warning: commands will be executed using /bin/sh
job 931 at Thu Sep  5 15:05:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08292013_reo/gatsby140_08292013_reo
ElecNo	16
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 1575176 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 525058 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 27615 members 
Mstep: Class 3 contains 27597 members 
Mstep: Class 4 contains 27561 members 
Mstep: Class 5 contains 27647 members 
Mstep: Class 6 contains 27807 members 
Mstep: Class 7 contains 27367 members 
Mstep: Class 8 contains 27612 members 
Mstep: Class 9 contains 27645 members 
Mstep: Class 10 contains 27706 members 
Mstep: Class 11 contains 27628 members 
Mstep: Class 12 contains 27507 members 
Mstep: Class 13 contains 27630 members 
Mstep: Class 14 contains 27701 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 27560 members 
Mstep: Class 17 contains 27613 members 
Mstep: Class 18 contains 27564 members 
Mstep: Class 19 contains 27488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 642.061829 but Gain 2140.332031
Score: -43773192.000000 Penalty: 38525.945312
Iteration 0F: 19 clusters Score -4.377319e+07 nChanged 494700
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 24688 members 
Mstep: Class 3 contains 37347 members 
Mstep: Class 4 contains 31676 members 
Mstep: Class 5 contains 46185 members 
Mstep: Class 6 contains 33231 members 
Mstep: Class 7 contains 54800 members 
Mstep: Class 8 contains 35531 members 
Mstep: Class 10 contains 20190 members 
Mstep: Class 11 contains 15902 members 
Mstep: Class 12 contains 17438 members 
Mstep: Class 13 contains 38850 members 
Mstep: Class 14 contains 15253 members 
Mstep: Class 15 contains 30894 members 
Mstep: Class 16 contains 29399 members 
Mstep: Class 17 contains 28393 members 
Mstep: Class 18 contains 17495 members 
Mstep: Class 19 contains 19796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44838320.000000 Penalty: 38525.945312
Iteration 1F: 19 clusters Score -4.483832e+07 nChanged 195183
Entering Unmasked Mstep 
Mstep: Class 0 contains 191 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 25419 members 
Mstep: Class 3 contains 35926 members 
Mstep: Class 4 contains 25079 members 
Mstep: Class 5 contains 70861 members 
Mstep: Class 6 contains 36840 members 
Mstep: Class 7 contains 87524 members 
Mstep: Class 8 contains 30631 members 
Mstep: Class 10 contains 13168 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 12189 members 
Mstep: Class 13 contains 32679 members 
Mstep: Class 14 contains 12402 members 
Mstep: Class 15 contains 37860 members 
Mstep: Class 16 contains 22113 members 
Mstep: Class 17 contains 21977 members 
Mstep: Class 18 contains 14716 members 
Mstep: Class 19 contains 13628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45140672.000000 Penalty: 38525.945312
Iteration 2F: 19 clusters Score -4.514067e+07 nChanged 140084
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 29911 members 
Mstep: Class 3 contains 29576 members 
Mstep: Class 4 contains 17274 members 
Mstep: Class 5 contains 88883 members 
Mstep: Class 6 contains 29567 members 
Mstep: Class 7 contains 122817 members 
Mstep: Class 8 contains 31786 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 8157 members 
Mstep: Class 13 contains 31929 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 35162 members 
Mstep: Class 16 contains 21426 members 
Mstep: Class 17 contains 16446 members 
Mstep: Class 18 contains 9593 members 
Mstep: Class 19 contains 8985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45291876.000000 Penalty: 38525.945312
Iteration 3F: 19 clusters Score -4.529188e+07 nChanged 98841
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 32574 members 
Mstep: Class 3 contains 21747 members 
Mstep: Class 4 contains 12854 members 
Mstep: Class 5 contains 96491 members 
Mstep: Class 6 contains 20129 members 
Mstep: Class 7 contains 152177 members 
Mstep: Class 8 contains 34940 members 
Mstep: Class 10 contains 8452 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 36550 members 
Mstep: Class 14 contains 4309 members 
Mstep: Class 15 contains 27446 members 
Mstep: Class 16 contains 23496 members 
Mstep: Class 17 contains 13681 members 
Mstep: Class 18 contains 5632 members 
Mstep: Class 19 contains 4908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45386652.000000 Penalty: 38525.945312
Iteration 4F: 19 clusters Score -4.538665e+07 nChanged 74883
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 34107 members 
Mstep: Class 3 contains 16143 members 
Mstep: Class 4 contains 10058 members 
Mstep: Class 5 contains 94576 members 
Mstep: Class 6 contains 12965 members 
Mstep: Class 7 contains 178275 members 
Mstep: Class 8 contains 38229 members 
Mstep: Class 10 contains 7730 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 42200 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 18853 members 
Mstep: Class 16 contains 24610 members 
Mstep: Class 17 contains 11839 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1805.639404 but Gain 2140.328125
Score: -45452716.000000 Penalty: 36385.617188
Iteration 5F: 18 clusters Score -4.545272e+07 nChanged 62570
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 34849 members 
Mstep: Class 3 contains 12999 members 
Mstep: Class 4 contains 7803 members 
Mstep: Class 5 contains 85426 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 203859 members 
Mstep: Class 8 contains 42337 members 
Mstep: Class 10 contains 6975 members 
Mstep: Class 11 contains 4861 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 47520 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 23998 members 
Mstep: Class 17 contains 10019 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1671.517822 but Gain 2140.332031
Score: -45502876.000000 Penalty: 34245.285156
Iteration 6F: 17 clusters Score -4.550288e+07 nChanged 52436
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 35044 members 
Mstep: Class 3 contains 11248 members 
Mstep: Class 4 contains 5884 members 
Mstep: Class 5 contains 73100 members 
Mstep: Class 6 contains 5635 members 
Mstep: Class 7 contains 227097 members 
Mstep: Class 8 contains 45324 members 
Mstep: Class 10 contains 6056 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 52487 members 
Mstep: Class 15 contains 6741 members 
Mstep: Class 16 contains 22245 members 
Mstep: Class 17 contains 8303 members 
Mstep: Class 19 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45541596.000000 Penalty: 34245.285156
Iteration 7F: 17 clusters Score -4.55416e+07 nChanged 41352
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 35000 members 
Mstep: Class 3 contains 9902 members 
Mstep: Class 4 contains 4355 members 
Mstep: Class 5 contains 62426 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 244263 members 
Mstep: Class 8 contains 46827 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 3614 members 
Mstep: Class 12 contains 2546 members 
Mstep: Class 13 contains 56926 members 
Mstep: Class 15 contains 3868 members 
Mstep: Class 16 contains 20098 members 
Mstep: Class 17 contains 6826 members 
Mstep: Class 19 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45569704.000000 Penalty: 34245.285156
Iteration 8F: 17 clusters Score -4.55697e+07 nChanged 32781
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 34615 members 
Mstep: Class 3 contains 8863 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 55603 members 
Mstep: Class 6 contains 2849 members 
Mstep: Class 7 contains 254813 members 
Mstep: Class 8 contains 47740 members 
Mstep: Class 10 contains 4175 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 61488 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 17856 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 19 contains 1871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1733.619141 but Gain 2140.330078
Score: -45591104.000000 Penalty: 32104.955078
Iteration 9F: 16 clusters Score -4.55911e+07 nChanged 27344
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 33871 members 
Mstep: Class 3 contains 8193 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 51757 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 261658 members 
Mstep: Class 8 contains 48260 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 2868 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 66290 members 
Mstep: Class 16 contains 15975 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 19 contains 1928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45607524.000000 Penalty: 32104.955078
Iteration 10F: 16 clusters Score -4.560752e+07 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 32892 members 
Mstep: Class 3 contains 7778 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 49401 members 
Mstep: Class 6 contains 1937 members 
Mstep: Class 7 contains 264324 members 
Mstep: Class 8 contains 48358 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 2413 members 
Mstep: Class 13 contains 70976 members 
Mstep: Class 16 contains 14511 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 19 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45618588.000000 Penalty: 32104.955078
Iteration 11Q: 16 clusters Score -4.561859e+07 nChanged 16624
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 31749 members 
Mstep: Class 3 contains 7582 members 
Mstep: Class 4 contains 1904 members 
Mstep: Class 5 contains 47916 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 265663 members 
Mstep: Class 8 contains 48122 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 75414 members 
Mstep: Class 16 contains 13542 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 19 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1710.781616 but Gain 2140.330078
Score: -45627424.000000 Penalty: 29964.625000
Iteration 12Q: 15 clusters Score -4.562742e+07 nChanged 15425
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 30886 members 
Mstep: Class 3 contains 7577 members 
Mstep: Class 4 contains 1678 members 
Mstep: Class 5 contains 47150 members 
Mstep: Class 6 contains 1599 members 
Mstep: Class 7 contains 266260 members 
Mstep: Class 8 contains 47688 members 
Mstep: Class 11 contains 2106 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 80529 members 
Mstep: Class 16 contains 12850 members 
Mstep: Class 17 contains 2338 members 
Mstep: Class 19 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1895.155151 but Gain 2140.330078
Score: -45635768.000000 Penalty: 27824.294922
Iteration 13Q: 14 clusters Score -4.563577e+07 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 29827 members 
Mstep: Class 3 contains 7815 members 
Mstep: Class 5 contains 46874 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 266383 members 
Mstep: Class 8 contains 47205 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 12 contains 2565 members 
Mstep: Class 13 contains 84625 members 
Mstep: Class 16 contains 12393 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 19 contains 2030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2125.464355 but Gain 2140.330078
Score: -45641876.000000 Penalty: 25683.964844
Iteration 14Q: 13 clusters Score -4.564188e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 28868 members 
Mstep: Class 3 contains 8144 members 
Mstep: Class 5 contains 46787 members 
Mstep: Class 6 contains 1698 members 
Mstep: Class 7 contains 266303 members 
Mstep: Class 8 contains 46689 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 2667 members 
Mstep: Class 13 contains 88611 members 
Mstep: Class 16 contains 11956 members 
Mstep: Class 19 contains 2023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45647224.000000 Penalty: 25683.964844
Iteration 15Q: 13 clusters Score -4.564722e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 28060 members 
Mstep: Class 3 contains 8366 members 
Mstep: Class 5 contains 46712 members 
Mstep: Class 6 contains 1745 members 
Mstep: Class 7 contains 265909 members 
Mstep: Class 8 contains 45864 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 12 contains 2627 members 
Mstep: Class 13 contains 91526 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 19 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2086.820068 but Gain 2140.330078
Score: -45650084.000000 Penalty: 23543.634766
Iteration 16Q: 12 clusters Score -4.565008e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 27398 members 
Mstep: Class 3 contains 8627 members 
Mstep: Class 5 contains 46892 members 
Mstep: Class 6 contains 1800 members 
Mstep: Class 7 contains 265598 members 
Mstep: Class 8 contains 45428 members 
Mstep: Class 12 contains 2634 members 
Mstep: Class 13 contains 94894 members 
Mstep: Class 16 contains 11258 members 
Mstep: Class 19 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45654172.000000 Penalty: 23543.634766
Iteration 17Q: 12 clusters Score -4.565417e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 26767 members 
Mstep: Class 3 contains 8906 members 
Mstep: Class 5 contains 46966 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 265087 members 
Mstep: Class 8 contains 44325 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 97695 members 
Mstep: Class 16 contains 10927 members 
Mstep: Class 19 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45656152.000000 Penalty: 23543.634766
Iteration 18Q: 12 clusters Score -4.565615e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 26201 members 
Mstep: Class 3 contains 9125 members 
Mstep: Class 5 contains 47063 members 
Mstep: Class 6 contains 1879 members 
Mstep: Class 7 contains 264675 members 
Mstep: Class 8 contains 43276 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 100397 members 
Mstep: Class 16 contains 10587 members 
Mstep: Class 19 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45657684.000000 Penalty: 23543.634766
Iteration 19Q: 12 clusters Score -4.565768e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 25676 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 5 contains 47193 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 264305 members 
Mstep: Class 8 contains 42208 members 
Mstep: Class 12 contains 2606 members 
Mstep: Class 13 contains 103023 members 
Mstep: Class 16 contains 10292 members 
Mstep: Class 19 contains 1928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45659048.000000 Penalty: 23543.634766
Iteration 20F: 12 clusters Score -4.565905e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 25246 members 
Mstep: Class 3 contains 9392 members 
Mstep: Class 5 contains 47318 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 263980 members 
Mstep: Class 8 contains 41147 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 105439 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 19 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45660092.000000 Penalty: 23543.634766
Iteration 21Q: 12 clusters Score -4.566009e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 24842 members 
Mstep: Class 3 contains 9442 members 
Mstep: Class 5 contains 47453 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 263631 members 
Mstep: Class 8 contains 40125 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 107811 members 
Mstep: Class 16 contains 9840 members 
Mstep: Class 19 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45661136.000000 Penalty: 23543.634766
Iteration 22Q: 12 clusters Score -4.566114e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 24455 members 
Mstep: Class 3 contains 9463 members 
Mstep: Class 5 contains 47582 members 
Mstep: Class 6 contains 2156 members 
Mstep: Class 7 contains 263262 members 
Mstep: Class 8 contains 39084 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 110165 members 
Mstep: Class 16 contains 9672 members 
Mstep: Class 19 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45661988.000000 Penalty: 23543.634766
Iteration 23Q: 12 clusters Score -4.566199e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 24094 members 
Mstep: Class 3 contains 9425 members 
Mstep: Class 5 contains 47724 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 262893 members 
Mstep: Class 8 contains 38102 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 112481 members 
Mstep: Class 16 contains 9518 members 
Mstep: Class 19 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45662860.000000 Penalty: 23543.634766
Iteration 24Q: 12 clusters Score -4.566286e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 23754 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 5 contains 47854 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 262571 members 
Mstep: Class 8 contains 37196 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 114709 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 19 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45663524.000000 Penalty: 23543.634766
Iteration 25Q: 12 clusters Score -4.566352e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 9299 members 
Mstep: Class 5 contains 48022 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 262231 members 
Mstep: Class 8 contains 36298 members 
Mstep: Class 12 contains 2746 members 
Mstep: Class 13 contains 116874 members 
Mstep: Class 16 contains 9260 members 
Mstep: Class 19 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45664020.000000 Penalty: 23543.634766
Iteration 26Q: 12 clusters Score -4.566402e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 23112 members 
Mstep: Class 3 contains 9214 members 
Mstep: Class 5 contains 48202 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 261870 members 
Mstep: Class 8 contains 35470 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 118959 members 
Mstep: Class 16 contains 9153 members 
Mstep: Class 19 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45664684.000000 Penalty: 23543.634766
Iteration 27Q: 12 clusters Score -4.566468e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 22809 members 
Mstep: Class 3 contains 9120 members 
Mstep: Class 5 contains 48350 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 261533 members 
Mstep: Class 8 contains 34678 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 121025 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 19 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45665020.000000 Penalty: 23543.634766
Iteration 28Q: 12 clusters Score -4.566502e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 22539 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 5 contains 48516 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 261153 members 
Mstep: Class 8 contains 33894 members 
Mstep: Class 12 contains 2800 members 
Mstep: Class 13 contains 123048 members 
Mstep: Class 16 contains 8939 members 
Mstep: Class 19 contains 1880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45665552.000000 Penalty: 23543.634766
Iteration 29Q: 12 clusters Score -4.566555e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 22259 members 
Mstep: Class 3 contains 8864 members 
Mstep: Class 5 contains 48687 members 
Mstep: Class 6 contains 2864 members 
Mstep: Class 7 contains 260759 members 
Mstep: Class 8 contains 33224 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 124939 members 
Mstep: Class 16 contains 8856 members 
Mstep: Class 19 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45665892.000000 Penalty: 23543.634766
Iteration 30Q: 12 clusters Score -4.566589e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 22026 members 
Mstep: Class 3 contains 8738 members 
Mstep: Class 5 contains 48825 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 260386 members 
Mstep: Class 8 contains 32588 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 126655 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 19 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45666048.000000 Penalty: 23543.634766
Iteration 31Q: 12 clusters Score -4.566605e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 21812 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 5 contains 48979 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 259984 members 
Mstep: Class 8 contains 32041 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 128283 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 19 contains 1868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45666348.000000 Penalty: 23543.634766
Iteration 32Q: 12 clusters Score -4.566635e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 21633 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 5 contains 49114 members 
Mstep: Class 6 contains 3325 members 
Mstep: Class 7 contains 259601 members 
Mstep: Class 8 contains 31580 members 
Mstep: Class 12 contains 2838 members 
Mstep: Class 13 contains 129784 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 19 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45666652.000000 Penalty: 23543.634766
Iteration 33Q: 12 clusters Score -4.566665e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 21436 members 
Mstep: Class 3 contains 8379 members 
Mstep: Class 5 contains 49254 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 259231 members 
Mstep: Class 8 contains 31154 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 131129 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 19 contains 1863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45667072.000000 Penalty: 23543.634766
Iteration 34Q: 12 clusters Score -4.566707e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 21246 members 
Mstep: Class 3 contains 8272 members 
Mstep: Class 5 contains 49391 members 
Mstep: Class 6 contains 3682 members 
Mstep: Class 7 contains 258842 members 
Mstep: Class 8 contains 30782 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 132398 members 
Mstep: Class 16 contains 8501 members 
Mstep: Class 19 contains 1865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45667608.000000 Penalty: 23543.634766
Iteration 35Q: 12 clusters Score -4.566761e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 21059 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 5 contains 49529 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 258487 members 
Mstep: Class 8 contains 30441 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 133570 members 
Mstep: Class 16 contains 8456 members 
Mstep: Class 19 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45667948.000000 Penalty: 23543.634766
Iteration 36Q: 12 clusters Score -4.566795e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 20883 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 5 contains 49666 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 258164 members 
Mstep: Class 8 contains 30144 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 134601 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 19 contains 1862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45668188.000000 Penalty: 23543.634766
Iteration 37Q: 12 clusters Score -4.566819e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 20746 members 
Mstep: Class 3 contains 7856 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 257839 members 
Mstep: Class 8 contains 29908 members 
Mstep: Class 12 contains 2980 members 
Mstep: Class 13 contains 135560 members 
Mstep: Class 16 contains 8366 members 
Mstep: Class 19 contains 1862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45668504.000000 Penalty: 23543.634766
Iteration 38Q: 12 clusters Score -4.56685e+07 nChanged 1685
Entering ConstructFrom: 
Score: -45668504.000000 Penalty: 23543.634766
Entering ConstructFrom: 
Trying to split cluster 1 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -489683.593750 Penalty: 1397.868774
	Iteration 0F: 2 clusters Score -489683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -485396.437500 Penalty: 2795.737549
	Iteration 0F: 3 clusters Score -485396.4 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -486585.343750 Penalty: 2795.737549
	Iteration 1F: 3 clusters Score -486585.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -486747.531250 Penalty: 2795.737549
	Iteration 2F: 3 clusters Score -486747.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -486869.093750 Penalty: 2795.737549
	Iteration 3Q: 3 clusters Score -486869.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -486964.250000 Penalty: 2795.737549
	Iteration 4Q: 3 clusters Score -486964.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -487048.718750 Penalty: 2795.737549
	Iteration 5Q: 3 clusters Score -487048.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -487131.281250 Penalty: 2795.737549
	Iteration 6Q: 3 clusters Score -487131.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -487215.718750 Penalty: 2795.737549
	Iteration 7Q: 3 clusters Score -487215.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -487300.343750 Penalty: 2795.737549
	Iteration 8Q: 3 clusters Score -487300.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -487376.375000 Penalty: 2795.737549
	Iteration 9Q: 3 clusters Score -487376.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -487455.468750 Penalty: 2795.737549
	Iteration 10Q: 3 clusters Score -487455.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -487558.812500 Penalty: 2795.737549
	Iteration 11Q: 3 clusters Score -487558.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -487688.375000 Penalty: 2795.737549
	Iteration 12Q: 3 clusters Score -487688.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -487822.656250 Penalty: 2795.737549
	Iteration 13Q: 3 clusters Score -487822.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -487952.000000 Penalty: 2795.737549
	Iteration 14Q: 3 clusters Score -487952 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -488044.187500 Penalty: 2795.737549
	Iteration 15Q: 3 clusters Score -488044.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -488113.718750 Penalty: 2795.737549
	Iteration 16Q: 3 clusters Score -488113.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -488167.437500 Penalty: 2795.737549
	Iteration 17Q: 3 clusters Score -488167.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -488208.000000 Penalty: 2795.737549
	Iteration 18Q: 3 clusters Score -488208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -488239.875000 Penalty: 2795.737549
	Iteration 19Q: 3 clusters Score -488239.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -488260.562500 Penalty: 2795.737549
	Iteration 20F: 3 clusters Score -488260.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -488286.250000 Penalty: 2795.737549
	Iteration 21Q: 3 clusters Score -488286.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -488306.625000 Penalty: 2795.737549
	Iteration 22Q: 3 clusters Score -488306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -488321.218750 Penalty: 2795.737549
	Iteration 23Q: 3 clusters Score -488321.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -488337.750000 Penalty: 2795.737549
	Iteration 24Q: 3 clusters Score -488337.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -488348.750000 Penalty: 2795.737549
	Iteration 25Q: 3 clusters Score -488348.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -488359.218750 Penalty: 2795.737549
	Iteration 26Q: 3 clusters Score -488359.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -488362.468750 Penalty: 2795.737549
	Iteration 27Q: 3 clusters Score -488362.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -488369.156250 Penalty: 2795.737549
	Iteration 28Q: 3 clusters Score -488369.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -488376.187500 Penalty: 2795.737549
	Iteration 29Q: 3 clusters Score -488376.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -488382.156250 Penalty: 2795.737549
	Iteration 30Q: 3 clusters Score -488382.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -488387.906250 Penalty: 2795.737549
	Iteration 31Q: 3 clusters Score -488387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -488392.968750 Penalty: 2795.737549
	Iteration 32Q: 3 clusters Score -488393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -488397.937500 Penalty: 2795.737549
	Iteration 33Q: 3 clusters Score -488397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -488400.406250 Penalty: 2795.737549
	Iteration 34Q: 3 clusters Score -488400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -488402.687500 Penalty: 2795.737549
	Iteration 35Q: 3 clusters Score -488402.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -488407.718750 Penalty: 2795.737549
	Iteration 36Q: 3 clusters Score -488407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -488409.437500 Penalty: 2795.737549
	Iteration 37Q: 3 clusters Score -488409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -488409.593750 Penalty: 2795.737549
	Iteration 38Q: 3 clusters Score -488409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -488410.687500 Penalty: 2795.737549
	Iteration 39Q: 3 clusters Score -488410.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -488410.750000 Penalty: 2795.737549
	Iteration 40F: 3 clusters Score -488410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -488410.937500 Penalty: 2795.737549
	Iteration 41Q: 3 clusters Score -488410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -488410.656250 Penalty: 2795.737549
	Iteration 42Q: 3 clusters Score -488410.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -488410.656250 Penalty: 2795.737549
	Iteration 43F: 3 clusters Score -488410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Entering Unmasked Estep 
Score: -1723942.500000 Penalty: 1614.151611
	Iteration 0F: 2 clusters Score -1723942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1709967.000000 Penalty: 3228.303223
	Iteration 0F: 3 clusters Score -1709967 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1715723.250000 Penalty: 3228.303223
	Iteration 1F: 3 clusters Score -1715723 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1717242.625000 Penalty: 3228.303223
	Iteration 2F: 3 clusters Score -1717243 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1719307.375000 Penalty: 3228.303223
	Iteration 3F: 3 clusters Score -1719307 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1721263.750000 Penalty: 3228.303223
	Iteration 4F: 3 clusters Score -1721264 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1722838.750000 Penalty: 3228.303223
	Iteration 5F: 3 clusters Score -1722839 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1723895.250000 Penalty: 3228.303223
	Iteration 6F: 3 clusters Score -1723895 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1724496.125000 Penalty: 3228.303223
	Iteration 7Q: 3 clusters Score -1724496 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1724904.375000 Penalty: 3228.303223
	Iteration 8Q: 3 clusters Score -1724904 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1725169.125000 Penalty: 3228.303223
	Iteration 9Q: 3 clusters Score -1725169 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1725360.000000 Penalty: 3228.303223
	Iteration 10Q: 3 clusters Score -1725360 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -1725511.000000 Penalty: 3228.303223
	Iteration 11Q: 3 clusters Score -1725511 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1725623.125000 Penalty: 3228.303223
	Iteration 12Q: 3 clusters Score -1725623 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1725702.125000 Penalty: 3228.303223
	Iteration 13Q: 3 clusters Score -1725702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1725770.625000 Penalty: 3228.303223
	Iteration 14Q: 3 clusters Score -1725771 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -1725820.000000 Penalty: 3228.303223
	Iteration 15Q: 3 clusters Score -1725820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1725843.625000 Penalty: 3228.303223
	Iteration 16Q: 3 clusters Score -1725844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -1725860.750000 Penalty: 3228.303223
	Iteration 17Q: 3 clusters Score -1725861 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1725873.500000 Penalty: 3228.303223
	Iteration 18Q: 3 clusters Score -1725874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1725876.125000 Penalty: 3228.303223
	Iteration 19Q: 3 clusters Score -1725876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1725890.750000 Penalty: 3228.303223
	Iteration 20F: 3 clusters Score -1725891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1725886.375000 Penalty: 3228.303223
	Iteration 21Q: 3 clusters Score -1725886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1725893.125000 Penalty: 3228.303223
	Iteration 22Q: 3 clusters Score -1725893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1725893.125000 Penalty: 3228.303223
	Iteration 23Q: 3 clusters Score -1725893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -1725895.875000 Penalty: 3228.303223
	Iteration 24Q: 3 clusters Score -1725896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1725893.000000 Penalty: 3228.303223
	Iteration 25Q: 3 clusters Score -1725893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1725898.625000 Penalty: 3228.303223
	Iteration 26Q: 3 clusters Score -1725899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1725896.875000 Penalty: 3228.303223
	Iteration 27Q: 3 clusters Score -1725897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1725898.625000 Penalty: 3228.303223
	Iteration 28Q: 3 clusters Score -1725899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1725896.000000 Penalty: 3228.303223
	Iteration 29Q: 3 clusters Score -1725896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1725896.000000 Penalty: 3228.303223
	Iteration 30F: 3 clusters Score -1725896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 19203 members 
Mstep: Class 5 contains 49918 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 257496 members 
Mstep: Class 8 contains 29680 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 136470 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 19 contains 1860 members 
Entering Unmasked Estep 
Score: -45670328.000000 Penalty: 25683.964844
Splitting cluster 2 changes total score from -45668504.000000 to -45670328.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -683015.125000 Penalty: 1453.912842
	Iteration 0F: 2 clusters Score -683015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -677283.375000 Penalty: 2907.825684
	Iteration 0F: 3 clusters Score -677283.4 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -678916.312500 Penalty: 2907.825684
	Iteration 1F: 3 clusters Score -678916.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -679086.812500 Penalty: 2907.825684
	Iteration 2F: 3 clusters Score -679086.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -679245.375000 Penalty: 2907.825684
	Iteration 3Q: 3 clusters Score -679245.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -679410.000000 Penalty: 2907.825684
	Iteration 4Q: 3 clusters Score -679410 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -679555.500000 Penalty: 2907.825684
	Iteration 5Q: 3 clusters Score -679555.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -679708.187500 Penalty: 2907.825684
	Iteration 6Q: 3 clusters Score -679708.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -679865.750000 Penalty: 2907.825684
	Iteration 7Q: 3 clusters Score -679865.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -680061.625000 Penalty: 2907.825684
	Iteration 8Q: 3 clusters Score -680061.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -680297.437500 Penalty: 2907.825684
	Iteration 9Q: 3 clusters Score -680297.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -680555.312500 Penalty: 2907.825684
	Iteration 10Q: 3 clusters Score -680555.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -680880.500000 Penalty: 2907.825684
	Iteration 11Q: 3 clusters Score -680880.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -681176.687500 Penalty: 2907.825684
	Iteration 12Q: 3 clusters Score -681176.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -681381.687500 Penalty: 2907.825684
	Iteration 13Q: 3 clusters Score -681381.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -681522.937500 Penalty: 2907.825684
	Iteration 14Q: 3 clusters Score -681522.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -681633.437500 Penalty: 2907.825684
	Iteration 15Q: 3 clusters Score -681633.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -681702.750000 Penalty: 2907.825684
	Iteration 16Q: 3 clusters Score -681702.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -681756.375000 Penalty: 2907.825684
	Iteration 17Q: 3 clusters Score -681756.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -681804.250000 Penalty: 2907.825684
	Iteration 18Q: 3 clusters Score -681804.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -681831.187500 Penalty: 2907.825684
	Iteration 19Q: 3 clusters Score -681831.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -681851.500000 Penalty: 2907.825684
	Iteration 20F: 3 clusters Score -681851.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -681873.625000 Penalty: 2907.825684
	Iteration 21Q: 3 clusters Score -681873.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -681889.875000 Penalty: 2907.825684
	Iteration 22Q: 3 clusters Score -681889.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -681899.000000 Penalty: 2907.825684
	Iteration 23Q: 3 clusters Score -681899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -681907.375000 Penalty: 2907.825684
	Iteration 24Q: 3 clusters Score -681907.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -681915.125000 Penalty: 2907.825684
	Iteration 25Q: 3 clusters Score -681915.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -681923.125000 Penalty: 2907.825684
	Iteration 26Q: 3 clusters Score -681923.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -681929.187500 Penalty: 2907.825684
	Iteration 27Q: 3 clusters Score -681929.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -681937.750000 Penalty: 2907.825684
	Iteration 28Q: 3 clusters Score -681937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -681941.687500 Penalty: 2907.825684
	Iteration 29Q: 3 clusters Score -681941.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -681943.937500 Penalty: 2907.825684
	Iteration 30Q: 3 clusters Score -681943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -681948.312500 Penalty: 2907.825684
	Iteration 31Q: 3 clusters Score -681948.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -681947.250000 Penalty: 2907.825684
	Iteration 32Q: 3 clusters Score -681947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -681950.125000 Penalty: 2907.825684
	Iteration 33Q: 3 clusters Score -681950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -681952.812500 Penalty: 2907.825684
	Iteration 34Q: 3 clusters Score -681952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -681954.375000 Penalty: 2907.825684
	Iteration 35Q: 3 clusters Score -681954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -681955.062500 Penalty: 2907.825684
	Iteration 36Q: 3 clusters Score -681955.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -681956.250000 Penalty: 2907.825684
	Iteration 37Q: 3 clusters Score -681956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -681956.375000 Penalty: 2907.825684
	Iteration 38Q: 3 clusters Score -681956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -681956.375000 Penalty: 2907.825684
	Iteration 39F: 3 clusters Score -681956.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Entering Unmasked Estep 
Score: -4574365.500000 Penalty: 1757.947266
	Iteration 0F: 2 clusters Score -4574366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4541005.000000 Penalty: 3515.894531
	Iteration 0F: 3 clusters Score -4541005 nChanged 23361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4554251.000000 Penalty: 3515.894531
	Iteration 1F: 3 clusters Score -4554251 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -4555003.500000 Penalty: 3515.894531
	Iteration 2Q: 3 clusters Score -4555004 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4555972.500000 Penalty: 3515.894531
	Iteration 3Q: 3 clusters Score -4555972 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4557341.000000 Penalty: 3515.894531
	Iteration 4F: 3 clusters Score -4557341 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -4559255.500000 Penalty: 3515.894531
	Iteration 5F: 3 clusters Score -4559256 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4561916.500000 Penalty: 3515.894531
	Iteration 6F: 3 clusters Score -4561916 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4565179.000000 Penalty: 3515.894531
	Iteration 7F: 3 clusters Score -4565179 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -4568120.500000 Penalty: 3515.894531
	Iteration 8F: 3 clusters Score -4568120 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4569578.500000 Penalty: 3515.894531
	Iteration 9Q: 3 clusters Score -4569578 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4570088.000000 Penalty: 3515.894531
	Iteration 10Q: 3 clusters Score -4570088 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -4570358.000000 Penalty: 3515.894531
	Iteration 11Q: 3 clusters Score -4570358 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4570550.500000 Penalty: 3515.894531
	Iteration 12Q: 3 clusters Score -4570550 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4570740.000000 Penalty: 3515.894531
	Iteration 13Q: 3 clusters Score -4570740 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4570852.500000 Penalty: 3515.894531
	Iteration 14Q: 3 clusters Score -4570852 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4570959.500000 Penalty: 3515.894531
	Iteration 15Q: 3 clusters Score -4570960 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4571056.500000 Penalty: 3515.894531
	Iteration 16Q: 3 clusters Score -4571056 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4571159.000000 Penalty: 3515.894531
	Iteration 17Q: 3 clusters Score -4571159 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -4571276.500000 Penalty: 3515.894531
	Iteration 18Q: 3 clusters Score -4571276 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4571370.000000 Penalty: 3515.894531
	Iteration 19Q: 3 clusters Score -4571370 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4571489.000000 Penalty: 3515.894531
	Iteration 20F: 3 clusters Score -4571489 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -4571634.000000 Penalty: 3515.894531
	Iteration 21Q: 3 clusters Score -4571634 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -4571726.500000 Penalty: 3515.894531
	Iteration 22Q: 3 clusters Score -4571726 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -4571849.000000 Penalty: 3515.894531
	Iteration 23Q: 3 clusters Score -4571849 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -4571946.000000 Penalty: 3515.894531
	Iteration 24Q: 3 clusters Score -4571946 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -4572036.000000 Penalty: 3515.894531
	Iteration 25Q: 3 clusters Score -4572036 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -4572137.000000 Penalty: 3515.894531
	Iteration 26Q: 3 clusters Score -4572137 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -4572211.000000 Penalty: 3515.894531
	Iteration 27Q: 3 clusters Score -4572211 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -4572282.000000 Penalty: 3515.894531
	Iteration 28Q: 3 clusters Score -4572282 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -4572360.500000 Penalty: 3515.894531
	Iteration 29Q: 3 clusters Score -4572360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -4572430.000000 Penalty: 3515.894531
	Iteration 30Q: 3 clusters Score -4572430 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -4572517.500000 Penalty: 3515.894531
	Iteration 31Q: 3 clusters Score -4572518 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -4572558.500000 Penalty: 3515.894531
	Iteration 32Q: 3 clusters Score -4572558 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -4572609.000000 Penalty: 3515.894531
	Iteration 33Q: 3 clusters Score -4572609 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -4572672.500000 Penalty: 3515.894531
	Iteration 34Q: 3 clusters Score -4572672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -4572727.000000 Penalty: 3515.894531
	Iteration 35Q: 3 clusters Score -4572727 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -4572796.500000 Penalty: 3515.894531
	Iteration 36Q: 3 clusters Score -4572796 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -4572839.500000 Penalty: 3515.894531
	Iteration 37Q: 3 clusters Score -4572840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -4572881.000000 Penalty: 3515.894531
	Iteration 38Q: 3 clusters Score -4572881 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -4572929.000000 Penalty: 3515.894531
	Iteration 39Q: 3 clusters Score -4572929 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -4572962.000000 Penalty: 3515.894531
	Iteration 40F: 3 clusters Score -4572962 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -4572987.500000 Penalty: 3515.894531
	Iteration 41Q: 3 clusters Score -4572988 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -4573009.500000 Penalty: 3515.894531
	Iteration 42Q: 3 clusters Score -4573010 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -4573025.500000 Penalty: 3515.894531
	Iteration 43Q: 3 clusters Score -4573026 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -4573037.000000 Penalty: 3515.894531
	Iteration 44Q: 3 clusters Score -4573037 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -4573056.000000 Penalty: 3515.894531
	Iteration 45Q: 3 clusters Score -4573056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -4573070.000000 Penalty: 3515.894531
	Iteration 46Q: 3 clusters Score -4573070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -4573102.000000 Penalty: 3515.894531
	Iteration 47Q: 3 clusters Score -4573102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -4573130.000000 Penalty: 3515.894531
	Iteration 48Q: 3 clusters Score -4573130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -4573149.000000 Penalty: 3515.894531
	Iteration 49Q: 3 clusters Score -4573149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -4573156.500000 Penalty: 3515.894531
	Iteration 50Q: 3 clusters Score -4573156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -4573191.500000 Penalty: 3515.894531
	Iteration 51Q: 3 clusters Score -4573192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -4573195.500000 Penalty: 3515.894531
	Iteration 52Q: 3 clusters Score -4573196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -4573209.500000 Penalty: 3515.894531
	Iteration 53Q: 3 clusters Score -4573210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -4573214.000000 Penalty: 3515.894531
	Iteration 54Q: 3 clusters Score -4573214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -4573227.000000 Penalty: 3515.894531
	Iteration 55Q: 3 clusters Score -4573227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -4573225.500000 Penalty: 3515.894531
	Iteration 56Q: 3 clusters Score -4573226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -4573230.000000 Penalty: 3515.894531
	Iteration 57Q: 3 clusters Score -4573230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -4573235.000000 Penalty: 3515.894531
	Iteration 58Q: 3 clusters Score -4573235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -4573244.000000 Penalty: 3515.894531
	Iteration 59Q: 3 clusters Score -4573244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -4573241.500000 Penalty: 3515.894531
	Iteration 60F: 3 clusters Score -4573242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -4573239.000000 Penalty: 3515.894531
	Iteration 61Q: 3 clusters Score -4573239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -4573245.500000 Penalty: 3515.894531
	Iteration 62Q: 3 clusters Score -4573246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -4573250.000000 Penalty: 3515.894531
	Iteration 63Q: 3 clusters Score -4573250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -4573245.500000 Penalty: 3515.894531
	Iteration 64Q: 3 clusters Score -4573246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -4573250.000000 Penalty: 3515.894531
	Iteration 65Q: 3 clusters Score -4573250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -4573263.500000 Penalty: 3515.894531
	Iteration 66Q: 3 clusters Score -4573264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -4573261.500000 Penalty: 3515.894531
	Iteration 67Q: 3 clusters Score -4573262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -4573264.000000 Penalty: 3515.894531
	Iteration 68Q: 3 clusters Score -4573264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -4573260.500000 Penalty: 3515.894531
	Iteration 69Q: 3 clusters Score -4573260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -4573261.500000 Penalty: 3515.894531
	Iteration 70Q: 3 clusters Score -4573262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -4573266.500000 Penalty: 3515.894531
	Iteration 71Q: 3 clusters Score -4573266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -4573271.500000 Penalty: 3515.894531
	Iteration 72Q: 3 clusters Score -4573272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -4573279.000000 Penalty: 3515.894531
	Iteration 73Q: 3 clusters Score -4573279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -4573279.500000 Penalty: 3515.894531
	Iteration 74Q: 3 clusters Score -4573280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -4573280.000000 Penalty: 3515.894531
	Iteration 75Q: 3 clusters Score -4573280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -4573280.000000 Penalty: 3515.894531
	Iteration 76Q: 3 clusters Score -4573280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -4573280.500000 Penalty: 3515.894531
	Iteration 77Q: 3 clusters Score -4573280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -4573278.500000 Penalty: 3515.894531
	Iteration 78Q: 3 clusters Score -4573278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -4573279.500000 Penalty: 3515.894531
	Iteration 79Q: 3 clusters Score -4573280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -4573281.000000 Penalty: 3515.894531
	Iteration 80F: 3 clusters Score -4573281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -4573281.000000 Penalty: 3515.894531
	Iteration 81Q: 3 clusters Score -4573281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -4573275.500000 Penalty: 3515.894531
	Iteration 82Q: 3 clusters Score -4573276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -4573278.000000 Penalty: 3515.894531
	Iteration 83Q: 3 clusters Score -4573278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -4573277.000000 Penalty: 3515.894531
	Iteration 84Q: 3 clusters Score -4573277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -4573273.500000 Penalty: 3515.894531
	Iteration 85Q: 3 clusters Score -4573274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -4573273.000000 Penalty: 3515.894531
	Iteration 86Q: 3 clusters Score -4573273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -4573279.500000 Penalty: 3515.894531
	Iteration 87Q: 3 clusters Score -4573280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -4573281.500000 Penalty: 3515.894531
	Iteration 88Q: 3 clusters Score -4573282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -4573282.000000 Penalty: 3515.894531
	Iteration 89Q: 3 clusters Score -4573282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -4573284.500000 Penalty: 3515.894531
	Iteration 90Q: 3 clusters Score -4573284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -4573283.000000 Penalty: 3515.894531
	Iteration 91Q: 3 clusters Score -4573283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -4573276.500000 Penalty: 3515.894531
	Iteration 92Q: 3 clusters Score -4573276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -4573274.000000 Penalty: 3515.894531
	Iteration 93Q: 3 clusters Score -4573274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -4573273.500000 Penalty: 3515.894531
	Iteration 94Q: 3 clusters Score -4573274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -4573271.500000 Penalty: 3515.894531
	Iteration 95Q: 3 clusters Score -4573272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -4573273.000000 Penalty: 3515.894531
	Iteration 96Q: 3 clusters Score -4573273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -4573276.000000 Penalty: 3515.894531
	Iteration 97Q: 3 clusters Score -4573276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -4573276.500000 Penalty: 3515.894531
	Iteration 98Q: 3 clusters Score -4573276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -4573277.500000 Penalty: 3515.894531
	Iteration 99Q: 3 clusters Score -4573278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -4573274.500000 Penalty: 3515.894531
	Iteration 100F: 3 clusters Score -4573274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -4573274.500000 Penalty: 3515.894531
	Iteration 101Q: 3 clusters Score -4573274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -4573274.000000 Penalty: 3515.894531
	Iteration 102Q: 3 clusters Score -4573274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -4573274.000000 Penalty: 3515.894531
	Iteration 103Q: 3 clusters Score -4573274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -4573276.500000 Penalty: 3515.894531
	Iteration 104Q: 3 clusters Score -4573276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -4573276.000000 Penalty: 3515.894531
	Iteration 105Q: 3 clusters Score -4573276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -4573272.000000 Penalty: 3515.894531
	Iteration 106Q: 3 clusters Score -4573272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -4573268.500000 Penalty: 3515.894531
	Iteration 107Q: 3 clusters Score -4573268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -4573274.500000 Penalty: 3515.894531
	Iteration 108Q: 3 clusters Score -4573274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -4573274.500000 Penalty: 3515.894531
	Iteration 109Q: 3 clusters Score -4573274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -4573274.000000 Penalty: 3515.894531
	Iteration 110Q: 3 clusters Score -4573274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -4573276.500000 Penalty: 3515.894531
	Iteration 111Q: 3 clusters Score -4573276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -4573281.500000 Penalty: 3515.894531
	Iteration 112Q: 3 clusters Score -4573282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -4573284.500000 Penalty: 3515.894531
	Iteration 113Q: 3 clusters Score -4573284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -4573284.500000 Penalty: 3515.894531
	Iteration 114F: 3 clusters Score -4573284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -408026.562500 Penalty: 1366.561279
	Iteration 0F: 2 clusters Score -408026.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -404356.843750 Penalty: 2733.122559
	Iteration 0F: 3 clusters Score -404356.8 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -405310.593750 Penalty: 2733.122559
	Iteration 1F: 3 clusters Score -405310.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -405493.750000 Penalty: 2733.122559
	Iteration 2F: 3 clusters Score -405493.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -405616.281250 Penalty: 2733.122559
	Iteration 3F: 3 clusters Score -405616.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -405706.281250 Penalty: 2733.122559
	Iteration 4Q: 3 clusters Score -405706.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -405774.281250 Penalty: 2733.122559
	Iteration 5Q: 3 clusters Score -405774.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -405830.343750 Penalty: 2733.122559
	Iteration 6Q: 3 clusters Score -405830.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -405899.593750 Penalty: 2733.122559
	Iteration 7Q: 3 clusters Score -405899.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -405967.937500 Penalty: 2733.122559
	Iteration 8Q: 3 clusters Score -405967.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -406039.406250 Penalty: 2733.122559
	Iteration 9Q: 3 clusters Score -406039.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -406116.531250 Penalty: 2733.122559
	Iteration 10Q: 3 clusters Score -406116.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -406193.000000 Penalty: 2733.122559
	Iteration 11Q: 3 clusters Score -406193 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -406267.625000 Penalty: 2733.122559
	Iteration 12Q: 3 clusters Score -406267.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -406344.093750 Penalty: 2733.122559
	Iteration 13Q: 3 clusters Score -406344.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -406399.093750 Penalty: 2733.122559
	Iteration 14Q: 3 clusters Score -406399.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -406438.093750 Penalty: 2733.122559
	Iteration 15Q: 3 clusters Score -406438.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -406490.750000 Penalty: 2733.122559
	Iteration 16Q: 3 clusters Score -406490.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -406560.406250 Penalty: 2733.122559
	Iteration 17Q: 3 clusters Score -406560.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -406643.156250 Penalty: 2733.122559
	Iteration 18Q: 3 clusters Score -406643.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -406718.531250 Penalty: 2733.122559
	Iteration 19Q: 3 clusters Score -406718.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -406773.437500 Penalty: 2733.122559
	Iteration 20F: 3 clusters Score -406773.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -406819.656250 Penalty: 2733.122559
	Iteration 21Q: 3 clusters Score -406819.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -406868.906250 Penalty: 2733.122559
	Iteration 22Q: 3 clusters Score -406868.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -406905.593750 Penalty: 2733.122559
	Iteration 23Q: 3 clusters Score -406905.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -406927.906250 Penalty: 2733.122559
	Iteration 24Q: 3 clusters Score -406927.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -406949.406250 Penalty: 2733.122559
	Iteration 25Q: 3 clusters Score -406949.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -406972.562500 Penalty: 2733.122559
	Iteration 26Q: 3 clusters Score -406972.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -406983.906250 Penalty: 2733.122559
	Iteration 27Q: 3 clusters Score -406983.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -406995.593750 Penalty: 2733.122559
	Iteration 28Q: 3 clusters Score -406995.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -407009.875000 Penalty: 2733.122559
	Iteration 29Q: 3 clusters Score -407009.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -407024.781250 Penalty: 2733.122559
	Iteration 30Q: 3 clusters Score -407024.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -407041.750000 Penalty: 2733.122559
	Iteration 31Q: 3 clusters Score -407041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -407052.718750 Penalty: 2733.122559
	Iteration 32Q: 3 clusters Score -407052.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -407063.781250 Penalty: 2733.122559
	Iteration 33Q: 3 clusters Score -407063.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -407070.718750 Penalty: 2733.122559
	Iteration 34Q: 3 clusters Score -407070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -407076.218750 Penalty: 2733.122559
	Iteration 35Q: 3 clusters Score -407076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -407081.343750 Penalty: 2733.122559
	Iteration 36Q: 3 clusters Score -407081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -407083.343750 Penalty: 2733.122559
	Iteration 37Q: 3 clusters Score -407083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -407085.187500 Penalty: 2733.122559
	Iteration 38Q: 3 clusters Score -407085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -407085.562500 Penalty: 2733.122559
	Iteration 39Q: 3 clusters Score -407085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -407085.625000 Penalty: 2733.122559
	Iteration 40F: 3 clusters Score -407085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (257496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257496 members 
Entering Unmasked Estep 
Score: -23019932.000000 Penalty: 2024.548340
	Iteration 0F: 2 clusters Score -2.301993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 129014 members 
Entering Unmasked Estep 
Score: -22855828.000000 Penalty: 4049.096680
	Iteration 0F: 3 clusters Score -2.285583e+07 nChanged 125140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 135444 members 
Entering Unmasked Estep 
Score: -22930408.000000 Penalty: 4049.096680
	Iteration 1F: 3 clusters Score -2.293041e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117457 members 
Mstep: Class 2 contains 140039 members 
Entering Unmasked Estep 
Score: -22932598.000000 Penalty: 4049.096680
	Iteration 2Q: 3 clusters Score -2.29326e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 147297 members 
Entering Unmasked Estep 
Score: -22935918.000000 Penalty: 4049.096680
	Iteration 3Q: 3 clusters Score -2.293592e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99167 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -22941762.000000 Penalty: 4049.096680
	Iteration 4Q: 3 clusters Score -2.294176e+07 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 173994 members 
Entering Unmasked Estep 
Score: -22951482.000000 Penalty: 4049.096680
	Iteration 5F: 3 clusters Score -2.295148e+07 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 193414 members 
Entering Unmasked Estep 
Score: -22965982.000000 Penalty: 4049.096680
	Iteration 6F: 3 clusters Score -2.296598e+07 nChanged 20521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 213689 members 
Entering Unmasked Estep 
Score: -22982114.000000 Penalty: 4049.096680
	Iteration 7F: 3 clusters Score -2.298211e+07 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 230262 members 
Entering Unmasked Estep 
Score: -22996186.000000 Penalty: 4049.096680
	Iteration 8F: 3 clusters Score -2.299619e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 241281 members 
Entering Unmasked Estep 
Score: -23005544.000000 Penalty: 4049.096680
	Iteration 9Q: 3 clusters Score -2.300554e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 247790 members 
Entering Unmasked Estep 
Score: -23011214.000000 Penalty: 4049.096680
	Iteration 10Q: 3 clusters Score -2.301121e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 251441 members 
Entering Unmasked Estep 
Score: -23014128.000000 Penalty: 4049.096680
	Iteration 11Q: 3 clusters Score -2.301413e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 253463 members 
Entering Unmasked Estep 
Score: -23015706.000000 Penalty: 4049.096680
	Iteration 12Q: 3 clusters Score -2.301571e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 254638 members 
Entering Unmasked Estep 
Score: -23016602.000000 Penalty: 4049.096680
	Iteration 13Q: 3 clusters Score -2.30166e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 255392 members 
Entering Unmasked Estep 
Score: -23017090.000000 Penalty: 4049.096680
	Iteration 14Q: 3 clusters Score -2.301709e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 255875 members 
Entering Unmasked Estep 
Score: -23017404.000000 Penalty: 4049.096680
	Iteration 15Q: 3 clusters Score -2.30174e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 256189 members 
Entering Unmasked Estep 
Score: -23017642.000000 Penalty: 4049.096680
	Iteration 16Q: 3 clusters Score -2.301764e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 256399 members 
Entering Unmasked Estep 
Score: -23017798.000000 Penalty: 4049.096680
	Iteration 17Q: 3 clusters Score -2.30178e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 256538 members 
Entering Unmasked Estep 
Score: -23017882.000000 Penalty: 4049.096680
	Iteration 18Q: 3 clusters Score -2.301788e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 256629 members 
Entering Unmasked Estep 
Score: -23018004.000000 Penalty: 4049.096680
	Iteration 19Q: 3 clusters Score -2.3018e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 256703 members 
Entering Unmasked Estep 
Score: -23018060.000000 Penalty: 4049.096680
	Iteration 20F: 3 clusters Score -2.301806e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 256750 members 
Entering Unmasked Estep 
Score: -23018094.000000 Penalty: 4049.096680
	Iteration 21Q: 3 clusters Score -2.301809e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 256776 members 
Entering Unmasked Estep 
Score: -23018118.000000 Penalty: 4049.096680
	Iteration 22Q: 3 clusters Score -2.301812e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 256797 members 
Entering Unmasked Estep 
Score: -23018132.000000 Penalty: 4049.096680
	Iteration 23Q: 3 clusters Score -2.301813e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 256814 members 
Entering Unmasked Estep 
Score: -23018164.000000 Penalty: 4049.096680
	Iteration 24Q: 3 clusters Score -2.301816e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 256832 members 
Entering Unmasked Estep 
Score: -23018194.000000 Penalty: 4049.096680
	Iteration 25Q: 3 clusters Score -2.301819e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 256850 members 
Entering Unmasked Estep 
Score: -23018212.000000 Penalty: 4049.096680
	Iteration 26Q: 3 clusters Score -2.301821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 256863 members 
Entering Unmasked Estep 
Score: -23018204.000000 Penalty: 4049.096680
	Iteration 27Q: 3 clusters Score -2.30182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 256868 members 
Entering Unmasked Estep 
Score: -23018226.000000 Penalty: 4049.096680
	Iteration 28Q: 3 clusters Score -2.301823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 256880 members 
Entering Unmasked Estep 
Score: -23018234.000000 Penalty: 4049.096680
	Iteration 29Q: 3 clusters Score -2.301823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 256890 members 
Entering Unmasked Estep 
Score: -23018256.000000 Penalty: 4049.096680
	Iteration 30Q: 3 clusters Score -2.301826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 256884 members 
Entering Unmasked Estep 
Score: -23018270.000000 Penalty: 4049.096680
	Iteration 31Q: 3 clusters Score -2.301827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 256889 members 
Entering Unmasked Estep 
Score: -23018270.000000 Penalty: 4049.096680
	Iteration 32Q: 3 clusters Score -2.301827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 256893 members 
Entering Unmasked Estep 
Score: -23018274.000000 Penalty: 4049.096680
	Iteration 33Q: 3 clusters Score -2.301827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 256897 members 
Entering Unmasked Estep 
Score: -23018280.000000 Penalty: 4049.096680
	Iteration 34Q: 3 clusters Score -2.301828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 256901 members 
Entering Unmasked Estep 
Score: -23018294.000000 Penalty: 4049.096680
	Iteration 35Q: 3 clusters Score -2.301829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 256905 members 
Entering Unmasked Estep 
Score: -23018294.000000 Penalty: 4049.096680
	Iteration 36Q: 3 clusters Score -2.301829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 256910 members 
Entering Unmasked Estep 
Score: -23018300.000000 Penalty: 4049.096680
	Iteration 37Q: 3 clusters Score -2.30183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 256914 members 
Entering Unmasked Estep 
Score: -23018302.000000 Penalty: 4049.096680
	Iteration 38Q: 3 clusters Score -2.30183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 256918 members 
Entering Unmasked Estep 
Score: -23018294.000000 Penalty: 4049.096680
	Iteration 39Q: 3 clusters Score -2.301829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 256922 members 
Entering Unmasked Estep 
Score: -23018298.000000 Penalty: 4049.096680
	Iteration 40F: 3 clusters Score -2.30183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 256926 members 
Entering Unmasked Estep 
Score: -23018314.000000 Penalty: 4049.096680
	Iteration 41Q: 3 clusters Score -2.301831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 256924 members 
Entering Unmasked Estep 
Score: -23018300.000000 Penalty: 4049.096680
	Iteration 42Q: 3 clusters Score -2.30183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 256927 members 
Entering Unmasked Estep 
Score: -23018292.000000 Penalty: 4049.096680
	Iteration 43Q: 3 clusters Score -2.301829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 256927 members 
Entering Unmasked Estep 
Score: -23018290.000000 Penalty: 4049.096680
	Iteration 44Q: 3 clusters Score -2.301829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 256931 members 
Entering Unmasked Estep 
Score: -23018300.000000 Penalty: 4049.096680
	Iteration 45Q: 3 clusters Score -2.30183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 256933 members 
Entering Unmasked Estep 
Score: -23018310.000000 Penalty: 4049.096680
	Iteration 46Q: 3 clusters Score -2.301831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 256933 members 
Entering Unmasked Estep 
Score: -23018308.000000 Penalty: 4049.096680
	Iteration 47Q: 3 clusters Score -2.301831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 256932 members 
Entering Unmasked Estep 
Score: -23018314.000000 Penalty: 4049.096680
	Iteration 48Q: 3 clusters Score -2.301831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 256932 members 
Entering Unmasked Estep 
Score: -23018322.000000 Penalty: 4049.096680
	Iteration 49Q: 3 clusters Score -2.301832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 256933 members 
Entering Unmasked Estep 
Score: -23018312.000000 Penalty: 4049.096680
	Iteration 50Q: 3 clusters Score -2.301831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 256936 members 
Entering Unmasked Estep 
Score: -23018318.000000 Penalty: 4049.096680
	Iteration 51Q: 3 clusters Score -2.301832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 256940 members 
Entering Unmasked Estep 
Score: -23018314.000000 Penalty: 4049.096680
	Iteration 52Q: 3 clusters Score -2.301831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 256944 members 
Entering Unmasked Estep 
Score: -23018310.000000 Penalty: 4049.096680
	Iteration 53Q: 3 clusters Score -2.301831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 256945 members 
Entering Unmasked Estep 
Score: -23018312.000000 Penalty: 4049.096680
	Iteration 54Q: 3 clusters Score -2.301831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 256944 members 
Entering Unmasked Estep 
Score: -23018324.000000 Penalty: 4049.096680
	Iteration 55Q: 3 clusters Score -2.301832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 256943 members 
Entering Unmasked Estep 
Score: -23018314.000000 Penalty: 4049.096680
	Iteration 56Q: 3 clusters Score -2.301831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 256943 members 
Entering Unmasked Estep 
Score: -23018314.000000 Penalty: 4049.096680
	Iteration 57F: 3 clusters Score -2.301831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Entering Unmasked Estep 
Score: -2593273.000000 Penalty: 1673.462036
	Iteration 0F: 2 clusters Score -2593273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2573342.750000 Penalty: 3346.924072
	Iteration 0F: 3 clusters Score -2573343 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2580978.000000 Penalty: 3346.924072
	Iteration 1F: 3 clusters Score -2580978 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2581627.750000 Penalty: 3346.924072
	Iteration 2F: 3 clusters Score -2581628 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2582556.750000 Penalty: 3346.924072
	Iteration 3F: 3 clusters Score -2582557 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2583883.500000 Penalty: 3346.924072
	Iteration 4F: 3 clusters Score -2583884 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2585904.500000 Penalty: 3346.924072
	Iteration 5F: 3 clusters Score -2585904 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2588827.500000 Penalty: 3346.924072
	Iteration 6F: 3 clusters Score -2588828 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2591133.000000 Penalty: 3346.924072
	Iteration 7F: 3 clusters Score -2591133 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2592331.250000 Penalty: 3346.924072
	Iteration 8F: 3 clusters Score -2592331 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2592986.750000 Penalty: 3346.924072
	Iteration 9Q: 3 clusters Score -2592987 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2593439.750000 Penalty: 3346.924072
	Iteration 10Q: 3 clusters Score -2593440 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2593805.000000 Penalty: 3346.924072
	Iteration 11Q: 3 clusters Score -2593805 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2594196.500000 Penalty: 3346.924072
	Iteration 12Q: 3 clusters Score -2594196 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2594537.000000 Penalty: 3346.924072
	Iteration 13Q: 3 clusters Score -2594537 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2594785.000000 Penalty: 3346.924072
	Iteration 14Q: 3 clusters Score -2594785 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2594925.500000 Penalty: 3346.924072
	Iteration 15Q: 3 clusters Score -2594926 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2594988.750000 Penalty: 3346.924072
	Iteration 16Q: 3 clusters Score -2594989 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2595029.500000 Penalty: 3346.924072
	Iteration 17Q: 3 clusters Score -2595030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2595039.750000 Penalty: 3346.924072
	Iteration 18Q: 3 clusters Score -2595040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2595059.000000 Penalty: 3346.924072
	Iteration 19Q: 3 clusters Score -2595059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2595057.500000 Penalty: 3346.924072
	Iteration 20F: 3 clusters Score -2595058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2595067.000000 Penalty: 3346.924072
	Iteration 21Q: 3 clusters Score -2595067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2595068.500000 Penalty: 3346.924072
	Iteration 22Q: 3 clusters Score -2595068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2595070.250000 Penalty: 3346.924072
	Iteration 23Q: 3 clusters Score -2595070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2595067.000000 Penalty: 3346.924072
	Iteration 24Q: 3 clusters Score -2595067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2595067.500000 Penalty: 3346.924072
	Iteration 25Q: 3 clusters Score -2595068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2595071.000000 Penalty: 3346.924072
	Iteration 26Q: 3 clusters Score -2595071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2595074.250000 Penalty: 3346.924072
	Iteration 27Q: 3 clusters Score -2595074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2595072.750000 Penalty: 3346.924072
	Iteration 28Q: 3 clusters Score -2595073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2595072.750000 Penalty: 3346.924072
	Iteration 29F: 3 clusters Score -2595073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 19203 members 
Mstep: Class 5 contains 49918 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 257496 members 
Mstep: Class 8 contains 22705 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 136470 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 19 contains 1860 members 
Entering Unmasked Estep 
Score: -45671716.000000 Penalty: 27824.294922
Splitting cluster 8 changes total score from -45668504.000000 to -45671716.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 12 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -272592.375000 Penalty: 1301.143066
	Iteration 0F: 2 clusters Score -272592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -269839.468750 Penalty: 2602.286133
	Iteration 0F: 3 clusters Score -269839.5 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -270501.968750 Penalty: 2602.286133
	Iteration 1F: 3 clusters Score -270502 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -270634.250000 Penalty: 2602.286133
	Iteration 2F: 3 clusters Score -270634.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -270707.000000 Penalty: 2602.286133
	Iteration 3Q: 3 clusters Score -270707 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -270752.281250 Penalty: 2602.286133
	Iteration 4Q: 3 clusters Score -270752.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -270787.656250 Penalty: 2602.286133
	Iteration 5Q: 3 clusters Score -270787.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -270810.593750 Penalty: 2602.286133
	Iteration 6Q: 3 clusters Score -270810.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -270832.937500 Penalty: 2602.286133
	Iteration 7Q: 3 clusters Score -270832.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -270856.031250 Penalty: 2602.286133
	Iteration 8Q: 3 clusters Score -270856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -270873.937500 Penalty: 2602.286133
	Iteration 9Q: 3 clusters Score -270873.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -270894.375000 Penalty: 2602.286133
	Iteration 10Q: 3 clusters Score -270894.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -270919.750000 Penalty: 2602.286133
	Iteration 11Q: 3 clusters Score -270919.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -270939.750000 Penalty: 2602.286133
	Iteration 12Q: 3 clusters Score -270939.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -270964.531250 Penalty: 2602.286133
	Iteration 13Q: 3 clusters Score -270964.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -270980.562500 Penalty: 2602.286133
	Iteration 14Q: 3 clusters Score -270980.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -270997.687500 Penalty: 2602.286133
	Iteration 15Q: 3 clusters Score -270997.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -271012.343750 Penalty: 2602.286133
	Iteration 16Q: 3 clusters Score -271012.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -271023.093750 Penalty: 2602.286133
	Iteration 17Q: 3 clusters Score -271023.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -271035.781250 Penalty: 2602.286133
	Iteration 18Q: 3 clusters Score -271035.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -271054.406250 Penalty: 2602.286133
	Iteration 19Q: 3 clusters Score -271054.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -271073.656250 Penalty: 2602.286133
	Iteration 20F: 3 clusters Score -271073.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -271092.843750 Penalty: 2602.286133
	Iteration 21Q: 3 clusters Score -271092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -271108.593750 Penalty: 2602.286133
	Iteration 22Q: 3 clusters Score -271108.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -271128.937500 Penalty: 2602.286133
	Iteration 23Q: 3 clusters Score -271128.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -271153.843750 Penalty: 2602.286133
	Iteration 24Q: 3 clusters Score -271153.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -271174.593750 Penalty: 2602.286133
	Iteration 25Q: 3 clusters Score -271174.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -271194.843750 Penalty: 2602.286133
	Iteration 26Q: 3 clusters Score -271194.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -271214.187500 Penalty: 2602.286133
	Iteration 27Q: 3 clusters Score -271214.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -271240.031250 Penalty: 2602.286133
	Iteration 28Q: 3 clusters Score -271240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -271257.125000 Penalty: 2602.286133
	Iteration 29Q: 3 clusters Score -271257.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -271280.625000 Penalty: 2602.286133
	Iteration 30Q: 3 clusters Score -271280.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -271306.718750 Penalty: 2602.286133
	Iteration 31Q: 3 clusters Score -271306.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -271340.343750 Penalty: 2602.286133
	Iteration 32Q: 3 clusters Score -271340.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -271373.187500 Penalty: 2602.286133
	Iteration 33Q: 3 clusters Score -271373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -271411.406250 Penalty: 2602.286133
	Iteration 34Q: 3 clusters Score -271411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -271439.312500 Penalty: 2602.286133
	Iteration 35Q: 3 clusters Score -271439.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -271462.750000 Penalty: 2602.286133
	Iteration 36Q: 3 clusters Score -271462.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -271479.625000 Penalty: 2602.286133
	Iteration 37Q: 3 clusters Score -271479.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -271495.000000 Penalty: 2602.286133
	Iteration 38Q: 3 clusters Score -271495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -271511.125000 Penalty: 2602.286133
	Iteration 39Q: 3 clusters Score -271511.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -271524.062500 Penalty: 2602.286133
	Iteration 40F: 3 clusters Score -271524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -271533.562500 Penalty: 2602.286133
	Iteration 41Q: 3 clusters Score -271533.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -271539.000000 Penalty: 2602.286133
	Iteration 42Q: 3 clusters Score -271539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -271542.656250 Penalty: 2602.286133
	Iteration 43Q: 3 clusters Score -271542.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -271550.187500 Penalty: 2602.286133
	Iteration 44Q: 3 clusters Score -271550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -271556.937500 Penalty: 2602.286133
	Iteration 45Q: 3 clusters Score -271556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -271558.125000 Penalty: 2602.286133
	Iteration 46Q: 3 clusters Score -271558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -271558.750000 Penalty: 2602.286133
	Iteration 47Q: 3 clusters Score -271558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -271559.656250 Penalty: 2602.286133
	Iteration 48Q: 3 clusters Score -271559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -271561.312500 Penalty: 2602.286133
	Iteration 49Q: 3 clusters Score -271561.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -271561.656250 Penalty: 2602.286133
	Iteration 50Q: 3 clusters Score -271561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -271563.062500 Penalty: 2602.286133
	Iteration 51Q: 3 clusters Score -271563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -271563.468750 Penalty: 2602.286133
	Iteration 52Q: 3 clusters Score -271563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -271564.406250 Penalty: 2602.286133
	Iteration 53Q: 3 clusters Score -271564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -271565.125000 Penalty: 2602.286133
	Iteration 54Q: 3 clusters Score -271565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -271565.125000 Penalty: 2602.286133
	Iteration 55F: 3 clusters Score -271565.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (136470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136470 members 
Entering Unmasked Estep 
Score: -11811426.000000 Penalty: 1921.377319
	Iteration 0F: 2 clusters Score -1.181143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -11719934.000000 Penalty: 3842.754639
	Iteration 0F: 3 clusters Score -1.171993e+07 nChanged 65579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -11758858.000000 Penalty: 3842.754639
	Iteration 1F: 3 clusters Score -1.175886e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -11759856.000000 Penalty: 3842.754639
	Iteration 2Q: 3 clusters Score -1.175986e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -11760803.000000 Penalty: 3842.754639
	Iteration 3Q: 3 clusters Score -1.17608e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 72890 members 
Entering Unmasked Estep 
Score: -11762147.000000 Penalty: 3842.754639
	Iteration 4Q: 3 clusters Score -1.176215e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -11763846.000000 Penalty: 3842.754639
	Iteration 5Q: 3 clusters Score -1.176385e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -11765812.000000 Penalty: 3842.754639
	Iteration 6Q: 3 clusters Score -1.176581e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -11768532.000000 Penalty: 3842.754639
	Iteration 7Q: 3 clusters Score -1.176853e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -11772500.000000 Penalty: 3842.754639
	Iteration 8F: 3 clusters Score -1.17725e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -11777860.000000 Penalty: 3842.754639
	Iteration 9F: 3 clusters Score -1.177786e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -11784122.000000 Penalty: 3842.754639
	Iteration 10F: 3 clusters Score -1.178412e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -11789494.000000 Penalty: 3842.754639
	Iteration 11F: 3 clusters Score -1.178949e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -11792998.000000 Penalty: 3842.754639
	Iteration 12Q: 3 clusters Score -1.1793e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 109328 members 
Entering Unmasked Estep 
Score: -11795105.000000 Penalty: 3842.754639
	Iteration 13Q: 3 clusters Score -1.17951e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -11796653.000000 Penalty: 3842.754639
	Iteration 14Q: 3 clusters Score -1.179665e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 114571 members 
Entering Unmasked Estep 
Score: -11797995.000000 Penalty: 3842.754639
	Iteration 15Q: 3 clusters Score -1.1798e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 117024 members 
Entering Unmasked Estep 
Score: -11799269.000000 Penalty: 3842.754639
	Iteration 16Q: 3 clusters Score -1.179927e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 119392 members 
Entering Unmasked Estep 
Score: -11800558.000000 Penalty: 3842.754639
	Iteration 17Q: 3 clusters Score -1.180056e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -11801836.000000 Penalty: 3842.754639
	Iteration 18Q: 3 clusters Score -1.180184e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -11803128.000000 Penalty: 3842.754639
	Iteration 19Q: 3 clusters Score -1.180313e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 125657 members 
Entering Unmasked Estep 
Score: -11804395.000000 Penalty: 3842.754639
	Iteration 20F: 3 clusters Score -1.18044e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -11805376.000000 Penalty: 3842.754639
	Iteration 21Q: 3 clusters Score -1.180538e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 128631 members 
Entering Unmasked Estep 
Score: -11806282.000000 Penalty: 3842.754639
	Iteration 22Q: 3 clusters Score -1.180628e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -11807049.000000 Penalty: 3842.754639
	Iteration 23Q: 3 clusters Score -1.180705e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -11807649.000000 Penalty: 3842.754639
	Iteration 24Q: 3 clusters Score -1.180765e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 131407 members 
Entering Unmasked Estep 
Score: -11808049.000000 Penalty: 3842.754639
	Iteration 25Q: 3 clusters Score -1.180805e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 132029 members 
Entering Unmasked Estep 
Score: -11808447.000000 Penalty: 3842.754639
	Iteration 26Q: 3 clusters Score -1.180845e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 132580 members 
Entering Unmasked Estep 
Score: -11808752.000000 Penalty: 3842.754639
	Iteration 27Q: 3 clusters Score -1.180875e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -11809011.000000 Penalty: 3842.754639
	Iteration 28Q: 3 clusters Score -1.180901e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -11809212.000000 Penalty: 3842.754639
	Iteration 29Q: 3 clusters Score -1.180921e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 133806 members 
Entering Unmasked Estep 
Score: -11809463.000000 Penalty: 3842.754639
	Iteration 30Q: 3 clusters Score -1.180946e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -11809586.000000 Penalty: 3842.754639
	Iteration 31Q: 3 clusters Score -1.180959e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 134304 members 
Entering Unmasked Estep 
Score: -11809692.000000 Penalty: 3842.754639
	Iteration 32Q: 3 clusters Score -1.180969e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 134491 members 
Entering Unmasked Estep 
Score: -11809764.000000 Penalty: 3842.754639
	Iteration 33Q: 3 clusters Score -1.180976e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -11809798.000000 Penalty: 3842.754639
	Iteration 34Q: 3 clusters Score -1.18098e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -11809853.000000 Penalty: 3842.754639
	Iteration 35Q: 3 clusters Score -1.180985e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 134827 members 
Entering Unmasked Estep 
Score: -11809865.000000 Penalty: 3842.754639
	Iteration 36Q: 3 clusters Score -1.180986e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 134891 members 
Entering Unmasked Estep 
Score: -11809887.000000 Penalty: 3842.754639
	Iteration 37Q: 3 clusters Score -1.180989e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 134942 members 
Entering Unmasked Estep 
Score: -11809895.000000 Penalty: 3842.754639
	Iteration 38Q: 3 clusters Score -1.18099e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 134988 members 
Entering Unmasked Estep 
Score: -11809914.000000 Penalty: 3842.754639
	Iteration 39Q: 3 clusters Score -1.180991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 135021 members 
Entering Unmasked Estep 
Score: -11809928.000000 Penalty: 3842.754639
	Iteration 40F: 3 clusters Score -1.180993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
Score: -11809952.000000 Penalty: 3842.754639
	Iteration 41Q: 3 clusters Score -1.180995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 135072 members 
Entering Unmasked Estep 
Score: -11809948.000000 Penalty: 3842.754639
	Iteration 42Q: 3 clusters Score -1.180995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 135093 members 
Entering Unmasked Estep 
Score: -11809952.000000 Penalty: 3842.754639
	Iteration 43Q: 3 clusters Score -1.180995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 135112 members 
Entering Unmasked Estep 
Score: -11809950.000000 Penalty: 3842.754639
	Iteration 44Q: 3 clusters Score -1.180995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 135134 members 
Entering Unmasked Estep 
Score: -11809959.000000 Penalty: 3842.754639
	Iteration 45Q: 3 clusters Score -1.180996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -11809972.000000 Penalty: 3842.754639
	Iteration 46Q: 3 clusters Score -1.180997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 135165 members 
Entering Unmasked Estep 
Score: -11809976.000000 Penalty: 3842.754639
	Iteration 47Q: 3 clusters Score -1.180998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 135182 members 
Entering Unmasked Estep 
Score: -11809993.000000 Penalty: 3842.754639
	Iteration 48Q: 3 clusters Score -1.180999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 135195 members 
Entering Unmasked Estep 
Score: -11810007.000000 Penalty: 3842.754639
	Iteration 49Q: 3 clusters Score -1.181001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -11810011.000000 Penalty: 3842.754639
	Iteration 50Q: 3 clusters Score -1.181001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 135218 members 
Entering Unmasked Estep 
Score: -11810013.000000 Penalty: 3842.754639
	Iteration 51Q: 3 clusters Score -1.181001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 135227 members 
Entering Unmasked Estep 
Score: -11810004.000000 Penalty: 3842.754639
	Iteration 52Q: 3 clusters Score -1.181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 135232 members 
Entering Unmasked Estep 
Score: -11810004.000000 Penalty: 3842.754639
	Iteration 53Q: 3 clusters Score -1.181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 135238 members 
Entering Unmasked Estep 
Score: -11810016.000000 Penalty: 3842.754639
	Iteration 54Q: 3 clusters Score -1.181002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 135248 members 
Entering Unmasked Estep 
Score: -11809999.000000 Penalty: 3842.754639
	Iteration 55Q: 3 clusters Score -1.181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 135260 members 
Entering Unmasked Estep 
Score: -11810003.000000 Penalty: 3842.754639
	Iteration 56Q: 3 clusters Score -1.181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -11810010.000000 Penalty: 3842.754639
	Iteration 57Q: 3 clusters Score -1.181001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 135270 members 
Entering Unmasked Estep 
Score: -11810016.000000 Penalty: 3842.754639
	Iteration 58Q: 3 clusters Score -1.181002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 135272 members 
Entering Unmasked Estep 
Score: -11810018.000000 Penalty: 3842.754639
	Iteration 59Q: 3 clusters Score -1.181002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -11810023.000000 Penalty: 3842.754639
	Iteration 60F: 3 clusters Score -1.181002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -11810022.000000 Penalty: 3842.754639
	Iteration 61Q: 3 clusters Score -1.181002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 135281 members 
Entering Unmasked Estep 
Score: -11810023.000000 Penalty: 3842.754639
	Iteration 62Q: 3 clusters Score -1.181002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 135284 members 
Entering Unmasked Estep 
Score: -11810032.000000 Penalty: 3842.754639
	Iteration 63Q: 3 clusters Score -1.181003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 135287 members 
Entering Unmasked Estep 
Score: -11810017.000000 Penalty: 3842.754639
	Iteration 64Q: 3 clusters Score -1.181002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 135289 members 
Entering Unmasked Estep 
Score: -11810015.000000 Penalty: 3842.754639
	Iteration 65Q: 3 clusters Score -1.181002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -11810013.000000 Penalty: 3842.754639
	Iteration 66Q: 3 clusters Score -1.181001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 135290 members 
Entering Unmasked Estep 
Score: -11810013.000000 Penalty: 3842.754639
	Iteration 67F: 3 clusters Score -1.181001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Entering Unmasked Estep 
Score: -724560.500000 Penalty: 1467.319336
	Iteration 0F: 2 clusters Score -724560.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -718452.937500 Penalty: 2934.638672
	Iteration 0F: 3 clusters Score -718452.9 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -720453.875000 Penalty: 2934.638672
	Iteration 1F: 3 clusters Score -720453.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -720769.250000 Penalty: 2934.638672
	Iteration 2F: 3 clusters Score -720769.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -721070.625000 Penalty: 2934.638672
	Iteration 3F: 3 clusters Score -721070.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -721397.937500 Penalty: 2934.638672
	Iteration 4F: 3 clusters Score -721397.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -721712.312500 Penalty: 2934.638672
	Iteration 5Q: 3 clusters Score -721712.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -722013.625000 Penalty: 2934.638672
	Iteration 6Q: 3 clusters Score -722013.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -722288.250000 Penalty: 2934.638672
	Iteration 7Q: 3 clusters Score -722288.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -722517.187500 Penalty: 2934.638672
	Iteration 8Q: 3 clusters Score -722517.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -722714.062500 Penalty: 2934.638672
	Iteration 9Q: 3 clusters Score -722714.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -722928.687500 Penalty: 2934.638672
	Iteration 10Q: 3 clusters Score -722928.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -723120.875000 Penalty: 2934.638672
	Iteration 11Q: 3 clusters Score -723120.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -723265.375000 Penalty: 2934.638672
	Iteration 12Q: 3 clusters Score -723265.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -723400.312500 Penalty: 2934.638672
	Iteration 13Q: 3 clusters Score -723400.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -723521.437500 Penalty: 2934.638672
	Iteration 14Q: 3 clusters Score -723521.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -723603.562500 Penalty: 2934.638672
	Iteration 15Q: 3 clusters Score -723603.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -723665.000000 Penalty: 2934.638672
	Iteration 16Q: 3 clusters Score -723665 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -723703.000000 Penalty: 2934.638672
	Iteration 17Q: 3 clusters Score -723703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -723728.312500 Penalty: 2934.638672
	Iteration 18Q: 3 clusters Score -723728.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -723750.562500 Penalty: 2934.638672
	Iteration 19Q: 3 clusters Score -723750.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -723764.125000 Penalty: 2934.638672
	Iteration 20F: 3 clusters Score -723764.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -723778.187500 Penalty: 2934.638672
	Iteration 21Q: 3 clusters Score -723778.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -723784.625000 Penalty: 2934.638672
	Iteration 22Q: 3 clusters Score -723784.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -723792.812500 Penalty: 2934.638672
	Iteration 23Q: 3 clusters Score -723792.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -723797.875000 Penalty: 2934.638672
	Iteration 24Q: 3 clusters Score -723797.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -723802.250000 Penalty: 2934.638672
	Iteration 25Q: 3 clusters Score -723802.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -723806.562500 Penalty: 2934.638672
	Iteration 26Q: 3 clusters Score -723806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -723807.937500 Penalty: 2934.638672
	Iteration 27Q: 3 clusters Score -723807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -723809.937500 Penalty: 2934.638672
	Iteration 28Q: 3 clusters Score -723809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -723809.312500 Penalty: 2934.638672
	Iteration 29Q: 3 clusters Score -723809.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -723809.187500 Penalty: 2934.638672
	Iteration 30Q: 3 clusters Score -723809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -723812.125000 Penalty: 2934.638672
	Iteration 31Q: 3 clusters Score -723812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -723811.625000 Penalty: 2934.638672
	Iteration 32Q: 3 clusters Score -723811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -723814.375000 Penalty: 2934.638672
	Iteration 33Q: 3 clusters Score -723814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -723817.375000 Penalty: 2934.638672
	Iteration 34Q: 3 clusters Score -723817.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -723819.125000 Penalty: 2934.638672
	Iteration 35Q: 3 clusters Score -723819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -723821.937500 Penalty: 2934.638672
	Iteration 36Q: 3 clusters Score -723821.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -723825.000000 Penalty: 2934.638672
	Iteration 37Q: 3 clusters Score -723825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -723826.250000 Penalty: 2934.638672
	Iteration 38Q: 3 clusters Score -723826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -723829.250000 Penalty: 2934.638672
	Iteration 39Q: 3 clusters Score -723829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -723829.812500 Penalty: 2934.638672
	Iteration 40F: 3 clusters Score -723829.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -723833.812500 Penalty: 2934.638672
	Iteration 41Q: 3 clusters Score -723833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -723835.625000 Penalty: 2934.638672
	Iteration 42Q: 3 clusters Score -723835.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -723838.750000 Penalty: 2934.638672
	Iteration 43Q: 3 clusters Score -723838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -723841.312500 Penalty: 2934.638672
	Iteration 44Q: 3 clusters Score -723841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -723840.625000 Penalty: 2934.638672
	Iteration 45Q: 3 clusters Score -723840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -723841.250000 Penalty: 2934.638672
	Iteration 46Q: 3 clusters Score -723841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -723842.500000 Penalty: 2934.638672
	Iteration 47Q: 3 clusters Score -723842.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -723842.437500 Penalty: 2934.638672
	Iteration 48Q: 3 clusters Score -723842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -723842.812500 Penalty: 2934.638672
	Iteration 49Q: 3 clusters Score -723842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -723844.062500 Penalty: 2934.638672
	Iteration 50Q: 3 clusters Score -723844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -723844.250000 Penalty: 2934.638672
	Iteration 51Q: 3 clusters Score -723844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -723844.875000 Penalty: 2934.638672
	Iteration 52Q: 3 clusters Score -723844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -723846.812500 Penalty: 2934.638672
	Iteration 53Q: 3 clusters Score -723846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -723846.062500 Penalty: 2934.638672
	Iteration 54Q: 3 clusters Score -723846.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -723848.125000 Penalty: 2934.638672
	Iteration 55Q: 3 clusters Score -723848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -723848.937500 Penalty: 2934.638672
	Iteration 56Q: 3 clusters Score -723848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -723848.750000 Penalty: 2934.638672
	Iteration 57Q: 3 clusters Score -723848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -723850.812500 Penalty: 2934.638672
	Iteration 58Q: 3 clusters Score -723850.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -723850.437500 Penalty: 2934.638672
	Iteration 59Q: 3 clusters Score -723850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -723850.437500 Penalty: 2934.638672
	Iteration 60F: 3 clusters Score -723850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -723851.375000 Penalty: 2934.638672
	Iteration 61Q: 3 clusters Score -723851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -723852.875000 Penalty: 2934.638672
	Iteration 62Q: 3 clusters Score -723852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -723853.500000 Penalty: 2934.638672
	Iteration 63Q: 3 clusters Score -723853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -723852.812500 Penalty: 2934.638672
	Iteration 64Q: 3 clusters Score -723852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -723856.000000 Penalty: 2934.638672
	Iteration 65Q: 3 clusters Score -723856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -723857.750000 Penalty: 2934.638672
	Iteration 66Q: 3 clusters Score -723857.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -723861.937500 Penalty: 2934.638672
	Iteration 67Q: 3 clusters Score -723861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -723863.562500 Penalty: 2934.638672
	Iteration 68Q: 3 clusters Score -723863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -723865.250000 Penalty: 2934.638672
	Iteration 69Q: 3 clusters Score -723865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -723868.812500 Penalty: 2934.638672
	Iteration 70Q: 3 clusters Score -723868.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -723871.437500 Penalty: 2934.638672
	Iteration 71Q: 3 clusters Score -723871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -723873.062500 Penalty: 2934.638672
	Iteration 72Q: 3 clusters Score -723873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -723877.250000 Penalty: 2934.638672
	Iteration 73Q: 3 clusters Score -723877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -723877.687500 Penalty: 2934.638672
	Iteration 74Q: 3 clusters Score -723877.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -723880.000000 Penalty: 2934.638672
	Iteration 75Q: 3 clusters Score -723880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -723879.437500 Penalty: 2934.638672
	Iteration 76Q: 3 clusters Score -723879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -723882.750000 Penalty: 2934.638672
	Iteration 77Q: 3 clusters Score -723882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -723882.937500 Penalty: 2934.638672
	Iteration 78Q: 3 clusters Score -723882.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -723885.750000 Penalty: 2934.638672
	Iteration 79Q: 3 clusters Score -723885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -723888.000000 Penalty: 2934.638672
	Iteration 80F: 3 clusters Score -723888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -723891.250000 Penalty: 2934.638672
	Iteration 81Q: 3 clusters Score -723891.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -723893.875000 Penalty: 2934.638672
	Iteration 82Q: 3 clusters Score -723893.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -723901.000000 Penalty: 2934.638672
	Iteration 83Q: 3 clusters Score -723901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -723907.187500 Penalty: 2934.638672
	Iteration 84Q: 3 clusters Score -723907.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -723917.187500 Penalty: 2934.638672
	Iteration 85Q: 3 clusters Score -723917.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -723925.812500 Penalty: 2934.638672
	Iteration 86Q: 3 clusters Score -723925.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -723936.125000 Penalty: 2934.638672
	Iteration 87Q: 3 clusters Score -723936.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -723943.000000 Penalty: 2934.638672
	Iteration 88Q: 3 clusters Score -723943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -723948.750000 Penalty: 2934.638672
	Iteration 89Q: 3 clusters Score -723948.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -723958.187500 Penalty: 2934.638672
	Iteration 90Q: 3 clusters Score -723958.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -723968.937500 Penalty: 2934.638672
	Iteration 91Q: 3 clusters Score -723968.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -723979.312500 Penalty: 2934.638672
	Iteration 92Q: 3 clusters Score -723979.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -723988.125000 Penalty: 2934.638672
	Iteration 93Q: 3 clusters Score -723988.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -723995.437500 Penalty: 2934.638672
	Iteration 94Q: 3 clusters Score -723995.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -724004.062500 Penalty: 2934.638672
	Iteration 95Q: 3 clusters Score -724004.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -724013.250000 Penalty: 2934.638672
	Iteration 96Q: 3 clusters Score -724013.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -724024.625000 Penalty: 2934.638672
	Iteration 97Q: 3 clusters Score -724024.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -724037.812500 Penalty: 2934.638672
	Iteration 98Q: 3 clusters Score -724037.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -724053.312500 Penalty: 2934.638672
	Iteration 99Q: 3 clusters Score -724053.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -724069.562500 Penalty: 2934.638672
	Iteration 100F: 3 clusters Score -724069.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -724097.500000 Penalty: 2934.638672
	Iteration 101Q: 3 clusters Score -724097.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -724122.812500 Penalty: 2934.638672
	Iteration 102Q: 3 clusters Score -724122.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -724144.937500 Penalty: 2934.638672
	Iteration 103Q: 3 clusters Score -724144.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -724168.062500 Penalty: 2934.638672
	Iteration 104Q: 3 clusters Score -724168.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -724190.562500 Penalty: 2934.638672
	Iteration 105Q: 3 clusters Score -724190.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -724215.750000 Penalty: 2934.638672
	Iteration 106Q: 3 clusters Score -724215.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -724238.625000 Penalty: 2934.638672
	Iteration 107Q: 3 clusters Score -724238.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -724258.437500 Penalty: 2934.638672
	Iteration 108Q: 3 clusters Score -724258.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -724277.125000 Penalty: 2934.638672
	Iteration 109Q: 3 clusters Score -724277.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -724298.625000 Penalty: 2934.638672
	Iteration 110Q: 3 clusters Score -724298.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -724318.125000 Penalty: 2934.638672
	Iteration 111Q: 3 clusters Score -724318.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -724336.500000 Penalty: 2934.638672
	Iteration 112Q: 3 clusters Score -724336.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -724349.625000 Penalty: 2934.638672
	Iteration 113Q: 3 clusters Score -724349.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -724357.312500 Penalty: 2934.638672
	Iteration 114Q: 3 clusters Score -724357.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -724365.937500 Penalty: 2934.638672
	Iteration 115Q: 3 clusters Score -724365.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -724380.437500 Penalty: 2934.638672
	Iteration 116Q: 3 clusters Score -724380.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -724388.187500 Penalty: 2934.638672
	Iteration 117Q: 3 clusters Score -724388.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -724396.375000 Penalty: 2934.638672
	Iteration 118Q: 3 clusters Score -724396.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -724401.625000 Penalty: 2934.638672
	Iteration 119Q: 3 clusters Score -724401.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -724413.250000 Penalty: 2934.638672
	Iteration 120F: 3 clusters Score -724413.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -724421.875000 Penalty: 2934.638672
	Iteration 121Q: 3 clusters Score -724421.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -724433.937500 Penalty: 2934.638672
	Iteration 122Q: 3 clusters Score -724433.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -724445.875000 Penalty: 2934.638672
	Iteration 123Q: 3 clusters Score -724445.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -724451.937500 Penalty: 2934.638672
	Iteration 124Q: 3 clusters Score -724451.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -724459.312500 Penalty: 2934.638672
	Iteration 125Q: 3 clusters Score -724459.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -724462.687500 Penalty: 2934.638672
	Iteration 126Q: 3 clusters Score -724462.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -724466.000000 Penalty: 2934.638672
	Iteration 127Q: 3 clusters Score -724466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -724466.000000 Penalty: 2934.638672
	Iteration 128Q: 3 clusters Score -724466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -724466.375000 Penalty: 2934.638672
	Iteration 129Q: 3 clusters Score -724466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -724468.250000 Penalty: 2934.638672
	Iteration 130Q: 3 clusters Score -724468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -724470.062500 Penalty: 2934.638672
	Iteration 131Q: 3 clusters Score -724470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -724470.562500 Penalty: 2934.638672
	Iteration 132Q: 3 clusters Score -724470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -724471.187500 Penalty: 2934.638672
	Iteration 133Q: 3 clusters Score -724471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -724473.000000 Penalty: 2934.638672
	Iteration 134Q: 3 clusters Score -724473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -724472.937500 Penalty: 2934.638672
	Iteration 135Q: 3 clusters Score -724472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -724471.187500 Penalty: 2934.638672
	Iteration 136Q: 3 clusters Score -724471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -724470.500000 Penalty: 2934.638672
	Iteration 137Q: 3 clusters Score -724470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -724473.187500 Penalty: 2934.638672
	Iteration 138Q: 3 clusters Score -724473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -724473.375000 Penalty: 2934.638672
	Iteration 139Q: 3 clusters Score -724473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -724473.937500 Penalty: 2934.638672
	Iteration 140F: 3 clusters Score -724473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -724475.625000 Penalty: 2934.638672
	Iteration 141Q: 3 clusters Score -724475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -724476.187500 Penalty: 2934.638672
	Iteration 142Q: 3 clusters Score -724476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -724477.000000 Penalty: 2934.638672
	Iteration 143Q: 3 clusters Score -724477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -724477.812500 Penalty: 2934.638672
	Iteration 144Q: 3 clusters Score -724477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -724477.812500 Penalty: 2934.638672
	Iteration 145F: 3 clusters Score -724477.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -151146.750000 Penalty: 1223.353882
	Iteration 0F: 2 clusters Score -151146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -149199.156250 Penalty: 2446.707764
	Iteration 0F: 3 clusters Score -149199.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -149647.250000 Penalty: 2446.707764
	Iteration 1F: 3 clusters Score -149647.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -149852.484375 Penalty: 2446.707764
	Iteration 2F: 3 clusters Score -149852.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -149988.453125 Penalty: 2446.707764
	Iteration 3F: 3 clusters Score -149988.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150084.328125 Penalty: 2446.707764
	Iteration 4Q: 3 clusters Score -150084.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -150204.390625 Penalty: 2446.707764
	Iteration 5Q: 3 clusters Score -150204.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -150292.640625 Penalty: 2446.707764
	Iteration 6Q: 3 clusters Score -150292.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -150385.546875 Penalty: 2446.707764
	Iteration 7Q: 3 clusters Score -150385.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -150499.171875 Penalty: 2446.707764
	Iteration 8F: 3 clusters Score -150499.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -150657.328125 Penalty: 2446.707764
	Iteration 9F: 3 clusters Score -150657.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -150986.968750 Penalty: 2446.707764
	Iteration 10F: 3 clusters Score -150987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -151315.203125 Penalty: 2446.707764
	Iteration 11F: 3 clusters Score -151315.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -151517.703125 Penalty: 2446.707764
	Iteration 12F: 3 clusters Score -151517.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -151577.640625 Penalty: 2446.707764
	Iteration 13Q: 3 clusters Score -151577.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -151603.343750 Penalty: 2446.707764
	Iteration 14Q: 3 clusters Score -151603.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -151618.843750 Penalty: 2446.707764
	Iteration 15Q: 3 clusters Score -151618.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -151629.781250 Penalty: 2446.707764
	Iteration 16Q: 3 clusters Score -151629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -151630.546875 Penalty: 2446.707764
	Iteration 17Q: 3 clusters Score -151630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -151630.546875 Penalty: 2446.707764
	Iteration 18F: 3 clusters Score -151630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 19203 members 
Mstep: Class 5 contains 49918 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 257496 members 
Mstep: Class 8 contains 22705 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 136470 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 19 contains 310 members 
Entering Unmasked Estep 
Score: -45671220.000000 Penalty: 29964.625000
Splitting cluster 19 changes total score from -45668504.000000 to -45671220.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 5 contains 49918 members 
Mstep: Class 6 contains 4490 members 
Mstep: Class 7 contains 257496 members 
Mstep: Class 8 contains 22705 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 136470 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 19 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45673568.000000 Penalty: 29964.625000
Iteration 39Q: 15 clusters Score -4.567357e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 7545 members 
Mstep: Class 4 contains 19007 members 
Mstep: Class 5 contains 50050 members 
Mstep: Class 6 contains 4700 members 
Mstep: Class 7 contains 256817 members 
Mstep: Class 8 contains 22254 members 
Mstep: Class 9 contains 7534 members 
Mstep: Class 10 contains 1538 members 
Mstep: Class 12 contains 2967 members 
Mstep: Class 13 contains 137347 members 
Mstep: Class 16 contains 8370 members 
Mstep: Class 19 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45675440.000000 Penalty: 29964.625000
Iteration 40F: 15 clusters Score -4.567544e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1411 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 19429 members 
Mstep: Class 5 contains 50182 members 
Mstep: Class 6 contains 5014 members 
Mstep: Class 7 contains 256085 members 
Mstep: Class 8 contains 21908 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 1679 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 137525 members 
Mstep: Class 16 contains 8367 members 
Mstep: Class 19 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676416.000000 Penalty: 29964.625000
Iteration 41Q: 15 clusters Score -4.567642e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1426 members 
Mstep: Class 3 contains 7148 members 
Mstep: Class 4 contains 19707 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 5319 members 
Mstep: Class 7 contains 255329 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 1748 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 137766 members 
Mstep: Class 16 contains 8359 members 
Mstep: Class 19 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45677168.000000 Penalty: 29964.625000
Iteration 42Q: 15 clusters Score -4.567717e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1440 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 19886 members 
Mstep: Class 5 contains 50429 members 
Mstep: Class 6 contains 5630 members 
Mstep: Class 7 contains 254497 members 
Mstep: Class 8 contains 21617 members 
Mstep: Class 9 contains 8598 members 
Mstep: Class 10 contains 1774 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 138114 members 
Mstep: Class 16 contains 8347 members 
Mstep: Class 19 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45677768.000000 Penalty: 29964.625000
Iteration 43Q: 15 clusters Score -4.567777e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 6825 members 
Mstep: Class 4 contains 20008 members 
Mstep: Class 5 contains 50545 members 
Mstep: Class 6 contains 5918 members 
Mstep: Class 7 contains 253690 members 
Mstep: Class 8 contains 21528 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 138457 members 
Mstep: Class 16 contains 8343 members 
Mstep: Class 19 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678656.000000 Penalty: 29964.625000
Iteration 44Q: 15 clusters Score -4.567866e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1473 members 
Mstep: Class 3 contains 6741 members 
Mstep: Class 4 contains 20103 members 
Mstep: Class 5 contains 50659 members 
Mstep: Class 6 contains 6168 members 
Mstep: Class 7 contains 252855 members 
Mstep: Class 8 contains 21451 members 
Mstep: Class 9 contains 9241 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 138854 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 19 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45679424.000000 Penalty: 29964.625000
Iteration 45Q: 15 clusters Score -4.567942e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 6757 members 
Mstep: Class 4 contains 20192 members 
Mstep: Class 5 contains 50786 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 251966 members 
Mstep: Class 8 contains 21390 members 
Mstep: Class 9 contains 9583 members 
Mstep: Class 10 contains 1803 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 139135 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 19 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45680148.000000 Penalty: 29964.625000
Iteration 46Q: 15 clusters Score -4.568015e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1493 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 20252 members 
Mstep: Class 5 contains 50934 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 251052 members 
Mstep: Class 8 contains 21334 members 
Mstep: Class 9 contains 9914 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 139468 members 
Mstep: Class 16 contains 8310 members 
Mstep: Class 19 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45680700.000000 Penalty: 29964.625000
Iteration 47Q: 15 clusters Score -4.56807e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 20298 members 
Mstep: Class 5 contains 51087 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 250146 members 
Mstep: Class 8 contains 21302 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 139778 members 
Mstep: Class 16 contains 8300 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45681156.000000 Penalty: 29964.625000
Iteration 48Q: 15 clusters Score -4.568116e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 7078 members 
Mstep: Class 4 contains 20343 members 
Mstep: Class 5 contains 51249 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 249263 members 
Mstep: Class 8 contains 21281 members 
Mstep: Class 9 contains 10632 members 
Mstep: Class 10 contains 1815 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 140080 members 
Mstep: Class 16 contains 8293 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45681436.000000 Penalty: 29964.625000
Iteration 49Q: 15 clusters Score -4.568144e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 7160 members 
Mstep: Class 4 contains 20376 members 
Mstep: Class 5 contains 51413 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 248411 members 
Mstep: Class 8 contains 21256 members 
Mstep: Class 9 contains 11000 members 
Mstep: Class 10 contains 1818 members 
Mstep: Class 12 contains 2954 members 
Mstep: Class 13 contains 140402 members 
Mstep: Class 16 contains 8281 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45681624.000000 Penalty: 29964.625000
Iteration 50Q: 15 clusters Score -4.568162e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 7236 members 
Mstep: Class 4 contains 20397 members 
Mstep: Class 5 contains 51578 members 
Mstep: Class 6 contains 6715 members 
Mstep: Class 7 contains 247526 members 
Mstep: Class 8 contains 21235 members 
Mstep: Class 9 contains 11412 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 140692 members 
Mstep: Class 16 contains 8270 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45681932.000000 Penalty: 29964.625000
Iteration 51Q: 15 clusters Score -4.568193e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 4 contains 20413 members 
Mstep: Class 5 contains 51733 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 246711 members 
Mstep: Class 8 contains 21219 members 
Mstep: Class 9 contains 11800 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 140919 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45681908.000000 Penalty: 29964.625000
Iteration 52Q: 15 clusters Score -4.568191e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1521 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 51874 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 245940 members 
Mstep: Class 8 contains 21214 members 
Mstep: Class 9 contains 12194 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 141144 members 
Mstep: Class 16 contains 8273 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682040.000000 Penalty: 29964.625000
Iteration 53Q: 15 clusters Score -4.568204e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1523 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 20448 members 
Mstep: Class 5 contains 52035 members 
Mstep: Class 6 contains 6791 members 
Mstep: Class 7 contains 245190 members 
Mstep: Class 8 contains 21198 members 
Mstep: Class 9 contains 12581 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 141367 members 
Mstep: Class 16 contains 8272 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682104.000000 Penalty: 29964.625000
Iteration 54Q: 15 clusters Score -4.56821e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 20471 members 
Mstep: Class 5 contains 52209 members 
Mstep: Class 6 contains 6795 members 
Mstep: Class 7 contains 244471 members 
Mstep: Class 8 contains 21178 members 
Mstep: Class 9 contains 12937 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 141591 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682016.000000 Penalty: 29964.625000
Iteration 55Q: 15 clusters Score -4.568202e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 20491 members 
Mstep: Class 5 contains 52396 members 
Mstep: Class 6 contains 6806 members 
Mstep: Class 7 contains 243757 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 13262 members 
Mstep: Class 10 contains 1829 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 141774 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682228.000000 Penalty: 29964.625000
Iteration 56Q: 15 clusters Score -4.568223e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 52600 members 
Mstep: Class 6 contains 6818 members 
Mstep: Class 7 contains 243098 members 
Mstep: Class 8 contains 21176 members 
Mstep: Class 9 contains 13533 members 
Mstep: Class 10 contains 1830 members 
Mstep: Class 12 contains 2921 members 
Mstep: Class 13 contains 141954 members 
Mstep: Class 16 contains 8260 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682244.000000 Penalty: 29964.625000
Iteration 57Q: 15 clusters Score -4.568224e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1535 members 
Mstep: Class 3 contains 7502 members 
Mstep: Class 4 contains 20512 members 
Mstep: Class 5 contains 52815 members 
Mstep: Class 6 contains 6825 members 
Mstep: Class 7 contains 242487 members 
Mstep: Class 8 contains 21181 members 
Mstep: Class 9 contains 13792 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 12 contains 2905 members 
Mstep: Class 13 contains 142102 members 
Mstep: Class 16 contains 8251 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682408.000000 Penalty: 29964.625000
Iteration 58Q: 15 clusters Score -4.568241e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 20519 members 
Mstep: Class 5 contains 53018 members 
Mstep: Class 6 contains 6835 members 
Mstep: Class 7 contains 241913 members 
Mstep: Class 8 contains 21199 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 12 contains 2892 members 
Mstep: Class 13 contains 142229 members 
Mstep: Class 16 contains 8241 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682452.000000 Penalty: 29964.625000
Iteration 59Q: 15 clusters Score -4.568245e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 7537 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 5 contains 53205 members 
Mstep: Class 6 contains 6833 members 
Mstep: Class 7 contains 241394 members 
Mstep: Class 8 contains 21205 members 
Mstep: Class 9 contains 14245 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 142370 members 
Mstep: Class 16 contains 8227 members 
Mstep: Class 19 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682868.000000 Penalty: 29964.625000
Iteration 60F: 15 clusters Score -4.568287e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 7555 members 
Mstep: Class 4 contains 20535 members 
Mstep: Class 5 contains 53388 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 240881 members 
Mstep: Class 8 contains 21204 members 
Mstep: Class 9 contains 14462 members 
Mstep: Class 10 contains 1832 members 
Mstep: Class 12 contains 2874 members 
Mstep: Class 13 contains 142499 members 
Mstep: Class 16 contains 8212 members 
Mstep: Class 19 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683196.000000 Penalty: 29964.625000
Iteration 61Q: 15 clusters Score -4.56832e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 7571 members 
Mstep: Class 4 contains 20541 members 
Mstep: Class 5 contains 53582 members 
Mstep: Class 6 contains 6852 members 
Mstep: Class 7 contains 240386 members 
Mstep: Class 8 contains 21209 members 
Mstep: Class 9 contains 14659 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 142616 members 
Mstep: Class 16 contains 8202 members 
Mstep: Class 19 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683348.000000 Penalty: 29964.625000
Iteration 62Q: 15 clusters Score -4.568335e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 7585 members 
Mstep: Class 4 contains 20547 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 239926 members 
Mstep: Class 8 contains 21211 members 
Mstep: Class 9 contains 14820 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 12 contains 2851 members 
Mstep: Class 13 contains 142727 members 
Mstep: Class 16 contains 8190 members 
Mstep: Class 19 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683204.000000 Penalty: 29964.625000
Iteration 63Q: 15 clusters Score -4.56832e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 7601 members 
Mstep: Class 4 contains 20550 members 
Mstep: Class 5 contains 54007 members 
Mstep: Class 6 contains 6863 members 
Mstep: Class 7 contains 239460 members 
Mstep: Class 8 contains 21214 members 
Mstep: Class 9 contains 14988 members 
Mstep: Class 10 contains 1867 members 
Mstep: Class 12 contains 2840 members 
Mstep: Class 13 contains 142827 members 
Mstep: Class 16 contains 8182 members 
Mstep: Class 19 contains 273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683228.000000 Penalty: 29964.625000
Iteration 64Q: 15 clusters Score -4.568323e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1562 members 
Mstep: Class 3 contains 7612 members 
Mstep: Class 4 contains 20555 members 
Mstep: Class 5 contains 54251 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 238986 members 
Mstep: Class 8 contains 21217 members 
Mstep: Class 9 contains 15151 members 
Mstep: Class 10 contains 1876 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 142915 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 19 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683228.000000 Penalty: 29964.625000
Iteration 65Q: 15 clusters Score -4.568323e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 7623 members 
Mstep: Class 4 contains 20567 members 
Mstep: Class 5 contains 54497 members 
Mstep: Class 6 contains 6863 members 
Mstep: Class 7 contains 238504 members 
Mstep: Class 8 contains 21216 members 
Mstep: Class 9 contains 15316 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 142988 members 
Mstep: Class 16 contains 8172 members 
Mstep: Class 19 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683196.000000 Penalty: 29964.625000
Iteration 66Q: 15 clusters Score -4.56832e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1566 members 
Mstep: Class 3 contains 7630 members 
Mstep: Class 4 contains 20577 members 
Mstep: Class 5 contains 54752 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 7 contains 238016 members 
Mstep: Class 8 contains 21223 members 
Mstep: Class 9 contains 15481 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 12 contains 2812 members 
Mstep: Class 13 contains 143066 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 19 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683232.000000 Penalty: 29964.625000
Iteration 67Q: 15 clusters Score -4.568323e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 55008 members 
Mstep: Class 6 contains 6850 members 
Mstep: Class 7 contains 237545 members 
Mstep: Class 8 contains 21224 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 143155 members 
Mstep: Class 16 contains 8166 members 
Mstep: Class 19 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683280.000000 Penalty: 29964.625000
Iteration 68Q: 15 clusters Score -4.568328e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 7652 members 
Mstep: Class 4 contains 20591 members 
Mstep: Class 5 contains 55267 members 
Mstep: Class 6 contains 6849 members 
Mstep: Class 7 contains 237098 members 
Mstep: Class 8 contains 21229 members 
Mstep: Class 9 contains 15760 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 143222 members 
Mstep: Class 16 contains 8165 members 
Mstep: Class 19 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683432.000000 Penalty: 29964.625000
Iteration 69Q: 15 clusters Score -4.568343e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 3 contains 7659 members 
Mstep: Class 4 contains 20602 members 
Mstep: Class 5 contains 55529 members 
Mstep: Class 6 contains 6850 members 
Mstep: Class 7 contains 236667 members 
Mstep: Class 8 contains 21233 members 
Mstep: Class 9 contains 15875 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 12 contains 2766 members 
Mstep: Class 13 contains 143285 members 
Mstep: Class 16 contains 8159 members 
Mstep: Class 19 contains 259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683592.000000 Penalty: 29964.625000
Iteration 70Q: 15 clusters Score -4.568359e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7667 members 
Mstep: Class 4 contains 20609 members 
Mstep: Class 5 contains 55785 members 
Mstep: Class 6 contains 6847 members 
Mstep: Class 7 contains 236263 members 
Mstep: Class 8 contains 21245 members 
Mstep: Class 9 contains 15983 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 143323 members 
Mstep: Class 16 contains 8152 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683592.000000 Penalty: 29964.625000
Iteration 71Q: 15 clusters Score -4.568359e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 20620 members 
Mstep: Class 5 contains 56020 members 
Mstep: Class 6 contains 6843 members 
Mstep: Class 7 contains 235866 members 
Mstep: Class 8 contains 21253 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 143362 members 
Mstep: Class 16 contains 8151 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683600.000000 Penalty: 29964.625000
Iteration 72Q: 15 clusters Score -4.56836e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 20626 members 
Mstep: Class 5 contains 56223 members 
Mstep: Class 6 contains 6837 members 
Mstep: Class 7 contains 235512 members 
Mstep: Class 8 contains 21265 members 
Mstep: Class 9 contains 16234 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2747 members 
Mstep: Class 13 contains 143404 members 
Mstep: Class 16 contains 8147 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683788.000000 Penalty: 29964.625000
Iteration 73Q: 15 clusters Score -4.568379e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 20631 members 
Mstep: Class 5 contains 56458 members 
Mstep: Class 6 contains 6835 members 
Mstep: Class 7 contains 235137 members 
Mstep: Class 8 contains 21276 members 
Mstep: Class 9 contains 16350 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 143439 members 
Mstep: Class 16 contains 8145 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683796.000000 Penalty: 29964.625000
Iteration 74Q: 15 clusters Score -4.56838e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 20636 members 
Mstep: Class 5 contains 56694 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 234756 members 
Mstep: Class 8 contains 21280 members 
Mstep: Class 9 contains 16458 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2731 members 
Mstep: Class 13 contains 143482 members 
Mstep: Class 16 contains 8142 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683880.000000 Penalty: 29964.625000
Iteration 75Q: 15 clusters Score -4.568388e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 20638 members 
Mstep: Class 5 contains 56922 members 
Mstep: Class 6 contains 6837 members 
Mstep: Class 7 contains 234413 members 
Mstep: Class 8 contains 21287 members 
Mstep: Class 9 contains 16546 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2726 members 
Mstep: Class 13 contains 143516 members 
Mstep: Class 16 contains 8138 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683832.000000 Penalty: 29964.625000
Iteration 76Q: 15 clusters Score -4.568383e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 20644 members 
Mstep: Class 5 contains 57130 members 
Mstep: Class 6 contains 6834 members 
Mstep: Class 7 contains 234104 members 
Mstep: Class 8 contains 21294 members 
Mstep: Class 9 contains 16619 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 143551 members 
Mstep: Class 16 contains 8136 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683924.000000 Penalty: 29964.625000
Iteration 77Q: 15 clusters Score -4.568392e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7709 members 
Mstep: Class 4 contains 20647 members 
Mstep: Class 5 contains 57325 members 
Mstep: Class 6 contains 6833 members 
Mstep: Class 7 contains 233814 members 
Mstep: Class 8 contains 21297 members 
Mstep: Class 9 contains 16681 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 143581 members 
Mstep: Class 16 contains 8134 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683924.000000 Penalty: 29964.625000
Iteration 78Q: 15 clusters Score -4.568392e+07 nChanged 372
Entering ConstructFrom: 
Score: -45683924.000000 Penalty: 29964.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -231191.140625 Penalty: 1274.497925
	Iteration 0F: 2 clusters Score -231191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -228733.765625 Penalty: 2548.995850
	Iteration 0F: 3 clusters Score -228733.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -229237.171875 Penalty: 2548.995850
	Iteration 1F: 3 clusters Score -229237.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -229337.390625 Penalty: 2548.995850
	Iteration 2F: 3 clusters Score -229337.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -229413.078125 Penalty: 2548.995850
	Iteration 3Q: 3 clusters Score -229413.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -229464.656250 Penalty: 2548.995850
	Iteration 4Q: 3 clusters Score -229464.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -229503.125000 Penalty: 2548.995850
	Iteration 5Q: 3 clusters Score -229503.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229539.531250 Penalty: 2548.995850
	Iteration 6Q: 3 clusters Score -229539.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -229578.343750 Penalty: 2548.995850
	Iteration 7Q: 3 clusters Score -229578.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229607.875000 Penalty: 2548.995850
	Iteration 8Q: 3 clusters Score -229607.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -229638.296875 Penalty: 2548.995850
	Iteration 9Q: 3 clusters Score -229638.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229657.765625 Penalty: 2548.995850
	Iteration 10Q: 3 clusters Score -229657.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -229668.953125 Penalty: 2548.995850
	Iteration 11Q: 3 clusters Score -229669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -229679.375000 Penalty: 2548.995850
	Iteration 12Q: 3 clusters Score -229679.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229691.484375 Penalty: 2548.995850
	Iteration 13Q: 3 clusters Score -229691.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -229704.437500 Penalty: 2548.995850
	Iteration 14Q: 3 clusters Score -229704.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -229714.796875 Penalty: 2548.995850
	Iteration 15Q: 3 clusters Score -229714.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -229724.625000 Penalty: 2548.995850
	Iteration 16Q: 3 clusters Score -229724.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229735.406250 Penalty: 2548.995850
	Iteration 17Q: 3 clusters Score -229735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -229741.453125 Penalty: 2548.995850
	Iteration 18Q: 3 clusters Score -229741.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229750.031250 Penalty: 2548.995850
	Iteration 19Q: 3 clusters Score -229750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -229758.531250 Penalty: 2548.995850
	Iteration 20F: 3 clusters Score -229758.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229765.531250 Penalty: 2548.995850
	Iteration 21Q: 3 clusters Score -229765.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -229774.625000 Penalty: 2548.995850
	Iteration 22Q: 3 clusters Score -229774.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -229788.515625 Penalty: 2548.995850
	Iteration 23Q: 3 clusters Score -229788.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -229806.265625 Penalty: 2548.995850
	Iteration 24Q: 3 clusters Score -229806.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -229818.953125 Penalty: 2548.995850
	Iteration 25Q: 3 clusters Score -229819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -229832.828125 Penalty: 2548.995850
	Iteration 26Q: 3 clusters Score -229832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -229847.390625 Penalty: 2548.995850
	Iteration 27Q: 3 clusters Score -229847.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -229858.218750 Penalty: 2548.995850
	Iteration 28Q: 3 clusters Score -229858.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -229864.343750 Penalty: 2548.995850
	Iteration 29Q: 3 clusters Score -229864.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -229872.765625 Penalty: 2548.995850
	Iteration 30Q: 3 clusters Score -229872.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -229879.781250 Penalty: 2548.995850
	Iteration 31Q: 3 clusters Score -229879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -229884.296875 Penalty: 2548.995850
	Iteration 32Q: 3 clusters Score -229884.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -229888.156250 Penalty: 2548.995850
	Iteration 33Q: 3 clusters Score -229888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -229891.156250 Penalty: 2548.995850
	Iteration 34Q: 3 clusters Score -229891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -229892.734375 Penalty: 2548.995850
	Iteration 35Q: 3 clusters Score -229892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -229895.218750 Penalty: 2548.995850
	Iteration 36Q: 3 clusters Score -229895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -229897.000000 Penalty: 2548.995850
	Iteration 37Q: 3 clusters Score -229897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -229897.515625 Penalty: 2548.995850
	Iteration 38Q: 3 clusters Score -229897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -229897.890625 Penalty: 2548.995850
	Iteration 39Q: 3 clusters Score -229897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -229900.406250 Penalty: 2548.995850
	Iteration 40F: 3 clusters Score -229900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -229902.937500 Penalty: 2548.995850
	Iteration 41Q: 3 clusters Score -229902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -229908.109375 Penalty: 2548.995850
	Iteration 42Q: 3 clusters Score -229908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -229913.875000 Penalty: 2548.995850
	Iteration 43Q: 3 clusters Score -229913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -229917.109375 Penalty: 2548.995850
	Iteration 44Q: 3 clusters Score -229917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -229918.296875 Penalty: 2548.995850
	Iteration 45Q: 3 clusters Score -229918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -229920.593750 Penalty: 2548.995850
	Iteration 46Q: 3 clusters Score -229920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -229922.468750 Penalty: 2548.995850
	Iteration 47Q: 3 clusters Score -229922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -229924.093750 Penalty: 2548.995850
	Iteration 48Q: 3 clusters Score -229924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -229926.609375 Penalty: 2548.995850
	Iteration 49Q: 3 clusters Score -229926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -229931.171875 Penalty: 2548.995850
	Iteration 50Q: 3 clusters Score -229931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -229935.687500 Penalty: 2548.995850
	Iteration 51Q: 3 clusters Score -229935.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -229940.828125 Penalty: 2548.995850
	Iteration 52Q: 3 clusters Score -229940.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -229945.109375 Penalty: 2548.995850
	Iteration 53Q: 3 clusters Score -229945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -229947.968750 Penalty: 2548.995850
	Iteration 54Q: 3 clusters Score -229948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -229950.250000 Penalty: 2548.995850
	Iteration 55Q: 3 clusters Score -229950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -229950.250000 Penalty: 2548.995850
	Iteration 56F: 3 clusters Score -229950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -127164.296875 Penalty: 1196.016968
	Iteration 0F: 2 clusters Score -127164.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -125479.304688 Penalty: 2392.033936
	Iteration 0F: 3 clusters Score -125479.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -126112.015625 Penalty: 2392.033936
	Iteration 1F: 3 clusters Score -126112 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126370.070312 Penalty: 2392.033936
	Iteration 2F: 3 clusters Score -126370.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126494.546875 Penalty: 2392.033936
	Iteration 3F: 3 clusters Score -126494.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -126580.078125 Penalty: 2392.033936
	Iteration 4Q: 3 clusters Score -126580.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126653.968750 Penalty: 2392.033936
	Iteration 5Q: 3 clusters Score -126654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -126693.171875 Penalty: 2392.033936
	Iteration 6Q: 3 clusters Score -126693.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -126710.570312 Penalty: 2392.033936
	Iteration 7Q: 3 clusters Score -126710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -126717.429688 Penalty: 2392.033936
	Iteration 8Q: 3 clusters Score -126717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -126726.570312 Penalty: 2392.033936
	Iteration 9Q: 3 clusters Score -126726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -126732.976562 Penalty: 2392.033936
	Iteration 10Q: 3 clusters Score -126733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -126737.718750 Penalty: 2392.033936
	Iteration 11Q: 3 clusters Score -126737.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -126743.039062 Penalty: 2392.033936
	Iteration 12Q: 3 clusters Score -126743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -126743.296875 Penalty: 2392.033936
	Iteration 13Q: 3 clusters Score -126743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -126743.296875 Penalty: 2392.033936
	Iteration 14F: 3 clusters Score -126743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Entering Unmasked Estep 
Score: -690514.187500 Penalty: 1454.503784
	Iteration 0F: 2 clusters Score -690514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -684772.250000 Penalty: 2909.007568
	Iteration 0F: 3 clusters Score -684772.2 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -686514.812500 Penalty: 2909.007568
	Iteration 1F: 3 clusters Score -686514.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -686757.312500 Penalty: 2909.007568
	Iteration 2F: 3 clusters Score -686757.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -686954.250000 Penalty: 2909.007568
	Iteration 3F: 3 clusters Score -686954.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -687136.062500 Penalty: 2909.007568
	Iteration 4Q: 3 clusters Score -687136.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -687308.312500 Penalty: 2909.007568
	Iteration 5Q: 3 clusters Score -687308.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -687453.375000 Penalty: 2909.007568
	Iteration 6Q: 3 clusters Score -687453.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -687619.000000 Penalty: 2909.007568
	Iteration 7Q: 3 clusters Score -687619 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -687779.375000 Penalty: 2909.007568
	Iteration 8Q: 3 clusters Score -687779.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -687944.812500 Penalty: 2909.007568
	Iteration 9Q: 3 clusters Score -687944.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -688123.250000 Penalty: 2909.007568
	Iteration 10Q: 3 clusters Score -688123.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -688290.687500 Penalty: 2909.007568
	Iteration 11Q: 3 clusters Score -688290.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -688459.187500 Penalty: 2909.007568
	Iteration 12Q: 3 clusters Score -688459.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -688610.375000 Penalty: 2909.007568
	Iteration 13Q: 3 clusters Score -688610.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -688757.750000 Penalty: 2909.007568
	Iteration 14Q: 3 clusters Score -688757.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -688884.687500 Penalty: 2909.007568
	Iteration 15Q: 3 clusters Score -688884.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -688970.375000 Penalty: 2909.007568
	Iteration 16Q: 3 clusters Score -688970.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -689046.000000 Penalty: 2909.007568
	Iteration 17Q: 3 clusters Score -689046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -689103.187500 Penalty: 2909.007568
	Iteration 18Q: 3 clusters Score -689103.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -689136.000000 Penalty: 2909.007568
	Iteration 19Q: 3 clusters Score -689136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -689165.062500 Penalty: 2909.007568
	Iteration 20F: 3 clusters Score -689165.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -689194.687500 Penalty: 2909.007568
	Iteration 21Q: 3 clusters Score -689194.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -689214.562500 Penalty: 2909.007568
	Iteration 22Q: 3 clusters Score -689214.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -689225.000000 Penalty: 2909.007568
	Iteration 23Q: 3 clusters Score -689225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -689235.750000 Penalty: 2909.007568
	Iteration 24Q: 3 clusters Score -689235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -689243.437500 Penalty: 2909.007568
	Iteration 25Q: 3 clusters Score -689243.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -689251.250000 Penalty: 2909.007568
	Iteration 26Q: 3 clusters Score -689251.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -689257.187500 Penalty: 2909.007568
	Iteration 27Q: 3 clusters Score -689257.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -689266.687500 Penalty: 2909.007568
	Iteration 28Q: 3 clusters Score -689266.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -689278.625000 Penalty: 2909.007568
	Iteration 29Q: 3 clusters Score -689278.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -689291.312500 Penalty: 2909.007568
	Iteration 30Q: 3 clusters Score -689291.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -689298.000000 Penalty: 2909.007568
	Iteration 31Q: 3 clusters Score -689298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -689300.812500 Penalty: 2909.007568
	Iteration 32Q: 3 clusters Score -689300.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -689305.000000 Penalty: 2909.007568
	Iteration 33Q: 3 clusters Score -689305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -689306.625000 Penalty: 2909.007568
	Iteration 34Q: 3 clusters Score -689306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -689309.312500 Penalty: 2909.007568
	Iteration 35Q: 3 clusters Score -689309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -689311.437500 Penalty: 2909.007568
	Iteration 36Q: 3 clusters Score -689311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -689312.062500 Penalty: 2909.007568
	Iteration 37Q: 3 clusters Score -689312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -689312.375000 Penalty: 2909.007568
	Iteration 38Q: 3 clusters Score -689312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -689312.187500 Penalty: 2909.007568
	Iteration 39Q: 3 clusters Score -689312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -689312.687500 Penalty: 2909.007568
	Iteration 40F: 3 clusters Score -689312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -689312.750000 Penalty: 2909.007568
	Iteration 41Q: 3 clusters Score -689312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -689313.312500 Penalty: 2909.007568
	Iteration 42Q: 3 clusters Score -689313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -689313.375000 Penalty: 2909.007568
	Iteration 43Q: 3 clusters Score -689313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -689314.437500 Penalty: 2909.007568
	Iteration 44Q: 3 clusters Score -689314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -689315.500000 Penalty: 2909.007568
	Iteration 45Q: 3 clusters Score -689315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -689316.562500 Penalty: 2909.007568
	Iteration 46Q: 3 clusters Score -689316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -689318.500000 Penalty: 2909.007568
	Iteration 47Q: 3 clusters Score -689318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -689319.125000 Penalty: 2909.007568
	Iteration 48Q: 3 clusters Score -689319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -689320.250000 Penalty: 2909.007568
	Iteration 49Q: 3 clusters Score -689320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -689319.937500 Penalty: 2909.007568
	Iteration 50Q: 3 clusters Score -689319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -689320.437500 Penalty: 2909.007568
	Iteration 51Q: 3 clusters Score -689320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -689321.250000 Penalty: 2909.007568
	Iteration 52Q: 3 clusters Score -689321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -689322.687500 Penalty: 2909.007568
	Iteration 53Q: 3 clusters Score -689322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -689323.687500 Penalty: 2909.007568
	Iteration 54Q: 3 clusters Score -689323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -689323.187500 Penalty: 2909.007568
	Iteration 55Q: 3 clusters Score -689323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -689323.187500 Penalty: 2909.007568
	Iteration 56F: 3 clusters Score -689323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Entering Unmasked Estep 
Score: -1745610.875000 Penalty: 1614.521851
	Iteration 0F: 2 clusters Score -1745611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1731434.250000 Penalty: 3229.043701
	Iteration 0F: 3 clusters Score -1731434 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1736563.000000 Penalty: 3229.043701
	Iteration 1F: 3 clusters Score -1736563 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1736851.875000 Penalty: 3229.043701
	Iteration 2Q: 3 clusters Score -1736852 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1737129.875000 Penalty: 3229.043701
	Iteration 3Q: 3 clusters Score -1737130 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1737456.875000 Penalty: 3229.043701
	Iteration 4Q: 3 clusters Score -1737457 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1737941.125000 Penalty: 3229.043701
	Iteration 5Q: 3 clusters Score -1737941 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1738581.875000 Penalty: 3229.043701
	Iteration 6F: 3 clusters Score -1738582 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1739485.500000 Penalty: 3229.043701
	Iteration 7F: 3 clusters Score -1739486 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1740615.500000 Penalty: 3229.043701
	Iteration 8F: 3 clusters Score -1740616 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1741757.500000 Penalty: 3229.043701
	Iteration 9F: 3 clusters Score -1741758 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1742637.750000 Penalty: 3229.043701
	Iteration 10Q: 3 clusters Score -1742638 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1743160.500000 Penalty: 3229.043701
	Iteration 11Q: 3 clusters Score -1743160 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1743505.250000 Penalty: 3229.043701
	Iteration 12Q: 3 clusters Score -1743505 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1743702.000000 Penalty: 3229.043701
	Iteration 13Q: 3 clusters Score -1743702 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1743841.750000 Penalty: 3229.043701
	Iteration 14Q: 3 clusters Score -1743842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1743939.875000 Penalty: 3229.043701
	Iteration 15Q: 3 clusters Score -1743940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1744020.000000 Penalty: 3229.043701
	Iteration 16Q: 3 clusters Score -1744020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1744073.250000 Penalty: 3229.043701
	Iteration 17Q: 3 clusters Score -1744073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1744105.000000 Penalty: 3229.043701
	Iteration 18Q: 3 clusters Score -1744105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1744134.125000 Penalty: 3229.043701
	Iteration 19Q: 3 clusters Score -1744134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1744163.875000 Penalty: 3229.043701
	Iteration 20F: 3 clusters Score -1744164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1744190.125000 Penalty: 3229.043701
	Iteration 21Q: 3 clusters Score -1744190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1744196.000000 Penalty: 3229.043701
	Iteration 22Q: 3 clusters Score -1744196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1744199.875000 Penalty: 3229.043701
	Iteration 23Q: 3 clusters Score -1744200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1744203.375000 Penalty: 3229.043701
	Iteration 24Q: 3 clusters Score -1744203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1744207.375000 Penalty: 3229.043701
	Iteration 25Q: 3 clusters Score -1744207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1744209.250000 Penalty: 3229.043701
	Iteration 26Q: 3 clusters Score -1744209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1744213.875000 Penalty: 3229.043701
	Iteration 27Q: 3 clusters Score -1744214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1744216.125000 Penalty: 3229.043701
	Iteration 28Q: 3 clusters Score -1744216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1744216.375000 Penalty: 3229.043701
	Iteration 29Q: 3 clusters Score -1744216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1744218.625000 Penalty: 3229.043701
	Iteration 30Q: 3 clusters Score -1744219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1744219.250000 Penalty: 3229.043701
	Iteration 31Q: 3 clusters Score -1744219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1744219.000000 Penalty: 3229.043701
	Iteration 32Q: 3 clusters Score -1744219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1744220.000000 Penalty: 3229.043701
	Iteration 33Q: 3 clusters Score -1744220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1744219.500000 Penalty: 3229.043701
	Iteration 34Q: 3 clusters Score -1744220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1744220.500000 Penalty: 3229.043701
	Iteration 35Q: 3 clusters Score -1744220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1744220.500000 Penalty: 3229.043701
	Iteration 36F: 3 clusters Score -1744220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Entering Unmasked Estep 
Score: -5261306.000000 Penalty: 1781.026978
	Iteration 0F: 2 clusters Score -5261306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -5222693.500000 Penalty: 3562.053955
	Iteration 0F: 3 clusters Score -5222694 nChanged 27166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -5238323.000000 Penalty: 3562.053955
	Iteration 1F: 3 clusters Score -5238323 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -5238912.000000 Penalty: 3562.053955
	Iteration 2Q: 3 clusters Score -5238912 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -5239788.000000 Penalty: 3562.053955
	Iteration 3Q: 3 clusters Score -5239788 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5241145.000000 Penalty: 3562.053955
	Iteration 4Q: 3 clusters Score -5241145 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -5243222.000000 Penalty: 3562.053955
	Iteration 5F: 3 clusters Score -5243222 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5245942.000000 Penalty: 3562.053955
	Iteration 6F: 3 clusters Score -5245942 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5249050.500000 Penalty: 3562.053955
	Iteration 7F: 3 clusters Score -5249050 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -5251705.500000 Penalty: 3562.053955
	Iteration 8F: 3 clusters Score -5251706 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5253089.000000 Penalty: 3562.053955
	Iteration 9F: 3 clusters Score -5253089 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -5253574.000000 Penalty: 3562.053955
	Iteration 10Q: 3 clusters Score -5253574 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -5253882.500000 Penalty: 3562.053955
	Iteration 11Q: 3 clusters Score -5253882 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -5254138.000000 Penalty: 3562.053955
	Iteration 12Q: 3 clusters Score -5254138 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5254371.500000 Penalty: 3562.053955
	Iteration 13Q: 3 clusters Score -5254372 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -5254631.000000 Penalty: 3562.053955
	Iteration 14Q: 3 clusters Score -5254631 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -5254824.500000 Penalty: 3562.053955
	Iteration 15Q: 3 clusters Score -5254824 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5255087.000000 Penalty: 3562.053955
	Iteration 16Q: 3 clusters Score -5255087 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5255314.500000 Penalty: 3562.053955
	Iteration 17Q: 3 clusters Score -5255314 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -5255587.500000 Penalty: 3562.053955
	Iteration 18Q: 3 clusters Score -5255588 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5255855.000000 Penalty: 3562.053955
	Iteration 19Q: 3 clusters Score -5255855 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -5256102.000000 Penalty: 3562.053955
	Iteration 20F: 3 clusters Score -5256102 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5256313.000000 Penalty: 3562.053955
	Iteration 21Q: 3 clusters Score -5256313 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5256488.000000 Penalty: 3562.053955
	Iteration 22Q: 3 clusters Score -5256488 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -5256617.000000 Penalty: 3562.053955
	Iteration 23Q: 3 clusters Score -5256617 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5256756.500000 Penalty: 3562.053955
	Iteration 24Q: 3 clusters Score -5256756 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5256873.000000 Penalty: 3562.053955
	Iteration 25Q: 3 clusters Score -5256873 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -5256977.000000 Penalty: 3562.053955
	Iteration 26Q: 3 clusters Score -5256977 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5257108.000000 Penalty: 3562.053955
	Iteration 27Q: 3 clusters Score -5257108 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5257187.000000 Penalty: 3562.053955
	Iteration 28Q: 3 clusters Score -5257187 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -5257273.000000 Penalty: 3562.053955
	Iteration 29Q: 3 clusters Score -5257273 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5257353.500000 Penalty: 3562.053955
	Iteration 30Q: 3 clusters Score -5257354 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5257451.500000 Penalty: 3562.053955
	Iteration 31Q: 3 clusters Score -5257452 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5257509.500000 Penalty: 3562.053955
	Iteration 32Q: 3 clusters Score -5257510 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -5257606.500000 Penalty: 3562.053955
	Iteration 33Q: 3 clusters Score -5257606 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5257735.000000 Penalty: 3562.053955
	Iteration 34Q: 3 clusters Score -5257735 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5257858.000000 Penalty: 3562.053955
	Iteration 35Q: 3 clusters Score -5257858 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5257966.000000 Penalty: 3562.053955
	Iteration 36Q: 3 clusters Score -5257966 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -5258046.000000 Penalty: 3562.053955
	Iteration 37Q: 3 clusters Score -5258046 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5258124.500000 Penalty: 3562.053955
	Iteration 38Q: 3 clusters Score -5258124 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -5258227.500000 Penalty: 3562.053955
	Iteration 39Q: 3 clusters Score -5258228 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -5258327.500000 Penalty: 3562.053955
	Iteration 40F: 3 clusters Score -5258328 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5258435.500000 Penalty: 3562.053955
	Iteration 41Q: 3 clusters Score -5258436 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -5258518.000000 Penalty: 3562.053955
	Iteration 42Q: 3 clusters Score -5258518 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -5258618.000000 Penalty: 3562.053955
	Iteration 43Q: 3 clusters Score -5258618 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -5258737.500000 Penalty: 3562.053955
	Iteration 44Q: 3 clusters Score -5258738 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -5258848.500000 Penalty: 3562.053955
	Iteration 45Q: 3 clusters Score -5258848 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -5258964.500000 Penalty: 3562.053955
	Iteration 46Q: 3 clusters Score -5258964 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -5259058.500000 Penalty: 3562.053955
	Iteration 47Q: 3 clusters Score -5259058 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -5259189.000000 Penalty: 3562.053955
	Iteration 48Q: 3 clusters Score -5259189 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -5259236.500000 Penalty: 3562.053955
	Iteration 49Q: 3 clusters Score -5259236 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5259311.500000 Penalty: 3562.053955
	Iteration 50Q: 3 clusters Score -5259312 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5259379.000000 Penalty: 3562.053955
	Iteration 51Q: 3 clusters Score -5259379 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -5259447.000000 Penalty: 3562.053955
	Iteration 52Q: 3 clusters Score -5259447 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5259541.500000 Penalty: 3562.053955
	Iteration 53Q: 3 clusters Score -5259542 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5259624.000000 Penalty: 3562.053955
	Iteration 54Q: 3 clusters Score -5259624 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5259680.000000 Penalty: 3562.053955
	Iteration 55Q: 3 clusters Score -5259680 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5259732.000000 Penalty: 3562.053955
	Iteration 56Q: 3 clusters Score -5259732 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -5259773.500000 Penalty: 3562.053955
	Iteration 57Q: 3 clusters Score -5259774 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5259822.000000 Penalty: 3562.053955
	Iteration 58Q: 3 clusters Score -5259822 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5259869.000000 Penalty: 3562.053955
	Iteration 59Q: 3 clusters Score -5259869 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -5259902.500000 Penalty: 3562.053955
	Iteration 60F: 3 clusters Score -5259902 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5259946.500000 Penalty: 3562.053955
	Iteration 61Q: 3 clusters Score -5259946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -5259971.000000 Penalty: 3562.053955
	Iteration 62Q: 3 clusters Score -5259971 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -5259988.000000 Penalty: 3562.053955
	Iteration 63Q: 3 clusters Score -5259988 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5260005.500000 Penalty: 3562.053955
	Iteration 64Q: 3 clusters Score -5260006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5260034.000000 Penalty: 3562.053955
	Iteration 65Q: 3 clusters Score -5260034 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5260068.500000 Penalty: 3562.053955
	Iteration 66Q: 3 clusters Score -5260068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5260092.500000 Penalty: 3562.053955
	Iteration 67Q: 3 clusters Score -5260092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5260105.500000 Penalty: 3562.053955
	Iteration 68Q: 3 clusters Score -5260106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5260112.000000 Penalty: 3562.053955
	Iteration 69Q: 3 clusters Score -5260112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5260138.000000 Penalty: 3562.053955
	Iteration 70Q: 3 clusters Score -5260138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5260146.000000 Penalty: 3562.053955
	Iteration 71Q: 3 clusters Score -5260146 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5260136.500000 Penalty: 3562.053955
	Iteration 72Q: 3 clusters Score -5260136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5260150.500000 Penalty: 3562.053955
	Iteration 73Q: 3 clusters Score -5260150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5260153.000000 Penalty: 3562.053955
	Iteration 74Q: 3 clusters Score -5260153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5260162.500000 Penalty: 3562.053955
	Iteration 75Q: 3 clusters Score -5260162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5260175.000000 Penalty: 3562.053955
	Iteration 76Q: 3 clusters Score -5260175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5260186.000000 Penalty: 3562.053955
	Iteration 77Q: 3 clusters Score -5260186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5260200.000000 Penalty: 3562.053955
	Iteration 78Q: 3 clusters Score -5260200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5260187.500000 Penalty: 3562.053955
	Iteration 79Q: 3 clusters Score -5260188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5260189.500000 Penalty: 3562.053955
	Iteration 80F: 3 clusters Score -5260190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5260195.500000 Penalty: 3562.053955
	Iteration 81Q: 3 clusters Score -5260196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5260201.500000 Penalty: 3562.053955
	Iteration 82Q: 3 clusters Score -5260202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5260213.000000 Penalty: 3562.053955
	Iteration 83Q: 3 clusters Score -5260213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5260221.500000 Penalty: 3562.053955
	Iteration 84Q: 3 clusters Score -5260222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5260220.000000 Penalty: 3562.053955
	Iteration 85Q: 3 clusters Score -5260220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5260211.000000 Penalty: 3562.053955
	Iteration 86Q: 3 clusters Score -5260211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5260208.500000 Penalty: 3562.053955
	Iteration 87Q: 3 clusters Score -5260208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5260212.500000 Penalty: 3562.053955
	Iteration 88Q: 3 clusters Score -5260212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5260204.000000 Penalty: 3562.053955
	Iteration 89Q: 3 clusters Score -5260204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5260208.500000 Penalty: 3562.053955
	Iteration 90Q: 3 clusters Score -5260208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5260208.500000 Penalty: 3562.053955
	Iteration 91Q: 3 clusters Score -5260208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5260206.500000 Penalty: 3562.053955
	Iteration 92Q: 3 clusters Score -5260206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5260206.500000 Penalty: 3562.053955
	Iteration 93F: 3 clusters Score -5260206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -616603.625000 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -616603.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -611430.562500 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -611430.6 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -612889.000000 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -612889 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -613029.437500 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -613029.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -613139.562500 Penalty: 2869.593750
	Iteration 3Q: 3 clusters Score -613139.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -613240.187500 Penalty: 2869.593750
	Iteration 4Q: 3 clusters Score -613240.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -613323.312500 Penalty: 2869.593750
	Iteration 5Q: 3 clusters Score -613323.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -613393.812500 Penalty: 2869.593750
	Iteration 6Q: 3 clusters Score -613393.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -613460.500000 Penalty: 2869.593750
	Iteration 7Q: 3 clusters Score -613460.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -613530.625000 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -613530.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -613603.437500 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -613603.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -613691.375000 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -613691.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -613793.375000 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -613793.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -613902.875000 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -613902.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -614022.937500 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -614022.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -614146.375000 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -614146.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -614284.687500 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -614284.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -614407.250000 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -614407.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -614511.187500 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -614511.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -614611.375000 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -614611.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -614694.187500 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -614694.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -614765.812500 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -614765.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -614835.500000 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -614835.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -614898.750000 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -614898.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -614957.937500 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -614957.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -615002.125000 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -615002.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -615043.562500 Penalty: 2869.593750
	Iteration 25Q: 3 clusters Score -615043.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -615079.250000 Penalty: 2869.593750
	Iteration 26Q: 3 clusters Score -615079.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -615106.937500 Penalty: 2869.593750
	Iteration 27Q: 3 clusters Score -615106.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -615138.000000 Penalty: 2869.593750
	Iteration 28Q: 3 clusters Score -615138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -615172.812500 Penalty: 2869.593750
	Iteration 29Q: 3 clusters Score -615172.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -615210.625000 Penalty: 2869.593750
	Iteration 30Q: 3 clusters Score -615210.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -615234.937500 Penalty: 2869.593750
	Iteration 31Q: 3 clusters Score -615234.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -615253.000000 Penalty: 2869.593750
	Iteration 32Q: 3 clusters Score -615253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -615270.625000 Penalty: 2869.593750
	Iteration 33Q: 3 clusters Score -615270.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -615286.000000 Penalty: 2869.593750
	Iteration 34Q: 3 clusters Score -615286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -615294.562500 Penalty: 2869.593750
	Iteration 35Q: 3 clusters Score -615294.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -615303.000000 Penalty: 2869.593750
	Iteration 36Q: 3 clusters Score -615303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -615310.437500 Penalty: 2869.593750
	Iteration 37Q: 3 clusters Score -615310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -615323.125000 Penalty: 2869.593750
	Iteration 38Q: 3 clusters Score -615323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -615335.625000 Penalty: 2869.593750
	Iteration 39Q: 3 clusters Score -615335.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -615345.312500 Penalty: 2869.593750
	Iteration 40F: 3 clusters Score -615345.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -615353.625000 Penalty: 2869.593750
	Iteration 41Q: 3 clusters Score -615353.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -615360.312500 Penalty: 2869.593750
	Iteration 42Q: 3 clusters Score -615360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -615367.812500 Penalty: 2869.593750
	Iteration 43Q: 3 clusters Score -615367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -615371.062500 Penalty: 2869.593750
	Iteration 44Q: 3 clusters Score -615371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -615373.250000 Penalty: 2869.593750
	Iteration 45Q: 3 clusters Score -615373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -615375.000000 Penalty: 2869.593750
	Iteration 46Q: 3 clusters Score -615375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -615379.000000 Penalty: 2869.593750
	Iteration 47Q: 3 clusters Score -615379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -615381.750000 Penalty: 2869.593750
	Iteration 48Q: 3 clusters Score -615381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -615382.187500 Penalty: 2869.593750
	Iteration 49Q: 3 clusters Score -615382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -615382.187500 Penalty: 2869.593750
	Iteration 50F: 3 clusters Score -615382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (233505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233505 members 
Entering Unmasked Estep 
Score: -20931324.000000 Penalty: 2008.655884
	Iteration 0F: 2 clusters Score -2.093132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116865 members 
Mstep: Class 2 contains 116640 members 
Entering Unmasked Estep 
Score: -20780206.000000 Penalty: 4017.311768
	Iteration 0F: 3 clusters Score -2.078021e+07 nChanged 113137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120294 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -20847166.000000 Penalty: 4017.311768
	Iteration 1F: 3 clusters Score -2.084717e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122457 members 
Mstep: Class 2 contains 111048 members 
Entering Unmasked Estep 
Score: -20848240.000000 Penalty: 4017.311768
	Iteration 2Q: 3 clusters Score -2.084824e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125805 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -20849670.000000 Penalty: 4017.311768
	Iteration 3Q: 3 clusters Score -2.084967e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -20851808.000000 Penalty: 4017.311768
	Iteration 4Q: 3 clusters Score -2.085181e+07 nChanged 9481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138625 members 
Mstep: Class 2 contains 94880 members 
Entering Unmasked Estep 
Score: -20855698.000000 Penalty: 4017.311768
	Iteration 5Q: 3 clusters Score -2.08557e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -20862148.000000 Penalty: 4017.311768
	Iteration 6F: 3 clusters Score -2.086215e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -20873124.000000 Penalty: 4017.311768
	Iteration 7F: 3 clusters Score -2.087312e+07 nChanged 20031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185288 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -20889680.000000 Penalty: 4017.311768
	Iteration 8F: 3 clusters Score -2.088968e+07 nChanged 19611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204825 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -20906500.000000 Penalty: 4017.311768
	Iteration 9F: 3 clusters Score -2.09065e+07 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218841 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -20918066.000000 Penalty: 4017.311768
	Iteration 10F: 3 clusters Score -2.091807e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226453 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -20924432.000000 Penalty: 4017.311768
	Iteration 11Q: 3 clusters Score -2.092443e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230053 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -20927350.000000 Penalty: 4017.311768
	Iteration 12Q: 3 clusters Score -2.092735e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231670 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -20928596.000000 Penalty: 4017.311768
	Iteration 13Q: 3 clusters Score -2.09286e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232370 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -20929066.000000 Penalty: 4017.311768
	Iteration 14Q: 3 clusters Score -2.092907e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232688 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20929298.000000 Penalty: 4017.311768
	Iteration 15Q: 3 clusters Score -2.09293e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232832 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20929446.000000 Penalty: 4017.311768
	Iteration 16Q: 3 clusters Score -2.092945e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232896 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20929480.000000 Penalty: 4017.311768
	Iteration 17Q: 3 clusters Score -2.092948e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232946 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -20929562.000000 Penalty: 4017.311768
	Iteration 18Q: 3 clusters Score -2.092956e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232990 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -20929616.000000 Penalty: 4017.311768
	Iteration 19Q: 3 clusters Score -2.092962e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233010 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20929648.000000 Penalty: 4017.311768
	Iteration 20F: 3 clusters Score -2.092965e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233020 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -20929660.000000 Penalty: 4017.311768
	Iteration 21Q: 3 clusters Score -2.092966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233030 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -20929672.000000 Penalty: 4017.311768
	Iteration 22Q: 3 clusters Score -2.092967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233040 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -20929710.000000 Penalty: 4017.311768
	Iteration 23Q: 3 clusters Score -2.092971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233044 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20929724.000000 Penalty: 4017.311768
	Iteration 24Q: 3 clusters Score -2.092972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233041 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20929738.000000 Penalty: 4017.311768
	Iteration 25Q: 3 clusters Score -2.092974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233045 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -20929752.000000 Penalty: 4017.311768
	Iteration 26Q: 3 clusters Score -2.092975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233052 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -20929760.000000 Penalty: 4017.311768
	Iteration 27Q: 3 clusters Score -2.092976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233054 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -20929762.000000 Penalty: 4017.311768
	Iteration 28Q: 3 clusters Score -2.092976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233057 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20929752.000000 Penalty: 4017.311768
	Iteration 29Q: 3 clusters Score -2.092975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233058 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20929758.000000 Penalty: 4017.311768
	Iteration 30Q: 3 clusters Score -2.092976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233060 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -20929760.000000 Penalty: 4017.311768
	Iteration 31Q: 3 clusters Score -2.092976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233060 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -20929760.000000 Penalty: 4017.311768
	Iteration 32F: 3 clusters Score -2.092976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Entering Unmasked Estep 
Score: -1871562.375000 Penalty: 1619.565430
	Iteration 0F: 2 clusters Score -1871562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1857108.500000 Penalty: 3239.130859
	Iteration 0F: 3 clusters Score -1857108 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1862466.125000 Penalty: 3239.130859
	Iteration 1F: 3 clusters Score -1862466 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1862887.125000 Penalty: 3239.130859
	Iteration 2F: 3 clusters Score -1862887 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1863244.125000 Penalty: 3239.130859
	Iteration 3Q: 3 clusters Score -1863244 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1863576.750000 Penalty: 3239.130859
	Iteration 4Q: 3 clusters Score -1863577 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1863965.500000 Penalty: 3239.130859
	Iteration 5Q: 3 clusters Score -1863966 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1864380.250000 Penalty: 3239.130859
	Iteration 6Q: 3 clusters Score -1864380 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1864800.000000 Penalty: 3239.130859
	Iteration 7Q: 3 clusters Score -1864800 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1865266.625000 Penalty: 3239.130859
	Iteration 8Q: 3 clusters Score -1865267 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1865748.750000 Penalty: 3239.130859
	Iteration 9Q: 3 clusters Score -1865749 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1866173.625000 Penalty: 3239.130859
	Iteration 10Q: 3 clusters Score -1866174 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1866527.750000 Penalty: 3239.130859
	Iteration 11Q: 3 clusters Score -1866528 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1866812.750000 Penalty: 3239.130859
	Iteration 12Q: 3 clusters Score -1866813 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1866987.250000 Penalty: 3239.130859
	Iteration 13Q: 3 clusters Score -1866987 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1867075.500000 Penalty: 3239.130859
	Iteration 14Q: 3 clusters Score -1867076 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1867119.125000 Penalty: 3239.130859
	Iteration 15Q: 3 clusters Score -1867119 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1867152.000000 Penalty: 3239.130859
	Iteration 16Q: 3 clusters Score -1867152 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1867173.500000 Penalty: 3239.130859
	Iteration 17Q: 3 clusters Score -1867174 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1867202.875000 Penalty: 3239.130859
	Iteration 18Q: 3 clusters Score -1867203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1867222.750000 Penalty: 3239.130859
	Iteration 19Q: 3 clusters Score -1867223 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1867255.000000 Penalty: 3239.130859
	Iteration 20F: 3 clusters Score -1867255 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1867278.625000 Penalty: 3239.130859
	Iteration 21Q: 3 clusters Score -1867279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1867296.375000 Penalty: 3239.130859
	Iteration 22Q: 3 clusters Score -1867296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1867318.500000 Penalty: 3239.130859
	Iteration 23Q: 3 clusters Score -1867318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1867327.625000 Penalty: 3239.130859
	Iteration 24Q: 3 clusters Score -1867328 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1867346.750000 Penalty: 3239.130859
	Iteration 25Q: 3 clusters Score -1867347 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1867364.250000 Penalty: 3239.130859
	Iteration 26Q: 3 clusters Score -1867364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1867375.000000 Penalty: 3239.130859
	Iteration 27Q: 3 clusters Score -1867375 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1867398.875000 Penalty: 3239.130859
	Iteration 28Q: 3 clusters Score -1867399 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1867428.375000 Penalty: 3239.130859
	Iteration 29Q: 3 clusters Score -1867428 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1867444.000000 Penalty: 3239.130859
	Iteration 30Q: 3 clusters Score -1867444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1867471.250000 Penalty: 3239.130859
	Iteration 31Q: 3 clusters Score -1867471 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1867489.375000 Penalty: 3239.130859
	Iteration 32Q: 3 clusters Score -1867489 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1867507.000000 Penalty: 3239.130859
	Iteration 33Q: 3 clusters Score -1867507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1867526.875000 Penalty: 3239.130859
	Iteration 34Q: 3 clusters Score -1867527 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1867532.875000 Penalty: 3239.130859
	Iteration 35Q: 3 clusters Score -1867533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1867548.625000 Penalty: 3239.130859
	Iteration 36Q: 3 clusters Score -1867549 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1867563.000000 Penalty: 3239.130859
	Iteration 37Q: 3 clusters Score -1867563 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1867574.500000 Penalty: 3239.130859
	Iteration 38Q: 3 clusters Score -1867574 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1867587.125000 Penalty: 3239.130859
	Iteration 39Q: 3 clusters Score -1867587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1867594.500000 Penalty: 3239.130859
	Iteration 40F: 3 clusters Score -1867594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1867601.000000 Penalty: 3239.130859
	Iteration 41Q: 3 clusters Score -1867601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1867617.000000 Penalty: 3239.130859
	Iteration 42Q: 3 clusters Score -1867617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1867630.250000 Penalty: 3239.130859
	Iteration 43Q: 3 clusters Score -1867630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1867655.875000 Penalty: 3239.130859
	Iteration 44Q: 3 clusters Score -1867656 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1867671.875000 Penalty: 3239.130859
	Iteration 45Q: 3 clusters Score -1867672 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1867712.750000 Penalty: 3239.130859
	Iteration 46Q: 3 clusters Score -1867713 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1867759.875000 Penalty: 3239.130859
	Iteration 47Q: 3 clusters Score -1867760 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1867806.000000 Penalty: 3239.130859
	Iteration 48Q: 3 clusters Score -1867806 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1867865.750000 Penalty: 3239.130859
	Iteration 49Q: 3 clusters Score -1867866 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1867934.500000 Penalty: 3239.130859
	Iteration 50Q: 3 clusters Score -1867934 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1868030.250000 Penalty: 3239.130859
	Iteration 51Q: 3 clusters Score -1868030 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1868166.625000 Penalty: 3239.130859
	Iteration 52Q: 3 clusters Score -1868167 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1868354.750000 Penalty: 3239.130859
	Iteration 53Q: 3 clusters Score -1868355 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1868672.250000 Penalty: 3239.130859
	Iteration 54Q: 3 clusters Score -1868672 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1869127.500000 Penalty: 3239.130859
	Iteration 55Q: 3 clusters Score -1869128 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1869651.000000 Penalty: 3239.130859
	Iteration 56Q: 3 clusters Score -1869651 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1870061.375000 Penalty: 3239.130859
	Iteration 57Q: 3 clusters Score -1870061 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1870288.000000 Penalty: 3239.130859
	Iteration 58Q: 3 clusters Score -1870288 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1870392.000000 Penalty: 3239.130859
	Iteration 59Q: 3 clusters Score -1870392 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1870437.375000 Penalty: 3239.130859
	Iteration 60F: 3 clusters Score -1870437 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1870456.625000 Penalty: 3239.130859
	Iteration 61Q: 3 clusters Score -1870457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1870476.125000 Penalty: 3239.130859
	Iteration 62Q: 3 clusters Score -1870476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1870494.750000 Penalty: 3239.130859
	Iteration 63Q: 3 clusters Score -1870495 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1870524.000000 Penalty: 3239.130859
	Iteration 64Q: 3 clusters Score -1870524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1870542.750000 Penalty: 3239.130859
	Iteration 65Q: 3 clusters Score -1870543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1870557.750000 Penalty: 3239.130859
	Iteration 66Q: 3 clusters Score -1870558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -1870575.750000 Penalty: 3239.130859
	Iteration 67Q: 3 clusters Score -1870576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1870586.250000 Penalty: 3239.130859
	Iteration 68Q: 3 clusters Score -1870586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1870603.875000 Penalty: 3239.130859
	Iteration 69Q: 3 clusters Score -1870604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1870646.750000 Penalty: 3239.130859
	Iteration 70Q: 3 clusters Score -1870647 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1870711.125000 Penalty: 3239.130859
	Iteration 71Q: 3 clusters Score -1870711 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1870781.875000 Penalty: 3239.130859
	Iteration 72Q: 3 clusters Score -1870782 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1870925.000000 Penalty: 3239.130859
	Iteration 73Q: 3 clusters Score -1870925 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1871179.250000 Penalty: 3239.130859
	Iteration 74Q: 3 clusters Score -1871179 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1871610.250000 Penalty: 3239.130859
	Iteration 75Q: 3 clusters Score -1871610 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1871951.000000 Penalty: 3239.130859
	Iteration 76Q: 3 clusters Score -1871951 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1872251.375000 Penalty: 3239.130859
	Iteration 77Q: 3 clusters Score -1872251 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1872473.500000 Penalty: 3239.130859
	Iteration 78Q: 3 clusters Score -1872474 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1872611.125000 Penalty: 3239.130859
	Iteration 79Q: 3 clusters Score -1872611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1872816.625000 Penalty: 3239.130859
	Iteration 80F: 3 clusters Score -1872817 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1872900.250000 Penalty: 3239.130859
	Iteration 81Q: 3 clusters Score -1872900 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1872943.500000 Penalty: 3239.130859
	Iteration 82Q: 3 clusters Score -1872944 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1872964.375000 Penalty: 3239.130859
	Iteration 83Q: 3 clusters Score -1872964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1872979.000000 Penalty: 3239.130859
	Iteration 84Q: 3 clusters Score -1872979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1872991.125000 Penalty: 3239.130859
	Iteration 85Q: 3 clusters Score -1872991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1872992.625000 Penalty: 3239.130859
	Iteration 86Q: 3 clusters Score -1872993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1872996.875000 Penalty: 3239.130859
	Iteration 87Q: 3 clusters Score -1872997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1873001.000000 Penalty: 3239.130859
	Iteration 88Q: 3 clusters Score -1873001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1872995.125000 Penalty: 3239.130859
	Iteration 89Q: 3 clusters Score -1872995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1872999.000000 Penalty: 3239.130859
	Iteration 90Q: 3 clusters Score -1872999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1872997.125000 Penalty: 3239.130859
	Iteration 91Q: 3 clusters Score -1872997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1872997.375000 Penalty: 3239.130859
	Iteration 92Q: 3 clusters Score -1872997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1872999.125000 Penalty: 3239.130859
	Iteration 93Q: 3 clusters Score -1872999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1872999.125000 Penalty: 3239.130859
	Iteration 94F: 3 clusters Score -1872999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 20651 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 6833 members 
Mstep: Class 7 contains 233505 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 16741 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 143609 members 
Mstep: Class 16 contains 8134 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
Score: -45684980.000000 Penalty: 32104.955078
Splitting cluster 8 changes total score from -45683924.000000 to -45684980.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (16741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Entering Unmasked Estep 
Score: -1503281.375000 Penalty: 1580.412720
	Iteration 0F: 2 clusters Score -1503281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1491901.500000 Penalty: 3160.825439
	Iteration 0F: 3 clusters Score -1491902 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1496249.750000 Penalty: 3160.825439
	Iteration 1F: 3 clusters Score -1496250 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1497019.250000 Penalty: 3160.825439
	Iteration 2F: 3 clusters Score -1497019 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1497989.250000 Penalty: 3160.825439
	Iteration 3F: 3 clusters Score -1497989 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1499220.125000 Penalty: 3160.825439
	Iteration 4F: 3 clusters Score -1499220 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1500447.125000 Penalty: 3160.825439
	Iteration 5F: 3 clusters Score -1500447 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1501281.125000 Penalty: 3160.825439
	Iteration 6F: 3 clusters Score -1501281 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1501602.750000 Penalty: 3160.825439
	Iteration 7Q: 3 clusters Score -1501603 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1501753.875000 Penalty: 3160.825439
	Iteration 8Q: 3 clusters Score -1501754 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1501845.625000 Penalty: 3160.825439
	Iteration 9Q: 3 clusters Score -1501846 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1501917.250000 Penalty: 3160.825439
	Iteration 10Q: 3 clusters Score -1501917 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1501980.625000 Penalty: 3160.825439
	Iteration 11Q: 3 clusters Score -1501981 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1502043.125000 Penalty: 3160.825439
	Iteration 12Q: 3 clusters Score -1502043 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1502097.375000 Penalty: 3160.825439
	Iteration 13Q: 3 clusters Score -1502097 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1502146.125000 Penalty: 3160.825439
	Iteration 14Q: 3 clusters Score -1502146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1502192.000000 Penalty: 3160.825439
	Iteration 15Q: 3 clusters Score -1502192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1502244.875000 Penalty: 3160.825439
	Iteration 16Q: 3 clusters Score -1502245 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1502291.250000 Penalty: 3160.825439
	Iteration 17Q: 3 clusters Score -1502291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1502332.250000 Penalty: 3160.825439
	Iteration 18Q: 3 clusters Score -1502332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1502366.250000 Penalty: 3160.825439
	Iteration 19Q: 3 clusters Score -1502366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1502414.250000 Penalty: 3160.825439
	Iteration 20F: 3 clusters Score -1502414 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1502444.375000 Penalty: 3160.825439
	Iteration 21Q: 3 clusters Score -1502444 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1502478.500000 Penalty: 3160.825439
	Iteration 22Q: 3 clusters Score -1502478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1502508.000000 Penalty: 3160.825439
	Iteration 23Q: 3 clusters Score -1502508 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1502536.875000 Penalty: 3160.825439
	Iteration 24Q: 3 clusters Score -1502537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1502554.250000 Penalty: 3160.825439
	Iteration 25Q: 3 clusters Score -1502554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1502569.750000 Penalty: 3160.825439
	Iteration 26Q: 3 clusters Score -1502570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1502588.375000 Penalty: 3160.825439
	Iteration 27Q: 3 clusters Score -1502588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1502605.500000 Penalty: 3160.825439
	Iteration 28Q: 3 clusters Score -1502606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1502617.250000 Penalty: 3160.825439
	Iteration 29Q: 3 clusters Score -1502617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1502633.375000 Penalty: 3160.825439
	Iteration 30Q: 3 clusters Score -1502633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1502650.125000 Penalty: 3160.825439
	Iteration 31Q: 3 clusters Score -1502650 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1502661.500000 Penalty: 3160.825439
	Iteration 32Q: 3 clusters Score -1502662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1502666.125000 Penalty: 3160.825439
	Iteration 33Q: 3 clusters Score -1502666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1502667.625000 Penalty: 3160.825439
	Iteration 34Q: 3 clusters Score -1502668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1502675.875000 Penalty: 3160.825439
	Iteration 35Q: 3 clusters Score -1502676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1502676.500000 Penalty: 3160.825439
	Iteration 36Q: 3 clusters Score -1502676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1502682.750000 Penalty: 3160.825439
	Iteration 37Q: 3 clusters Score -1502683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1502685.500000 Penalty: 3160.825439
	Iteration 38Q: 3 clusters Score -1502686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1502688.250000 Penalty: 3160.825439
	Iteration 39Q: 3 clusters Score -1502688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1502693.750000 Penalty: 3160.825439
	Iteration 40F: 3 clusters Score -1502694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1502701.500000 Penalty: 3160.825439
	Iteration 41Q: 3 clusters Score -1502702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1502705.750000 Penalty: 3160.825439
	Iteration 42Q: 3 clusters Score -1502706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1502703.500000 Penalty: 3160.825439
	Iteration 43Q: 3 clusters Score -1502704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1502706.250000 Penalty: 3160.825439
	Iteration 44Q: 3 clusters Score -1502706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1502707.750000 Penalty: 3160.825439
	Iteration 45Q: 3 clusters Score -1502708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1502712.375000 Penalty: 3160.825439
	Iteration 46Q: 3 clusters Score -1502712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1502713.250000 Penalty: 3160.825439
	Iteration 47Q: 3 clusters Score -1502713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1502718.000000 Penalty: 3160.825439
	Iteration 48Q: 3 clusters Score -1502718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1502716.750000 Penalty: 3160.825439
	Iteration 49Q: 3 clusters Score -1502717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1502717.625000 Penalty: 3160.825439
	Iteration 50Q: 3 clusters Score -1502718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1502719.125000 Penalty: 3160.825439
	Iteration 51Q: 3 clusters Score -1502719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1502718.125000 Penalty: 3160.825439
	Iteration 52Q: 3 clusters Score -1502718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1502718.125000 Penalty: 3160.825439
	Iteration 53F: 3 clusters Score -1502718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -158315.515625 Penalty: 1226.039917
	Iteration 0F: 2 clusters Score -158315.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -156264.937500 Penalty: 2452.079834
	Iteration 0F: 3 clusters Score -156264.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -156664.250000 Penalty: 2452.079834
	Iteration 1F: 3 clusters Score -156664.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -156789.109375 Penalty: 2452.079834
	Iteration 2F: 3 clusters Score -156789.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -156900.609375 Penalty: 2452.079834
	Iteration 3F: 3 clusters Score -156900.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -156989.468750 Penalty: 2452.079834
	Iteration 4Q: 3 clusters Score -156989.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -157056.421875 Penalty: 2452.079834
	Iteration 5Q: 3 clusters Score -157056.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -157111.312500 Penalty: 2452.079834
	Iteration 6Q: 3 clusters Score -157111.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157159.484375 Penalty: 2452.079834
	Iteration 7Q: 3 clusters Score -157159.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -157201.468750 Penalty: 2452.079834
	Iteration 8Q: 3 clusters Score -157201.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -157238.218750 Penalty: 2452.079834
	Iteration 9Q: 3 clusters Score -157238.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157276.234375 Penalty: 2452.079834
	Iteration 10Q: 3 clusters Score -157276.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -157309.546875 Penalty: 2452.079834
	Iteration 11Q: 3 clusters Score -157309.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -157348.843750 Penalty: 2452.079834
	Iteration 12Q: 3 clusters Score -157348.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157387.859375 Penalty: 2452.079834
	Iteration 13Q: 3 clusters Score -157387.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157416.093750 Penalty: 2452.079834
	Iteration 14Q: 3 clusters Score -157416.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157428.968750 Penalty: 2452.079834
	Iteration 15Q: 3 clusters Score -157429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157443.890625 Penalty: 2452.079834
	Iteration 16Q: 3 clusters Score -157443.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157457.093750 Penalty: 2452.079834
	Iteration 17Q: 3 clusters Score -157457.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157467.687500 Penalty: 2452.079834
	Iteration 18Q: 3 clusters Score -157467.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -157480.343750 Penalty: 2452.079834
	Iteration 19Q: 3 clusters Score -157480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -157484.781250 Penalty: 2452.079834
	Iteration 20F: 3 clusters Score -157484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -157486.531250 Penalty: 2452.079834
	Iteration 21Q: 3 clusters Score -157486.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157488.375000 Penalty: 2452.079834
	Iteration 22Q: 3 clusters Score -157488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157488.718750 Penalty: 2452.079834
	Iteration 23Q: 3 clusters Score -157488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -157489.625000 Penalty: 2452.079834
	Iteration 24Q: 3 clusters Score -157489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157491.265625 Penalty: 2452.079834
	Iteration 25Q: 3 clusters Score -157491.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157491.265625 Penalty: 2452.079834
	Iteration 26F: 3 clusters Score -157491.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -246998.781250 Penalty: 1284.993408
	Iteration 0F: 2 clusters Score -246998.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -244470.890625 Penalty: 2569.986816
	Iteration 0F: 3 clusters Score -244470.9 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -245057.343750 Penalty: 2569.986816
	Iteration 1F: 3 clusters Score -245057.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -245138.593750 Penalty: 2569.986816
	Iteration 2F: 3 clusters Score -245138.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -245187.546875 Penalty: 2569.986816
	Iteration 3Q: 3 clusters Score -245187.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245217.281250 Penalty: 2569.986816
	Iteration 4Q: 3 clusters Score -245217.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245241.515625 Penalty: 2569.986816
	Iteration 5Q: 3 clusters Score -245241.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245265.718750 Penalty: 2569.986816
	Iteration 6Q: 3 clusters Score -245265.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -245287.859375 Penalty: 2569.986816
	Iteration 7Q: 3 clusters Score -245287.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -245301.609375 Penalty: 2569.986816
	Iteration 8Q: 3 clusters Score -245301.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -245310.468750 Penalty: 2569.986816
	Iteration 9Q: 3 clusters Score -245310.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -245318.062500 Penalty: 2569.986816
	Iteration 10Q: 3 clusters Score -245318.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -245323.046875 Penalty: 2569.986816
	Iteration 11Q: 3 clusters Score -245323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -245326.703125 Penalty: 2569.986816
	Iteration 12Q: 3 clusters Score -245326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -245329.359375 Penalty: 2569.986816
	Iteration 13Q: 3 clusters Score -245329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -245332.421875 Penalty: 2569.986816
	Iteration 14Q: 3 clusters Score -245332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -245336.578125 Penalty: 2569.986816
	Iteration 15Q: 3 clusters Score -245336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -245339.859375 Penalty: 2569.986816
	Iteration 16Q: 3 clusters Score -245339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -245344.328125 Penalty: 2569.986816
	Iteration 17Q: 3 clusters Score -245344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -245347.515625 Penalty: 2569.986816
	Iteration 18Q: 3 clusters Score -245347.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -245350.500000 Penalty: 2569.986816
	Iteration 19Q: 3 clusters Score -245350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -245353.031250 Penalty: 2569.986816
	Iteration 20F: 3 clusters Score -245353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -245357.656250 Penalty: 2569.986816
	Iteration 21Q: 3 clusters Score -245357.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -245360.296875 Penalty: 2569.986816
	Iteration 22Q: 3 clusters Score -245360.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -245362.125000 Penalty: 2569.986816
	Iteration 23Q: 3 clusters Score -245362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -245364.671875 Penalty: 2569.986816
	Iteration 24Q: 3 clusters Score -245364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -245368.656250 Penalty: 2569.986816
	Iteration 25Q: 3 clusters Score -245368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -245373.625000 Penalty: 2569.986816
	Iteration 26Q: 3 clusters Score -245373.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -245380.046875 Penalty: 2569.986816
	Iteration 27Q: 3 clusters Score -245380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245385.203125 Penalty: 2569.986816
	Iteration 28Q: 3 clusters Score -245385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -245390.343750 Penalty: 2569.986816
	Iteration 29Q: 3 clusters Score -245390.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -245397.562500 Penalty: 2569.986816
	Iteration 30Q: 3 clusters Score -245397.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -245403.781250 Penalty: 2569.986816
	Iteration 31Q: 3 clusters Score -245403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -245410.515625 Penalty: 2569.986816
	Iteration 32Q: 3 clusters Score -245410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245415.750000 Penalty: 2569.986816
	Iteration 33Q: 3 clusters Score -245415.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245419.609375 Penalty: 2569.986816
	Iteration 34Q: 3 clusters Score -245419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245422.265625 Penalty: 2569.986816
	Iteration 35Q: 3 clusters Score -245422.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -245425.906250 Penalty: 2569.986816
	Iteration 36Q: 3 clusters Score -245425.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -245427.109375 Penalty: 2569.986816
	Iteration 37Q: 3 clusters Score -245427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -245430.843750 Penalty: 2569.986816
	Iteration 38Q: 3 clusters Score -245430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -245437.593750 Penalty: 2569.986816
	Iteration 39Q: 3 clusters Score -245437.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -245441.750000 Penalty: 2569.986816
	Iteration 40F: 3 clusters Score -245441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -245445.453125 Penalty: 2569.986816
	Iteration 41Q: 3 clusters Score -245445.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -245449.671875 Penalty: 2569.986816
	Iteration 42Q: 3 clusters Score -245449.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -245453.125000 Penalty: 2569.986816
	Iteration 43Q: 3 clusters Score -245453.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -245457.921875 Penalty: 2569.986816
	Iteration 44Q: 3 clusters Score -245457.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -245463.109375 Penalty: 2569.986816
	Iteration 45Q: 3 clusters Score -245463.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -245468.578125 Penalty: 2569.986816
	Iteration 46Q: 3 clusters Score -245468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -245472.734375 Penalty: 2569.986816
	Iteration 47Q: 3 clusters Score -245472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -245475.531250 Penalty: 2569.986816
	Iteration 48Q: 3 clusters Score -245475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -245481.765625 Penalty: 2569.986816
	Iteration 49Q: 3 clusters Score -245481.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -245487.625000 Penalty: 2569.986816
	Iteration 50Q: 3 clusters Score -245487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -245492.093750 Penalty: 2569.986816
	Iteration 51Q: 3 clusters Score -245492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -245497.140625 Penalty: 2569.986816
	Iteration 52Q: 3 clusters Score -245497.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -245503.265625 Penalty: 2569.986816
	Iteration 53Q: 3 clusters Score -245503.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -245508.718750 Penalty: 2569.986816
	Iteration 54Q: 3 clusters Score -245508.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -245512.968750 Penalty: 2569.986816
	Iteration 55Q: 3 clusters Score -245513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -245518.421875 Penalty: 2569.986816
	Iteration 56Q: 3 clusters Score -245518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -245522.281250 Penalty: 2569.986816
	Iteration 57Q: 3 clusters Score -245522.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -245526.593750 Penalty: 2569.986816
	Iteration 58Q: 3 clusters Score -245526.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -245532.671875 Penalty: 2569.986816
	Iteration 59Q: 3 clusters Score -245532.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245538.937500 Penalty: 2569.986816
	Iteration 60F: 3 clusters Score -245538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -245544.687500 Penalty: 2569.986816
	Iteration 61Q: 3 clusters Score -245544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -245553.515625 Penalty: 2569.986816
	Iteration 62Q: 3 clusters Score -245553.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -245563.468750 Penalty: 2569.986816
	Iteration 63Q: 3 clusters Score -245563.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -245572.093750 Penalty: 2569.986816
	Iteration 64Q: 3 clusters Score -245572.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -245580.218750 Penalty: 2569.986816
	Iteration 65Q: 3 clusters Score -245580.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -245590.250000 Penalty: 2569.986816
	Iteration 66Q: 3 clusters Score -245590.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -245600.562500 Penalty: 2569.986816
	Iteration 67Q: 3 clusters Score -245600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -245611.156250 Penalty: 2569.986816
	Iteration 68Q: 3 clusters Score -245611.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -245620.734375 Penalty: 2569.986816
	Iteration 69Q: 3 clusters Score -245620.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -245626.765625 Penalty: 2569.986816
	Iteration 70Q: 3 clusters Score -245626.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -245636.296875 Penalty: 2569.986816
	Iteration 71Q: 3 clusters Score -245636.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -245643.203125 Penalty: 2569.986816
	Iteration 72Q: 3 clusters Score -245643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -245648.328125 Penalty: 2569.986816
	Iteration 73Q: 3 clusters Score -245648.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -245652.531250 Penalty: 2569.986816
	Iteration 74Q: 3 clusters Score -245652.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -245657.078125 Penalty: 2569.986816
	Iteration 75Q: 3 clusters Score -245657.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -245661.390625 Penalty: 2569.986816
	Iteration 76Q: 3 clusters Score -245661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -245667.671875 Penalty: 2569.986816
	Iteration 77Q: 3 clusters Score -245667.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -245674.109375 Penalty: 2569.986816
	Iteration 78Q: 3 clusters Score -245674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -245678.203125 Penalty: 2569.986816
	Iteration 79Q: 3 clusters Score -245678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -245686.265625 Penalty: 2569.986816
	Iteration 80F: 3 clusters Score -245686.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -245695.687500 Penalty: 2569.986816
	Iteration 81Q: 3 clusters Score -245695.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -245703.031250 Penalty: 2569.986816
	Iteration 82Q: 3 clusters Score -245703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -245709.593750 Penalty: 2569.986816
	Iteration 83Q: 3 clusters Score -245709.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -245718.328125 Penalty: 2569.986816
	Iteration 84Q: 3 clusters Score -245718.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -245728.703125 Penalty: 2569.986816
	Iteration 85Q: 3 clusters Score -245728.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -245743.406250 Penalty: 2569.986816
	Iteration 86Q: 3 clusters Score -245743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -245752.578125 Penalty: 2569.986816
	Iteration 87Q: 3 clusters Score -245752.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -245760.062500 Penalty: 2569.986816
	Iteration 88Q: 3 clusters Score -245760.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -245770.046875 Penalty: 2569.986816
	Iteration 89Q: 3 clusters Score -245770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -245779.968750 Penalty: 2569.986816
	Iteration 90Q: 3 clusters Score -245780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -245799.437500 Penalty: 2569.986816
	Iteration 91Q: 3 clusters Score -245799.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -245822.828125 Penalty: 2569.986816
	Iteration 92Q: 3 clusters Score -245822.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -245844.109375 Penalty: 2569.986816
	Iteration 93Q: 3 clusters Score -245844.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -245858.265625 Penalty: 2569.986816
	Iteration 94Q: 3 clusters Score -245858.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -245878.359375 Penalty: 2569.986816
	Iteration 95Q: 3 clusters Score -245878.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -245898.281250 Penalty: 2569.986816
	Iteration 96Q: 3 clusters Score -245898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -245912.593750 Penalty: 2569.986816
	Iteration 97Q: 3 clusters Score -245912.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -245921.390625 Penalty: 2569.986816
	Iteration 98Q: 3 clusters Score -245921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -245934.734375 Penalty: 2569.986816
	Iteration 99Q: 3 clusters Score -245934.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -245948.328125 Penalty: 2569.986816
	Iteration 100F: 3 clusters Score -245948.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -245960.796875 Penalty: 2569.986816
	Iteration 101Q: 3 clusters Score -245960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -245966.234375 Penalty: 2569.986816
	Iteration 102Q: 3 clusters Score -245966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -245971.843750 Penalty: 2569.986816
	Iteration 103Q: 3 clusters Score -245971.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -245977.171875 Penalty: 2569.986816
	Iteration 104Q: 3 clusters Score -245977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -245982.765625 Penalty: 2569.986816
	Iteration 105Q: 3 clusters Score -245982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -245984.015625 Penalty: 2569.986816
	Iteration 106Q: 3 clusters Score -245984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -245986.765625 Penalty: 2569.986816
	Iteration 107Q: 3 clusters Score -245986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -245990.515625 Penalty: 2569.986816
	Iteration 108Q: 3 clusters Score -245990.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -245996.156250 Penalty: 2569.986816
	Iteration 109Q: 3 clusters Score -245996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -245996.156250 Penalty: 2569.986816
	Iteration 110F: 3 clusters Score -245996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143609 members 
Entering Unmasked Estep 
Score: -12425189.000000 Penalty: 1929.662964
	Iteration 0F: 2 clusters Score -1.242519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -12328826.000000 Penalty: 3859.325928
	Iteration 0F: 3 clusters Score -1.232883e+07 nChanged 68976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -12369141.000000 Penalty: 3859.325928
	Iteration 1F: 3 clusters Score -1.236914e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -12370297.000000 Penalty: 3859.325928
	Iteration 2Q: 3 clusters Score -1.23703e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70539 members 
Mstep: Class 2 contains 73070 members 
Entering Unmasked Estep 
Score: -12371754.000000 Penalty: 3859.325928
	Iteration 3Q: 3 clusters Score -1.237175e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -12373635.000000 Penalty: 3859.325928
	Iteration 4Q: 3 clusters Score -1.237364e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -12376332.000000 Penalty: 3859.325928
	Iteration 5Q: 3 clusters Score -1.237633e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -12380155.000000 Penalty: 3859.325928
	Iteration 6F: 3 clusters Score -1.238016e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -12385905.000000 Penalty: 3859.325928
	Iteration 7F: 3 clusters Score -1.23859e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -12392446.000000 Penalty: 3859.325928
	Iteration 8F: 3 clusters Score -1.239245e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -12397110.000000 Penalty: 3859.325928
	Iteration 9F: 3 clusters Score -1.239711e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -12398902.000000 Penalty: 3859.325928
	Iteration 10Q: 3 clusters Score -1.23989e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -12399588.000000 Penalty: 3859.325928
	Iteration 11Q: 3 clusters Score -1.239959e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -12399859.000000 Penalty: 3859.325928
	Iteration 12Q: 3 clusters Score -1.239986e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -12399951.000000 Penalty: 3859.325928
	Iteration 13Q: 3 clusters Score -1.239995e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 76445 members 
Entering Unmasked Estep 
Score: -12400090.000000 Penalty: 3859.325928
	Iteration 14Q: 3 clusters Score -1.240009e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -12400145.000000 Penalty: 3859.325928
	Iteration 15Q: 3 clusters Score -1.240014e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 76939 members 
Entering Unmasked Estep 
Score: -12400240.000000 Penalty: 3859.325928
	Iteration 16Q: 3 clusters Score -1.240024e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -12400278.000000 Penalty: 3859.325928
	Iteration 17Q: 3 clusters Score -1.240028e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -12400346.000000 Penalty: 3859.325928
	Iteration 18Q: 3 clusters Score -1.240035e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -12400432.000000 Penalty: 3859.325928
	Iteration 19Q: 3 clusters Score -1.240043e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -12400500.000000 Penalty: 3859.325928
	Iteration 20F: 3 clusters Score -1.24005e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -12400585.000000 Penalty: 3859.325928
	Iteration 21Q: 3 clusters Score -1.240058e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -12400619.000000 Penalty: 3859.325928
	Iteration 22Q: 3 clusters Score -1.240062e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -12400713.000000 Penalty: 3859.325928
	Iteration 23Q: 3 clusters Score -1.240071e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -12400733.000000 Penalty: 3859.325928
	Iteration 24Q: 3 clusters Score -1.240073e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -12400837.000000 Penalty: 3859.325928
	Iteration 25Q: 3 clusters Score -1.240084e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -12400877.000000 Penalty: 3859.325928
	Iteration 26Q: 3 clusters Score -1.240088e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -12400962.000000 Penalty: 3859.325928
	Iteration 27Q: 3 clusters Score -1.240096e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -12401017.000000 Penalty: 3859.325928
	Iteration 28Q: 3 clusters Score -1.240102e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -12401062.000000 Penalty: 3859.325928
	Iteration 29Q: 3 clusters Score -1.240106e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -12401207.000000 Penalty: 3859.325928
	Iteration 30Q: 3 clusters Score -1.240121e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -12401299.000000 Penalty: 3859.325928
	Iteration 31Q: 3 clusters Score -1.24013e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -12401389.000000 Penalty: 3859.325928
	Iteration 32Q: 3 clusters Score -1.240139e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -12401500.000000 Penalty: 3859.325928
	Iteration 33Q: 3 clusters Score -1.24015e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -12401584.000000 Penalty: 3859.325928
	Iteration 34Q: 3 clusters Score -1.240158e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -12401709.000000 Penalty: 3859.325928
	Iteration 35Q: 3 clusters Score -1.240171e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -12401790.000000 Penalty: 3859.325928
	Iteration 36Q: 3 clusters Score -1.240179e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -12401816.000000 Penalty: 3859.325928
	Iteration 37Q: 3 clusters Score -1.240182e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -12401939.000000 Penalty: 3859.325928
	Iteration 38Q: 3 clusters Score -1.240194e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -12402112.000000 Penalty: 3859.325928
	Iteration 39Q: 3 clusters Score -1.240211e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -12402315.000000 Penalty: 3859.325928
	Iteration 40F: 3 clusters Score -1.240232e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 94287 members 
Entering Unmasked Estep 
Score: -12402621.000000 Penalty: 3859.325928
	Iteration 41Q: 3 clusters Score -1.240262e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -12402869.000000 Penalty: 3859.325928
	Iteration 42Q: 3 clusters Score -1.240287e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 97393 members 
Entering Unmasked Estep 
Score: -12403224.000000 Penalty: 3859.325928
	Iteration 43Q: 3 clusters Score -1.240322e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -12403628.000000 Penalty: 3859.325928
	Iteration 44Q: 3 clusters Score -1.240363e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -12404017.000000 Penalty: 3859.325928
	Iteration 45Q: 3 clusters Score -1.240402e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 102849 members 
Entering Unmasked Estep 
Score: -12404500.000000 Penalty: 3859.325928
	Iteration 46Q: 3 clusters Score -1.24045e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -12405039.000000 Penalty: 3859.325928
	Iteration 47Q: 3 clusters Score -1.240504e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -12405575.000000 Penalty: 3859.325928
	Iteration 48Q: 3 clusters Score -1.240558e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -12406291.000000 Penalty: 3859.325928
	Iteration 49Q: 3 clusters Score -1.240629e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 111846 members 
Entering Unmasked Estep 
Score: -12407104.000000 Penalty: 3859.325928
	Iteration 50Q: 3 clusters Score -1.24071e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -12408042.000000 Penalty: 3859.325928
	Iteration 51Q: 3 clusters Score -1.240804e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -12409021.000000 Penalty: 3859.325928
	Iteration 52Q: 3 clusters Score -1.240902e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -12410108.000000 Penalty: 3859.325928
	Iteration 53Q: 3 clusters Score -1.241011e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 122437 members 
Entering Unmasked Estep 
Score: -12411208.000000 Penalty: 3859.325928
	Iteration 54Q: 3 clusters Score -1.241121e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -12412554.000000 Penalty: 3859.325928
	Iteration 55Q: 3 clusters Score -1.241255e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 127936 members 
Entering Unmasked Estep 
Score: -12414009.000000 Penalty: 3859.325928
	Iteration 56Q: 3 clusters Score -1.241401e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 130489 members 
Entering Unmasked Estep 
Score: -12415373.000000 Penalty: 3859.325928
	Iteration 57Q: 3 clusters Score -1.241537e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 132818 members 
Entering Unmasked Estep 
Score: -12416726.000000 Penalty: 3859.325928
	Iteration 58Q: 3 clusters Score -1.241673e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 134913 members 
Entering Unmasked Estep 
Score: -12418034.000000 Penalty: 3859.325928
	Iteration 59Q: 3 clusters Score -1.241803e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -12419231.000000 Penalty: 3859.325928
	Iteration 60F: 3 clusters Score -1.241923e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 138283 members 
Entering Unmasked Estep 
Score: -12420270.000000 Penalty: 3859.325928
	Iteration 61Q: 3 clusters Score -1.242027e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 139553 members 
Entering Unmasked Estep 
Score: -12421160.000000 Penalty: 3859.325928
	Iteration 62Q: 3 clusters Score -1.242116e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -12421875.000000 Penalty: 3859.325928
	Iteration 63Q: 3 clusters Score -1.242188e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 141248 members 
Entering Unmasked Estep 
Score: -12422310.000000 Penalty: 3859.325928
	Iteration 64Q: 3 clusters Score -1.242231e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 141772 members 
Entering Unmasked Estep 
Score: -12422712.000000 Penalty: 3859.325928
	Iteration 65Q: 3 clusters Score -1.242271e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -12422904.000000 Penalty: 3859.325928
	Iteration 66Q: 3 clusters Score -1.24229e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 142373 members 
Entering Unmasked Estep 
Score: -12423061.000000 Penalty: 3859.325928
	Iteration 67Q: 3 clusters Score -1.242306e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 142542 members 
Entering Unmasked Estep 
Score: -12423196.000000 Penalty: 3859.325928
	Iteration 68Q: 3 clusters Score -1.24232e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 142660 members 
Entering Unmasked Estep 
Score: -12423299.000000 Penalty: 3859.325928
	Iteration 69Q: 3 clusters Score -1.24233e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -12423388.000000 Penalty: 3859.325928
	Iteration 70Q: 3 clusters Score -1.242339e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -12423439.000000 Penalty: 3859.325928
	Iteration 71Q: 3 clusters Score -1.242344e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -12423492.000000 Penalty: 3859.325928
	Iteration 72Q: 3 clusters Score -1.242349e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 142901 members 
Entering Unmasked Estep 
Score: -12423540.000000 Penalty: 3859.325928
	Iteration 73Q: 3 clusters Score -1.242354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -12423591.000000 Penalty: 3859.325928
	Iteration 74Q: 3 clusters Score -1.242359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 142948 members 
Entering Unmasked Estep 
Score: -12423622.000000 Penalty: 3859.325928
	Iteration 75Q: 3 clusters Score -1.242362e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 142961 members 
Entering Unmasked Estep 
Score: -12423633.000000 Penalty: 3859.325928
	Iteration 76Q: 3 clusters Score -1.242363e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 142963 members 
Entering Unmasked Estep 
Score: -12423656.000000 Penalty: 3859.325928
	Iteration 77Q: 3 clusters Score -1.242366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 142965 members 
Entering Unmasked Estep 
Score: -12423671.000000 Penalty: 3859.325928
	Iteration 78Q: 3 clusters Score -1.242367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 142962 members 
Entering Unmasked Estep 
Score: -12423669.000000 Penalty: 3859.325928
	Iteration 79Q: 3 clusters Score -1.242367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 142963 members 
Entering Unmasked Estep 
Score: -12423668.000000 Penalty: 3859.325928
	Iteration 80F: 3 clusters Score -1.242367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 142967 members 
Entering Unmasked Estep 
Score: -12423684.000000 Penalty: 3859.325928
	Iteration 81Q: 3 clusters Score -1.242368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -12423678.000000 Penalty: 3859.325928
	Iteration 82Q: 3 clusters Score -1.242368e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 142970 members 
Entering Unmasked Estep 
Score: -12423701.000000 Penalty: 3859.325928
	Iteration 83Q: 3 clusters Score -1.24237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 142968 members 
Entering Unmasked Estep 
Score: -12423702.000000 Penalty: 3859.325928
	Iteration 84Q: 3 clusters Score -1.24237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 142971 members 
Entering Unmasked Estep 
Score: -12423707.000000 Penalty: 3859.325928
	Iteration 85Q: 3 clusters Score -1.242371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 142976 members 
Entering Unmasked Estep 
Score: -12423707.000000 Penalty: 3859.325928
	Iteration 86Q: 3 clusters Score -1.242371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 142978 members 
Entering Unmasked Estep 
Score: -12423716.000000 Penalty: 3859.325928
	Iteration 87Q: 3 clusters Score -1.242372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 142979 members 
Entering Unmasked Estep 
Score: -12423712.000000 Penalty: 3859.325928
	Iteration 88Q: 3 clusters Score -1.242371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -12423711.000000 Penalty: 3859.325928
	Iteration 89Q: 3 clusters Score -1.242371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 142983 members 
Entering Unmasked Estep 
Score: -12423711.000000 Penalty: 3859.325928
	Iteration 90Q: 3 clusters Score -1.242371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -12423714.000000 Penalty: 3859.325928
	Iteration 91Q: 3 clusters Score -1.242371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 142989 members 
Entering Unmasked Estep 
Score: -12423709.000000 Penalty: 3859.325928
	Iteration 92Q: 3 clusters Score -1.242371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -12423714.000000 Penalty: 3859.325928
	Iteration 93Q: 3 clusters Score -1.242371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 142987 members 
Entering Unmasked Estep 
Score: -12423712.000000 Penalty: 3859.325928
	Iteration 94Q: 3 clusters Score -1.242371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -12423712.000000 Penalty: 3859.325928
	Iteration 95Q: 3 clusters Score -1.242371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -12423712.000000 Penalty: 3859.325928
	Iteration 96F: 3 clusters Score -1.242371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Entering Unmasked Estep 
Score: -707145.500000 Penalty: 1463.118774
	Iteration 0F: 2 clusters Score -707145.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -701138.750000 Penalty: 2926.237549
	Iteration 0F: 3 clusters Score -701138.8 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -702985.812500 Penalty: 2926.237549
	Iteration 1F: 3 clusters Score -702985.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -703193.562500 Penalty: 2926.237549
	Iteration 2F: 3 clusters Score -703193.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -703348.312500 Penalty: 2926.237549
	Iteration 3Q: 3 clusters Score -703348.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -703482.625000 Penalty: 2926.237549
	Iteration 4Q: 3 clusters Score -703482.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -703635.062500 Penalty: 2926.237549
	Iteration 5Q: 3 clusters Score -703635.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -703791.875000 Penalty: 2926.237549
	Iteration 6Q: 3 clusters Score -703791.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -703951.000000 Penalty: 2926.237549
	Iteration 7Q: 3 clusters Score -703951 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -704126.062500 Penalty: 2926.237549
	Iteration 8Q: 3 clusters Score -704126.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -704342.687500 Penalty: 2926.237549
	Iteration 9Q: 3 clusters Score -704342.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -704674.062500 Penalty: 2926.237549
	Iteration 10Q: 3 clusters Score -704674.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -705152.500000 Penalty: 2926.237549
	Iteration 11Q: 3 clusters Score -705152.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -705784.562500 Penalty: 2926.237549
	Iteration 12F: 3 clusters Score -705784.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -706367.500000 Penalty: 2926.237549
	Iteration 13F: 3 clusters Score -706367.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -706918.562500 Penalty: 2926.237549
	Iteration 14Q: 3 clusters Score -706918.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -707551.062500 Penalty: 2926.237549
	Iteration 15Q: 3 clusters Score -707551.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -708009.500000 Penalty: 2926.237549
	Iteration 16Q: 3 clusters Score -708009.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -708161.750000 Penalty: 2926.237549
	Iteration 17Q: 3 clusters Score -708161.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -708193.125000 Penalty: 2926.237549
	Iteration 18Q: 3 clusters Score -708193.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -708203.500000 Penalty: 2926.237549
	Iteration 19Q: 3 clusters Score -708203.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -708212.562500 Penalty: 2926.237549
	Iteration 20F: 3 clusters Score -708212.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -708215.187500 Penalty: 2926.237549
	Iteration 21Q: 3 clusters Score -708215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -708218.062500 Penalty: 2926.237549
	Iteration 22Q: 3 clusters Score -708218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -708218.687500 Penalty: 2926.237549
	Iteration 23Q: 3 clusters Score -708218.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -708219.062500 Penalty: 2926.237549
	Iteration 24Q: 3 clusters Score -708219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -708218.687500 Penalty: 2926.237549
	Iteration 25Q: 3 clusters Score -708218.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -708219.375000 Penalty: 2926.237549
	Iteration 26Q: 3 clusters Score -708219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -708220.125000 Penalty: 2926.237549
	Iteration 27Q: 3 clusters Score -708220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -708220.250000 Penalty: 2926.237549
	Iteration 28Q: 3 clusters Score -708220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -708220.250000 Penalty: 2926.237549
	Iteration 29F: 3 clusters Score -708220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 20651 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 6833 members 
Mstep: Class 7 contains 233505 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 16741 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 143609 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 16 contains 3177 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
Score: -45685180.000000 Penalty: 34245.285156
Splitting cluster 16 changes total score from -45683924.000000 to -45685180.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -18605.005859 Penalty: 902.355896
	Iteration 0F: 2 clusters Score -18605.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17816.164062 Penalty: 1804.711792
	Iteration 0F: 3 clusters Score -17816.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17960.794922 Penalty: 1804.711792
	Iteration 1F: 3 clusters Score -17960.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18030.710938 Penalty: 1804.711792
	Iteration 2F: 3 clusters Score -18030.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18055.113281 Penalty: 1804.711792
	Iteration 3Q: 3 clusters Score -18055.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18073.404297 Penalty: 1804.711792
	Iteration 4Q: 3 clusters Score -18073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18079.111328 Penalty: 1804.711792
	Iteration 5Q: 3 clusters Score -18079.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18085.115234 Penalty: 1804.711792
	Iteration 6Q: 3 clusters Score -18085.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18085.115234 Penalty: 1804.711792
	Iteration 7F: 3 clusters Score -18085.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7714 members 
Mstep: Class 4 contains 20651 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 6833 members 
Mstep: Class 7 contains 233505 members 
Mstep: Class 8 contains 10078 members 
Mstep: Class 9 contains 16741 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 143609 members 
Mstep: Class 16 contains 3177 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686992.000000 Penalty: 34245.285156
Iteration 79Q: 17 clusters Score -4.568699e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 20655 members 
Mstep: Class 5 contains 57758 members 
Mstep: Class 6 contains 6830 members 
Mstep: Class 7 contains 233239 members 
Mstep: Class 8 contains 10051 members 
Mstep: Class 9 contains 16844 members 
Mstep: Class 10 contains 1959 members 
Mstep: Class 11 contains 10427 members 
Mstep: Class 12 contains 2742 members 
Mstep: Class 13 contains 144237 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 16 contains 3450 members 
Mstep: Class 19 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45688668.000000 Penalty: 34245.285156
Iteration 80F: 17 clusters Score -4.568867e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1573 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 20653 members 
Mstep: Class 5 contains 57931 members 
Mstep: Class 6 contains 6823 members 
Mstep: Class 7 contains 232751 members 
Mstep: Class 8 contains 9991 members 
Mstep: Class 9 contains 16918 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 10784 members 
Mstep: Class 12 contains 2614 members 
Mstep: Class 13 contains 144067 members 
Mstep: Class 14 contains 4890 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 19 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689288.000000 Penalty: 34245.285156
Iteration 81Q: 17 clusters Score -4.568929e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1574 members 
Mstep: Class 3 contains 7717 members 
Mstep: Class 4 contains 20657 members 
Mstep: Class 5 contains 58109 members 
Mstep: Class 6 contains 6814 members 
Mstep: Class 7 contains 232367 members 
Mstep: Class 8 contains 9977 members 
Mstep: Class 9 contains 16979 members 
Mstep: Class 10 contains 1865 members 
Mstep: Class 11 contains 11007 members 
Mstep: Class 12 contains 2481 members 
Mstep: Class 13 contains 143939 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 16 contains 3782 members 
Mstep: Class 19 contains 253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689596.000000 Penalty: 34245.285156
Iteration 82Q: 17 clusters Score -4.56896e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 20658 members 
Mstep: Class 5 contains 58281 members 
Mstep: Class 6 contains 6813 members 
Mstep: Class 7 contains 232044 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 17014 members 
Mstep: Class 10 contains 1868 members 
Mstep: Class 11 contains 11216 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 143868 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 16 contains 3876 members 
Mstep: Class 19 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689816.000000 Penalty: 34245.285156
Iteration 83Q: 17 clusters Score -4.568982e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 7723 members 
Mstep: Class 4 contains 20650 members 
Mstep: Class 5 contains 58434 members 
Mstep: Class 6 contains 6813 members 
Mstep: Class 7 contains 231718 members 
Mstep: Class 8 contains 9918 members 
Mstep: Class 9 contains 17047 members 
Mstep: Class 10 contains 1875 members 
Mstep: Class 11 contains 11422 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 143801 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 16 contains 3965 members 
Mstep: Class 19 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689864.000000 Penalty: 34245.285156
Iteration 84Q: 17 clusters Score -4.568986e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 20636 members 
Mstep: Class 5 contains 58576 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 231416 members 
Mstep: Class 8 contains 9895 members 
Mstep: Class 9 contains 17085 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 11619 members 
Mstep: Class 12 contains 2205 members 
Mstep: Class 13 contains 143758 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 16 contains 4038 members 
Mstep: Class 19 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689968.000000 Penalty: 34245.285156
Iteration 85Q: 17 clusters Score -4.568997e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 20629 members 
Mstep: Class 5 contains 58708 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 231121 members 
Mstep: Class 8 contains 9894 members 
Mstep: Class 9 contains 17119 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 11802 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 143702 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 19 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689952.000000 Penalty: 34245.285156
Iteration 86Q: 17 clusters Score -4.568995e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 7731 members 
Mstep: Class 4 contains 20623 members 
Mstep: Class 5 contains 58830 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 230865 members 
Mstep: Class 8 contains 9885 members 
Mstep: Class 9 contains 17157 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 11961 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 143670 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690104.000000 Penalty: 34245.285156
Iteration 87Q: 17 clusters Score -4.56901e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1577 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 20615 members 
Mstep: Class 5 contains 58959 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 230624 members 
Mstep: Class 8 contains 9875 members 
Mstep: Class 9 contains 17179 members 
Mstep: Class 10 contains 1888 members 
Mstep: Class 11 contains 12112 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 143669 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 19 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690148.000000 Penalty: 34245.285156
Iteration 88Q: 17 clusters Score -4.569015e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7734 members 
Mstep: Class 4 contains 20613 members 
Mstep: Class 5 contains 59087 members 
Mstep: Class 6 contains 6813 members 
Mstep: Class 7 contains 230396 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 17209 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 12239 members 
Mstep: Class 12 contains 1893 members 
Mstep: Class 13 contains 143653 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 16 contains 4215 members 
Mstep: Class 19 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690440.000000 Penalty: 34245.285156
Iteration 89Q: 17 clusters Score -4.569044e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7737 members 
Mstep: Class 4 contains 20611 members 
Mstep: Class 5 contains 59219 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 230154 members 
Mstep: Class 8 contains 9867 members 
Mstep: Class 9 contains 17235 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 12369 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 13 contains 143643 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 16 contains 4226 members 
Mstep: Class 19 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690520.000000 Penalty: 34245.285156
Iteration 90Q: 17 clusters Score -4.569052e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 20609 members 
Mstep: Class 5 contains 59354 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 229919 members 
Mstep: Class 8 contains 9868 members 
Mstep: Class 9 contains 17253 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 12486 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 143636 members 
Mstep: Class 14 contains 5114 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690564.000000 Penalty: 34245.285156
Iteration 91Q: 17 clusters Score -4.569056e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 20608 members 
Mstep: Class 5 contains 59502 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 229679 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 9 contains 17267 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 11 contains 12587 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 143629 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690492.000000 Penalty: 34245.285156
Iteration 92Q: 17 clusters Score -4.569049e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7745 members 
Mstep: Class 4 contains 20607 members 
Mstep: Class 5 contains 59649 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 229452 members 
Mstep: Class 8 contains 9865 members 
Mstep: Class 9 contains 17278 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 12694 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 143615 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 16 contains 4246 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690580.000000 Penalty: 34245.285156
Iteration 93Q: 17 clusters Score -4.569058e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7752 members 
Mstep: Class 4 contains 20603 members 
Mstep: Class 5 contains 59796 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 229234 members 
Mstep: Class 8 contains 9864 members 
Mstep: Class 9 contains 17297 members 
Mstep: Class 10 contains 1923 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 143606 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690748.000000 Penalty: 34245.285156
Iteration 94Q: 17 clusters Score -4.569075e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7751 members 
Mstep: Class 4 contains 20601 members 
Mstep: Class 5 contains 59961 members 
Mstep: Class 6 contains 6804 members 
Mstep: Class 7 contains 229033 members 
Mstep: Class 8 contains 9864 members 
Mstep: Class 9 contains 17311 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 12845 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 13 contains 143582 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690948.000000 Penalty: 34245.285156
Iteration 95Q: 17 clusters Score -4.569095e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7757 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 60099 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 228851 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 17328 members 
Mstep: Class 10 contains 1936 members 
Mstep: Class 11 contains 12900 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 143540 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691080.000000 Penalty: 34245.285156
Iteration 96Q: 17 clusters Score -4.569108e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7756 members 
Mstep: Class 4 contains 20590 members 
Mstep: Class 5 contains 60263 members 
Mstep: Class 6 contains 6806 members 
Mstep: Class 7 contains 228681 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 17340 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 12923 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 143505 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 16 contains 4263 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691120.000000 Penalty: 34245.285156
Iteration 97Q: 17 clusters Score -4.569112e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 20583 members 
Mstep: Class 5 contains 60449 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 228487 members 
Mstep: Class 8 contains 9860 members 
Mstep: Class 9 contains 17350 members 
Mstep: Class 10 contains 1945 members 
Mstep: Class 11 contains 12936 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 143489 members 
Mstep: Class 14 contains 5121 members 
Mstep: Class 16 contains 4265 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691212.000000 Penalty: 34245.285156
Iteration 98Q: 17 clusters Score -4.569121e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 20580 members 
Mstep: Class 5 contains 60639 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 228287 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 17375 members 
Mstep: Class 10 contains 1949 members 
Mstep: Class 11 contains 12944 members 
Mstep: Class 12 contains 1694 members 
Mstep: Class 13 contains 143462 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691296.000000 Penalty: 34245.285156
Iteration 99Q: 17 clusters Score -4.56913e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7769 members 
Mstep: Class 4 contains 20577 members 
Mstep: Class 5 contains 60831 members 
Mstep: Class 6 contains 6801 members 
Mstep: Class 7 contains 228081 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 17405 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 12946 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 143426 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 16 contains 4272 members 
Mstep: Class 19 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691496.000000 Penalty: 34245.285156
Iteration 100F: 17 clusters Score -4.56915e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7772 members 
Mstep: Class 4 contains 20570 members 
Mstep: Class 5 contains 61011 members 
Mstep: Class 6 contains 6793 members 
Mstep: Class 7 contains 227871 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 17420 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 12953 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 143418 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 16 contains 4273 members 
Mstep: Class 19 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691644.000000 Penalty: 34245.285156
Iteration 101Q: 17 clusters Score -4.569164e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7779 members 
Mstep: Class 4 contains 20568 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 227642 members 
Mstep: Class 8 contains 9862 members 
Mstep: Class 9 contains 17444 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 12957 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 19 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691640.000000 Penalty: 34245.285156
Iteration 102Q: 17 clusters Score -4.569164e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7781 members 
Mstep: Class 4 contains 20562 members 
Mstep: Class 5 contains 61384 members 
Mstep: Class 6 contains 6782 members 
Mstep: Class 7 contains 227433 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 17465 members 
Mstep: Class 10 contains 1982 members 
Mstep: Class 11 contains 12957 members 
Mstep: Class 12 contains 1781 members 
Mstep: Class 13 contains 143370 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 16 contains 4299 members 
Mstep: Class 19 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691792.000000 Penalty: 34245.285156
Iteration 103Q: 17 clusters Score -4.569179e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 7788 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 61549 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 227216 members 
Mstep: Class 8 contains 9856 members 
Mstep: Class 9 contains 17493 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 12957 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 143349 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 19 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691780.000000 Penalty: 34245.285156
Iteration 104Q: 17 clusters Score -4.569178e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1579 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 20553 members 
Mstep: Class 5 contains 61715 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 227011 members 
Mstep: Class 8 contains 9857 members 
Mstep: Class 9 contains 17518 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12957 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 143331 members 
Mstep: Class 14 contains 5144 members 
Mstep: Class 16 contains 4323 members 
Mstep: Class 19 contains 190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691908.000000 Penalty: 34245.285156
Iteration 105Q: 17 clusters Score -4.569191e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1581 members 
Mstep: Class 3 contains 7802 members 
Mstep: Class 4 contains 20546 members 
Mstep: Class 5 contains 61862 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 226817 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 17552 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12958 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 13 contains 143298 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 16 contains 4337 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691944.000000 Penalty: 34245.285156
Iteration 106Q: 17 clusters Score -4.569194e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1583 members 
Mstep: Class 3 contains 7809 members 
Mstep: Class 4 contains 20539 members 
Mstep: Class 5 contains 62021 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 226624 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12961 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 143273 members 
Mstep: Class 14 contains 5148 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692032.000000 Penalty: 34245.285156
Iteration 107Q: 17 clusters Score -4.569203e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 4 contains 20534 members 
Mstep: Class 5 contains 62175 members 
Mstep: Class 6 contains 6782 members 
Mstep: Class 7 contains 226430 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 17609 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12968 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 143245 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692072.000000 Penalty: 34245.285156
Iteration 108Q: 17 clusters Score -4.569207e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7815 members 
Mstep: Class 4 contains 20530 members 
Mstep: Class 5 contains 62354 members 
Mstep: Class 6 contains 6783 members 
Mstep: Class 7 contains 226230 members 
Mstep: Class 8 contains 9860 members 
Mstep: Class 9 contains 17633 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12969 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 143225 members 
Mstep: Class 14 contains 5152 members 
Mstep: Class 16 contains 4370 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692132.000000 Penalty: 34245.285156
Iteration 109Q: 17 clusters Score -4.569213e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7817 members 
Mstep: Class 4 contains 20528 members 
Mstep: Class 5 contains 62527 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 226040 members 
Mstep: Class 8 contains 9857 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12971 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 143221 members 
Mstep: Class 14 contains 5154 members 
Mstep: Class 16 contains 4377 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692120.000000 Penalty: 34245.285156
Iteration 110Q: 17 clusters Score -4.569212e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 5 contains 62678 members 
Mstep: Class 6 contains 6787 members 
Mstep: Class 7 contains 225866 members 
Mstep: Class 8 contains 9856 members 
Mstep: Class 9 contains 17667 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 143199 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 16 contains 4385 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692144.000000 Penalty: 34245.285156
Iteration 111Q: 17 clusters Score -4.569214e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 5 contains 62811 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 225703 members 
Mstep: Class 8 contains 9857 members 
Mstep: Class 9 contains 17692 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 143203 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 16 contains 4388 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692136.000000 Penalty: 34245.285156
Iteration 112Q: 17 clusters Score -4.569214e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 5 contains 62932 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 225559 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 17711 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 143208 members 
Mstep: Class 14 contains 5156 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692140.000000 Penalty: 34245.285156
Iteration 113Q: 17 clusters Score -4.569214e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 5 contains 63053 members 
Mstep: Class 6 contains 6784 members 
Mstep: Class 7 contains 225415 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 17727 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12979 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 143213 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692148.000000 Penalty: 34245.285156
Iteration 114Q: 17 clusters Score -4.569215e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 5 contains 63169 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 225279 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 17734 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12982 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 143215 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692188.000000 Penalty: 34245.285156
Iteration 115Q: 17 clusters Score -4.569219e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 20525 members 
Mstep: Class 5 contains 63260 members 
Mstep: Class 6 contains 6783 members 
Mstep: Class 7 contains 225155 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 17752 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 12983 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 143214 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 16 contains 4394 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692144.000000 Penalty: 34245.285156
Iteration 116Q: 17 clusters Score -4.569214e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 5 contains 63348 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 225037 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 17771 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 143206 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 16 contains 4398 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692168.000000 Penalty: 34245.285156
Iteration 117Q: 17 clusters Score -4.569217e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 5 contains 63432 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 224924 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 143196 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 16 contains 4400 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692068.000000 Penalty: 34245.285156
Iteration 118Q: 17 clusters Score -4.569207e+07 nChanged 162
Entering ConstructFrom: 
Score: -45692068.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -222563.406250 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -222563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -220172.687500 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -220172.7 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -220714.156250 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -220714.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -220835.140625 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -220835.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -220900.437500 Penalty: 2536.381592
	Iteration 3Q: 3 clusters Score -220900.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -220949.406250 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -220949.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -220990.593750 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -220990.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221011.328125 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -221011.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -221028.578125 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -221028.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -221044.281250 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -221044.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221051.890625 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -221051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -221059.593750 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -221059.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -221069.281250 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -221069.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -221078.031250 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -221078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -221085.656250 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -221085.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -221095.062500 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -221095.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -221101.078125 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -221101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -221107.937500 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -221107.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -221119.265625 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -221119.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -221132.703125 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -221132.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -221147.421875 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -221147.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -221155.671875 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -221155.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221160.218750 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -221160.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -221163.343750 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -221163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -221169.000000 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -221169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -221175.234375 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -221175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -221182.296875 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -221182.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -221192.796875 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -221192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -221204.890625 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -221204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -221212.500000 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -221212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -221217.203125 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -221217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -221221.593750 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -221221.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -221225.828125 Penalty: 2536.381592
	Iteration 31Q: 3 clusters Score -221225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -221230.578125 Penalty: 2536.381592
	Iteration 32Q: 3 clusters Score -221230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -221233.250000 Penalty: 2536.381592
	Iteration 33Q: 3 clusters Score -221233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -221238.906250 Penalty: 2536.381592
	Iteration 34Q: 3 clusters Score -221238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -221242.515625 Penalty: 2536.381592
	Iteration 35Q: 3 clusters Score -221242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -221245.640625 Penalty: 2536.381592
	Iteration 36Q: 3 clusters Score -221245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -221249.171875 Penalty: 2536.381592
	Iteration 37Q: 3 clusters Score -221249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -221253.625000 Penalty: 2536.381592
	Iteration 38Q: 3 clusters Score -221253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -221259.796875 Penalty: 2536.381592
	Iteration 39Q: 3 clusters Score -221259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -221267.718750 Penalty: 2536.381592
	Iteration 40F: 3 clusters Score -221267.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -221274.546875 Penalty: 2536.381592
	Iteration 41Q: 3 clusters Score -221274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -221280.578125 Penalty: 2536.381592
	Iteration 42Q: 3 clusters Score -221280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -221286.937500 Penalty: 2536.381592
	Iteration 43Q: 3 clusters Score -221286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -221291.343750 Penalty: 2536.381592
	Iteration 44Q: 3 clusters Score -221291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -221294.750000 Penalty: 2536.381592
	Iteration 45Q: 3 clusters Score -221294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -221298.390625 Penalty: 2536.381592
	Iteration 46Q: 3 clusters Score -221298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -221303.265625 Penalty: 2536.381592
	Iteration 47Q: 3 clusters Score -221303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -221306.546875 Penalty: 2536.381592
	Iteration 48Q: 3 clusters Score -221306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -221309.312500 Penalty: 2536.381592
	Iteration 49Q: 3 clusters Score -221309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -221310.468750 Penalty: 2536.381592
	Iteration 50Q: 3 clusters Score -221310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -221313.593750 Penalty: 2536.381592
	Iteration 51Q: 3 clusters Score -221313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -221316.250000 Penalty: 2536.381592
	Iteration 52Q: 3 clusters Score -221316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -221320.890625 Penalty: 2536.381592
	Iteration 53Q: 3 clusters Score -221320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -221323.921875 Penalty: 2536.381592
	Iteration 54Q: 3 clusters Score -221323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -221327.125000 Penalty: 2536.381592
	Iteration 55Q: 3 clusters Score -221327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -221330.078125 Penalty: 2536.381592
	Iteration 56Q: 3 clusters Score -221330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -221335.140625 Penalty: 2536.381592
	Iteration 57Q: 3 clusters Score -221335.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -221339.015625 Penalty: 2536.381592
	Iteration 58Q: 3 clusters Score -221339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -221340.687500 Penalty: 2536.381592
	Iteration 59Q: 3 clusters Score -221340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -221343.703125 Penalty: 2536.381592
	Iteration 60F: 3 clusters Score -221343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -221345.062500 Penalty: 2536.381592
	Iteration 61Q: 3 clusters Score -221345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -221345.875000 Penalty: 2536.381592
	Iteration 62Q: 3 clusters Score -221345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -221346.500000 Penalty: 2536.381592
	Iteration 63Q: 3 clusters Score -221346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -221348.343750 Penalty: 2536.381592
	Iteration 64Q: 3 clusters Score -221348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -221350.640625 Penalty: 2536.381592
	Iteration 65Q: 3 clusters Score -221350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -221352.828125 Penalty: 2536.381592
	Iteration 66Q: 3 clusters Score -221352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -221354.062500 Penalty: 2536.381592
	Iteration 67Q: 3 clusters Score -221354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -221355.031250 Penalty: 2536.381592
	Iteration 68Q: 3 clusters Score -221355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -221357.265625 Penalty: 2536.381592
	Iteration 69Q: 3 clusters Score -221357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -221357.671875 Penalty: 2536.381592
	Iteration 70Q: 3 clusters Score -221357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -221357.671875 Penalty: 2536.381592
	Iteration 71F: 3 clusters Score -221357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -128291.789062 Penalty: 1197.457642
	Iteration 0F: 2 clusters Score -128291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -126477.976562 Penalty: 2394.915283
	Iteration 0F: 3 clusters Score -126478 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -126845.171875 Penalty: 2394.915283
	Iteration 1F: 3 clusters Score -126845.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -126937.304688 Penalty: 2394.915283
	Iteration 2F: 3 clusters Score -126937.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126997.812500 Penalty: 2394.915283
	Iteration 3Q: 3 clusters Score -126997.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -127092.414062 Penalty: 2394.915283
	Iteration 4Q: 3 clusters Score -127092.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -127177.593750 Penalty: 2394.915283
	Iteration 5Q: 3 clusters Score -127177.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -127280.218750 Penalty: 2394.915283
	Iteration 6Q: 3 clusters Score -127280.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -127401.382812 Penalty: 2394.915283
	Iteration 7F: 3 clusters Score -127401.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127500.265625 Penalty: 2394.915283
	Iteration 8F: 3 clusters Score -127500.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -127582.062500 Penalty: 2394.915283
	Iteration 9Q: 3 clusters Score -127582.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127658.929688 Penalty: 2394.915283
	Iteration 10Q: 3 clusters Score -127658.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -127714.546875 Penalty: 2394.915283
	Iteration 11Q: 3 clusters Score -127714.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127754.062500 Penalty: 2394.915283
	Iteration 12Q: 3 clusters Score -127754.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127789.632812 Penalty: 2394.915283
	Iteration 13Q: 3 clusters Score -127789.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -127808.234375 Penalty: 2394.915283
	Iteration 14Q: 3 clusters Score -127808.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -127821.453125 Penalty: 2394.915283
	Iteration 15Q: 3 clusters Score -127821.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -127826.648438 Penalty: 2394.915283
	Iteration 16Q: 3 clusters Score -127826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -127828.882812 Penalty: 2394.915283
	Iteration 17Q: 3 clusters Score -127828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -127831.265625 Penalty: 2394.915283
	Iteration 18Q: 3 clusters Score -127831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -127836.828125 Penalty: 2394.915283
	Iteration 19Q: 3 clusters Score -127836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -127840.445312 Penalty: 2394.915283
	Iteration 20F: 3 clusters Score -127840.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -127846.718750 Penalty: 2394.915283
	Iteration 21Q: 3 clusters Score -127846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -127849.140625 Penalty: 2394.915283
	Iteration 22Q: 3 clusters Score -127849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -127854.328125 Penalty: 2394.915283
	Iteration 23Q: 3 clusters Score -127854.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -127859.906250 Penalty: 2394.915283
	Iteration 24Q: 3 clusters Score -127859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127861.015625 Penalty: 2394.915283
	Iteration 25Q: 3 clusters Score -127861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127862.757812 Penalty: 2394.915283
	Iteration 26Q: 3 clusters Score -127862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -127863.750000 Penalty: 2394.915283
	Iteration 27Q: 3 clusters Score -127863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -127864.531250 Penalty: 2394.915283
	Iteration 28Q: 3 clusters Score -127864.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127865.843750 Penalty: 2394.915283
	Iteration 29Q: 3 clusters Score -127865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127866.796875 Penalty: 2394.915283
	Iteration 30Q: 3 clusters Score -127866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127866.796875 Penalty: 2394.915283
	Iteration 31F: 3 clusters Score -127866.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Entering Unmasked Estep 
Score: -700256.562500 Penalty: 1456.763062
	Iteration 0F: 2 clusters Score -700256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -694457.500000 Penalty: 2913.526123
	Iteration 0F: 3 clusters Score -694457.5 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -696248.312500 Penalty: 2913.526123
	Iteration 1F: 3 clusters Score -696248.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -696515.000000 Penalty: 2913.526123
	Iteration 2F: 3 clusters Score -696515 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -696754.687500 Penalty: 2913.526123
	Iteration 3F: 3 clusters Score -696754.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -696999.937500 Penalty: 2913.526123
	Iteration 4F: 3 clusters Score -696999.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -697226.312500 Penalty: 2913.526123
	Iteration 5F: 3 clusters Score -697226.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -697439.875000 Penalty: 2913.526123
	Iteration 6Q: 3 clusters Score -697439.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -697684.562500 Penalty: 2913.526123
	Iteration 7Q: 3 clusters Score -697684.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -697946.375000 Penalty: 2913.526123
	Iteration 8Q: 3 clusters Score -697946.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -698212.812500 Penalty: 2913.526123
	Iteration 9Q: 3 clusters Score -698212.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -698498.312500 Penalty: 2913.526123
	Iteration 10Q: 3 clusters Score -698498.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -698702.875000 Penalty: 2913.526123
	Iteration 11Q: 3 clusters Score -698702.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -698852.750000 Penalty: 2913.526123
	Iteration 12Q: 3 clusters Score -698852.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -698930.312500 Penalty: 2913.526123
	Iteration 13Q: 3 clusters Score -698930.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -698964.000000 Penalty: 2913.526123
	Iteration 14Q: 3 clusters Score -698964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -698985.187500 Penalty: 2913.526123
	Iteration 15Q: 3 clusters Score -698985.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -698995.812500 Penalty: 2913.526123
	Iteration 16Q: 3 clusters Score -698995.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -699006.625000 Penalty: 2913.526123
	Iteration 17Q: 3 clusters Score -699006.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -699010.937500 Penalty: 2913.526123
	Iteration 18Q: 3 clusters Score -699010.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -699017.687500 Penalty: 2913.526123
	Iteration 19Q: 3 clusters Score -699017.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -699018.750000 Penalty: 2913.526123
	Iteration 20F: 3 clusters Score -699018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -699024.062500 Penalty: 2913.526123
	Iteration 21Q: 3 clusters Score -699024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -699026.687500 Penalty: 2913.526123
	Iteration 22Q: 3 clusters Score -699026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -699027.875000 Penalty: 2913.526123
	Iteration 23Q: 3 clusters Score -699027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -699028.250000 Penalty: 2913.526123
	Iteration 24Q: 3 clusters Score -699028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -699030.187500 Penalty: 2913.526123
	Iteration 25Q: 3 clusters Score -699030.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -699030.187500 Penalty: 2913.526123
	Iteration 26F: 3 clusters Score -699030.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Entering Unmasked Estep 
Score: -1734406.500000 Penalty: 1613.519409
	Iteration 0F: 2 clusters Score -1734406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1720442.625000 Penalty: 3227.038818
	Iteration 0F: 3 clusters Score -1720443 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1725365.875000 Penalty: 3227.038818
	Iteration 1F: 3 clusters Score -1725366 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1725666.125000 Penalty: 3227.038818
	Iteration 2Q: 3 clusters Score -1725666 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1725909.750000 Penalty: 3227.038818
	Iteration 3Q: 3 clusters Score -1725910 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1726119.000000 Penalty: 3227.038818
	Iteration 4Q: 3 clusters Score -1726119 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1726320.875000 Penalty: 3227.038818
	Iteration 5Q: 3 clusters Score -1726321 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1726538.625000 Penalty: 3227.038818
	Iteration 6Q: 3 clusters Score -1726539 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1726796.750000 Penalty: 3227.038818
	Iteration 7Q: 3 clusters Score -1726797 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1727117.000000 Penalty: 3227.038818
	Iteration 8Q: 3 clusters Score -1727117 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1727530.375000 Penalty: 3227.038818
	Iteration 9Q: 3 clusters Score -1727530 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1728087.250000 Penalty: 3227.038818
	Iteration 10Q: 3 clusters Score -1728087 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1728739.750000 Penalty: 3227.038818
	Iteration 11Q: 3 clusters Score -1728740 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1729410.500000 Penalty: 3227.038818
	Iteration 12Q: 3 clusters Score -1729410 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1730027.125000 Penalty: 3227.038818
	Iteration 13Q: 3 clusters Score -1730027 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1730559.250000 Penalty: 3227.038818
	Iteration 14Q: 3 clusters Score -1730559 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1731047.875000 Penalty: 3227.038818
	Iteration 15Q: 3 clusters Score -1731048 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1731482.375000 Penalty: 3227.038818
	Iteration 16Q: 3 clusters Score -1731482 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1731781.250000 Penalty: 3227.038818
	Iteration 17Q: 3 clusters Score -1731781 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1732028.500000 Penalty: 3227.038818
	Iteration 18Q: 3 clusters Score -1732028 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1732242.000000 Penalty: 3227.038818
	Iteration 19Q: 3 clusters Score -1732242 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1732401.875000 Penalty: 3227.038818
	Iteration 20F: 3 clusters Score -1732402 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1732540.250000 Penalty: 3227.038818
	Iteration 21Q: 3 clusters Score -1732540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1732661.500000 Penalty: 3227.038818
	Iteration 22Q: 3 clusters Score -1732662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1732766.125000 Penalty: 3227.038818
	Iteration 23Q: 3 clusters Score -1732766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1732869.375000 Penalty: 3227.038818
	Iteration 24Q: 3 clusters Score -1732869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1732930.375000 Penalty: 3227.038818
	Iteration 25Q: 3 clusters Score -1732930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1732976.625000 Penalty: 3227.038818
	Iteration 26Q: 3 clusters Score -1732977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1733001.625000 Penalty: 3227.038818
	Iteration 27Q: 3 clusters Score -1733002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1733019.000000 Penalty: 3227.038818
	Iteration 28Q: 3 clusters Score -1733019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1733024.000000 Penalty: 3227.038818
	Iteration 29Q: 3 clusters Score -1733024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1733033.250000 Penalty: 3227.038818
	Iteration 30Q: 3 clusters Score -1733033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1733038.875000 Penalty: 3227.038818
	Iteration 31Q: 3 clusters Score -1733039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1733044.875000 Penalty: 3227.038818
	Iteration 32Q: 3 clusters Score -1733045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1733052.250000 Penalty: 3227.038818
	Iteration 33Q: 3 clusters Score -1733052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1733049.125000 Penalty: 3227.038818
	Iteration 34Q: 3 clusters Score -1733049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1733049.625000 Penalty: 3227.038818
	Iteration 35Q: 3 clusters Score -1733050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1733049.250000 Penalty: 3227.038818
	Iteration 36Q: 3 clusters Score -1733049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1733050.375000 Penalty: 3227.038818
	Iteration 37Q: 3 clusters Score -1733050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1733056.000000 Penalty: 3227.038818
	Iteration 38Q: 3 clusters Score -1733056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1733059.750000 Penalty: 3227.038818
	Iteration 39Q: 3 clusters Score -1733060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1733057.625000 Penalty: 3227.038818
	Iteration 40F: 3 clusters Score -1733058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1733063.125000 Penalty: 3227.038818
	Iteration 41Q: 3 clusters Score -1733063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1733065.750000 Penalty: 3227.038818
	Iteration 42Q: 3 clusters Score -1733066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1733066.750000 Penalty: 3227.038818
	Iteration 43Q: 3 clusters Score -1733067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1733071.875000 Penalty: 3227.038818
	Iteration 44Q: 3 clusters Score -1733072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1733075.875000 Penalty: 3227.038818
	Iteration 45Q: 3 clusters Score -1733076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1733079.375000 Penalty: 3227.038818
	Iteration 46Q: 3 clusters Score -1733079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1733084.125000 Penalty: 3227.038818
	Iteration 47Q: 3 clusters Score -1733084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1733090.750000 Penalty: 3227.038818
	Iteration 48Q: 3 clusters Score -1733091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1733088.500000 Penalty: 3227.038818
	Iteration 49Q: 3 clusters Score -1733088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1733087.375000 Penalty: 3227.038818
	Iteration 50Q: 3 clusters Score -1733087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1733088.500000 Penalty: 3227.038818
	Iteration 51Q: 3 clusters Score -1733088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1733087.375000 Penalty: 3227.038818
	Iteration 52Q: 3 clusters Score -1733087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1733089.750000 Penalty: 3227.038818
	Iteration 53Q: 3 clusters Score -1733090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1733089.375000 Penalty: 3227.038818
	Iteration 54Q: 3 clusters Score -1733089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1733090.000000 Penalty: 3227.038818
	Iteration 55Q: 3 clusters Score -1733090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1733092.875000 Penalty: 3227.038818
	Iteration 56Q: 3 clusters Score -1733093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1733092.125000 Penalty: 3227.038818
	Iteration 57Q: 3 clusters Score -1733092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1733092.125000 Penalty: 3227.038818
	Iteration 58F: 3 clusters Score -1733092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (63515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Entering Unmasked Estep 
Score: -5800792.000000 Penalty: 1797.092651
	Iteration 0F: 2 clusters Score -5800792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -5758319.500000 Penalty: 3594.185303
	Iteration 0F: 3 clusters Score -5758320 nChanged 30076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -5775822.500000 Penalty: 3594.185303
	Iteration 1F: 3 clusters Score -5775822 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5776939.500000 Penalty: 3594.185303
	Iteration 2Q: 3 clusters Score -5776940 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -5778518.000000 Penalty: 3594.185303
	Iteration 3Q: 3 clusters Score -5778518 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -5780541.500000 Penalty: 3594.185303
	Iteration 4F: 3 clusters Score -5780542 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -5783129.000000 Penalty: 3594.185303
	Iteration 5F: 3 clusters Score -5783129 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -5786387.000000 Penalty: 3594.185303
	Iteration 6F: 3 clusters Score -5786387 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -5789921.500000 Penalty: 3594.185303
	Iteration 7F: 3 clusters Score -5789922 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -5792410.500000 Penalty: 3594.185303
	Iteration 8F: 3 clusters Score -5792410 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -5793501.000000 Penalty: 3594.185303
	Iteration 9Q: 3 clusters Score -5793501 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -5794008.000000 Penalty: 3594.185303
	Iteration 10Q: 3 clusters Score -5794008 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5794385.500000 Penalty: 3594.185303
	Iteration 11Q: 3 clusters Score -5794386 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5794654.000000 Penalty: 3594.185303
	Iteration 12Q: 3 clusters Score -5794654 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5794889.500000 Penalty: 3594.185303
	Iteration 13Q: 3 clusters Score -5794890 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5795103.500000 Penalty: 3594.185303
	Iteration 14Q: 3 clusters Score -5795104 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -5795287.000000 Penalty: 3594.185303
	Iteration 15Q: 3 clusters Score -5795287 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5795411.500000 Penalty: 3594.185303
	Iteration 16Q: 3 clusters Score -5795412 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5795520.000000 Penalty: 3594.185303
	Iteration 17Q: 3 clusters Score -5795520 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5795644.000000 Penalty: 3594.185303
	Iteration 18Q: 3 clusters Score -5795644 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5795723.500000 Penalty: 3594.185303
	Iteration 19Q: 3 clusters Score -5795724 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5795861.500000 Penalty: 3594.185303
	Iteration 20F: 3 clusters Score -5795862 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5795928.500000 Penalty: 3594.185303
	Iteration 21Q: 3 clusters Score -5795928 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -5796020.000000 Penalty: 3594.185303
	Iteration 22Q: 3 clusters Score -5796020 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5796116.500000 Penalty: 3594.185303
	Iteration 23Q: 3 clusters Score -5796116 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -5796223.000000 Penalty: 3594.185303
	Iteration 24Q: 3 clusters Score -5796223 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5796315.000000 Penalty: 3594.185303
	Iteration 25Q: 3 clusters Score -5796315 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -5796439.000000 Penalty: 3594.185303
	Iteration 26Q: 3 clusters Score -5796439 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -5796554.000000 Penalty: 3594.185303
	Iteration 27Q: 3 clusters Score -5796554 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -5796677.500000 Penalty: 3594.185303
	Iteration 28Q: 3 clusters Score -5796678 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5796750.500000 Penalty: 3594.185303
	Iteration 29Q: 3 clusters Score -5796750 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -5796865.500000 Penalty: 3594.185303
	Iteration 30Q: 3 clusters Score -5796866 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -5796997.000000 Penalty: 3594.185303
	Iteration 31Q: 3 clusters Score -5796997 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -5797102.500000 Penalty: 3594.185303
	Iteration 32Q: 3 clusters Score -5797102 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -5797206.000000 Penalty: 3594.185303
	Iteration 33Q: 3 clusters Score -5797206 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -5797301.500000 Penalty: 3594.185303
	Iteration 34Q: 3 clusters Score -5797302 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -5797417.000000 Penalty: 3594.185303
	Iteration 35Q: 3 clusters Score -5797417 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -5797548.500000 Penalty: 3594.185303
	Iteration 36Q: 3 clusters Score -5797548 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -5797649.500000 Penalty: 3594.185303
	Iteration 37Q: 3 clusters Score -5797650 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -5797760.000000 Penalty: 3594.185303
	Iteration 38Q: 3 clusters Score -5797760 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -5797888.000000 Penalty: 3594.185303
	Iteration 39Q: 3 clusters Score -5797888 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -5797968.000000 Penalty: 3594.185303
	Iteration 40F: 3 clusters Score -5797968 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -5798085.000000 Penalty: 3594.185303
	Iteration 41Q: 3 clusters Score -5798085 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -5798166.000000 Penalty: 3594.185303
	Iteration 42Q: 3 clusters Score -5798166 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -5798261.500000 Penalty: 3594.185303
	Iteration 43Q: 3 clusters Score -5798262 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -5798333.000000 Penalty: 3594.185303
	Iteration 44Q: 3 clusters Score -5798333 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -5798473.500000 Penalty: 3594.185303
	Iteration 45Q: 3 clusters Score -5798474 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 56188 members 
Entering Unmasked Estep 
Score: -5798539.000000 Penalty: 3594.185303
	Iteration 46Q: 3 clusters Score -5798539 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -5798651.500000 Penalty: 3594.185303
	Iteration 47Q: 3 clusters Score -5798652 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -5798729.500000 Penalty: 3594.185303
	Iteration 48Q: 3 clusters Score -5798730 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -5798816.500000 Penalty: 3594.185303
	Iteration 49Q: 3 clusters Score -5798816 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -5798920.000000 Penalty: 3594.185303
	Iteration 50Q: 3 clusters Score -5798920 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -5799012.500000 Penalty: 3594.185303
	Iteration 51Q: 3 clusters Score -5799012 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -5799090.500000 Penalty: 3594.185303
	Iteration 52Q: 3 clusters Score -5799090 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -5799144.500000 Penalty: 3594.185303
	Iteration 53Q: 3 clusters Score -5799144 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -5799200.500000 Penalty: 3594.185303
	Iteration 54Q: 3 clusters Score -5799200 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -5799255.500000 Penalty: 3594.185303
	Iteration 55Q: 3 clusters Score -5799256 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -5799283.500000 Penalty: 3594.185303
	Iteration 56Q: 3 clusters Score -5799284 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -5799336.500000 Penalty: 3594.185303
	Iteration 57Q: 3 clusters Score -5799336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -5799373.000000 Penalty: 3594.185303
	Iteration 58Q: 3 clusters Score -5799373 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -5799411.500000 Penalty: 3594.185303
	Iteration 59Q: 3 clusters Score -5799412 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -5799433.000000 Penalty: 3594.185303
	Iteration 60F: 3 clusters Score -5799433 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -5799453.500000 Penalty: 3594.185303
	Iteration 61Q: 3 clusters Score -5799454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -5799477.000000 Penalty: 3594.185303
	Iteration 62Q: 3 clusters Score -5799477 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -5799483.500000 Penalty: 3594.185303
	Iteration 63Q: 3 clusters Score -5799484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -5799511.500000 Penalty: 3594.185303
	Iteration 64Q: 3 clusters Score -5799512 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -5799519.500000 Penalty: 3594.185303
	Iteration 65Q: 3 clusters Score -5799520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -5799546.500000 Penalty: 3594.185303
	Iteration 66Q: 3 clusters Score -5799546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -5799562.500000 Penalty: 3594.185303
	Iteration 67Q: 3 clusters Score -5799562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 60593 members 
Entering Unmasked Estep 
Score: -5799566.000000 Penalty: 3594.185303
	Iteration 68Q: 3 clusters Score -5799566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -5799569.500000 Penalty: 3594.185303
	Iteration 69Q: 3 clusters Score -5799570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -5799583.500000 Penalty: 3594.185303
	Iteration 70Q: 3 clusters Score -5799584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -5799593.500000 Penalty: 3594.185303
	Iteration 71Q: 3 clusters Score -5799594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -5799598.000000 Penalty: 3594.185303
	Iteration 72Q: 3 clusters Score -5799598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -5799605.000000 Penalty: 3594.185303
	Iteration 73Q: 3 clusters Score -5799605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -5799619.500000 Penalty: 3594.185303
	Iteration 74Q: 3 clusters Score -5799620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -5799628.500000 Penalty: 3594.185303
	Iteration 75Q: 3 clusters Score -5799628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -5799621.000000 Penalty: 3594.185303
	Iteration 76Q: 3 clusters Score -5799621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -5799631.000000 Penalty: 3594.185303
	Iteration 77Q: 3 clusters Score -5799631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -5799626.000000 Penalty: 3594.185303
	Iteration 78Q: 3 clusters Score -5799626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -5799625.500000 Penalty: 3594.185303
	Iteration 79Q: 3 clusters Score -5799626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -5799632.000000 Penalty: 3594.185303
	Iteration 80F: 3 clusters Score -5799632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -5799629.000000 Penalty: 3594.185303
	Iteration 81Q: 3 clusters Score -5799629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -5799640.000000 Penalty: 3594.185303
	Iteration 82Q: 3 clusters Score -5799640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -5799644.500000 Penalty: 3594.185303
	Iteration 83Q: 3 clusters Score -5799644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -5799637.000000 Penalty: 3594.185303
	Iteration 84Q: 3 clusters Score -5799637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -5799638.000000 Penalty: 3594.185303
	Iteration 85Q: 3 clusters Score -5799638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -5799636.000000 Penalty: 3594.185303
	Iteration 86Q: 3 clusters Score -5799636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -5799638.500000 Penalty: 3594.185303
	Iteration 87Q: 3 clusters Score -5799638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -5799638.000000 Penalty: 3594.185303
	Iteration 88Q: 3 clusters Score -5799638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 61162 members 
Entering Unmasked Estep 
Score: -5799642.500000 Penalty: 3594.185303
	Iteration 89Q: 3 clusters Score -5799642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -5799652.500000 Penalty: 3594.185303
	Iteration 90Q: 3 clusters Score -5799652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -5799662.500000 Penalty: 3594.185303
	Iteration 91Q: 3 clusters Score -5799662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -5799656.500000 Penalty: 3594.185303
	Iteration 92Q: 3 clusters Score -5799656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -5799653.000000 Penalty: 3594.185303
	Iteration 93Q: 3 clusters Score -5799653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -5799663.500000 Penalty: 3594.185303
	Iteration 94Q: 3 clusters Score -5799664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -5799671.500000 Penalty: 3594.185303
	Iteration 95Q: 3 clusters Score -5799672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -5799678.500000 Penalty: 3594.185303
	Iteration 96Q: 3 clusters Score -5799678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -5799678.000000 Penalty: 3594.185303
	Iteration 97Q: 3 clusters Score -5799678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -5799676.000000 Penalty: 3594.185303
	Iteration 98Q: 3 clusters Score -5799676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -5799678.500000 Penalty: 3594.185303
	Iteration 99Q: 3 clusters Score -5799678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -5799676.500000 Penalty: 3594.185303
	Iteration 100F: 3 clusters Score -5799676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -5799682.500000 Penalty: 3594.185303
	Iteration 101Q: 3 clusters Score -5799682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -5799683.000000 Penalty: 3594.185303
	Iteration 102Q: 3 clusters Score -5799683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -5799684.500000 Penalty: 3594.185303
	Iteration 103Q: 3 clusters Score -5799684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 61346 members 
Entering Unmasked Estep 
Score: -5799686.500000 Penalty: 3594.185303
	Iteration 104Q: 3 clusters Score -5799686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -5799692.000000 Penalty: 3594.185303
	Iteration 105Q: 3 clusters Score -5799692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -5799691.500000 Penalty: 3594.185303
	Iteration 106Q: 3 clusters Score -5799692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -5799696.500000 Penalty: 3594.185303
	Iteration 107Q: 3 clusters Score -5799696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -5799695.000000 Penalty: 3594.185303
	Iteration 108Q: 3 clusters Score -5799695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 61379 members 
Entering Unmasked Estep 
Score: -5799695.000000 Penalty: 3594.185303
	Iteration 109F: 3 clusters Score -5799695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Entering Unmasked Estep 
Score: -611959.125000 Penalty: 1433.555542
	Iteration 0F: 2 clusters Score -611959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -606889.125000 Penalty: 2867.111084
	Iteration 0F: 3 clusters Score -606889.1 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -608359.875000 Penalty: 2867.111084
	Iteration 1F: 3 clusters Score -608359.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -608588.500000 Penalty: 2867.111084
	Iteration 2F: 3 clusters Score -608588.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -608777.500000 Penalty: 2867.111084
	Iteration 3F: 3 clusters Score -608777.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -608925.125000 Penalty: 2867.111084
	Iteration 4Q: 3 clusters Score -608925.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -609052.062500 Penalty: 2867.111084
	Iteration 5Q: 3 clusters Score -609052.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -609178.312500 Penalty: 2867.111084
	Iteration 6Q: 3 clusters Score -609178.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -609327.812500 Penalty: 2867.111084
	Iteration 7Q: 3 clusters Score -609327.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -609482.125000 Penalty: 2867.111084
	Iteration 8Q: 3 clusters Score -609482.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -609659.062500 Penalty: 2867.111084
	Iteration 9Q: 3 clusters Score -609659.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -609850.750000 Penalty: 2867.111084
	Iteration 10Q: 3 clusters Score -609850.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -610036.250000 Penalty: 2867.111084
	Iteration 11Q: 3 clusters Score -610036.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -610176.250000 Penalty: 2867.111084
	Iteration 12Q: 3 clusters Score -610176.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -610271.125000 Penalty: 2867.111084
	Iteration 13Q: 3 clusters Score -610271.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -610344.000000 Penalty: 2867.111084
	Iteration 14Q: 3 clusters Score -610344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -610392.250000 Penalty: 2867.111084
	Iteration 15Q: 3 clusters Score -610392.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -610416.187500 Penalty: 2867.111084
	Iteration 16Q: 3 clusters Score -610416.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -610433.812500 Penalty: 2867.111084
	Iteration 17Q: 3 clusters Score -610433.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -610455.875000 Penalty: 2867.111084
	Iteration 18Q: 3 clusters Score -610455.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -610471.937500 Penalty: 2867.111084
	Iteration 19Q: 3 clusters Score -610471.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -610481.312500 Penalty: 2867.111084
	Iteration 20F: 3 clusters Score -610481.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -610489.750000 Penalty: 2867.111084
	Iteration 21Q: 3 clusters Score -610489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -610492.250000 Penalty: 2867.111084
	Iteration 22Q: 3 clusters Score -610492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -610496.500000 Penalty: 2867.111084
	Iteration 23Q: 3 clusters Score -610496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -610497.250000 Penalty: 2867.111084
	Iteration 24Q: 3 clusters Score -610497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -610501.937500 Penalty: 2867.111084
	Iteration 25Q: 3 clusters Score -610501.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -610503.562500 Penalty: 2867.111084
	Iteration 26Q: 3 clusters Score -610503.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -610508.250000 Penalty: 2867.111084
	Iteration 27Q: 3 clusters Score -610508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -610510.062500 Penalty: 2867.111084
	Iteration 28Q: 3 clusters Score -610510.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -610511.625000 Penalty: 2867.111084
	Iteration 29Q: 3 clusters Score -610511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -610510.562500 Penalty: 2867.111084
	Iteration 30Q: 3 clusters Score -610510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -610511.187500 Penalty: 2867.111084
	Iteration 31Q: 3 clusters Score -610511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -610512.062500 Penalty: 2867.111084
	Iteration 32Q: 3 clusters Score -610512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -610513.812500 Penalty: 2867.111084
	Iteration 33Q: 3 clusters Score -610513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -610513.625000 Penalty: 2867.111084
	Iteration 34Q: 3 clusters Score -610513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -610513.000000 Penalty: 2867.111084
	Iteration 35Q: 3 clusters Score -610513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -610514.250000 Penalty: 2867.111084
	Iteration 36Q: 3 clusters Score -610514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -610513.750000 Penalty: 2867.111084
	Iteration 37Q: 3 clusters Score -610513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -610513.750000 Penalty: 2867.111084
	Iteration 38F: 3 clusters Score -610513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (224823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224823 members 
Entering Unmasked Estep 
Score: -20168108.000000 Penalty: 2002.498657
	Iteration 0F: 2 clusters Score -2.016811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112062 members 
Mstep: Class 2 contains 112761 members 
Entering Unmasked Estep 
Score: -20022172.000000 Penalty: 4004.997314
	Iteration 0F: 3 clusters Score -2.002217e+07 nChanged 109308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 120457 members 
Entering Unmasked Estep 
Score: -20088144.000000 Penalty: 4004.997314
	Iteration 1F: 3 clusters Score -2.008814e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99410 members 
Mstep: Class 2 contains 125413 members 
Entering Unmasked Estep 
Score: -20090210.000000 Penalty: 4004.997314
	Iteration 2Q: 3 clusters Score -2.009021e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 133091 members 
Entering Unmasked Estep 
Score: -20094150.000000 Penalty: 4004.997314
	Iteration 3Q: 3 clusters Score -2.009415e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 144508 members 
Entering Unmasked Estep 
Score: -20101224.000000 Penalty: 4004.997314
	Iteration 4F: 3 clusters Score -2.010122e+07 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 160261 members 
Entering Unmasked Estep 
Score: -20112884.000000 Penalty: 4004.997314
	Iteration 5F: 3 clusters Score -2.011288e+07 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 178625 members 
Entering Unmasked Estep 
Score: -20128280.000000 Penalty: 4004.997314
	Iteration 6F: 3 clusters Score -2.012828e+07 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 195564 members 
Entering Unmasked Estep 
Score: -20143214.000000 Penalty: 4004.997314
	Iteration 7F: 3 clusters Score -2.014321e+07 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 207636 members 
Entering Unmasked Estep 
Score: -20153442.000000 Penalty: 4004.997314
	Iteration 8F: 3 clusters Score -2.015344e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 214732 members 
Entering Unmasked Estep 
Score: -20159232.000000 Penalty: 4004.997314
	Iteration 9Q: 3 clusters Score -2.015923e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 218589 members 
Entering Unmasked Estep 
Score: -20162254.000000 Penalty: 4004.997314
	Iteration 10Q: 3 clusters Score -2.016225e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 220845 members 
Entering Unmasked Estep 
Score: -20163884.000000 Penalty: 4004.997314
	Iteration 11Q: 3 clusters Score -2.016388e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 222147 members 
Entering Unmasked Estep 
Score: -20164836.000000 Penalty: 4004.997314
	Iteration 12Q: 3 clusters Score -2.016484e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 222905 members 
Entering Unmasked Estep 
Score: -20165374.000000 Penalty: 4004.997314
	Iteration 13Q: 3 clusters Score -2.016537e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 223369 members 
Entering Unmasked Estep 
Score: -20165740.000000 Penalty: 4004.997314
	Iteration 14Q: 3 clusters Score -2.016574e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -20165982.000000 Penalty: 4004.997314
	Iteration 15Q: 3 clusters Score -2.016598e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 223820 members 
Entering Unmasked Estep 
Score: -20166132.000000 Penalty: 4004.997314
	Iteration 16Q: 3 clusters Score -2.016613e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 223937 members 
Entering Unmasked Estep 
Score: -20166188.000000 Penalty: 4004.997314
	Iteration 17Q: 3 clusters Score -2.016619e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 224006 members 
Entering Unmasked Estep 
Score: -20166250.000000 Penalty: 4004.997314
	Iteration 18Q: 3 clusters Score -2.016625e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 224063 members 
Entering Unmasked Estep 
Score: -20166308.000000 Penalty: 4004.997314
	Iteration 19Q: 3 clusters Score -2.016631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 224099 members 
Entering Unmasked Estep 
Score: -20166324.000000 Penalty: 4004.997314
	Iteration 20F: 3 clusters Score -2.016632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 224115 members 
Entering Unmasked Estep 
Score: -20166340.000000 Penalty: 4004.997314
	Iteration 21Q: 3 clusters Score -2.016634e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 224134 members 
Entering Unmasked Estep 
Score: -20166364.000000 Penalty: 4004.997314
	Iteration 22Q: 3 clusters Score -2.016636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 224149 members 
Entering Unmasked Estep 
Score: -20166368.000000 Penalty: 4004.997314
	Iteration 23Q: 3 clusters Score -2.016637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 224161 members 
Entering Unmasked Estep 
Score: -20166376.000000 Penalty: 4004.997314
	Iteration 24Q: 3 clusters Score -2.016638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 224169 members 
Entering Unmasked Estep 
Score: -20166374.000000 Penalty: 4004.997314
	Iteration 25Q: 3 clusters Score -2.016637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -20166388.000000 Penalty: 4004.997314
	Iteration 26Q: 3 clusters Score -2.016639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 224187 members 
Entering Unmasked Estep 
Score: -20166388.000000 Penalty: 4004.997314
	Iteration 27Q: 3 clusters Score -2.016639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 224194 members 
Entering Unmasked Estep 
Score: -20166372.000000 Penalty: 4004.997314
	Iteration 28Q: 3 clusters Score -2.016637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 224196 members 
Entering Unmasked Estep 
Score: -20166386.000000 Penalty: 4004.997314
	Iteration 29Q: 3 clusters Score -2.016639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 224201 members 
Entering Unmasked Estep 
Score: -20166378.000000 Penalty: 4004.997314
	Iteration 30Q: 3 clusters Score -2.016638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 224207 members 
Entering Unmasked Estep 
Score: -20166394.000000 Penalty: 4004.997314
	Iteration 31Q: 3 clusters Score -2.016639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 224208 members 
Entering Unmasked Estep 
Score: -20166398.000000 Penalty: 4004.997314
	Iteration 32Q: 3 clusters Score -2.01664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 224213 members 
Entering Unmasked Estep 
Score: -20166394.000000 Penalty: 4004.997314
	Iteration 33Q: 3 clusters Score -2.016639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 224214 members 
Entering Unmasked Estep 
Score: -20166386.000000 Penalty: 4004.997314
	Iteration 34Q: 3 clusters Score -2.016639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 224216 members 
Entering Unmasked Estep 
Score: -20166386.000000 Penalty: 4004.997314
	Iteration 35Q: 3 clusters Score -2.016639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 224217 members 
Entering Unmasked Estep 
Score: -20166390.000000 Penalty: 4004.997314
	Iteration 36Q: 3 clusters Score -2.016639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 224220 members 
Entering Unmasked Estep 
Score: -20166404.000000 Penalty: 4004.997314
	Iteration 37Q: 3 clusters Score -2.01664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 224220 members 
Entering Unmasked Estep 
Score: -20166404.000000 Penalty: 4004.997314
	Iteration 38F: 3 clusters Score -2.01664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -874229.500000 Penalty: 1494.207886
	Iteration 0F: 2 clusters Score -874229.5 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 4929 members 
Entering Unmasked Estep 
Score: -867164.875000 Penalty: 2988.415771
	Iteration 0F: 3 clusters Score -867164.9 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -869433.375000 Penalty: 2988.415771
	Iteration 1F: 3 clusters Score -869433.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -869619.437500 Penalty: 2988.415771
	Iteration 2F: 3 clusters Score -869619.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -869763.062500 Penalty: 2988.415771
	Iteration 3Q: 3 clusters Score -869763.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -869902.000000 Penalty: 2988.415771
	Iteration 4Q: 3 clusters Score -869902 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -870022.062500 Penalty: 2988.415771
	Iteration 5Q: 3 clusters Score -870022.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -870141.687500 Penalty: 2988.415771
	Iteration 6Q: 3 clusters Score -870141.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -870254.062500 Penalty: 2988.415771
	Iteration 7Q: 3 clusters Score -870254.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -870365.375000 Penalty: 2988.415771
	Iteration 8Q: 3 clusters Score -870365.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -870502.437500 Penalty: 2988.415771
	Iteration 9Q: 3 clusters Score -870502.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -870673.250000 Penalty: 2988.415771
	Iteration 10Q: 3 clusters Score -870673.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -870901.187500 Penalty: 2988.415771
	Iteration 11Q: 3 clusters Score -870901.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -871194.562500 Penalty: 2988.415771
	Iteration 12Q: 3 clusters Score -871194.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -871503.312500 Penalty: 2988.415771
	Iteration 13Q: 3 clusters Score -871503.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -871828.062500 Penalty: 2988.415771
	Iteration 14Q: 3 clusters Score -871828.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -872101.875000 Penalty: 2988.415771
	Iteration 15Q: 3 clusters Score -872101.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -872329.500000 Penalty: 2988.415771
	Iteration 16Q: 3 clusters Score -872329.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -872484.312500 Penalty: 2988.415771
	Iteration 17Q: 3 clusters Score -872484.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -872591.812500 Penalty: 2988.415771
	Iteration 18Q: 3 clusters Score -872591.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -872663.250000 Penalty: 2988.415771
	Iteration 19Q: 3 clusters Score -872663.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -872711.812500 Penalty: 2988.415771
	Iteration 20F: 3 clusters Score -872711.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -872748.625000 Penalty: 2988.415771
	Iteration 21Q: 3 clusters Score -872748.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -872782.125000 Penalty: 2988.415771
	Iteration 22Q: 3 clusters Score -872782.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -872807.562500 Penalty: 2988.415771
	Iteration 23Q: 3 clusters Score -872807.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -872818.562500 Penalty: 2988.415771
	Iteration 24Q: 3 clusters Score -872818.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -872832.250000 Penalty: 2988.415771
	Iteration 25Q: 3 clusters Score -872832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -872842.000000 Penalty: 2988.415771
	Iteration 26Q: 3 clusters Score -872842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -872854.812500 Penalty: 2988.415771
	Iteration 27Q: 3 clusters Score -872854.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -872863.062500 Penalty: 2988.415771
	Iteration 28Q: 3 clusters Score -872863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -872868.062500 Penalty: 2988.415771
	Iteration 29Q: 3 clusters Score -872868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -872875.312500 Penalty: 2988.415771
	Iteration 30Q: 3 clusters Score -872875.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -872877.125000 Penalty: 2988.415771
	Iteration 31Q: 3 clusters Score -872877.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -872879.250000 Penalty: 2988.415771
	Iteration 32Q: 3 clusters Score -872879.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -872881.812500 Penalty: 2988.415771
	Iteration 33Q: 3 clusters Score -872881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -872882.937500 Penalty: 2988.415771
	Iteration 34Q: 3 clusters Score -872882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -872884.437500 Penalty: 2988.415771
	Iteration 35Q: 3 clusters Score -872884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -872883.937500 Penalty: 2988.415771
	Iteration 36Q: 3 clusters Score -872883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -872883.937500 Penalty: 2988.415771
	Iteration 37F: 3 clusters Score -872883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Entering Unmasked Estep 
Score: -1599172.875000 Penalty: 1590.453003
	Iteration 0F: 2 clusters Score -1599173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1586983.875000 Penalty: 3180.906006
	Iteration 0F: 3 clusters Score -1586984 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1591323.000000 Penalty: 3180.906006
	Iteration 1F: 3 clusters Score -1591323 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1591685.250000 Penalty: 3180.906006
	Iteration 2F: 3 clusters Score -1591685 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1592072.750000 Penalty: 3180.906006
	Iteration 3Q: 3 clusters Score -1592073 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1592549.500000 Penalty: 3180.906006
	Iteration 4Q: 3 clusters Score -1592550 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1593170.500000 Penalty: 3180.906006
	Iteration 5F: 3 clusters Score -1593170 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1594026.375000 Penalty: 3180.906006
	Iteration 6F: 3 clusters Score -1594026 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1595007.750000 Penalty: 3180.906006
	Iteration 7F: 3 clusters Score -1595008 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1595900.125000 Penalty: 3180.906006
	Iteration 8F: 3 clusters Score -1595900 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1596535.375000 Penalty: 3180.906006
	Iteration 9F: 3 clusters Score -1596535 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1596883.250000 Penalty: 3180.906006
	Iteration 10Q: 3 clusters Score -1596883 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1597063.375000 Penalty: 3180.906006
	Iteration 11Q: 3 clusters Score -1597063 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1597178.125000 Penalty: 3180.906006
	Iteration 12Q: 3 clusters Score -1597178 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1597282.250000 Penalty: 3180.906006
	Iteration 13Q: 3 clusters Score -1597282 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1597394.125000 Penalty: 3180.906006
	Iteration 14Q: 3 clusters Score -1597394 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1597499.250000 Penalty: 3180.906006
	Iteration 15Q: 3 clusters Score -1597499 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1597599.500000 Penalty: 3180.906006
	Iteration 16Q: 3 clusters Score -1597600 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1597708.875000 Penalty: 3180.906006
	Iteration 17Q: 3 clusters Score -1597709 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1597792.625000 Penalty: 3180.906006
	Iteration 18Q: 3 clusters Score -1597793 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1597865.375000 Penalty: 3180.906006
	Iteration 19Q: 3 clusters Score -1597865 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1597933.500000 Penalty: 3180.906006
	Iteration 20F: 3 clusters Score -1597934 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1598000.250000 Penalty: 3180.906006
	Iteration 21Q: 3 clusters Score -1598000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1598065.500000 Penalty: 3180.906006
	Iteration 22Q: 3 clusters Score -1598066 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1598128.250000 Penalty: 3180.906006
	Iteration 23Q: 3 clusters Score -1598128 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1598192.875000 Penalty: 3180.906006
	Iteration 24Q: 3 clusters Score -1598193 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1598262.875000 Penalty: 3180.906006
	Iteration 25Q: 3 clusters Score -1598263 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1598325.125000 Penalty: 3180.906006
	Iteration 26Q: 3 clusters Score -1598325 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1598378.375000 Penalty: 3180.906006
	Iteration 27Q: 3 clusters Score -1598378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1598414.000000 Penalty: 3180.906006
	Iteration 28Q: 3 clusters Score -1598414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1598457.250000 Penalty: 3180.906006
	Iteration 29Q: 3 clusters Score -1598457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1598487.625000 Penalty: 3180.906006
	Iteration 30Q: 3 clusters Score -1598488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1598512.500000 Penalty: 3180.906006
	Iteration 31Q: 3 clusters Score -1598512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1598534.375000 Penalty: 3180.906006
	Iteration 32Q: 3 clusters Score -1598534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1598551.000000 Penalty: 3180.906006
	Iteration 33Q: 3 clusters Score -1598551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1598565.125000 Penalty: 3180.906006
	Iteration 34Q: 3 clusters Score -1598565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1598572.375000 Penalty: 3180.906006
	Iteration 35Q: 3 clusters Score -1598572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1598583.500000 Penalty: 3180.906006
	Iteration 36Q: 3 clusters Score -1598584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1598595.875000 Penalty: 3180.906006
	Iteration 37Q: 3 clusters Score -1598596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1598599.000000 Penalty: 3180.906006
	Iteration 38Q: 3 clusters Score -1598599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1598609.375000 Penalty: 3180.906006
	Iteration 39Q: 3 clusters Score -1598609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1598609.750000 Penalty: 3180.906006
	Iteration 40F: 3 clusters Score -1598610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1598615.125000 Penalty: 3180.906006
	Iteration 41Q: 3 clusters Score -1598615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1598614.125000 Penalty: 3180.906006
	Iteration 42Q: 3 clusters Score -1598614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1598616.750000 Penalty: 3180.906006
	Iteration 43Q: 3 clusters Score -1598617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1598618.250000 Penalty: 3180.906006
	Iteration 44Q: 3 clusters Score -1598618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1598617.875000 Penalty: 3180.906006
	Iteration 45Q: 3 clusters Score -1598618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1598618.875000 Penalty: 3180.906006
	Iteration 46Q: 3 clusters Score -1598619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1598620.250000 Penalty: 3180.906006
	Iteration 47Q: 3 clusters Score -1598620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1598619.125000 Penalty: 3180.906006
	Iteration 48Q: 3 clusters Score -1598619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1598621.125000 Penalty: 3180.906006
	Iteration 49Q: 3 clusters Score -1598621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1598621.000000 Penalty: 3180.906006
	Iteration 50Q: 3 clusters Score -1598621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1598621.750000 Penalty: 3180.906006
	Iteration 51Q: 3 clusters Score -1598622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1598622.500000 Penalty: 3180.906006
	Iteration 52Q: 3 clusters Score -1598622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1598622.500000 Penalty: 3180.906006
	Iteration 53F: 3 clusters Score -1598622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -166135.890625 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -166135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -164033.828125 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -164033.8 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -164522.968750 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -164523 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -164645.937500 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -164645.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -164706.250000 Penalty: 2469.153809
	Iteration 3Q: 3 clusters Score -164706.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -164749.484375 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -164749.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -164776.765625 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -164776.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -164811.000000 Penalty: 2469.153809
	Iteration 6Q: 3 clusters Score -164811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -164842.906250 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -164842.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -164865.000000 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -164865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -164879.546875 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -164879.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -164888.859375 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -164888.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -164895.453125 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -164895.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -164903.078125 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -164903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -164908.390625 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -164908.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -164912.484375 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -164912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -164915.812500 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -164915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -164920.406250 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -164920.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -164924.281250 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -164924.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -164927.234375 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -164927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -164932.453125 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -164932.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -164939.531250 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -164939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -164942.156250 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -164942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -164946.031250 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -164946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -164951.156250 Penalty: 2469.153809
	Iteration 23Q: 3 clusters Score -164951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -164954.765625 Penalty: 2469.153809
	Iteration 24Q: 3 clusters Score -164954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -164957.687500 Penalty: 2469.153809
	Iteration 25Q: 3 clusters Score -164957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -164960.687500 Penalty: 2469.153809
	Iteration 26Q: 3 clusters Score -164960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -164965.656250 Penalty: 2469.153809
	Iteration 27Q: 3 clusters Score -164965.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -164969.468750 Penalty: 2469.153809
	Iteration 28Q: 3 clusters Score -164969.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -164972.328125 Penalty: 2469.153809
	Iteration 29Q: 3 clusters Score -164972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -164976.906250 Penalty: 2469.153809
	Iteration 30Q: 3 clusters Score -164976.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -164982.296875 Penalty: 2469.153809
	Iteration 31Q: 3 clusters Score -164982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -164988.187500 Penalty: 2469.153809
	Iteration 32Q: 3 clusters Score -164988.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -164994.468750 Penalty: 2469.153809
	Iteration 33Q: 3 clusters Score -164994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -164998.046875 Penalty: 2469.153809
	Iteration 34Q: 3 clusters Score -164998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -165001.390625 Penalty: 2469.153809
	Iteration 35Q: 3 clusters Score -165001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -165005.515625 Penalty: 2469.153809
	Iteration 36Q: 3 clusters Score -165005.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -165010.156250 Penalty: 2469.153809
	Iteration 37Q: 3 clusters Score -165010.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -165018.171875 Penalty: 2469.153809
	Iteration 38Q: 3 clusters Score -165018.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -165022.921875 Penalty: 2469.153809
	Iteration 39Q: 3 clusters Score -165022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -165025.203125 Penalty: 2469.153809
	Iteration 40F: 3 clusters Score -165025.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -165027.390625 Penalty: 2469.153809
	Iteration 41Q: 3 clusters Score -165027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -165030.671875 Penalty: 2469.153809
	Iteration 42Q: 3 clusters Score -165030.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -165036.656250 Penalty: 2469.153809
	Iteration 43Q: 3 clusters Score -165036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -165041.171875 Penalty: 2469.153809
	Iteration 44Q: 3 clusters Score -165041.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -165046.015625 Penalty: 2469.153809
	Iteration 45Q: 3 clusters Score -165046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -165050.546875 Penalty: 2469.153809
	Iteration 46Q: 3 clusters Score -165050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -165053.703125 Penalty: 2469.153809
	Iteration 47Q: 3 clusters Score -165053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -165055.125000 Penalty: 2469.153809
	Iteration 48Q: 3 clusters Score -165055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -165056.171875 Penalty: 2469.153809
	Iteration 49Q: 3 clusters Score -165056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -165056.171875 Penalty: 2469.153809
	Iteration 50F: 3 clusters Score -165056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Entering Unmasked Estep 
Score: -1152643.000000 Penalty: 1539.114380
	Iteration 0F: 2 clusters Score -1152643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1143557.125000 Penalty: 3078.228760
	Iteration 0F: 3 clusters Score -1143557 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1146627.625000 Penalty: 3078.228760
	Iteration 1F: 3 clusters Score -1146628 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1146877.875000 Penalty: 3078.228760
	Iteration 2F: 3 clusters Score -1146878 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1147101.500000 Penalty: 3078.228760
	Iteration 3Q: 3 clusters Score -1147102 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1147379.625000 Penalty: 3078.228760
	Iteration 4Q: 3 clusters Score -1147380 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1147746.375000 Penalty: 3078.228760
	Iteration 5F: 3 clusters Score -1147746 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1148262.500000 Penalty: 3078.228760
	Iteration 6F: 3 clusters Score -1148262 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1148956.625000 Penalty: 3078.228760
	Iteration 7F: 3 clusters Score -1148957 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1149725.000000 Penalty: 3078.228760
	Iteration 8F: 3 clusters Score -1149725 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1150367.375000 Penalty: 3078.228760
	Iteration 9F: 3 clusters Score -1150367 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1150793.000000 Penalty: 3078.228760
	Iteration 10Q: 3 clusters Score -1150793 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1151027.375000 Penalty: 3078.228760
	Iteration 11Q: 3 clusters Score -1151027 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1151125.500000 Penalty: 3078.228760
	Iteration 12Q: 3 clusters Score -1151126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1151187.250000 Penalty: 3078.228760
	Iteration 13Q: 3 clusters Score -1151187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1151238.250000 Penalty: 3078.228760
	Iteration 14Q: 3 clusters Score -1151238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1151273.750000 Penalty: 3078.228760
	Iteration 15Q: 3 clusters Score -1151274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1151290.500000 Penalty: 3078.228760
	Iteration 16Q: 3 clusters Score -1151290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1151299.750000 Penalty: 3078.228760
	Iteration 17Q: 3 clusters Score -1151300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1151306.500000 Penalty: 3078.228760
	Iteration 18Q: 3 clusters Score -1151306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1151308.125000 Penalty: 3078.228760
	Iteration 19Q: 3 clusters Score -1151308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1151310.000000 Penalty: 3078.228760
	Iteration 20F: 3 clusters Score -1151310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -176805.359375 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -176805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -174734.578125 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -174734.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -175198.984375 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -175199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -175302.015625 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -175302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -175365.328125 Penalty: 2460.561523
	Iteration 3Q: 3 clusters Score -175365.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -175405.109375 Penalty: 2460.561523
	Iteration 4Q: 3 clusters Score -175405.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -175431.750000 Penalty: 2460.561523
	Iteration 5Q: 3 clusters Score -175431.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -175449.468750 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -175449.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -175460.109375 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -175460.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -175469.375000 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -175469.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -175475.968750 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -175476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -175483.015625 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -175483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -175488.078125 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -175488.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -175492.718750 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -175492.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -175495.093750 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -175495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -175500.343750 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -175500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -175504.250000 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -175504.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -175508.500000 Penalty: 2460.561523
	Iteration 16Q: 3 clusters Score -175508.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -175512.421875 Penalty: 2460.561523
	Iteration 17Q: 3 clusters Score -175512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -175516.250000 Penalty: 2460.561523
	Iteration 18Q: 3 clusters Score -175516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -175519.921875 Penalty: 2460.561523
	Iteration 19Q: 3 clusters Score -175519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -175522.437500 Penalty: 2460.561523
	Iteration 20F: 3 clusters Score -175522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -175523.625000 Penalty: 2460.561523
	Iteration 21Q: 3 clusters Score -175523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -175524.843750 Penalty: 2460.561523
	Iteration 22Q: 3 clusters Score -175524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -175525.500000 Penalty: 2460.561523
	Iteration 23Q: 3 clusters Score -175525.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -175527.156250 Penalty: 2460.561523
	Iteration 24Q: 3 clusters Score -175527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -175528.187500 Penalty: 2460.561523
	Iteration 25Q: 3 clusters Score -175528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -175529.093750 Penalty: 2460.561523
	Iteration 26Q: 3 clusters Score -175529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -175530.421875 Penalty: 2460.561523
	Iteration 27Q: 3 clusters Score -175530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -175531.265625 Penalty: 2460.561523
	Iteration 28Q: 3 clusters Score -175531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -175531.562500 Penalty: 2460.561523
	Iteration 29Q: 3 clusters Score -175531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -175532.109375 Penalty: 2460.561523
	Iteration 30Q: 3 clusters Score -175532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -175533.953125 Penalty: 2460.561523
	Iteration 31Q: 3 clusters Score -175534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -175536.843750 Penalty: 2460.561523
	Iteration 32Q: 3 clusters Score -175536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -175538.578125 Penalty: 2460.561523
	Iteration 33Q: 3 clusters Score -175538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -175540.328125 Penalty: 2460.561523
	Iteration 34Q: 3 clusters Score -175540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -175541.968750 Penalty: 2460.561523
	Iteration 35Q: 3 clusters Score -175542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -175543.437500 Penalty: 2460.561523
	Iteration 36Q: 3 clusters Score -175543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -175543.843750 Penalty: 2460.561523
	Iteration 37Q: 3 clusters Score -175543.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -175543.843750 Penalty: 2460.561523
	Iteration 38F: 3 clusters Score -175543.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Entering Unmasked Estep 
Score: -12391234.000000 Penalty: 1929.183716
	Iteration 0F: 2 clusters Score -1.239123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 71518 members 
Entering Unmasked Estep 
Score: -12294655.000000 Penalty: 3858.367432
	Iteration 0F: 3 clusters Score -1.229466e+07 nChanged 69125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -12335665.000000 Penalty: 3858.367432
	Iteration 1F: 3 clusters Score -1.233566e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -12336326.000000 Penalty: 3858.367432
	Iteration 2Q: 3 clusters Score -1.233633e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70081 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -12337115.000000 Penalty: 3858.367432
	Iteration 3Q: 3 clusters Score -1.233712e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -12338094.000000 Penalty: 3858.367432
	Iteration 4Q: 3 clusters Score -1.233809e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -12339385.000000 Penalty: 3858.367432
	Iteration 5Q: 3 clusters Score -1.233938e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -12341233.000000 Penalty: 3858.367432
	Iteration 6Q: 3 clusters Score -1.234123e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -12344185.000000 Penalty: 3858.367432
	Iteration 7Q: 3 clusters Score -1.234418e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -12348862.000000 Penalty: 3858.367432
	Iteration 8F: 3 clusters Score -1.234886e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -12355220.000000 Penalty: 3858.367432
	Iteration 9F: 3 clusters Score -1.235522e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 82324 members 
Entering Unmasked Estep 
Score: -12361209.000000 Penalty: 3858.367432
	Iteration 10F: 3 clusters Score -1.236121e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 83764 members 
Entering Unmasked Estep 
Score: -12364155.000000 Penalty: 3858.367432
	Iteration 11Q: 3 clusters Score -1.236416e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -12365080.000000 Penalty: 3858.367432
	Iteration 12Q: 3 clusters Score -1.236508e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -12365462.000000 Penalty: 3858.367432
	Iteration 13Q: 3 clusters Score -1.236546e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -12365794.000000 Penalty: 3858.367432
	Iteration 14Q: 3 clusters Score -1.236579e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -12366108.000000 Penalty: 3858.367432
	Iteration 15Q: 3 clusters Score -1.236611e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -12366449.000000 Penalty: 3858.367432
	Iteration 16Q: 3 clusters Score -1.236645e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -12366822.000000 Penalty: 3858.367432
	Iteration 17Q: 3 clusters Score -1.236682e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -12367229.000000 Penalty: 3858.367432
	Iteration 18Q: 3 clusters Score -1.236723e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -12367728.000000 Penalty: 3858.367432
	Iteration 19Q: 3 clusters Score -1.236773e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -12368293.000000 Penalty: 3858.367432
	Iteration 20F: 3 clusters Score -1.236829e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -12368844.000000 Penalty: 3858.367432
	Iteration 21Q: 3 clusters Score -1.236884e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -12369448.000000 Penalty: 3858.367432
	Iteration 22Q: 3 clusters Score -1.236945e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -12369993.000000 Penalty: 3858.367432
	Iteration 23Q: 3 clusters Score -1.236999e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -12370770.000000 Penalty: 3858.367432
	Iteration 24Q: 3 clusters Score -1.237077e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 109976 members 
Entering Unmasked Estep 
Score: -12371541.000000 Penalty: 3858.367432
	Iteration 25Q: 3 clusters Score -1.237154e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -12372440.000000 Penalty: 3858.367432
	Iteration 26Q: 3 clusters Score -1.237244e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 115158 members 
Entering Unmasked Estep 
Score: -12373479.000000 Penalty: 3858.367432
	Iteration 27Q: 3 clusters Score -1.237348e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 117914 members 
Entering Unmasked Estep 
Score: -12374644.000000 Penalty: 3858.367432
	Iteration 28Q: 3 clusters Score -1.237464e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -12375943.000000 Penalty: 3858.367432
	Iteration 29Q: 3 clusters Score -1.237594e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 123568 members 
Entering Unmasked Estep 
Score: -12377408.000000 Penalty: 3858.367432
	Iteration 30Q: 3 clusters Score -1.237741e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 126350 members 
Entering Unmasked Estep 
Score: -12378857.000000 Penalty: 3858.367432
	Iteration 31Q: 3 clusters Score -1.237886e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 128997 members 
Entering Unmasked Estep 
Score: -12380317.000000 Penalty: 3858.367432
	Iteration 32Q: 3 clusters Score -1.238032e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 131495 members 
Entering Unmasked Estep 
Score: -12381730.000000 Penalty: 3858.367432
	Iteration 33Q: 3 clusters Score -1.238173e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 133800 members 
Entering Unmasked Estep 
Score: -12383130.000000 Penalty: 3858.367432
	Iteration 34Q: 3 clusters Score -1.238313e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 135809 members 
Entering Unmasked Estep 
Score: -12384465.000000 Penalty: 3858.367432
	Iteration 35Q: 3 clusters Score -1.238446e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 137608 members 
Entering Unmasked Estep 
Score: -12385682.000000 Penalty: 3858.367432
	Iteration 36Q: 3 clusters Score -1.238568e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -12386816.000000 Penalty: 3858.367432
	Iteration 37Q: 3 clusters Score -1.238682e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 140289 members 
Entering Unmasked Estep 
Score: -12387734.000000 Penalty: 3858.367432
	Iteration 38Q: 3 clusters Score -1.238773e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -12388364.000000 Penalty: 3858.367432
	Iteration 39Q: 3 clusters Score -1.238836e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 141655 members 
Entering Unmasked Estep 
Score: -12388833.000000 Penalty: 3858.367432
	Iteration 40F: 3 clusters Score -1.238883e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -12389091.000000 Penalty: 3858.367432
	Iteration 41Q: 3 clusters Score -1.238909e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 142225 members 
Entering Unmasked Estep 
Score: -12389223.000000 Penalty: 3858.367432
	Iteration 42Q: 3 clusters Score -1.238922e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -12389300.000000 Penalty: 3858.367432
	Iteration 43Q: 3 clusters Score -1.23893e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 142451 members 
Entering Unmasked Estep 
Score: -12389355.000000 Penalty: 3858.367432
	Iteration 44Q: 3 clusters Score -1.238936e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 142511 members 
Entering Unmasked Estep 
Score: -12389410.000000 Penalty: 3858.367432
	Iteration 45Q: 3 clusters Score -1.238941e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -12389422.000000 Penalty: 3858.367432
	Iteration 46Q: 3 clusters Score -1.238942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 142574 members 
Entering Unmasked Estep 
Score: -12389449.000000 Penalty: 3858.367432
	Iteration 47Q: 3 clusters Score -1.238945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 142594 members 
Entering Unmasked Estep 
Score: -12389470.000000 Penalty: 3858.367432
	Iteration 48Q: 3 clusters Score -1.238947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -12389475.000000 Penalty: 3858.367432
	Iteration 49Q: 3 clusters Score -1.238948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -12389491.000000 Penalty: 3858.367432
	Iteration 50Q: 3 clusters Score -1.238949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -12389492.000000 Penalty: 3858.367432
	Iteration 51Q: 3 clusters Score -1.238949e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 142645 members 
Entering Unmasked Estep 
Score: -12389514.000000 Penalty: 3858.367432
	Iteration 52Q: 3 clusters Score -1.238951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 142668 members 
Entering Unmasked Estep 
Score: -12389533.000000 Penalty: 3858.367432
	Iteration 53Q: 3 clusters Score -1.238953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 142686 members 
Entering Unmasked Estep 
Score: -12389539.000000 Penalty: 3858.367432
	Iteration 54Q: 3 clusters Score -1.238954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -12389541.000000 Penalty: 3858.367432
	Iteration 55Q: 3 clusters Score -1.238954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 142705 members 
Entering Unmasked Estep 
Score: -12389562.000000 Penalty: 3858.367432
	Iteration 56Q: 3 clusters Score -1.238956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 142715 members 
Entering Unmasked Estep 
Score: -12389569.000000 Penalty: 3858.367432
	Iteration 57Q: 3 clusters Score -1.238957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 142730 members 
Entering Unmasked Estep 
Score: -12389586.000000 Penalty: 3858.367432
	Iteration 58Q: 3 clusters Score -1.238959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 142739 members 
Entering Unmasked Estep 
Score: -12389590.000000 Penalty: 3858.367432
	Iteration 59Q: 3 clusters Score -1.238959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -12389608.000000 Penalty: 3858.367432
	Iteration 60F: 3 clusters Score -1.238961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 142742 members 
Entering Unmasked Estep 
Score: -12389608.000000 Penalty: 3858.367432
	Iteration 61Q: 3 clusters Score -1.238961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 142744 members 
Entering Unmasked Estep 
Score: -12389612.000000 Penalty: 3858.367432
	Iteration 62Q: 3 clusters Score -1.238961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 142746 members 
Entering Unmasked Estep 
Score: -12389602.000000 Penalty: 3858.367432
	Iteration 63Q: 3 clusters Score -1.23896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -12389600.000000 Penalty: 3858.367432
	Iteration 64Q: 3 clusters Score -1.23896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 142747 members 
Entering Unmasked Estep 
Score: -12389600.000000 Penalty: 3858.367432
	Iteration 65F: 3 clusters Score -1.23896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -454183.781250 Penalty: 1389.602661
	Iteration 0F: 2 clusters Score -454183.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -450122.093750 Penalty: 2779.205322
	Iteration 0F: 3 clusters Score -450122.1 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -451258.906250 Penalty: 2779.205322
	Iteration 1F: 3 clusters Score -451258.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -451519.093750 Penalty: 2779.205322
	Iteration 2F: 3 clusters Score -451519.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -451744.250000 Penalty: 2779.205322
	Iteration 3F: 3 clusters Score -451744.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -451955.156250 Penalty: 2779.205322
	Iteration 4F: 3 clusters Score -451955.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -452142.500000 Penalty: 2779.205322
	Iteration 5Q: 3 clusters Score -452142.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -452337.687500 Penalty: 2779.205322
	Iteration 6Q: 3 clusters Score -452337.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -452517.875000 Penalty: 2779.205322
	Iteration 7Q: 3 clusters Score -452517.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -452692.625000 Penalty: 2779.205322
	Iteration 8Q: 3 clusters Score -452692.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -452863.937500 Penalty: 2779.205322
	Iteration 9Q: 3 clusters Score -452863.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -452985.562500 Penalty: 2779.205322
	Iteration 10Q: 3 clusters Score -452985.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -453053.093750 Penalty: 2779.205322
	Iteration 11Q: 3 clusters Score -453053.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -453102.687500 Penalty: 2779.205322
	Iteration 12Q: 3 clusters Score -453102.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -453127.937500 Penalty: 2779.205322
	Iteration 13Q: 3 clusters Score -453127.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -453147.000000 Penalty: 2779.205322
	Iteration 14Q: 3 clusters Score -453147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -453160.187500 Penalty: 2779.205322
	Iteration 15Q: 3 clusters Score -453160.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -453170.875000 Penalty: 2779.205322
	Iteration 16Q: 3 clusters Score -453170.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -453177.593750 Penalty: 2779.205322
	Iteration 17Q: 3 clusters Score -453177.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -453182.531250 Penalty: 2779.205322
	Iteration 18Q: 3 clusters Score -453182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -453185.187500 Penalty: 2779.205322
	Iteration 19Q: 3 clusters Score -453185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -453185.718750 Penalty: 2779.205322
	Iteration 20F: 3 clusters Score -453185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453186.718750 Penalty: 2779.205322
	Iteration 21Q: 3 clusters Score -453186.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -453189.000000 Penalty: 2779.205322
	Iteration 22Q: 3 clusters Score -453189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453188.218750 Penalty: 2779.205322
	Iteration 23Q: 3 clusters Score -453188.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453188.218750 Penalty: 2779.205322
	Iteration 24F: 3 clusters Score -453188.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -388443.312500 Penalty: 1363.418579
	Iteration 0F: 2 clusters Score -388443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -384847.031250 Penalty: 2726.837158
	Iteration 0F: 3 clusters Score -384847 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -385840.218750 Penalty: 2726.837158
	Iteration 1F: 3 clusters Score -385840.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -386084.375000 Penalty: 2726.837158
	Iteration 2F: 3 clusters Score -386084.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -386293.250000 Penalty: 2726.837158
	Iteration 3F: 3 clusters Score -386293.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -386492.500000 Penalty: 2726.837158
	Iteration 4F: 3 clusters Score -386492.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -386705.750000 Penalty: 2726.837158
	Iteration 5F: 3 clusters Score -386705.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -386953.375000 Penalty: 2726.837158
	Iteration 6F: 3 clusters Score -386953.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -387214.812500 Penalty: 2726.837158
	Iteration 7F: 3 clusters Score -387214.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -387445.781250 Penalty: 2726.837158
	Iteration 8Q: 3 clusters Score -387445.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -387617.343750 Penalty: 2726.837158
	Iteration 9Q: 3 clusters Score -387617.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -387702.312500 Penalty: 2726.837158
	Iteration 10Q: 3 clusters Score -387702.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -387729.968750 Penalty: 2726.837158
	Iteration 11Q: 3 clusters Score -387730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -387745.718750 Penalty: 2726.837158
	Iteration 12Q: 3 clusters Score -387745.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -387753.156250 Penalty: 2726.837158
	Iteration 13Q: 3 clusters Score -387753.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -387760.187500 Penalty: 2726.837158
	Iteration 14Q: 3 clusters Score -387760.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -387763.031250 Penalty: 2726.837158
	Iteration 15Q: 3 clusters Score -387763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -387764.500000 Penalty: 2726.837158
	Iteration 16Q: 3 clusters Score -387764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -387764.937500 Penalty: 2726.837158
	Iteration 17Q: 3 clusters Score -387764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -387765.500000 Penalty: 2726.837158
	Iteration 18Q: 3 clusters Score -387765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -387766.093750 Penalty: 2726.837158
	Iteration 19Q: 3 clusters Score -387766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -387765.718750 Penalty: 2726.837158
	Iteration 20F: 3 clusters Score -387765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -387767.093750 Penalty: 2726.837158
	Iteration 21Q: 3 clusters Score -387767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -387767.187500 Penalty: 2726.837158
	Iteration 22Q: 3 clusters Score -387767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -387767.187500 Penalty: 2726.837158
	Iteration 23F: 3 clusters Score -387767.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12732.448242 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -12732.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12014.629883 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12014.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12127.166016 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12127.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12155.291992 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12155.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12164.189453 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12164.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12177.615234 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -12177.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12181.794922 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -12181.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12198.523438 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -12198.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12198.523438 Penalty: 1703.567749
	Iteration 7F: 3 clusters Score -12198.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 20524 members 
Mstep: Class 5 contains 63515 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 224823 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 17808 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 143186 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692156.000000 Penalty: 34245.285156
Iteration 119Q: 17 clusters Score -4.569216e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 20522 members 
Mstep: Class 5 contains 63581 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 224728 members 
Mstep: Class 8 contains 9848 members 
Mstep: Class 9 contains 17831 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 143182 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692108.000000 Penalty: 34245.285156
Iteration 120F: 17 clusters Score -4.569211e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7826 members 
Mstep: Class 4 contains 20521 members 
Mstep: Class 5 contains 63650 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 224633 members 
Mstep: Class 8 contains 9847 members 
Mstep: Class 9 contains 17852 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 12986 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 143174 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692084.000000 Penalty: 34245.285156
Iteration 121Q: 17 clusters Score -4.569208e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7830 members 
Mstep: Class 4 contains 20521 members 
Mstep: Class 5 contains 63713 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 224539 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 17873 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 143172 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692104.000000 Penalty: 34245.285156
Iteration 122Q: 17 clusters Score -4.56921e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 20521 members 
Mstep: Class 5 contains 63768 members 
Mstep: Class 6 contains 6775 members 
Mstep: Class 7 contains 224463 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 17883 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12982 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 143173 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692120.000000 Penalty: 34245.285156
Iteration 123Q: 17 clusters Score -4.569212e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 20518 members 
Mstep: Class 5 contains 63831 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 224386 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 17889 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 143175 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692084.000000 Penalty: 34245.285156
Iteration 124Q: 17 clusters Score -4.569208e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7838 members 
Mstep: Class 4 contains 20517 members 
Mstep: Class 5 contains 63899 members 
Mstep: Class 6 contains 6774 members 
Mstep: Class 7 contains 224313 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 17893 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12983 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 143170 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692120.000000 Penalty: 34245.285156
Iteration 125Q: 17 clusters Score -4.569212e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 20515 members 
Mstep: Class 5 contains 63955 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 224233 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 17896 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 143186 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692188.000000 Penalty: 34245.285156
Iteration 126Q: 17 clusters Score -4.569219e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 20513 members 
Mstep: Class 5 contains 64008 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 224171 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 17897 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12977 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 143199 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692160.000000 Penalty: 34245.285156
Iteration 127Q: 17 clusters Score -4.569216e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7846 members 
Mstep: Class 4 contains 20508 members 
Mstep: Class 5 contains 64049 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 224118 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12979 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 143210 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692200.000000 Penalty: 34245.285156
Iteration 128Q: 17 clusters Score -4.56922e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 20506 members 
Mstep: Class 5 contains 64092 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 224068 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 17902 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 143223 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692180.000000 Penalty: 34245.285156
Iteration 129Q: 17 clusters Score -4.569218e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 5 contains 64131 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 224019 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 17908 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 143228 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692216.000000 Penalty: 34245.285156
Iteration 130Q: 17 clusters Score -4.569222e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7845 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 5 contains 64178 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 223965 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17915 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 2010 members 
Mstep: Class 13 contains 143232 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692216.000000 Penalty: 34245.285156
Iteration 131Q: 17 clusters Score -4.569222e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64221 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 223905 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17918 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 2015 members 
Mstep: Class 13 contains 143240 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692248.000000 Penalty: 34245.285156
Iteration 132Q: 17 clusters Score -4.569225e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7849 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64264 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 223856 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17924 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12978 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 143235 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692256.000000 Penalty: 34245.285156
Iteration 133Q: 17 clusters Score -4.569226e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64299 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 223811 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17929 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12977 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 143236 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692280.000000 Penalty: 34245.285156
Iteration 134Q: 17 clusters Score -4.569228e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64339 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 223761 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17933 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 143241 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692260.000000 Penalty: 34245.285156
Iteration 135Q: 17 clusters Score -4.569226e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7858 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64366 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 223712 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17941 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12976 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 143245 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692304.000000 Penalty: 34245.285156
Iteration 136Q: 17 clusters Score -4.56923e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7858 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 5 contains 64402 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 223660 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17952 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12977 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 143245 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692268.000000 Penalty: 34245.285156
Iteration 137Q: 17 clusters Score -4.569227e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7860 members 
Mstep: Class 4 contains 20506 members 
Mstep: Class 5 contains 64430 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 223615 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 17960 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12977 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 143249 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 34245.285156
Iteration 138Q: 17 clusters Score -4.569234e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7860 members 
Mstep: Class 4 contains 20506 members 
Mstep: Class 5 contains 64456 members 
Mstep: Class 6 contains 6766 members 
Mstep: Class 7 contains 223568 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 17967 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12979 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 143258 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692356.000000 Penalty: 34245.285156
Iteration 139Q: 17 clusters Score -4.569236e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7860 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 5 contains 64481 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 223527 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 17974 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12981 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143262 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692380.000000 Penalty: 34245.285156
Iteration 140F: 17 clusters Score -4.569238e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7861 members 
Mstep: Class 4 contains 20503 members 
Mstep: Class 5 contains 64503 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 223489 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 17983 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12982 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 143266 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4409 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692404.000000 Penalty: 34245.285156
Iteration 141Q: 17 clusters Score -4.56924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7862 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64532 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 223443 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 17994 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12983 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 143266 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692384.000000 Penalty: 34245.285156
Iteration 142Q: 17 clusters Score -4.569238e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64560 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 223403 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18002 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143264 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692372.000000 Penalty: 34245.285156
Iteration 143Q: 17 clusters Score -4.569237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64581 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223379 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18002 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143265 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692356.000000 Penalty: 34245.285156
Iteration 144Q: 17 clusters Score -4.569236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 20504 members 
Mstep: Class 5 contains 64596 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223356 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18005 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143270 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 34245.285156
Iteration 145Q: 17 clusters Score -4.569234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 20503 members 
Mstep: Class 5 contains 64607 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223343 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18005 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143272 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 34245.285156
Iteration 146Q: 17 clusters Score -4.569234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64618 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223333 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18004 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143274 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692356.000000 Penalty: 34245.285156
Iteration 147Q: 17 clusters Score -4.569236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64631 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223319 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18006 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12984 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143273 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692380.000000 Penalty: 34245.285156
Iteration 148Q: 17 clusters Score -4.569238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64642 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223306 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18007 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12985 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143273 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692364.000000 Penalty: 34245.285156
Iteration 149Q: 17 clusters Score -4.569236e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64652 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223293 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18008 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12987 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143273 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692388.000000 Penalty: 34245.285156
Iteration 150Q: 17 clusters Score -4.569239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64664 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223281 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18009 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12988 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143272 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692412.000000 Penalty: 34245.285156
Iteration 151Q: 17 clusters Score -4.569241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64678 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223267 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18010 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143270 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692368.000000 Penalty: 34245.285156
Iteration 152Q: 17 clusters Score -4.569237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7870 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64695 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223251 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18012 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143267 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692376.000000 Penalty: 34245.285156
Iteration 153Q: 17 clusters Score -4.569238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7870 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64710 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223234 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18015 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143266 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692392.000000 Penalty: 34245.285156
Iteration 154Q: 17 clusters Score -4.569239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7870 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64727 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223213 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18018 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143266 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692392.000000 Penalty: 34245.285156
Iteration 155Q: 17 clusters Score -4.569239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64740 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223194 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18022 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143266 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692368.000000 Penalty: 34245.285156
Iteration 156Q: 17 clusters Score -4.569237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64752 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223170 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18030 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12992 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143268 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692376.000000 Penalty: 34245.285156
Iteration 157Q: 17 clusters Score -4.569238e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64767 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223142 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18041 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143269 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692400.000000 Penalty: 34245.285156
Iteration 158Q: 17 clusters Score -4.56924e+07 nChanged 35
Entering ConstructFrom: 
Score: -45692400.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (2423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Entering Unmasked Estep 
Score: -220036.437500 Penalty: 1266.323853
	Iteration 0F: 2 clusters Score -220036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -217696.156250 Penalty: 2532.647705
	Iteration 0F: 3 clusters Score -217696.2 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -218238.765625 Penalty: 2532.647705
	Iteration 1F: 3 clusters Score -218238.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -218354.875000 Penalty: 2532.647705
	Iteration 2F: 3 clusters Score -218354.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -218411.921875 Penalty: 2532.647705
	Iteration 3Q: 3 clusters Score -218411.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -218448.640625 Penalty: 2532.647705
	Iteration 4Q: 3 clusters Score -218448.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -218472.843750 Penalty: 2532.647705
	Iteration 5Q: 3 clusters Score -218472.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -218491.390625 Penalty: 2532.647705
	Iteration 6Q: 3 clusters Score -218491.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -218503.703125 Penalty: 2532.647705
	Iteration 7Q: 3 clusters Score -218503.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -218511.437500 Penalty: 2532.647705
	Iteration 8Q: 3 clusters Score -218511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -218519.562500 Penalty: 2532.647705
	Iteration 9Q: 3 clusters Score -218519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -218527.468750 Penalty: 2532.647705
	Iteration 10Q: 3 clusters Score -218527.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -218536.140625 Penalty: 2532.647705
	Iteration 11Q: 3 clusters Score -218536.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218545.875000 Penalty: 2532.647705
	Iteration 12Q: 3 clusters Score -218545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -218551.921875 Penalty: 2532.647705
	Iteration 13Q: 3 clusters Score -218551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -218554.687500 Penalty: 2532.647705
	Iteration 14Q: 3 clusters Score -218554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -218558.343750 Penalty: 2532.647705
	Iteration 15Q: 3 clusters Score -218558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -218561.718750 Penalty: 2532.647705
	Iteration 16Q: 3 clusters Score -218561.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -218564.515625 Penalty: 2532.647705
	Iteration 17Q: 3 clusters Score -218564.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -218570.890625 Penalty: 2532.647705
	Iteration 18Q: 3 clusters Score -218570.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -218574.656250 Penalty: 2532.647705
	Iteration 19Q: 3 clusters Score -218574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -218579.984375 Penalty: 2532.647705
	Iteration 20F: 3 clusters Score -218580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -218584.250000 Penalty: 2532.647705
	Iteration 21Q: 3 clusters Score -218584.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -218587.265625 Penalty: 2532.647705
	Iteration 22Q: 3 clusters Score -218587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218590.656250 Penalty: 2532.647705
	Iteration 23Q: 3 clusters Score -218590.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -218593.437500 Penalty: 2532.647705
	Iteration 24Q: 3 clusters Score -218593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -218595.453125 Penalty: 2532.647705
	Iteration 25Q: 3 clusters Score -218595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218596.890625 Penalty: 2532.647705
	Iteration 26Q: 3 clusters Score -218596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218597.734375 Penalty: 2532.647705
	Iteration 27Q: 3 clusters Score -218597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218599.015625 Penalty: 2532.647705
	Iteration 28Q: 3 clusters Score -218599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218600.765625 Penalty: 2532.647705
	Iteration 29Q: 3 clusters Score -218600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -218602.843750 Penalty: 2532.647705
	Iteration 30Q: 3 clusters Score -218602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -218605.281250 Penalty: 2532.647705
	Iteration 31Q: 3 clusters Score -218605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -218606.281250 Penalty: 2532.647705
	Iteration 32Q: 3 clusters Score -218606.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -218608.562500 Penalty: 2532.647705
	Iteration 33Q: 3 clusters Score -218608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218608.890625 Penalty: 2532.647705
	Iteration 34Q: 3 clusters Score -218608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -218610.671875 Penalty: 2532.647705
	Iteration 35Q: 3 clusters Score -218610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -218612.218750 Penalty: 2532.647705
	Iteration 36Q: 3 clusters Score -218612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -218614.343750 Penalty: 2532.647705
	Iteration 37Q: 3 clusters Score -218614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -218615.968750 Penalty: 2532.647705
	Iteration 38Q: 3 clusters Score -218616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218617.406250 Penalty: 2532.647705
	Iteration 39Q: 3 clusters Score -218617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -218619.968750 Penalty: 2532.647705
	Iteration 40F: 3 clusters Score -218620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -218623.343750 Penalty: 2532.647705
	Iteration 41Q: 3 clusters Score -218623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -218626.093750 Penalty: 2532.647705
	Iteration 42Q: 3 clusters Score -218626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -218626.093750 Penalty: 2532.647705
	Iteration 43F: 3 clusters Score -218626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -128291.789062 Penalty: 1197.457642
	Iteration 0F: 2 clusters Score -128291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -126493.359375 Penalty: 2394.915283
	Iteration 0F: 3 clusters Score -126493.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126921.773438 Penalty: 2394.915283
	Iteration 1F: 3 clusters Score -126921.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -127055.906250 Penalty: 2394.915283
	Iteration 2F: 3 clusters Score -127055.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -127159.468750 Penalty: 2394.915283
	Iteration 3F: 3 clusters Score -127159.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -127238.382812 Penalty: 2394.915283
	Iteration 4Q: 3 clusters Score -127238.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -127291.289062 Penalty: 2394.915283
	Iteration 5Q: 3 clusters Score -127291.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127338.335938 Penalty: 2394.915283
	Iteration 6Q: 3 clusters Score -127338.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -127377.234375 Penalty: 2394.915283
	Iteration 7Q: 3 clusters Score -127377.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -127427.843750 Penalty: 2394.915283
	Iteration 8Q: 3 clusters Score -127427.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -127495.179688 Penalty: 2394.915283
	Iteration 9Q: 3 clusters Score -127495.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -127546.773438 Penalty: 2394.915283
	Iteration 10Q: 3 clusters Score -127546.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -127578.554688 Penalty: 2394.915283
	Iteration 11Q: 3 clusters Score -127578.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -127612.179688 Penalty: 2394.915283
	Iteration 12Q: 3 clusters Score -127612.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -127632.414062 Penalty: 2394.915283
	Iteration 13Q: 3 clusters Score -127632.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127651.703125 Penalty: 2394.915283
	Iteration 14Q: 3 clusters Score -127651.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -127666.507812 Penalty: 2394.915283
	Iteration 15Q: 3 clusters Score -127666.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -127680.148438 Penalty: 2394.915283
	Iteration 16Q: 3 clusters Score -127680.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -127689.812500 Penalty: 2394.915283
	Iteration 17Q: 3 clusters Score -127689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -127694.273438 Penalty: 2394.915283
	Iteration 18Q: 3 clusters Score -127694.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -127701.421875 Penalty: 2394.915283
	Iteration 19Q: 3 clusters Score -127701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -127709.148438 Penalty: 2394.915283
	Iteration 20F: 3 clusters Score -127709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -127714.382812 Penalty: 2394.915283
	Iteration 21Q: 3 clusters Score -127714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -127718.875000 Penalty: 2394.915283
	Iteration 22Q: 3 clusters Score -127718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -127720.203125 Penalty: 2394.915283
	Iteration 23Q: 3 clusters Score -127720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -127721.664062 Penalty: 2394.915283
	Iteration 24Q: 3 clusters Score -127721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -127723.312500 Penalty: 2394.915283
	Iteration 25Q: 3 clusters Score -127723.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -127724.234375 Penalty: 2394.915283
	Iteration 26Q: 3 clusters Score -127724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -127724.234375 Penalty: 2394.915283
	Iteration 27F: 3 clusters Score -127724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Entering Unmasked Estep 
Score: -704816.000000 Penalty: 1457.819092
	Iteration 0F: 2 clusters Score -704816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -699047.125000 Penalty: 2915.638184
	Iteration 0F: 3 clusters Score -699047.1 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -700930.250000 Penalty: 2915.638184
	Iteration 1F: 3 clusters Score -700930.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -701276.125000 Penalty: 2915.638184
	Iteration 2F: 3 clusters Score -701276.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -701617.125000 Penalty: 2915.638184
	Iteration 3F: 3 clusters Score -701617.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -701959.312500 Penalty: 2915.638184
	Iteration 4F: 3 clusters Score -701959.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -702279.875000 Penalty: 2915.638184
	Iteration 5F: 3 clusters Score -702279.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -702555.750000 Penalty: 2915.638184
	Iteration 6F: 3 clusters Score -702555.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -702767.500000 Penalty: 2915.638184
	Iteration 7Q: 3 clusters Score -702767.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -702969.937500 Penalty: 2915.638184
	Iteration 8Q: 3 clusters Score -702969.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -703125.687500 Penalty: 2915.638184
	Iteration 9Q: 3 clusters Score -703125.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -703226.375000 Penalty: 2915.638184
	Iteration 10Q: 3 clusters Score -703226.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -703307.312500 Penalty: 2915.638184
	Iteration 11Q: 3 clusters Score -703307.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -703373.750000 Penalty: 2915.638184
	Iteration 12Q: 3 clusters Score -703373.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -703435.375000 Penalty: 2915.638184
	Iteration 13Q: 3 clusters Score -703435.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -703494.500000 Penalty: 2915.638184
	Iteration 14Q: 3 clusters Score -703494.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -703523.000000 Penalty: 2915.638184
	Iteration 15Q: 3 clusters Score -703523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -703539.687500 Penalty: 2915.638184
	Iteration 16Q: 3 clusters Score -703539.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -703548.812500 Penalty: 2915.638184
	Iteration 17Q: 3 clusters Score -703548.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -703555.562500 Penalty: 2915.638184
	Iteration 18Q: 3 clusters Score -703555.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -703561.062500 Penalty: 2915.638184
	Iteration 19Q: 3 clusters Score -703561.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -703565.187500 Penalty: 2915.638184
	Iteration 20F: 3 clusters Score -703565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -703567.062500 Penalty: 2915.638184
	Iteration 21Q: 3 clusters Score -703567.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -703571.437500 Penalty: 2915.638184
	Iteration 22Q: 3 clusters Score -703571.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -703576.187500 Penalty: 2915.638184
	Iteration 23Q: 3 clusters Score -703576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -703578.125000 Penalty: 2915.638184
	Iteration 24Q: 3 clusters Score -703578.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -703582.000000 Penalty: 2915.638184
	Iteration 25Q: 3 clusters Score -703582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -703584.500000 Penalty: 2915.638184
	Iteration 26Q: 3 clusters Score -703584.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -703587.375000 Penalty: 2915.638184
	Iteration 27Q: 3 clusters Score -703587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -703586.375000 Penalty: 2915.638184
	Iteration 28Q: 3 clusters Score -703586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -703587.625000 Penalty: 2915.638184
	Iteration 29Q: 3 clusters Score -703587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -703590.000000 Penalty: 2915.638184
	Iteration 30Q: 3 clusters Score -703590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -703588.937500 Penalty: 2915.638184
	Iteration 31Q: 3 clusters Score -703588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -703589.812500 Penalty: 2915.638184
	Iteration 32Q: 3 clusters Score -703589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -703591.000000 Penalty: 2915.638184
	Iteration 33Q: 3 clusters Score -703591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -703591.750000 Penalty: 2915.638184
	Iteration 34Q: 3 clusters Score -703591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -703592.812500 Penalty: 2915.638184
	Iteration 35Q: 3 clusters Score -703592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -703594.500000 Penalty: 2915.638184
	Iteration 36Q: 3 clusters Score -703594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -703597.000000 Penalty: 2915.638184
	Iteration 37Q: 3 clusters Score -703597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -703597.437500 Penalty: 2915.638184
	Iteration 38Q: 3 clusters Score -703597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -703598.125000 Penalty: 2915.638184
	Iteration 39Q: 3 clusters Score -703598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -703598.312500 Penalty: 2915.638184
	Iteration 40F: 3 clusters Score -703598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -703599.312500 Penalty: 2915.638184
	Iteration 41Q: 3 clusters Score -703599.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -703599.312500 Penalty: 2915.638184
	Iteration 42Q: 3 clusters Score -703599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -703599.687500 Penalty: 2915.638184
	Iteration 43Q: 3 clusters Score -703599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -703600.750000 Penalty: 2915.638184
	Iteration 44Q: 3 clusters Score -703600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -703601.125000 Penalty: 2915.638184
	Iteration 45Q: 3 clusters Score -703601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -703601.687500 Penalty: 2915.638184
	Iteration 46Q: 3 clusters Score -703601.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -703601.687500 Penalty: 2915.638184
	Iteration 47Q: 3 clusters Score -703601.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -703602.562500 Penalty: 2915.638184
	Iteration 48Q: 3 clusters Score -703602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -703604.375000 Penalty: 2915.638184
	Iteration 49Q: 3 clusters Score -703604.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -703607.812500 Penalty: 2915.638184
	Iteration 50Q: 3 clusters Score -703607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -703608.687500 Penalty: 2915.638184
	Iteration 51Q: 3 clusters Score -703608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -703609.187500 Penalty: 2915.638184
	Iteration 52Q: 3 clusters Score -703609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -703610.187500 Penalty: 2915.638184
	Iteration 53Q: 3 clusters Score -703610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -703611.187500 Penalty: 2915.638184
	Iteration 54Q: 3 clusters Score -703611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -703610.562500 Penalty: 2915.638184
	Iteration 55Q: 3 clusters Score -703610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -703612.687500 Penalty: 2915.638184
	Iteration 56Q: 3 clusters Score -703612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -703611.750000 Penalty: 2915.638184
	Iteration 57Q: 3 clusters Score -703611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -703611.562500 Penalty: 2915.638184
	Iteration 58Q: 3 clusters Score -703611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -703611.562500 Penalty: 2915.638184
	Iteration 59F: 3 clusters Score -703611.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Entering Unmasked Estep 
Score: -1732498.000000 Penalty: 1613.345215
	Iteration 0F: 2 clusters Score -1732498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1718596.375000 Penalty: 3226.690430
	Iteration 0F: 3 clusters Score -1718596 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1723638.000000 Penalty: 3226.690430
	Iteration 1F: 3 clusters Score -1723638 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1724029.125000 Penalty: 3226.690430
	Iteration 2Q: 3 clusters Score -1724029 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1724402.625000 Penalty: 3226.690430
	Iteration 3Q: 3 clusters Score -1724403 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1724801.500000 Penalty: 3226.690430
	Iteration 4Q: 3 clusters Score -1724802 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1725315.750000 Penalty: 3226.690430
	Iteration 5Q: 3 clusters Score -1725316 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1725959.250000 Penalty: 3226.690430
	Iteration 6F: 3 clusters Score -1725959 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1726743.375000 Penalty: 3226.690430
	Iteration 7F: 3 clusters Score -1726743 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -1727568.000000 Penalty: 3226.690430
	Iteration 8F: 3 clusters Score -1727568 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1728349.875000 Penalty: 3226.690430
	Iteration 9F: 3 clusters Score -1728350 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1729062.000000 Penalty: 3226.690430
	Iteration 10Q: 3 clusters Score -1729062 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -1729627.500000 Penalty: 3226.690430
	Iteration 11Q: 3 clusters Score -1729628 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -1730044.500000 Penalty: 3226.690430
	Iteration 12Q: 3 clusters Score -1730044 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1730328.750000 Penalty: 3226.690430
	Iteration 13Q: 3 clusters Score -1730329 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1730539.000000 Penalty: 3226.690430
	Iteration 14Q: 3 clusters Score -1730539 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1730700.250000 Penalty: 3226.690430
	Iteration 15Q: 3 clusters Score -1730700 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1730820.250000 Penalty: 3226.690430
	Iteration 16Q: 3 clusters Score -1730820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -1730886.000000 Penalty: 3226.690430
	Iteration 17Q: 3 clusters Score -1730886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1730938.000000 Penalty: 3226.690430
	Iteration 18Q: 3 clusters Score -1730938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -1730979.125000 Penalty: 3226.690430
	Iteration 19Q: 3 clusters Score -1730979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -1731005.750000 Penalty: 3226.690430
	Iteration 20F: 3 clusters Score -1731006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -1731024.250000 Penalty: 3226.690430
	Iteration 21Q: 3 clusters Score -1731024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1731045.250000 Penalty: 3226.690430
	Iteration 22Q: 3 clusters Score -1731045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1731055.625000 Penalty: 3226.690430
	Iteration 23Q: 3 clusters Score -1731056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -1731067.875000 Penalty: 3226.690430
	Iteration 24Q: 3 clusters Score -1731068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1731077.000000 Penalty: 3226.690430
	Iteration 25Q: 3 clusters Score -1731077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1731083.875000 Penalty: 3226.690430
	Iteration 26Q: 3 clusters Score -1731084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1731084.750000 Penalty: 3226.690430
	Iteration 27Q: 3 clusters Score -1731085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1731087.000000 Penalty: 3226.690430
	Iteration 28Q: 3 clusters Score -1731087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1731088.750000 Penalty: 3226.690430
	Iteration 29Q: 3 clusters Score -1731089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1731091.000000 Penalty: 3226.690430
	Iteration 30Q: 3 clusters Score -1731091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -1731091.000000 Penalty: 3226.690430
	Iteration 31F: 3 clusters Score -1731091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (64788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Entering Unmasked Estep 
Score: -5915373.500000 Penalty: 1800.317261
	Iteration 0F: 2 clusters Score -5915374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -5871990.000000 Penalty: 3600.634521
	Iteration 0F: 3 clusters Score -5871990 nChanged 30627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -5889284.000000 Penalty: 3600.634521
	Iteration 1F: 3 clusters Score -5889284 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -5889751.000000 Penalty: 3600.634521
	Iteration 2Q: 3 clusters Score -5889751 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -5890318.000000 Penalty: 3600.634521
	Iteration 3Q: 3 clusters Score -5890318 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -5891082.000000 Penalty: 3600.634521
	Iteration 4Q: 3 clusters Score -5891082 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5892163.500000 Penalty: 3600.634521
	Iteration 5Q: 3 clusters Score -5892164 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -5893701.500000 Penalty: 3600.634521
	Iteration 6Q: 3 clusters Score -5893702 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -5895902.500000 Penalty: 3600.634521
	Iteration 7F: 3 clusters Score -5895902 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5898796.500000 Penalty: 3600.634521
	Iteration 8F: 3 clusters Score -5898796 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5902234.500000 Penalty: 3600.634521
	Iteration 9F: 3 clusters Score -5902234 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -5904909.000000 Penalty: 3600.634521
	Iteration 10F: 3 clusters Score -5904909 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -5906110.500000 Penalty: 3600.634521
	Iteration 11Q: 3 clusters Score -5906110 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -5906532.000000 Penalty: 3600.634521
	Iteration 12Q: 3 clusters Score -5906532 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5906844.500000 Penalty: 3600.634521
	Iteration 13Q: 3 clusters Score -5906844 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5907174.500000 Penalty: 3600.634521
	Iteration 14Q: 3 clusters Score -5907174 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5907507.500000 Penalty: 3600.634521
	Iteration 15Q: 3 clusters Score -5907508 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5907846.500000 Penalty: 3600.634521
	Iteration 16Q: 3 clusters Score -5907846 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5908217.000000 Penalty: 3600.634521
	Iteration 17Q: 3 clusters Score -5908217 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -5908598.000000 Penalty: 3600.634521
	Iteration 18Q: 3 clusters Score -5908598 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5908900.000000 Penalty: 3600.634521
	Iteration 19Q: 3 clusters Score -5908900 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5909173.500000 Penalty: 3600.634521
	Iteration 20F: 3 clusters Score -5909174 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -5909410.500000 Penalty: 3600.634521
	Iteration 21Q: 3 clusters Score -5909410 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5909669.500000 Penalty: 3600.634521
	Iteration 22Q: 3 clusters Score -5909670 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -5909854.500000 Penalty: 3600.634521
	Iteration 23Q: 3 clusters Score -5909854 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -5910068.000000 Penalty: 3600.634521
	Iteration 24Q: 3 clusters Score -5910068 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -5910213.500000 Penalty: 3600.634521
	Iteration 25Q: 3 clusters Score -5910214 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -5910339.500000 Penalty: 3600.634521
	Iteration 26Q: 3 clusters Score -5910340 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5910478.000000 Penalty: 3600.634521
	Iteration 27Q: 3 clusters Score -5910478 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -5910598.500000 Penalty: 3600.634521
	Iteration 28Q: 3 clusters Score -5910598 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -5910753.500000 Penalty: 3600.634521
	Iteration 29Q: 3 clusters Score -5910754 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -5910831.000000 Penalty: 3600.634521
	Iteration 30Q: 3 clusters Score -5910831 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -5910923.000000 Penalty: 3600.634521
	Iteration 31Q: 3 clusters Score -5910923 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -5911013.000000 Penalty: 3600.634521
	Iteration 32Q: 3 clusters Score -5911013 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -5911116.000000 Penalty: 3600.634521
	Iteration 33Q: 3 clusters Score -5911116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -5911220.000000 Penalty: 3600.634521
	Iteration 34Q: 3 clusters Score -5911220 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -5911297.000000 Penalty: 3600.634521
	Iteration 35Q: 3 clusters Score -5911297 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -5911421.000000 Penalty: 3600.634521
	Iteration 36Q: 3 clusters Score -5911421 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -5911513.000000 Penalty: 3600.634521
	Iteration 37Q: 3 clusters Score -5911513 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -5911620.000000 Penalty: 3600.634521
	Iteration 38Q: 3 clusters Score -5911620 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -5911705.000000 Penalty: 3600.634521
	Iteration 39Q: 3 clusters Score -5911705 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -5911814.500000 Penalty: 3600.634521
	Iteration 40F: 3 clusters Score -5911814 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -5911898.000000 Penalty: 3600.634521
	Iteration 41Q: 3 clusters Score -5911898 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -5912021.000000 Penalty: 3600.634521
	Iteration 42Q: 3 clusters Score -5912021 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -5912130.000000 Penalty: 3600.634521
	Iteration 43Q: 3 clusters Score -5912130 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -5912271.500000 Penalty: 3600.634521
	Iteration 44Q: 3 clusters Score -5912272 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -5912356.500000 Penalty: 3600.634521
	Iteration 45Q: 3 clusters Score -5912356 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -5912441.500000 Penalty: 3600.634521
	Iteration 46Q: 3 clusters Score -5912442 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -5912520.000000 Penalty: 3600.634521
	Iteration 47Q: 3 clusters Score -5912520 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -5912631.500000 Penalty: 3600.634521
	Iteration 48Q: 3 clusters Score -5912632 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -5912756.000000 Penalty: 3600.634521
	Iteration 49Q: 3 clusters Score -5912756 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -5912872.000000 Penalty: 3600.634521
	Iteration 50Q: 3 clusters Score -5912872 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -5912962.500000 Penalty: 3600.634521
	Iteration 51Q: 3 clusters Score -5912962 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -5913038.500000 Penalty: 3600.634521
	Iteration 52Q: 3 clusters Score -5913038 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -5913120.000000 Penalty: 3600.634521
	Iteration 53Q: 3 clusters Score -5913120 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -5913224.000000 Penalty: 3600.634521
	Iteration 54Q: 3 clusters Score -5913224 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -5913319.000000 Penalty: 3600.634521
	Iteration 55Q: 3 clusters Score -5913319 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -5913405.500000 Penalty: 3600.634521
	Iteration 56Q: 3 clusters Score -5913406 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -5913473.500000 Penalty: 3600.634521
	Iteration 57Q: 3 clusters Score -5913474 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -5913590.500000 Penalty: 3600.634521
	Iteration 58Q: 3 clusters Score -5913590 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -5913661.500000 Penalty: 3600.634521
	Iteration 59Q: 3 clusters Score -5913662 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -5913726.500000 Penalty: 3600.634521
	Iteration 60F: 3 clusters Score -5913726 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -5913789.500000 Penalty: 3600.634521
	Iteration 61Q: 3 clusters Score -5913790 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -5913824.500000 Penalty: 3600.634521
	Iteration 62Q: 3 clusters Score -5913824 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -5913875.000000 Penalty: 3600.634521
	Iteration 63Q: 3 clusters Score -5913875 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -5913927.000000 Penalty: 3600.634521
	Iteration 64Q: 3 clusters Score -5913927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -5913967.500000 Penalty: 3600.634521
	Iteration 65Q: 3 clusters Score -5913968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -5913979.500000 Penalty: 3600.634521
	Iteration 66Q: 3 clusters Score -5913980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -5913982.000000 Penalty: 3600.634521
	Iteration 67Q: 3 clusters Score -5913982 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -5914023.500000 Penalty: 3600.634521
	Iteration 68Q: 3 clusters Score -5914024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -5914045.500000 Penalty: 3600.634521
	Iteration 69Q: 3 clusters Score -5914046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -5914076.000000 Penalty: 3600.634521
	Iteration 70Q: 3 clusters Score -5914076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -5914086.500000 Penalty: 3600.634521
	Iteration 71Q: 3 clusters Score -5914086 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -5914102.500000 Penalty: 3600.634521
	Iteration 72Q: 3 clusters Score -5914102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -5914130.500000 Penalty: 3600.634521
	Iteration 73Q: 3 clusters Score -5914130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -5914155.500000 Penalty: 3600.634521
	Iteration 74Q: 3 clusters Score -5914156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -5914167.000000 Penalty: 3600.634521
	Iteration 75Q: 3 clusters Score -5914167 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -5914167.500000 Penalty: 3600.634521
	Iteration 76Q: 3 clusters Score -5914168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -5914173.500000 Penalty: 3600.634521
	Iteration 77Q: 3 clusters Score -5914174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -5914182.500000 Penalty: 3600.634521
	Iteration 78Q: 3 clusters Score -5914182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -5914193.000000 Penalty: 3600.634521
	Iteration 79Q: 3 clusters Score -5914193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -5914203.500000 Penalty: 3600.634521
	Iteration 80F: 3 clusters Score -5914204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -5914204.500000 Penalty: 3600.634521
	Iteration 81Q: 3 clusters Score -5914204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -5914221.500000 Penalty: 3600.634521
	Iteration 82Q: 3 clusters Score -5914222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -5914233.500000 Penalty: 3600.634521
	Iteration 83Q: 3 clusters Score -5914234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -5914229.000000 Penalty: 3600.634521
	Iteration 84Q: 3 clusters Score -5914229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -5914233.000000 Penalty: 3600.634521
	Iteration 85Q: 3 clusters Score -5914233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -5914239.000000 Penalty: 3600.634521
	Iteration 86Q: 3 clusters Score -5914239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -5914241.500000 Penalty: 3600.634521
	Iteration 87Q: 3 clusters Score -5914242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -5914239.500000 Penalty: 3600.634521
	Iteration 88Q: 3 clusters Score -5914240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -5914239.500000 Penalty: 3600.634521
	Iteration 89Q: 3 clusters Score -5914240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -5914233.500000 Penalty: 3600.634521
	Iteration 90Q: 3 clusters Score -5914234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -5914242.500000 Penalty: 3600.634521
	Iteration 91Q: 3 clusters Score -5914242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -5914234.000000 Penalty: 3600.634521
	Iteration 92Q: 3 clusters Score -5914234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -5914237.000000 Penalty: 3600.634521
	Iteration 93Q: 3 clusters Score -5914237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -5914233.000000 Penalty: 3600.634521
	Iteration 94Q: 3 clusters Score -5914233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -5914239.500000 Penalty: 3600.634521
	Iteration 95Q: 3 clusters Score -5914240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -5914259.500000 Penalty: 3600.634521
	Iteration 96Q: 3 clusters Score -5914260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -5914260.500000 Penalty: 3600.634521
	Iteration 97Q: 3 clusters Score -5914260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -5914263.500000 Penalty: 3600.634521
	Iteration 98Q: 3 clusters Score -5914264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -5914264.000000 Penalty: 3600.634521
	Iteration 99Q: 3 clusters Score -5914264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -5914272.500000 Penalty: 3600.634521
	Iteration 100F: 3 clusters Score -5914272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -5914269.500000 Penalty: 3600.634521
	Iteration 101Q: 3 clusters Score -5914270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -5914264.500000 Penalty: 3600.634521
	Iteration 102Q: 3 clusters Score -5914264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -5914264.500000 Penalty: 3600.634521
	Iteration 103Q: 3 clusters Score -5914264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -5914262.000000 Penalty: 3600.634521
	Iteration 104Q: 3 clusters Score -5914262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -5914261.000000 Penalty: 3600.634521
	Iteration 105Q: 3 clusters Score -5914261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 62605 members 
Entering Unmasked Estep 
Score: -5914262.500000 Penalty: 3600.634521
	Iteration 106Q: 3 clusters Score -5914262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -5914262.500000 Penalty: 3600.634521
	Iteration 107Q: 3 clusters Score -5914262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -5914262.500000 Penalty: 3600.634521
	Iteration 108F: 3 clusters Score -5914262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Entering Unmasked Estep 
Score: -611164.812500 Penalty: 1433.339722
	Iteration 0F: 2 clusters Score -611164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -606019.562500 Penalty: 2866.679443
	Iteration 0F: 3 clusters Score -606019.6 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -607599.812500 Penalty: 2866.679443
	Iteration 1F: 3 clusters Score -607599.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -607817.562500 Penalty: 2866.679443
	Iteration 2F: 3 clusters Score -607817.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -607985.250000 Penalty: 2866.679443
	Iteration 3Q: 3 clusters Score -607985.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -608121.500000 Penalty: 2866.679443
	Iteration 4Q: 3 clusters Score -608121.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -608248.687500 Penalty: 2866.679443
	Iteration 5Q: 3 clusters Score -608248.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -608372.562500 Penalty: 2866.679443
	Iteration 6Q: 3 clusters Score -608372.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -608496.062500 Penalty: 2866.679443
	Iteration 7Q: 3 clusters Score -608496.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -608658.062500 Penalty: 2866.679443
	Iteration 8Q: 3 clusters Score -608658.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -608836.562500 Penalty: 2866.679443
	Iteration 9Q: 3 clusters Score -608836.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -609036.125000 Penalty: 2866.679443
	Iteration 10Q: 3 clusters Score -609036.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -609233.375000 Penalty: 2866.679443
	Iteration 11Q: 3 clusters Score -609233.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -609421.125000 Penalty: 2866.679443
	Iteration 12Q: 3 clusters Score -609421.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -609561.875000 Penalty: 2866.679443
	Iteration 13Q: 3 clusters Score -609561.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -609669.437500 Penalty: 2866.679443
	Iteration 14Q: 3 clusters Score -609669.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -609752.250000 Penalty: 2866.679443
	Iteration 15Q: 3 clusters Score -609752.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -609809.437500 Penalty: 2866.679443
	Iteration 16Q: 3 clusters Score -609809.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -609835.062500 Penalty: 2866.679443
	Iteration 17Q: 3 clusters Score -609835.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -609856.000000 Penalty: 2866.679443
	Iteration 18Q: 3 clusters Score -609856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -609863.125000 Penalty: 2866.679443
	Iteration 19Q: 3 clusters Score -609863.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -609868.812500 Penalty: 2866.679443
	Iteration 20F: 3 clusters Score -609868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -609874.125000 Penalty: 2866.679443
	Iteration 21Q: 3 clusters Score -609874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -609875.875000 Penalty: 2866.679443
	Iteration 22Q: 3 clusters Score -609875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -609882.062500 Penalty: 2866.679443
	Iteration 23Q: 3 clusters Score -609882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -609889.062500 Penalty: 2866.679443
	Iteration 24Q: 3 clusters Score -609889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -609898.437500 Penalty: 2866.679443
	Iteration 25Q: 3 clusters Score -609898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -609906.250000 Penalty: 2866.679443
	Iteration 26Q: 3 clusters Score -609906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -609913.437500 Penalty: 2866.679443
	Iteration 27Q: 3 clusters Score -609913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -609920.750000 Penalty: 2866.679443
	Iteration 28Q: 3 clusters Score -609920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -609923.687500 Penalty: 2866.679443
	Iteration 29Q: 3 clusters Score -609923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -609928.000000 Penalty: 2866.679443
	Iteration 30Q: 3 clusters Score -609928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -609932.812500 Penalty: 2866.679443
	Iteration 31Q: 3 clusters Score -609932.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -609936.812500 Penalty: 2866.679443
	Iteration 32Q: 3 clusters Score -609936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -609937.937500 Penalty: 2866.679443
	Iteration 33Q: 3 clusters Score -609937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -609938.312500 Penalty: 2866.679443
	Iteration 34Q: 3 clusters Score -609938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -609939.750000 Penalty: 2866.679443
	Iteration 35Q: 3 clusters Score -609939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -609939.750000 Penalty: 2866.679443
	Iteration 36F: 3 clusters Score -609939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (223111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223111 members 
Entering Unmasked Estep 
Score: -20017016.000000 Penalty: 2001.256592
	Iteration 0F: 2 clusters Score -2.001702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -19872180.000000 Penalty: 4002.513184
	Iteration 0F: 3 clusters Score -1.987218e+07 nChanged 108227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122677 members 
Mstep: Class 2 contains 100434 members 
Entering Unmasked Estep 
Score: -19937378.000000 Penalty: 4002.513184
	Iteration 1F: 3 clusters Score -1.993738e+07 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129285 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -19940274.000000 Penalty: 4002.513184
	Iteration 2Q: 3 clusters Score -1.994027e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139333 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -19945440.000000 Penalty: 4002.513184
	Iteration 3Q: 3 clusters Score -1.994544e+07 nChanged 14708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -19954684.000000 Penalty: 4002.513184
	Iteration 4F: 3 clusters Score -1.995468e+07 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -19968782.000000 Penalty: 4002.513184
	Iteration 5F: 3 clusters Score -1.996878e+07 nChanged 19903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191784 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -19986334.000000 Penalty: 4002.513184
	Iteration 6F: 3 clusters Score -1.998633e+07 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207886 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -20001344.000000 Penalty: 4002.513184
	Iteration 7F: 3 clusters Score -2.000134e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216919 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -20009722.000000 Penalty: 4002.513184
	Iteration 8Q: 3 clusters Score -2.000972e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220617 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -20013090.000000 Penalty: 4002.513184
	Iteration 9Q: 3 clusters Score -2.001309e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222003 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -20014336.000000 Penalty: 4002.513184
	Iteration 10Q: 3 clusters Score -2.001434e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222469 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -20014756.000000 Penalty: 4002.513184
	Iteration 11Q: 3 clusters Score -2.001476e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222655 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20014970.000000 Penalty: 4002.513184
	Iteration 12Q: 3 clusters Score -2.001497e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222734 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20015054.000000 Penalty: 4002.513184
	Iteration 13Q: 3 clusters Score -2.001505e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222766 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20015118.000000 Penalty: 4002.513184
	Iteration 14Q: 3 clusters Score -2.001512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222790 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20015158.000000 Penalty: 4002.513184
	Iteration 15Q: 3 clusters Score -2.001516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222802 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20015168.000000 Penalty: 4002.513184
	Iteration 16Q: 3 clusters Score -2.001517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222806 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20015172.000000 Penalty: 4002.513184
	Iteration 17Q: 3 clusters Score -2.001517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222810 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20015176.000000 Penalty: 4002.513184
	Iteration 18Q: 3 clusters Score -2.001518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222811 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20015170.000000 Penalty: 4002.513184
	Iteration 19Q: 3 clusters Score -2.001517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222812 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -20015168.000000 Penalty: 4002.513184
	Iteration 20F: 3 clusters Score -2.001517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222813 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20015186.000000 Penalty: 4002.513184
	Iteration 21Q: 3 clusters Score -2.001519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222813 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -20015188.000000 Penalty: 4002.513184
	Iteration 22Q: 3 clusters Score -2.001519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222815 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20015186.000000 Penalty: 4002.513184
	Iteration 23Q: 3 clusters Score -2.001519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222816 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20015188.000000 Penalty: 4002.513184
	Iteration 24Q: 3 clusters Score -2.001519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222817 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20015182.000000 Penalty: 4002.513184
	Iteration 25Q: 3 clusters Score -2.001518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222817 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20015182.000000 Penalty: 4002.513184
	Iteration 26F: 3 clusters Score -2.001518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Entering Unmasked Estep 
Score: -874576.437500 Penalty: 1494.273804
	Iteration 0F: 2 clusters Score -874576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -867464.812500 Penalty: 2988.547607
	Iteration 0F: 3 clusters Score -867464.8 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -869700.562500 Penalty: 2988.547607
	Iteration 1F: 3 clusters Score -869700.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -869897.875000 Penalty: 2988.547607
	Iteration 2F: 3 clusters Score -869897.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -870043.250000 Penalty: 2988.547607
	Iteration 3Q: 3 clusters Score -870043.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -870147.125000 Penalty: 2988.547607
	Iteration 4Q: 3 clusters Score -870147.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -870239.250000 Penalty: 2988.547607
	Iteration 5Q: 3 clusters Score -870239.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -870327.812500 Penalty: 2988.547607
	Iteration 6Q: 3 clusters Score -870327.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -870416.312500 Penalty: 2988.547607
	Iteration 7Q: 3 clusters Score -870416.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -870502.875000 Penalty: 2988.547607
	Iteration 8Q: 3 clusters Score -870502.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -870581.062500 Penalty: 2988.547607
	Iteration 9Q: 3 clusters Score -870581.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -870660.062500 Penalty: 2988.547607
	Iteration 10Q: 3 clusters Score -870660.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -870751.625000 Penalty: 2988.547607
	Iteration 11Q: 3 clusters Score -870751.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -870856.750000 Penalty: 2988.547607
	Iteration 12Q: 3 clusters Score -870856.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -870975.125000 Penalty: 2988.547607
	Iteration 13Q: 3 clusters Score -870975.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -871139.187500 Penalty: 2988.547607
	Iteration 14Q: 3 clusters Score -871139.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -871378.625000 Penalty: 2988.547607
	Iteration 15Q: 3 clusters Score -871378.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -871661.437500 Penalty: 2988.547607
	Iteration 16Q: 3 clusters Score -871661.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -871985.000000 Penalty: 2988.547607
	Iteration 17Q: 3 clusters Score -871985 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -872322.375000 Penalty: 2988.547607
	Iteration 18Q: 3 clusters Score -872322.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -872614.125000 Penalty: 2988.547607
	Iteration 19Q: 3 clusters Score -872614.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -872820.250000 Penalty: 2988.547607
	Iteration 20F: 3 clusters Score -872820.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -872960.562500 Penalty: 2988.547607
	Iteration 21Q: 3 clusters Score -872960.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -873056.625000 Penalty: 2988.547607
	Iteration 22Q: 3 clusters Score -873056.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -873126.625000 Penalty: 2988.547607
	Iteration 23Q: 3 clusters Score -873126.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -873164.375000 Penalty: 2988.547607
	Iteration 24Q: 3 clusters Score -873164.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -873190.812500 Penalty: 2988.547607
	Iteration 25Q: 3 clusters Score -873190.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -873210.062500 Penalty: 2988.547607
	Iteration 26Q: 3 clusters Score -873210.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -873224.437500 Penalty: 2988.547607
	Iteration 27Q: 3 clusters Score -873224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -873240.500000 Penalty: 2988.547607
	Iteration 28Q: 3 clusters Score -873240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -873251.687500 Penalty: 2988.547607
	Iteration 29Q: 3 clusters Score -873251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -873260.812500 Penalty: 2988.547607
	Iteration 30Q: 3 clusters Score -873260.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -873269.250000 Penalty: 2988.547607
	Iteration 31Q: 3 clusters Score -873269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -873278.875000 Penalty: 2988.547607
	Iteration 32Q: 3 clusters Score -873278.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -873291.375000 Penalty: 2988.547607
	Iteration 33Q: 3 clusters Score -873291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -873300.750000 Penalty: 2988.547607
	Iteration 34Q: 3 clusters Score -873300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -873304.062500 Penalty: 2988.547607
	Iteration 35Q: 3 clusters Score -873304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -873305.000000 Penalty: 2988.547607
	Iteration 36Q: 3 clusters Score -873305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -873306.375000 Penalty: 2988.547607
	Iteration 37Q: 3 clusters Score -873306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -873307.500000 Penalty: 2988.547607
	Iteration 38Q: 3 clusters Score -873307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -873307.937500 Penalty: 2988.547607
	Iteration 39Q: 3 clusters Score -873307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -873307.937500 Penalty: 2988.547607
	Iteration 40F: 3 clusters Score -873307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Entering Unmasked Estep 
Score: -1620877.125000 Penalty: 1592.610352
	Iteration 0F: 2 clusters Score -1620877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1608557.750000 Penalty: 3185.220703
	Iteration 0F: 3 clusters Score -1608558 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1612837.000000 Penalty: 3185.220703
	Iteration 1F: 3 clusters Score -1612837 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1613092.500000 Penalty: 3185.220703
	Iteration 2Q: 3 clusters Score -1613092 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1613308.875000 Penalty: 3185.220703
	Iteration 3Q: 3 clusters Score -1613309 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1613482.875000 Penalty: 3185.220703
	Iteration 4Q: 3 clusters Score -1613483 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1613662.625000 Penalty: 3185.220703
	Iteration 5Q: 3 clusters Score -1613663 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1613876.500000 Penalty: 3185.220703
	Iteration 6Q: 3 clusters Score -1613876 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1614098.375000 Penalty: 3185.220703
	Iteration 7Q: 3 clusters Score -1614098 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1614342.875000 Penalty: 3185.220703
	Iteration 8Q: 3 clusters Score -1614343 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1614634.625000 Penalty: 3185.220703
	Iteration 9Q: 3 clusters Score -1614635 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1615003.250000 Penalty: 3185.220703
	Iteration 10Q: 3 clusters Score -1615003 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1615464.000000 Penalty: 3185.220703
	Iteration 11Q: 3 clusters Score -1615464 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1615966.625000 Penalty: 3185.220703
	Iteration 12Q: 3 clusters Score -1615967 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1616433.000000 Penalty: 3185.220703
	Iteration 13Q: 3 clusters Score -1616433 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1616786.625000 Penalty: 3185.220703
	Iteration 14Q: 3 clusters Score -1616787 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1617043.125000 Penalty: 3185.220703
	Iteration 15Q: 3 clusters Score -1617043 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1617220.375000 Penalty: 3185.220703
	Iteration 16Q: 3 clusters Score -1617220 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1617353.625000 Penalty: 3185.220703
	Iteration 17Q: 3 clusters Score -1617354 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1617434.750000 Penalty: 3185.220703
	Iteration 18Q: 3 clusters Score -1617435 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1617493.375000 Penalty: 3185.220703
	Iteration 19Q: 3 clusters Score -1617493 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1617563.250000 Penalty: 3185.220703
	Iteration 20F: 3 clusters Score -1617563 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1617631.125000 Penalty: 3185.220703
	Iteration 21Q: 3 clusters Score -1617631 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1617708.875000 Penalty: 3185.220703
	Iteration 22Q: 3 clusters Score -1617709 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1617787.125000 Penalty: 3185.220703
	Iteration 23Q: 3 clusters Score -1617787 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1617879.750000 Penalty: 3185.220703
	Iteration 24Q: 3 clusters Score -1617880 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1617991.875000 Penalty: 3185.220703
	Iteration 25Q: 3 clusters Score -1617992 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1618103.375000 Penalty: 3185.220703
	Iteration 26Q: 3 clusters Score -1618103 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1618235.750000 Penalty: 3185.220703
	Iteration 27Q: 3 clusters Score -1618236 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1618395.750000 Penalty: 3185.220703
	Iteration 28Q: 3 clusters Score -1618396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1618587.000000 Penalty: 3185.220703
	Iteration 29Q: 3 clusters Score -1618587 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1618771.125000 Penalty: 3185.220703
	Iteration 30Q: 3 clusters Score -1618771 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1618925.750000 Penalty: 3185.220703
	Iteration 31Q: 3 clusters Score -1618926 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1619086.875000 Penalty: 3185.220703
	Iteration 32Q: 3 clusters Score -1619087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1619204.250000 Penalty: 3185.220703
	Iteration 33Q: 3 clusters Score -1619204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1619301.625000 Penalty: 3185.220703
	Iteration 34Q: 3 clusters Score -1619302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1619375.125000 Penalty: 3185.220703
	Iteration 35Q: 3 clusters Score -1619375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1619432.625000 Penalty: 3185.220703
	Iteration 36Q: 3 clusters Score -1619433 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1619487.125000 Penalty: 3185.220703
	Iteration 37Q: 3 clusters Score -1619487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1619523.375000 Penalty: 3185.220703
	Iteration 38Q: 3 clusters Score -1619523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1619556.375000 Penalty: 3185.220703
	Iteration 39Q: 3 clusters Score -1619556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1619586.625000 Penalty: 3185.220703
	Iteration 40F: 3 clusters Score -1619587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1619613.375000 Penalty: 3185.220703
	Iteration 41Q: 3 clusters Score -1619613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1619635.000000 Penalty: 3185.220703
	Iteration 42Q: 3 clusters Score -1619635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1619663.750000 Penalty: 3185.220703
	Iteration 43Q: 3 clusters Score -1619664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1619682.875000 Penalty: 3185.220703
	Iteration 44Q: 3 clusters Score -1619683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1619702.375000 Penalty: 3185.220703
	Iteration 45Q: 3 clusters Score -1619702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1619713.125000 Penalty: 3185.220703
	Iteration 46Q: 3 clusters Score -1619713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1619722.000000 Penalty: 3185.220703
	Iteration 47Q: 3 clusters Score -1619722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1619728.875000 Penalty: 3185.220703
	Iteration 48Q: 3 clusters Score -1619729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1619732.250000 Penalty: 3185.220703
	Iteration 49Q: 3 clusters Score -1619732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1619735.000000 Penalty: 3185.220703
	Iteration 50Q: 3 clusters Score -1619735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1619738.000000 Penalty: 3185.220703
	Iteration 51Q: 3 clusters Score -1619738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1619740.125000 Penalty: 3185.220703
	Iteration 52Q: 3 clusters Score -1619740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1619739.750000 Penalty: 3185.220703
	Iteration 53Q: 3 clusters Score -1619740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1619739.625000 Penalty: 3185.220703
	Iteration 54Q: 3 clusters Score -1619740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1619739.625000 Penalty: 3185.220703
	Iteration 55F: 3 clusters Score -1619740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -165953.343750 Penalty: 1234.413696
	Iteration 0F: 2 clusters Score -165953.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -163819.281250 Penalty: 2468.827393
	Iteration 0F: 3 clusters Score -163819.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -164289.484375 Penalty: 2468.827393
	Iteration 1F: 3 clusters Score -164289.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -164432.265625 Penalty: 2468.827393
	Iteration 2F: 3 clusters Score -164432.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -164517.781250 Penalty: 2468.827393
	Iteration 3F: 3 clusters Score -164517.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -164576.078125 Penalty: 2468.827393
	Iteration 4Q: 3 clusters Score -164576.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -164617.953125 Penalty: 2468.827393
	Iteration 5Q: 3 clusters Score -164618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164656.406250 Penalty: 2468.827393
	Iteration 6Q: 3 clusters Score -164656.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164686.828125 Penalty: 2468.827393
	Iteration 7Q: 3 clusters Score -164686.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -164715.906250 Penalty: 2468.827393
	Iteration 8Q: 3 clusters Score -164715.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164749.453125 Penalty: 2468.827393
	Iteration 9Q: 3 clusters Score -164749.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164796.234375 Penalty: 2468.827393
	Iteration 10Q: 3 clusters Score -164796.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -164850.546875 Penalty: 2468.827393
	Iteration 11Q: 3 clusters Score -164850.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -164897.109375 Penalty: 2468.827393
	Iteration 12Q: 3 clusters Score -164897.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -164946.390625 Penalty: 2468.827393
	Iteration 13Q: 3 clusters Score -164946.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -164998.031250 Penalty: 2468.827393
	Iteration 14Q: 3 clusters Score -164998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -165071.609375 Penalty: 2468.827393
	Iteration 15Q: 3 clusters Score -165071.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -165121.671875 Penalty: 2468.827393
	Iteration 16Q: 3 clusters Score -165121.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165164.968750 Penalty: 2468.827393
	Iteration 17Q: 3 clusters Score -165165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -165199.656250 Penalty: 2468.827393
	Iteration 18Q: 3 clusters Score -165199.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165226.140625 Penalty: 2468.827393
	Iteration 19Q: 3 clusters Score -165226.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165240.171875 Penalty: 2468.827393
	Iteration 20F: 3 clusters Score -165240.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -165250.296875 Penalty: 2468.827393
	Iteration 21Q: 3 clusters Score -165250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -165254.937500 Penalty: 2468.827393
	Iteration 22Q: 3 clusters Score -165254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165256.203125 Penalty: 2468.827393
	Iteration 23Q: 3 clusters Score -165256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165256.203125 Penalty: 2468.827393
	Iteration 24F: 3 clusters Score -165256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Entering Unmasked Estep 
Score: -1153264.500000 Penalty: 1539.202026
	Iteration 0F: 2 clusters Score -1153264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1144185.500000 Penalty: 3078.404053
	Iteration 0F: 3 clusters Score -1144186 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1147395.000000 Penalty: 3078.404053
	Iteration 1F: 3 clusters Score -1147395 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1147694.250000 Penalty: 3078.404053
	Iteration 2F: 3 clusters Score -1147694 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1148028.250000 Penalty: 3078.404053
	Iteration 3F: 3 clusters Score -1148028 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1148403.625000 Penalty: 3078.404053
	Iteration 4F: 3 clusters Score -1148404 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1148924.625000 Penalty: 3078.404053
	Iteration 5F: 3 clusters Score -1148925 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1149610.625000 Penalty: 3078.404053
	Iteration 6F: 3 clusters Score -1149611 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1150305.625000 Penalty: 3078.404053
	Iteration 7F: 3 clusters Score -1150306 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1150847.500000 Penalty: 3078.404053
	Iteration 8Q: 3 clusters Score -1150848 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1151189.500000 Penalty: 3078.404053
	Iteration 9Q: 3 clusters Score -1151190 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1151447.750000 Penalty: 3078.404053
	Iteration 10Q: 3 clusters Score -1151448 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1151578.625000 Penalty: 3078.404053
	Iteration 11Q: 3 clusters Score -1151579 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1151644.500000 Penalty: 3078.404053
	Iteration 12Q: 3 clusters Score -1151644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1151684.000000 Penalty: 3078.404053
	Iteration 13Q: 3 clusters Score -1151684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1151712.000000 Penalty: 3078.404053
	Iteration 14Q: 3 clusters Score -1151712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1151740.500000 Penalty: 3078.404053
	Iteration 15Q: 3 clusters Score -1151740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1151766.375000 Penalty: 3078.404053
	Iteration 16Q: 3 clusters Score -1151766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1151783.250000 Penalty: 3078.404053
	Iteration 17Q: 3 clusters Score -1151783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1151793.125000 Penalty: 3078.404053
	Iteration 18Q: 3 clusters Score -1151793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1151802.625000 Penalty: 3078.404053
	Iteration 19Q: 3 clusters Score -1151803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1151810.125000 Penalty: 3078.404053
	Iteration 20F: 3 clusters Score -1151810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1151814.375000 Penalty: 3078.404053
	Iteration 21Q: 3 clusters Score -1151814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1151821.625000 Penalty: 3078.404053
	Iteration 22Q: 3 clusters Score -1151822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1151829.000000 Penalty: 3078.404053
	Iteration 23Q: 3 clusters Score -1151829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1151831.000000 Penalty: 3078.404053
	Iteration 24Q: 3 clusters Score -1151831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1151835.625000 Penalty: 3078.404053
	Iteration 25Q: 3 clusters Score -1151836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1151837.000000 Penalty: 3078.404053
	Iteration 26Q: 3 clusters Score -1151837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1151838.500000 Penalty: 3078.404053
	Iteration 27Q: 3 clusters Score -1151838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1151840.750000 Penalty: 3078.404053
	Iteration 28Q: 3 clusters Score -1151841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1151843.250000 Penalty: 3078.404053
	Iteration 29Q: 3 clusters Score -1151843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1151843.625000 Penalty: 3078.404053
	Iteration 30Q: 3 clusters Score -1151844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1151845.750000 Penalty: 3078.404053
	Iteration 31Q: 3 clusters Score -1151846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1151848.125000 Penalty: 3078.404053
	Iteration 32Q: 3 clusters Score -1151848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1151850.750000 Penalty: 3078.404053
	Iteration 33Q: 3 clusters Score -1151851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1151853.375000 Penalty: 3078.404053
	Iteration 34Q: 3 clusters Score -1151853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1151856.125000 Penalty: 3078.404053
	Iteration 35Q: 3 clusters Score -1151856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1151854.875000 Penalty: 3078.404053
	Iteration 36Q: 3 clusters Score -1151855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1151855.250000 Penalty: 3078.404053
	Iteration 37Q: 3 clusters Score -1151855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1151859.000000 Penalty: 3078.404053
	Iteration 38Q: 3 clusters Score -1151859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1151863.250000 Penalty: 3078.404053
	Iteration 39Q: 3 clusters Score -1151863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1151867.000000 Penalty: 3078.404053
	Iteration 40F: 3 clusters Score -1151867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1151870.750000 Penalty: 3078.404053
	Iteration 41Q: 3 clusters Score -1151871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1151871.625000 Penalty: 3078.404053
	Iteration 42Q: 3 clusters Score -1151872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1151872.250000 Penalty: 3078.404053
	Iteration 43Q: 3 clusters Score -1151872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1151873.375000 Penalty: 3078.404053
	Iteration 44Q: 3 clusters Score -1151873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1151874.125000 Penalty: 3078.404053
	Iteration 45Q: 3 clusters Score -1151874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1151874.625000 Penalty: 3078.404053
	Iteration 46Q: 3 clusters Score -1151875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1151875.375000 Penalty: 3078.404053
	Iteration 47Q: 3 clusters Score -1151875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1151877.875000 Penalty: 3078.404053
	Iteration 48Q: 3 clusters Score -1151878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1151877.375000 Penalty: 3078.404053
	Iteration 49Q: 3 clusters Score -1151877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1151876.375000 Penalty: 3078.404053
	Iteration 50Q: 3 clusters Score -1151876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1151882.625000 Penalty: 3078.404053
	Iteration 51Q: 3 clusters Score -1151883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1151890.000000 Penalty: 3078.404053
	Iteration 52Q: 3 clusters Score -1151890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1151897.750000 Penalty: 3078.404053
	Iteration 53Q: 3 clusters Score -1151898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1151902.125000 Penalty: 3078.404053
	Iteration 54Q: 3 clusters Score -1151902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1151907.625000 Penalty: 3078.404053
	Iteration 55Q: 3 clusters Score -1151908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1151910.875000 Penalty: 3078.404053
	Iteration 56Q: 3 clusters Score -1151911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1151912.875000 Penalty: 3078.404053
	Iteration 57Q: 3 clusters Score -1151913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1151917.375000 Penalty: 3078.404053
	Iteration 58Q: 3 clusters Score -1151917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1151920.000000 Penalty: 3078.404053
	Iteration 59Q: 3 clusters Score -1151920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1151921.375000 Penalty: 3078.404053
	Iteration 60F: 3 clusters Score -1151921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1151924.500000 Penalty: 3078.404053
	Iteration 61Q: 3 clusters Score -1151924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1151926.000000 Penalty: 3078.404053
	Iteration 62Q: 3 clusters Score -1151926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1151929.250000 Penalty: 3078.404053
	Iteration 63Q: 3 clusters Score -1151929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1151932.875000 Penalty: 3078.404053
	Iteration 64Q: 3 clusters Score -1151933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1151936.250000 Penalty: 3078.404053
	Iteration 65Q: 3 clusters Score -1151936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1151940.250000 Penalty: 3078.404053
	Iteration 66Q: 3 clusters Score -1151940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1151942.875000 Penalty: 3078.404053
	Iteration 67Q: 3 clusters Score -1151943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1151951.250000 Penalty: 3078.404053
	Iteration 68Q: 3 clusters Score -1151951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1151956.000000 Penalty: 3078.404053
	Iteration 69Q: 3 clusters Score -1151956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1151960.625000 Penalty: 3078.404053
	Iteration 70Q: 3 clusters Score -1151961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1151963.500000 Penalty: 3078.404053
	Iteration 71Q: 3 clusters Score -1151964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1151964.625000 Penalty: 3078.404053
	Iteration 72Q: 3 clusters Score -1151965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1151973.500000 Penalty: 3078.404053
	Iteration 73Q: 3 clusters Score -1151974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1151976.250000 Penalty: 3078.404053
	Iteration 74Q: 3 clusters Score -1151976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1151978.625000 Penalty: 3078.404053
	Iteration 75Q: 3 clusters Score -1151979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1151983.375000 Penalty: 3078.404053
	Iteration 76Q: 3 clusters Score -1151983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1151985.625000 Penalty: 3078.404053
	Iteration 77Q: 3 clusters Score -1151986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1151985.500000 Penalty: 3078.404053
	Iteration 78Q: 3 clusters Score -1151986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1151984.750000 Penalty: 3078.404053
	Iteration 79Q: 3 clusters Score -1151985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1151986.500000 Penalty: 3078.404053
	Iteration 80F: 3 clusters Score -1151986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1151987.125000 Penalty: 3078.404053
	Iteration 81Q: 3 clusters Score -1151987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1151989.000000 Penalty: 3078.404053
	Iteration 82Q: 3 clusters Score -1151989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1151989.000000 Penalty: 3078.404053
	Iteration 83F: 3 clusters Score -1151989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -185810.546875 Penalty: 1238.444214
	Iteration 0F: 2 clusters Score -185810.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -183690.781250 Penalty: 2476.888428
	Iteration 0F: 3 clusters Score -183690.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -184120.484375 Penalty: 2476.888428
	Iteration 1F: 3 clusters Score -184120.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -184200.546875 Penalty: 2476.888428
	Iteration 2F: 3 clusters Score -184200.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -184233.703125 Penalty: 2476.888428
	Iteration 3Q: 3 clusters Score -184233.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -184257.343750 Penalty: 2476.888428
	Iteration 4Q: 3 clusters Score -184257.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -184275.937500 Penalty: 2476.888428
	Iteration 5Q: 3 clusters Score -184275.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -184289.625000 Penalty: 2476.888428
	Iteration 6Q: 3 clusters Score -184289.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -184298.375000 Penalty: 2476.888428
	Iteration 7Q: 3 clusters Score -184298.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -184306.531250 Penalty: 2476.888428
	Iteration 8Q: 3 clusters Score -184306.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -184315.703125 Penalty: 2476.888428
	Iteration 9Q: 3 clusters Score -184315.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -184324.312500 Penalty: 2476.888428
	Iteration 10Q: 3 clusters Score -184324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184332.328125 Penalty: 2476.888428
	Iteration 11Q: 3 clusters Score -184332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -184336.656250 Penalty: 2476.888428
	Iteration 12Q: 3 clusters Score -184336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -184338.046875 Penalty: 2476.888428
	Iteration 13Q: 3 clusters Score -184338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -184338.875000 Penalty: 2476.888428
	Iteration 14Q: 3 clusters Score -184338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -184339.421875 Penalty: 2476.888428
	Iteration 15Q: 3 clusters Score -184339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -184339.875000 Penalty: 2476.888428
	Iteration 16Q: 3 clusters Score -184339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184340.593750 Penalty: 2476.888428
	Iteration 17Q: 3 clusters Score -184340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -184341.484375 Penalty: 2476.888428
	Iteration 18Q: 3 clusters Score -184341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -184343.921875 Penalty: 2476.888428
	Iteration 19Q: 3 clusters Score -184343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -184348.515625 Penalty: 2476.888428
	Iteration 20F: 3 clusters Score -184348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -184353.984375 Penalty: 2476.888428
	Iteration 21Q: 3 clusters Score -184354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184360.312500 Penalty: 2476.888428
	Iteration 22Q: 3 clusters Score -184360.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184367.453125 Penalty: 2476.888428
	Iteration 23Q: 3 clusters Score -184367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -184373.000000 Penalty: 2476.888428
	Iteration 24Q: 3 clusters Score -184373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -184378.609375 Penalty: 2476.888428
	Iteration 25Q: 3 clusters Score -184378.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -184383.968750 Penalty: 2476.888428
	Iteration 26Q: 3 clusters Score -184384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -184389.796875 Penalty: 2476.888428
	Iteration 27Q: 3 clusters Score -184389.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -184398.000000 Penalty: 2476.888428
	Iteration 28Q: 3 clusters Score -184398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -184401.734375 Penalty: 2476.888428
	Iteration 29Q: 3 clusters Score -184401.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -184405.046875 Penalty: 2476.888428
	Iteration 30Q: 3 clusters Score -184405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -184407.859375 Penalty: 2476.888428
	Iteration 31Q: 3 clusters Score -184407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -184409.062500 Penalty: 2476.888428
	Iteration 32Q: 3 clusters Score -184409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -184410.500000 Penalty: 2476.888428
	Iteration 33Q: 3 clusters Score -184410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -184411.890625 Penalty: 2476.888428
	Iteration 34Q: 3 clusters Score -184411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -184411.890625 Penalty: 2476.888428
	Iteration 35F: 3 clusters Score -184411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Entering Unmasked Estep 
Score: -12398933.000000 Penalty: 1929.284668
	Iteration 0F: 2 clusters Score -1.239893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -12302525.000000 Penalty: 3858.569336
	Iteration 0F: 3 clusters Score -1.230252e+07 nChanged 68917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -12343579.000000 Penalty: 3858.569336
	Iteration 1F: 3 clusters Score -1.234358e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -12344720.000000 Penalty: 3858.569336
	Iteration 2Q: 3 clusters Score -1.234472e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -12346213.000000 Penalty: 3858.569336
	Iteration 3Q: 3 clusters Score -1.234621e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -12348144.000000 Penalty: 3858.569336
	Iteration 4Q: 3 clusters Score -1.234814e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 65916 members 
Entering Unmasked Estep 
Score: -12350817.000000 Penalty: 3858.569336
	Iteration 5Q: 3 clusters Score -1.235082e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -12354337.000000 Penalty: 3858.569336
	Iteration 6Q: 3 clusters Score -1.235434e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -12359209.000000 Penalty: 3858.569336
	Iteration 7F: 3 clusters Score -1.235921e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -12365075.000000 Penalty: 3858.569336
	Iteration 8F: 3 clusters Score -1.236508e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 55941 members 
Entering Unmasked Estep 
Score: -12370351.000000 Penalty: 3858.569336
	Iteration 9F: 3 clusters Score -1.237035e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -12373423.000000 Penalty: 3858.569336
	Iteration 10Q: 3 clusters Score -1.237342e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90769 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -12375037.000000 Penalty: 3858.569336
	Iteration 11Q: 3 clusters Score -1.237504e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92552 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -12376038.000000 Penalty: 3858.569336
	Iteration 12Q: 3 clusters Score -1.237604e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -12377029.000000 Penalty: 3858.569336
	Iteration 13Q: 3 clusters Score -1.237703e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -12378248.000000 Penalty: 3858.569336
	Iteration 14Q: 3 clusters Score -1.237825e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -12379777.000000 Penalty: 3858.569336
	Iteration 15Q: 3 clusters Score -1.237978e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99887 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -12381564.000000 Penalty: 3858.569336
	Iteration 16Q: 3 clusters Score -1.238156e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -12383527.000000 Penalty: 3858.569336
	Iteration 17Q: 3 clusters Score -1.238353e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -12385294.000000 Penalty: 3858.569336
	Iteration 18Q: 3 clusters Score -1.238529e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -12386670.000000 Penalty: 3858.569336
	Iteration 19Q: 3 clusters Score -1.238667e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -12387618.000000 Penalty: 3858.569336
	Iteration 20F: 3 clusters Score -1.238762e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -12388503.000000 Penalty: 3858.569336
	Iteration 21Q: 3 clusters Score -1.23885e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -12389151.000000 Penalty: 3858.569336
	Iteration 22Q: 3 clusters Score -1.238915e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -12389573.000000 Penalty: 3858.569336
	Iteration 23Q: 3 clusters Score -1.238957e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -12389977.000000 Penalty: 3858.569336
	Iteration 24Q: 3 clusters Score -1.238998e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102428 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -12390306.000000 Penalty: 3858.569336
	Iteration 25Q: 3 clusters Score -1.239031e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -12390557.000000 Penalty: 3858.569336
	Iteration 26Q: 3 clusters Score -1.239056e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -12390771.000000 Penalty: 3858.569336
	Iteration 27Q: 3 clusters Score -1.239077e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100787 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -12390895.000000 Penalty: 3858.569336
	Iteration 28Q: 3 clusters Score -1.23909e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100235 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -12390957.000000 Penalty: 3858.569336
	Iteration 29Q: 3 clusters Score -1.239096e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -12391033.000000 Penalty: 3858.569336
	Iteration 30Q: 3 clusters Score -1.239103e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -12391011.000000 Penalty: 3858.569336
	Iteration 31Q: 3 clusters Score -1.239101e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -12390990.000000 Penalty: 3858.569336
	Iteration 32Q: 3 clusters Score -1.239099e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98493 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -12391004.000000 Penalty: 3858.569336
	Iteration 33Q: 3 clusters Score -1.2391e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -12391054.000000 Penalty: 3858.569336
	Iteration 34Q: 3 clusters Score -1.239105e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -12391032.000000 Penalty: 3858.569336
	Iteration 35Q: 3 clusters Score -1.239103e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -12391070.000000 Penalty: 3858.569336
	Iteration 36Q: 3 clusters Score -1.239107e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -12391102.000000 Penalty: 3858.569336
	Iteration 37Q: 3 clusters Score -1.23911e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -12391112.000000 Penalty: 3858.569336
	Iteration 38Q: 3 clusters Score -1.239111e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -12391140.000000 Penalty: 3858.569336
	Iteration 39Q: 3 clusters Score -1.239114e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96171 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -12391128.000000 Penalty: 3858.569336
	Iteration 40F: 3 clusters Score -1.239113e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -12391144.000000 Penalty: 3858.569336
	Iteration 41Q: 3 clusters Score -1.239114e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -12391174.000000 Penalty: 3858.569336
	Iteration 42Q: 3 clusters Score -1.239117e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -12391206.000000 Penalty: 3858.569336
	Iteration 43Q: 3 clusters Score -1.239121e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -12391219.000000 Penalty: 3858.569336
	Iteration 44Q: 3 clusters Score -1.239122e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -12391273.000000 Penalty: 3858.569336
	Iteration 45Q: 3 clusters Score -1.239127e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -12391294.000000 Penalty: 3858.569336
	Iteration 46Q: 3 clusters Score -1.239129e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -12391280.000000 Penalty: 3858.569336
	Iteration 47Q: 3 clusters Score -1.239128e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -12391295.000000 Penalty: 3858.569336
	Iteration 48Q: 3 clusters Score -1.23913e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -12391316.000000 Penalty: 3858.569336
	Iteration 49Q: 3 clusters Score -1.239132e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -12391370.000000 Penalty: 3858.569336
	Iteration 50Q: 3 clusters Score -1.239137e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -12391425.000000 Penalty: 3858.569336
	Iteration 51Q: 3 clusters Score -1.239142e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -12391492.000000 Penalty: 3858.569336
	Iteration 52Q: 3 clusters Score -1.239149e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -12391502.000000 Penalty: 3858.569336
	Iteration 53Q: 3 clusters Score -1.23915e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -12391534.000000 Penalty: 3858.569336
	Iteration 54Q: 3 clusters Score -1.239153e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -12391575.000000 Penalty: 3858.569336
	Iteration 55Q: 3 clusters Score -1.239158e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -12391591.000000 Penalty: 3858.569336
	Iteration 56Q: 3 clusters Score -1.239159e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90166 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -12391601.000000 Penalty: 3858.569336
	Iteration 57Q: 3 clusters Score -1.23916e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -12391657.000000 Penalty: 3858.569336
	Iteration 58Q: 3 clusters Score -1.239166e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -12391636.000000 Penalty: 3858.569336
	Iteration 59Q: 3 clusters Score -1.239164e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -12391641.000000 Penalty: 3858.569336
	Iteration 60F: 3 clusters Score -1.239164e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -12391663.000000 Penalty: 3858.569336
	Iteration 61Q: 3 clusters Score -1.239166e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -12391692.000000 Penalty: 3858.569336
	Iteration 62Q: 3 clusters Score -1.239169e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88682 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -12391705.000000 Penalty: 3858.569336
	Iteration 63Q: 3 clusters Score -1.23917e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -12391744.000000 Penalty: 3858.569336
	Iteration 64Q: 3 clusters Score -1.239174e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -12391746.000000 Penalty: 3858.569336
	Iteration 65Q: 3 clusters Score -1.239175e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -12391735.000000 Penalty: 3858.569336
	Iteration 66Q: 3 clusters Score -1.239174e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -12391733.000000 Penalty: 3858.569336
	Iteration 67Q: 3 clusters Score -1.239173e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -12391739.000000 Penalty: 3858.569336
	Iteration 68Q: 3 clusters Score -1.239174e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -12391747.000000 Penalty: 3858.569336
	Iteration 69Q: 3 clusters Score -1.239175e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -12391756.000000 Penalty: 3858.569336
	Iteration 70Q: 3 clusters Score -1.239176e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -12391754.000000 Penalty: 3858.569336
	Iteration 71Q: 3 clusters Score -1.239175e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -12391778.000000 Penalty: 3858.569336
	Iteration 72Q: 3 clusters Score -1.239178e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -12391782.000000 Penalty: 3858.569336
	Iteration 73Q: 3 clusters Score -1.239178e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -12391799.000000 Penalty: 3858.569336
	Iteration 74Q: 3 clusters Score -1.23918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -12391795.000000 Penalty: 3858.569336
	Iteration 75Q: 3 clusters Score -1.23918e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -12391784.000000 Penalty: 3858.569336
	Iteration 76Q: 3 clusters Score -1.239178e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -12391785.000000 Penalty: 3858.569336
	Iteration 77Q: 3 clusters Score -1.239178e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86827 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -12391806.000000 Penalty: 3858.569336
	Iteration 78Q: 3 clusters Score -1.239181e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -12391805.000000 Penalty: 3858.569336
	Iteration 79Q: 3 clusters Score -1.23918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -12391823.000000 Penalty: 3858.569336
	Iteration 80F: 3 clusters Score -1.239182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -12391791.000000 Penalty: 3858.569336
	Iteration 81Q: 3 clusters Score -1.239179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -12391796.000000 Penalty: 3858.569336
	Iteration 82Q: 3 clusters Score -1.23918e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -12391790.000000 Penalty: 3858.569336
	Iteration 83Q: 3 clusters Score -1.239179e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -12391801.000000 Penalty: 3858.569336
	Iteration 84Q: 3 clusters Score -1.23918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -12391806.000000 Penalty: 3858.569336
	Iteration 85Q: 3 clusters Score -1.239181e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -12391811.000000 Penalty: 3858.569336
	Iteration 86Q: 3 clusters Score -1.239181e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86360 members 
Mstep: Class 2 contains 56915 members 
Entering Unmasked Estep 
Score: -12391815.000000 Penalty: 3858.569336
	Iteration 87Q: 3 clusters Score -1.239182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -12391824.000000 Penalty: 3858.569336
	Iteration 88Q: 3 clusters Score -1.239182e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -12391822.000000 Penalty: 3858.569336
	Iteration 89Q: 3 clusters Score -1.239182e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -12391832.000000 Penalty: 3858.569336
	Iteration 90Q: 3 clusters Score -1.239183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -12391811.000000 Penalty: 3858.569336
	Iteration 91Q: 3 clusters Score -1.239181e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -12391804.000000 Penalty: 3858.569336
	Iteration 92Q: 3 clusters Score -1.23918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -12391818.000000 Penalty: 3858.569336
	Iteration 93Q: 3 clusters Score -1.239182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -12391826.000000 Penalty: 3858.569336
	Iteration 94Q: 3 clusters Score -1.239183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -12391830.000000 Penalty: 3858.569336
	Iteration 95Q: 3 clusters Score -1.239183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86111 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -12391837.000000 Penalty: 3858.569336
	Iteration 96Q: 3 clusters Score -1.239184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -12391829.000000 Penalty: 3858.569336
	Iteration 97Q: 3 clusters Score -1.239183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -12391831.000000 Penalty: 3858.569336
	Iteration 98Q: 3 clusters Score -1.239183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -12391831.000000 Penalty: 3858.569336
	Iteration 99Q: 3 clusters Score -1.239183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -12391826.000000 Penalty: 3858.569336
	Iteration 100F: 3 clusters Score -1.239183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -12391826.000000 Penalty: 3858.569336
	Iteration 101Q: 3 clusters Score -1.239183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86053 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -12391833.000000 Penalty: 3858.569336
	Iteration 102Q: 3 clusters Score -1.239183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -12391837.000000 Penalty: 3858.569336
	Iteration 103Q: 3 clusters Score -1.239184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -12391842.000000 Penalty: 3858.569336
	Iteration 104Q: 3 clusters Score -1.239184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86013 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -12391831.000000 Penalty: 3858.569336
	Iteration 105Q: 3 clusters Score -1.239183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -12391826.000000 Penalty: 3858.569336
	Iteration 106Q: 3 clusters Score -1.239183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -12391823.000000 Penalty: 3858.569336
	Iteration 107Q: 3 clusters Score -1.239182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -12391820.000000 Penalty: 3858.569336
	Iteration 108Q: 3 clusters Score -1.239182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -12391828.000000 Penalty: 3858.569336
	Iteration 109Q: 3 clusters Score -1.239183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -12391829.000000 Penalty: 3858.569336
	Iteration 110Q: 3 clusters Score -1.239183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 57310 members 
Entering Unmasked Estep 
Score: -12391832.000000 Penalty: 3858.569336
	Iteration 111Q: 3 clusters Score -1.239183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -12391827.000000 Penalty: 3858.569336
	Iteration 112Q: 3 clusters Score -1.239183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -12391834.000000 Penalty: 3858.569336
	Iteration 113Q: 3 clusters Score -1.239183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85932 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -12391826.000000 Penalty: 3858.569336
	Iteration 114Q: 3 clusters Score -1.239183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -12391827.000000 Penalty: 3858.569336
	Iteration 115Q: 3 clusters Score -1.239183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -12391825.000000 Penalty: 3858.569336
	Iteration 116Q: 3 clusters Score -1.239182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -12391833.000000 Penalty: 3858.569336
	Iteration 117Q: 3 clusters Score -1.239183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -12391832.000000 Penalty: 3858.569336
	Iteration 118Q: 3 clusters Score -1.239183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -12391829.000000 Penalty: 3858.569336
	Iteration 119Q: 3 clusters Score -1.239183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85876 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -12391825.000000 Penalty: 3858.569336
	Iteration 120F: 3 clusters Score -1.239182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -12391834.000000 Penalty: 3858.569336
	Iteration 121Q: 3 clusters Score -1.239183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -12391833.000000 Penalty: 3858.569336
	Iteration 122Q: 3 clusters Score -1.239183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -12391832.000000 Penalty: 3858.569336
	Iteration 123Q: 3 clusters Score -1.239183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -12391844.000000 Penalty: 3858.569336
	Iteration 124Q: 3 clusters Score -1.239184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -12391842.000000 Penalty: 3858.569336
	Iteration 125Q: 3 clusters Score -1.239184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -12391842.000000 Penalty: 3858.569336
	Iteration 126Q: 3 clusters Score -1.239184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -12391842.000000 Penalty: 3858.569336
	Iteration 127Q: 3 clusters Score -1.239184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -12391844.000000 Penalty: 3858.569336
	Iteration 128Q: 3 clusters Score -1.239184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -12391844.000000 Penalty: 3858.569336
	Iteration 129F: 3 clusters Score -1.239184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Entering Unmasked Estep 
Score: -454419.218750 Penalty: 1389.696899
	Iteration 0F: 2 clusters Score -454419.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -450264.781250 Penalty: 2779.393799
	Iteration 0F: 3 clusters Score -450264.8 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -451429.781250 Penalty: 2779.393799
	Iteration 1F: 3 clusters Score -451429.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -451615.625000 Penalty: 2779.393799
	Iteration 2F: 3 clusters Score -451615.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -451738.718750 Penalty: 2779.393799
	Iteration 3F: 3 clusters Score -451738.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -451842.687500 Penalty: 2779.393799
	Iteration 4Q: 3 clusters Score -451842.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -451936.187500 Penalty: 2779.393799
	Iteration 5Q: 3 clusters Score -451936.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -452043.968750 Penalty: 2779.393799
	Iteration 6Q: 3 clusters Score -452044 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -452149.343750 Penalty: 2779.393799
	Iteration 7Q: 3 clusters Score -452149.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -452263.281250 Penalty: 2779.393799
	Iteration 8Q: 3 clusters Score -452263.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -452374.093750 Penalty: 2779.393799
	Iteration 9Q: 3 clusters Score -452374.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -452481.000000 Penalty: 2779.393799
	Iteration 10Q: 3 clusters Score -452481 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -452622.187500 Penalty: 2779.393799
	Iteration 11Q: 3 clusters Score -452622.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -452774.906250 Penalty: 2779.393799
	Iteration 12Q: 3 clusters Score -452774.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -452901.968750 Penalty: 2779.393799
	Iteration 13Q: 3 clusters Score -452902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -453034.031250 Penalty: 2779.393799
	Iteration 14Q: 3 clusters Score -453034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -453135.625000 Penalty: 2779.393799
	Iteration 15Q: 3 clusters Score -453135.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -453219.031250 Penalty: 2779.393799
	Iteration 16Q: 3 clusters Score -453219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -453335.218750 Penalty: 2779.393799
	Iteration 17Q: 3 clusters Score -453335.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -453457.406250 Penalty: 2779.393799
	Iteration 18Q: 3 clusters Score -453457.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -453610.718750 Penalty: 2779.393799
	Iteration 19Q: 3 clusters Score -453610.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -453765.812500 Penalty: 2779.393799
	Iteration 20F: 3 clusters Score -453765.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -453876.093750 Penalty: 2779.393799
	Iteration 21Q: 3 clusters Score -453876.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -453991.656250 Penalty: 2779.393799
	Iteration 22Q: 3 clusters Score -453991.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -454098.312500 Penalty: 2779.393799
	Iteration 23Q: 3 clusters Score -454098.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -454173.343750 Penalty: 2779.393799
	Iteration 24Q: 3 clusters Score -454173.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -454238.750000 Penalty: 2779.393799
	Iteration 25Q: 3 clusters Score -454238.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -454283.343750 Penalty: 2779.393799
	Iteration 26Q: 3 clusters Score -454283.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -454317.718750 Penalty: 2779.393799
	Iteration 27Q: 3 clusters Score -454317.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -454348.468750 Penalty: 2779.393799
	Iteration 28Q: 3 clusters Score -454348.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -454362.062500 Penalty: 2779.393799
	Iteration 29Q: 3 clusters Score -454362.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -454374.812500 Penalty: 2779.393799
	Iteration 30Q: 3 clusters Score -454374.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -454385.062500 Penalty: 2779.393799
	Iteration 31Q: 3 clusters Score -454385.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -454396.281250 Penalty: 2779.393799
	Iteration 32Q: 3 clusters Score -454396.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -454403.562500 Penalty: 2779.393799
	Iteration 33Q: 3 clusters Score -454403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -454411.375000 Penalty: 2779.393799
	Iteration 34Q: 3 clusters Score -454411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -454415.093750 Penalty: 2779.393799
	Iteration 35Q: 3 clusters Score -454415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -454417.500000 Penalty: 2779.393799
	Iteration 36Q: 3 clusters Score -454417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -454419.375000 Penalty: 2779.393799
	Iteration 37Q: 3 clusters Score -454419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -454420.687500 Penalty: 2779.393799
	Iteration 38Q: 3 clusters Score -454420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -454422.343750 Penalty: 2779.393799
	Iteration 39Q: 3 clusters Score -454422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -454436.218750 Penalty: 2779.393799
	Iteration 40F: 3 clusters Score -454436.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -454452.218750 Penalty: 2779.393799
	Iteration 41Q: 3 clusters Score -454452.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -454464.812500 Penalty: 2779.393799
	Iteration 42Q: 3 clusters Score -454464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -454470.625000 Penalty: 2779.393799
	Iteration 43Q: 3 clusters Score -454470.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -454476.031250 Penalty: 2779.393799
	Iteration 44Q: 3 clusters Score -454476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -454483.875000 Penalty: 2779.393799
	Iteration 45Q: 3 clusters Score -454483.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -454489.500000 Penalty: 2779.393799
	Iteration 46Q: 3 clusters Score -454489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -454494.156250 Penalty: 2779.393799
	Iteration 47Q: 3 clusters Score -454494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -454496.218750 Penalty: 2779.393799
	Iteration 48Q: 3 clusters Score -454496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -454499.375000 Penalty: 2779.393799
	Iteration 49Q: 3 clusters Score -454499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -454500.562500 Penalty: 2779.393799
	Iteration 50Q: 3 clusters Score -454500.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -454500.562500 Penalty: 2779.393799
	Iteration 51Q: 3 clusters Score -454500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -454501.562500 Penalty: 2779.393799
	Iteration 52Q: 3 clusters Score -454501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -454502.687500 Penalty: 2779.393799
	Iteration 53Q: 3 clusters Score -454502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -454503.343750 Penalty: 2779.393799
	Iteration 54Q: 3 clusters Score -454503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -454503.343750 Penalty: 2779.393799
	Iteration 55F: 3 clusters Score -454503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64788 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223111 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18046 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143275 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
Score: -45691740.000000 Penalty: 36385.617188
Splitting cluster 14 changes total score from -45692400.000000 to -45691740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -389147.125000 Penalty: 1363.713501
	Iteration 0F: 2 clusters Score -389147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -385522.781250 Penalty: 2727.427002
	Iteration 0F: 3 clusters Score -385522.8 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -386499.593750 Penalty: 2727.427002
	Iteration 1F: 3 clusters Score -386499.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -386648.843750 Penalty: 2727.427002
	Iteration 2F: 3 clusters Score -386648.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -386735.937500 Penalty: 2727.427002
	Iteration 3Q: 3 clusters Score -386735.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -386808.312500 Penalty: 2727.427002
	Iteration 4Q: 3 clusters Score -386808.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -386871.906250 Penalty: 2727.427002
	Iteration 5Q: 3 clusters Score -386871.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -386927.281250 Penalty: 2727.427002
	Iteration 6Q: 3 clusters Score -386927.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -386976.968750 Penalty: 2727.427002
	Iteration 7Q: 3 clusters Score -386977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -387026.343750 Penalty: 2727.427002
	Iteration 8Q: 3 clusters Score -387026.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -387078.125000 Penalty: 2727.427002
	Iteration 9Q: 3 clusters Score -387078.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -387123.531250 Penalty: 2727.427002
	Iteration 10Q: 3 clusters Score -387123.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -387175.125000 Penalty: 2727.427002
	Iteration 11Q: 3 clusters Score -387175.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -387249.468750 Penalty: 2727.427002
	Iteration 12Q: 3 clusters Score -387249.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -387377.781250 Penalty: 2727.427002
	Iteration 13Q: 3 clusters Score -387377.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -387614.125000 Penalty: 2727.427002
	Iteration 14Q: 3 clusters Score -387614.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -387966.125000 Penalty: 2727.427002
	Iteration 15F: 3 clusters Score -387966.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388397.093750 Penalty: 2727.427002
	Iteration 16F: 3 clusters Score -388397.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -388665.218750 Penalty: 2727.427002
	Iteration 17Q: 3 clusters Score -388665.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -388751.687500 Penalty: 2727.427002
	Iteration 18Q: 3 clusters Score -388751.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -388784.437500 Penalty: 2727.427002
	Iteration 19Q: 3 clusters Score -388784.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -388804.968750 Penalty: 2727.427002
	Iteration 20F: 3 clusters Score -388805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -388818.687500 Penalty: 2727.427002
	Iteration 21Q: 3 clusters Score -388818.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -388833.687500 Penalty: 2727.427002
	Iteration 22Q: 3 clusters Score -388833.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -388853.718750 Penalty: 2727.427002
	Iteration 23Q: 3 clusters Score -388853.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -388872.093750 Penalty: 2727.427002
	Iteration 24Q: 3 clusters Score -388872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -388887.562500 Penalty: 2727.427002
	Iteration 25Q: 3 clusters Score -388887.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -388905.406250 Penalty: 2727.427002
	Iteration 26Q: 3 clusters Score -388905.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -388923.656250 Penalty: 2727.427002
	Iteration 27Q: 3 clusters Score -388923.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -388951.000000 Penalty: 2727.427002
	Iteration 28Q: 3 clusters Score -388951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -388973.843750 Penalty: 2727.427002
	Iteration 29Q: 3 clusters Score -388973.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -389003.187500 Penalty: 2727.427002
	Iteration 30Q: 3 clusters Score -389003.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -389034.937500 Penalty: 2727.427002
	Iteration 31Q: 3 clusters Score -389034.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -389077.343750 Penalty: 2727.427002
	Iteration 32Q: 3 clusters Score -389077.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -389110.343750 Penalty: 2727.427002
	Iteration 33Q: 3 clusters Score -389110.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -389134.593750 Penalty: 2727.427002
	Iteration 34Q: 3 clusters Score -389134.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -389161.281250 Penalty: 2727.427002
	Iteration 35Q: 3 clusters Score -389161.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -389182.562500 Penalty: 2727.427002
	Iteration 36Q: 3 clusters Score -389182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -389197.281250 Penalty: 2727.427002
	Iteration 37Q: 3 clusters Score -389197.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -389209.343750 Penalty: 2727.427002
	Iteration 38Q: 3 clusters Score -389209.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -389227.250000 Penalty: 2727.427002
	Iteration 39Q: 3 clusters Score -389227.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -389288.343750 Penalty: 2727.427002
	Iteration 40F: 3 clusters Score -389288.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -389386.500000 Penalty: 2727.427002
	Iteration 41Q: 3 clusters Score -389386.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -389490.437500 Penalty: 2727.427002
	Iteration 42Q: 3 clusters Score -389490.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -389601.156250 Penalty: 2727.427002
	Iteration 43Q: 3 clusters Score -389601.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -389639.750000 Penalty: 2727.427002
	Iteration 44Q: 3 clusters Score -389639.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -389652.281250 Penalty: 2727.427002
	Iteration 45Q: 3 clusters Score -389652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -389660.843750 Penalty: 2727.427002
	Iteration 46Q: 3 clusters Score -389660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -389666.156250 Penalty: 2727.427002
	Iteration 47Q: 3 clusters Score -389666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -389671.062500 Penalty: 2727.427002
	Iteration 48Q: 3 clusters Score -389671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -389672.000000 Penalty: 2727.427002
	Iteration 49Q: 3 clusters Score -389672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -389673.656250 Penalty: 2727.427002
	Iteration 50Q: 3 clusters Score -389673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -389673.656250 Penalty: 2727.427002
	Iteration 51F: 3 clusters Score -389673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64788 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223111 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18046 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143275 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 1805 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
Score: -45692128.000000 Penalty: 36385.617188
Splitting cluster 16 changes total score from -45692400.000000 to -45692128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12732.448242 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -12732.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12045.267578 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12045.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12112.541016 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12112.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12131.649414 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12131.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12157.176758 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12157.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12179.650391 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -12179.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12184.270508 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -12184.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12192.601562 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -12192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12199.509766 Penalty: 1703.567749
	Iteration 7Q: 3 clusters Score -12199.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12199.509766 Penalty: 1703.567749
	Iteration 8F: 3 clusters Score -12199.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64788 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223111 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18046 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143275 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692352.000000 Penalty: 34245.285156
Iteration 159Q: 17 clusters Score -4.569235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 20501 members 
Mstep: Class 5 contains 64809 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223074 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18054 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12992 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143283 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692340.000000 Penalty: 34245.285156
Iteration 160F: 17 clusters Score -4.569234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 20501 members 
Mstep: Class 5 contains 64828 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223039 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18067 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12992 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143287 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692308.000000 Penalty: 34245.285156
Iteration 161Q: 17 clusters Score -4.569231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 64849 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 223000 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18084 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143285 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692348.000000 Penalty: 34245.285156
Iteration 162Q: 17 clusters Score -4.569235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 7876 members 
Mstep: Class 4 contains 20501 members 
Mstep: Class 5 contains 64862 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222968 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18104 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143282 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692324.000000 Penalty: 34245.285156
Iteration 163Q: 17 clusters Score -4.569232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 20499 members 
Mstep: Class 5 contains 64871 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222944 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18119 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143281 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692332.000000 Penalty: 34245.285156
Iteration 164Q: 17 clusters Score -4.569233e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 20497 members 
Mstep: Class 5 contains 64881 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222917 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18137 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143282 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692344.000000 Penalty: 34245.285156
Iteration 165Q: 17 clusters Score -4.569234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 20496 members 
Mstep: Class 5 contains 64895 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222891 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18153 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143281 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 34245.285156
Iteration 166Q: 17 clusters Score -4.569234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 20496 members 
Mstep: Class 5 contains 64911 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222865 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 18163 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143283 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692344.000000 Penalty: 34245.285156
Iteration 167Q: 17 clusters Score -4.569234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 64922 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222844 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12990 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143285 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692320.000000 Penalty: 34245.285156
Iteration 168Q: 17 clusters Score -4.569232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7880 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 64937 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222817 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18178 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143285 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692320.000000 Penalty: 34245.285156
Iteration 169Q: 17 clusters Score -4.569232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7880 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 64951 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222789 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18184 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12995 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143290 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 34245.285156
Iteration 170Q: 17 clusters Score -4.569234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 64974 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222761 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18185 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 143288 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692364.000000 Penalty: 34245.285156
Iteration 171Q: 17 clusters Score -4.569236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7882 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65001 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222722 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18189 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13001 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 143292 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692344.000000 Penalty: 34245.285156
Iteration 172Q: 17 clusters Score -4.569234e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7887 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65029 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222686 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18191 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13001 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143292 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692328.000000 Penalty: 34245.285156
Iteration 173Q: 17 clusters Score -4.569233e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7888 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65052 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222655 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18192 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143296 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692356.000000 Penalty: 34245.285156
Iteration 174Q: 17 clusters Score -4.569236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7891 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65080 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222621 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18194 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143296 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692364.000000 Penalty: 34245.285156
Iteration 175Q: 17 clusters Score -4.569236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7894 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65112 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222580 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18198 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143297 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692400.000000 Penalty: 34245.285156
Iteration 176Q: 17 clusters Score -4.56924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7895 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65142 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222547 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143294 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692384.000000 Penalty: 34245.285156
Iteration 177Q: 17 clusters Score -4.569238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7897 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65160 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222522 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143297 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692416.000000 Penalty: 34245.285156
Iteration 178Q: 17 clusters Score -4.569242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65182 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222494 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18206 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143303 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692432.000000 Penalty: 34245.285156
Iteration 179Q: 17 clusters Score -4.569243e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65205 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222469 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18207 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143302 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692412.000000 Penalty: 34245.285156
Iteration 180F: 17 clusters Score -4.569241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7899 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65228 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222441 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143304 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692432.000000 Penalty: 34245.285156
Iteration 181Q: 17 clusters Score -4.569243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65257 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222406 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18209 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13008 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143307 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692436.000000 Penalty: 34245.285156
Iteration 182Q: 17 clusters Score -4.569244e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65289 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222363 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18214 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143316 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692452.000000 Penalty: 34245.285156
Iteration 183Q: 17 clusters Score -4.569245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65321 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222322 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 18218 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143322 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692448.000000 Penalty: 34245.285156
Iteration 184Q: 17 clusters Score -4.569245e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7900 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65355 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222282 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 18222 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 143329 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692444.000000 Penalty: 34245.285156
Iteration 185Q: 17 clusters Score -4.569244e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7901 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65378 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222252 members 
Mstep: Class 8 contains 9852 members 
Mstep: Class 9 contains 18226 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 143330 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692456.000000 Penalty: 34245.285156
Iteration 186Q: 17 clusters Score -4.569246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7902 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65400 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222222 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18231 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 143331 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692424.000000 Penalty: 34245.285156
Iteration 187Q: 17 clusters Score -4.569242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65419 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222194 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18235 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 143334 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692412.000000 Penalty: 34245.285156
Iteration 188Q: 17 clusters Score -4.569241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65435 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 222168 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 2051 members 
Mstep: Class 13 contains 143337 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692432.000000 Penalty: 34245.285156
Iteration 189Q: 17 clusters Score -4.569243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65461 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 222136 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18239 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 2053 members 
Mstep: Class 13 contains 143341 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692424.000000 Penalty: 34245.285156
Iteration 190Q: 17 clusters Score -4.569242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 20495 members 
Mstep: Class 5 contains 65480 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 222111 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 13 contains 143342 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692452.000000 Penalty: 34245.285156
Iteration 191Q: 17 clusters Score -4.569245e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 65511 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 222075 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18242 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13000 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 143345 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692436.000000 Penalty: 34245.285156
Iteration 192Q: 17 clusters Score -4.569244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7904 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65541 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 222035 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18248 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13002 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 143346 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692400.000000 Penalty: 34245.285156
Iteration 193Q: 17 clusters Score -4.56924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7904 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65569 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 222003 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18252 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13001 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 143346 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692404.000000 Penalty: 34245.285156
Iteration 194Q: 17 clusters Score -4.56924e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7904 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65599 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221964 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18256 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13000 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 13 contains 143351 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692400.000000 Penalty: 34245.285156
Iteration 195Q: 17 clusters Score -4.56924e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7904 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65635 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221919 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18259 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13002 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 143354 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692412.000000 Penalty: 34245.285156
Iteration 196Q: 17 clusters Score -4.569241e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7904 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65668 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221879 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18263 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 143354 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692404.000000 Penalty: 34245.285156
Iteration 197Q: 17 clusters Score -4.56924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7905 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65694 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221852 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18266 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 2066 members 
Mstep: Class 13 contains 143351 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692368.000000 Penalty: 34245.285156
Iteration 198Q: 17 clusters Score -4.569237e+07 nChanged 35
Entering ConstructFrom: 
Score: -45692368.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -219946.468750 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -219946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -217563.203125 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -217563.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -218061.281250 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -218061.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -218182.921875 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -218182.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -218247.515625 Penalty: 2532.513428
	Iteration 3Q: 3 clusters Score -218247.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -218295.796875 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -218295.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -218333.375000 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -218333.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -218355.609375 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -218355.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -218365.703125 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -218365.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -218375.062500 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -218375.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -218383.156250 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -218383.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -218388.453125 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -218388.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218395.625000 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -218395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218401.765625 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -218401.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218405.843750 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -218405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -218410.640625 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -218410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -218414.062500 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -218414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -218417.671875 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -218417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -218421.531250 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -218421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -218426.203125 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -218426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -218429.281250 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -218429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -218431.671875 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -218431.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -218434.281250 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -218434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -218435.531250 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -218435.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -218439.015625 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -218439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218443.812500 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -218443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -218446.703125 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -218446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -218450.203125 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -218450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -218456.578125 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -218456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -218460.843750 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -218460.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -218466.031250 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -218466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -218471.421875 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -218471.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -218477.671875 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -218477.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -218483.703125 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -218483.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -218488.906250 Penalty: 2532.513428
	Iteration 33Q: 3 clusters Score -218488.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -218492.968750 Penalty: 2532.513428
	Iteration 34Q: 3 clusters Score -218493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -218497.015625 Penalty: 2532.513428
	Iteration 35Q: 3 clusters Score -218497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -218501.593750 Penalty: 2532.513428
	Iteration 36Q: 3 clusters Score -218501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -218507.890625 Penalty: 2532.513428
	Iteration 37Q: 3 clusters Score -218507.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -218516.375000 Penalty: 2532.513428
	Iteration 38Q: 3 clusters Score -218516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -218528.187500 Penalty: 2532.513428
	Iteration 39Q: 3 clusters Score -218528.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -218540.109375 Penalty: 2532.513428
	Iteration 40F: 3 clusters Score -218540.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -218556.531250 Penalty: 2532.513428
	Iteration 41Q: 3 clusters Score -218556.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -218567.781250 Penalty: 2532.513428
	Iteration 42Q: 3 clusters Score -218567.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -218578.078125 Penalty: 2532.513428
	Iteration 43Q: 3 clusters Score -218578.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -218586.828125 Penalty: 2532.513428
	Iteration 44Q: 3 clusters Score -218586.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -218597.812500 Penalty: 2532.513428
	Iteration 45Q: 3 clusters Score -218597.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -218611.734375 Penalty: 2532.513428
	Iteration 46Q: 3 clusters Score -218611.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -218620.546875 Penalty: 2532.513428
	Iteration 47Q: 3 clusters Score -218620.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -218625.593750 Penalty: 2532.513428
	Iteration 48Q: 3 clusters Score -218625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -218632.000000 Penalty: 2532.513428
	Iteration 49Q: 3 clusters Score -218632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -218636.718750 Penalty: 2532.513428
	Iteration 50Q: 3 clusters Score -218636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -218641.125000 Penalty: 2532.513428
	Iteration 51Q: 3 clusters Score -218641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -218644.718750 Penalty: 2532.513428
	Iteration 52Q: 3 clusters Score -218644.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -218648.890625 Penalty: 2532.513428
	Iteration 53Q: 3 clusters Score -218648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -218653.250000 Penalty: 2532.513428
	Iteration 54Q: 3 clusters Score -218653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -218656.375000 Penalty: 2532.513428
	Iteration 55Q: 3 clusters Score -218656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -218660.312500 Penalty: 2532.513428
	Iteration 56Q: 3 clusters Score -218660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -218663.656250 Penalty: 2532.513428
	Iteration 57Q: 3 clusters Score -218663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -218669.078125 Penalty: 2532.513428
	Iteration 58Q: 3 clusters Score -218669.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -218678.031250 Penalty: 2532.513428
	Iteration 59Q: 3 clusters Score -218678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -218683.187500 Penalty: 2532.513428
	Iteration 60F: 3 clusters Score -218683.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -218689.406250 Penalty: 2532.513428
	Iteration 61Q: 3 clusters Score -218689.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -218697.515625 Penalty: 2532.513428
	Iteration 62Q: 3 clusters Score -218697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -218705.906250 Penalty: 2532.513428
	Iteration 63Q: 3 clusters Score -218705.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -218711.203125 Penalty: 2532.513428
	Iteration 64Q: 3 clusters Score -218711.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -218717.203125 Penalty: 2532.513428
	Iteration 65Q: 3 clusters Score -218717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -218722.953125 Penalty: 2532.513428
	Iteration 66Q: 3 clusters Score -218723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -218725.437500 Penalty: 2532.513428
	Iteration 67Q: 3 clusters Score -218725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -218728.718750 Penalty: 2532.513428
	Iteration 68Q: 3 clusters Score -218728.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -218734.984375 Penalty: 2532.513428
	Iteration 69Q: 3 clusters Score -218735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -218738.906250 Penalty: 2532.513428
	Iteration 70Q: 3 clusters Score -218738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -218742.250000 Penalty: 2532.513428
	Iteration 71Q: 3 clusters Score -218742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -218744.171875 Penalty: 2532.513428
	Iteration 72Q: 3 clusters Score -218744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -218748.515625 Penalty: 2532.513428
	Iteration 73Q: 3 clusters Score -218748.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -218749.562500 Penalty: 2532.513428
	Iteration 74Q: 3 clusters Score -218749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -218750.359375 Penalty: 2532.513428
	Iteration 75Q: 3 clusters Score -218750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -218752.968750 Penalty: 2532.513428
	Iteration 76Q: 3 clusters Score -218753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -218754.140625 Penalty: 2532.513428
	Iteration 77Q: 3 clusters Score -218754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -218756.203125 Penalty: 2532.513428
	Iteration 78Q: 3 clusters Score -218756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -218758.125000 Penalty: 2532.513428
	Iteration 79Q: 3 clusters Score -218758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -218759.250000 Penalty: 2532.513428
	Iteration 80F: 3 clusters Score -218759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -218761.140625 Penalty: 2532.513428
	Iteration 81Q: 3 clusters Score -218761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -218761.531250 Penalty: 2532.513428
	Iteration 82Q: 3 clusters Score -218761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -218761.531250 Penalty: 2532.513428
	Iteration 83F: 3 clusters Score -218761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -128366.062500 Penalty: 1197.560181
	Iteration 0F: 2 clusters Score -128366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -126650.851562 Penalty: 2395.120361
	Iteration 0F: 3 clusters Score -126650.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127290.242188 Penalty: 2395.120361
	Iteration 1F: 3 clusters Score -127290.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127580.226562 Penalty: 2395.120361
	Iteration 2F: 3 clusters Score -127580.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127756.640625 Penalty: 2395.120361
	Iteration 3F: 3 clusters Score -127756.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127840.125000 Penalty: 2395.120361
	Iteration 4F: 3 clusters Score -127840.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -127887.093750 Penalty: 2395.120361
	Iteration 5Q: 3 clusters Score -127887.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -127905.757812 Penalty: 2395.120361
	Iteration 6Q: 3 clusters Score -127905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -127924.382812 Penalty: 2395.120361
	Iteration 7Q: 3 clusters Score -127924.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -127940.265625 Penalty: 2395.120361
	Iteration 8Q: 3 clusters Score -127940.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127952.281250 Penalty: 2395.120361
	Iteration 9Q: 3 clusters Score -127952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -127954.210938 Penalty: 2395.120361
	Iteration 10Q: 3 clusters Score -127954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -127956.859375 Penalty: 2395.120361
	Iteration 11Q: 3 clusters Score -127956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -127959.078125 Penalty: 2395.120361
	Iteration 12Q: 3 clusters Score -127959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127961.007812 Penalty: 2395.120361
	Iteration 13Q: 3 clusters Score -127961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -127963.671875 Penalty: 2395.120361
	Iteration 14Q: 3 clusters Score -127963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -127963.960938 Penalty: 2395.120361
	Iteration 15Q: 3 clusters Score -127964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -127963.960938 Penalty: 2395.120361
	Iteration 16F: 3 clusters Score -127964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -707719.125000 Penalty: 1458.478271
	Iteration 0F: 2 clusters Score -707719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -701827.437500 Penalty: 2916.956543
	Iteration 0F: 3 clusters Score -701827.4 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -703706.375000 Penalty: 2916.956543
	Iteration 1F: 3 clusters Score -703706.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -704024.187500 Penalty: 2916.956543
	Iteration 2F: 3 clusters Score -704024.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -704290.375000 Penalty: 2916.956543
	Iteration 3F: 3 clusters Score -704290.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -704538.062500 Penalty: 2916.956543
	Iteration 4F: 3 clusters Score -704538.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -704776.750000 Penalty: 2916.956543
	Iteration 5F: 3 clusters Score -704776.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -705017.437500 Penalty: 2916.956543
	Iteration 6Q: 3 clusters Score -705017.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -705255.500000 Penalty: 2916.956543
	Iteration 7Q: 3 clusters Score -705255.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -705504.062500 Penalty: 2916.956543
	Iteration 8Q: 3 clusters Score -705504.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -705753.875000 Penalty: 2916.956543
	Iteration 9Q: 3 clusters Score -705753.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -705979.562500 Penalty: 2916.956543
	Iteration 10Q: 3 clusters Score -705979.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -706125.812500 Penalty: 2916.956543
	Iteration 11Q: 3 clusters Score -706125.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706206.437500 Penalty: 2916.956543
	Iteration 12Q: 3 clusters Score -706206.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -706246.000000 Penalty: 2916.956543
	Iteration 13Q: 3 clusters Score -706246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -706275.437500 Penalty: 2916.956543
	Iteration 14Q: 3 clusters Score -706275.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -706296.437500 Penalty: 2916.956543
	Iteration 15Q: 3 clusters Score -706296.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -706312.875000 Penalty: 2916.956543
	Iteration 16Q: 3 clusters Score -706312.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -706330.375000 Penalty: 2916.956543
	Iteration 17Q: 3 clusters Score -706330.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -706349.625000 Penalty: 2916.956543
	Iteration 18Q: 3 clusters Score -706349.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -706365.187500 Penalty: 2916.956543
	Iteration 19Q: 3 clusters Score -706365.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -706385.187500 Penalty: 2916.956543
	Iteration 20F: 3 clusters Score -706385.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -706402.437500 Penalty: 2916.956543
	Iteration 21Q: 3 clusters Score -706402.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -706419.187500 Penalty: 2916.956543
	Iteration 22Q: 3 clusters Score -706419.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -706433.500000 Penalty: 2916.956543
	Iteration 23Q: 3 clusters Score -706433.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -706441.625000 Penalty: 2916.956543
	Iteration 24Q: 3 clusters Score -706441.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -706448.312500 Penalty: 2916.956543
	Iteration 25Q: 3 clusters Score -706448.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -706452.062500 Penalty: 2916.956543
	Iteration 26Q: 3 clusters Score -706452.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -706456.875000 Penalty: 2916.956543
	Iteration 27Q: 3 clusters Score -706456.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -706459.375000 Penalty: 2916.956543
	Iteration 28Q: 3 clusters Score -706459.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -706461.750000 Penalty: 2916.956543
	Iteration 29Q: 3 clusters Score -706461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -706466.562500 Penalty: 2916.956543
	Iteration 30Q: 3 clusters Score -706466.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -706468.562500 Penalty: 2916.956543
	Iteration 31Q: 3 clusters Score -706468.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -706473.562500 Penalty: 2916.956543
	Iteration 32Q: 3 clusters Score -706473.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -706479.687500 Penalty: 2916.956543
	Iteration 33Q: 3 clusters Score -706479.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -706487.562500 Penalty: 2916.956543
	Iteration 34Q: 3 clusters Score -706487.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -706495.437500 Penalty: 2916.956543
	Iteration 35Q: 3 clusters Score -706495.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -706499.937500 Penalty: 2916.956543
	Iteration 36Q: 3 clusters Score -706499.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -706503.125000 Penalty: 2916.956543
	Iteration 37Q: 3 clusters Score -706503.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -706506.687500 Penalty: 2916.956543
	Iteration 38Q: 3 clusters Score -706506.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -706507.500000 Penalty: 2916.956543
	Iteration 39Q: 3 clusters Score -706507.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -706511.250000 Penalty: 2916.956543
	Iteration 40F: 3 clusters Score -706511.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -706513.062500 Penalty: 2916.956543
	Iteration 41Q: 3 clusters Score -706513.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -706515.000000 Penalty: 2916.956543
	Iteration 42Q: 3 clusters Score -706515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -706520.687500 Penalty: 2916.956543
	Iteration 43Q: 3 clusters Score -706520.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -706521.562500 Penalty: 2916.956543
	Iteration 44Q: 3 clusters Score -706521.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -706524.812500 Penalty: 2916.956543
	Iteration 45Q: 3 clusters Score -706524.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -706532.187500 Penalty: 2916.956543
	Iteration 46Q: 3 clusters Score -706532.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -706536.125000 Penalty: 2916.956543
	Iteration 47Q: 3 clusters Score -706536.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -706543.437500 Penalty: 2916.956543
	Iteration 48Q: 3 clusters Score -706543.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -706549.375000 Penalty: 2916.956543
	Iteration 49Q: 3 clusters Score -706549.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -706554.062500 Penalty: 2916.956543
	Iteration 50Q: 3 clusters Score -706554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -706556.875000 Penalty: 2916.956543
	Iteration 51Q: 3 clusters Score -706556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -706558.750000 Penalty: 2916.956543
	Iteration 52Q: 3 clusters Score -706558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -706559.312500 Penalty: 2916.956543
	Iteration 53Q: 3 clusters Score -706559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -706561.187500 Penalty: 2916.956543
	Iteration 54Q: 3 clusters Score -706561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -706561.875000 Penalty: 2916.956543
	Iteration 55Q: 3 clusters Score -706561.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -706562.625000 Penalty: 2916.956543
	Iteration 56Q: 3 clusters Score -706562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -706562.812500 Penalty: 2916.956543
	Iteration 57Q: 3 clusters Score -706562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -706562.875000 Penalty: 2916.956543
	Iteration 58Q: 3 clusters Score -706562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -706562.187500 Penalty: 2916.956543
	Iteration 59Q: 3 clusters Score -706562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -706562.187500 Penalty: 2916.956543
	Iteration 60F: 3 clusters Score -706562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -706563.875000 Penalty: 2916.956543
	Iteration 61Q: 3 clusters Score -706563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -706563.687500 Penalty: 2916.956543
	Iteration 62Q: 3 clusters Score -706563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -706563.312500 Penalty: 2916.956543
	Iteration 63Q: 3 clusters Score -706563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -706565.125000 Penalty: 2916.956543
	Iteration 64Q: 3 clusters Score -706565.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -706565.125000 Penalty: 2916.956543
	Iteration 65F: 3 clusters Score -706565.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Entering Unmasked Estep 
Score: -1731779.250000 Penalty: 1613.273682
	Iteration 0F: 2 clusters Score -1731779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1717843.375000 Penalty: 3226.547363
	Iteration 0F: 3 clusters Score -1717843 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1722761.750000 Penalty: 3226.547363
	Iteration 1F: 3 clusters Score -1722762 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1723104.125000 Penalty: 3226.547363
	Iteration 2Q: 3 clusters Score -1723104 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1723491.625000 Penalty: 3226.547363
	Iteration 3Q: 3 clusters Score -1723492 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1723941.000000 Penalty: 3226.547363
	Iteration 4Q: 3 clusters Score -1723941 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1724543.125000 Penalty: 3226.547363
	Iteration 5F: 3 clusters Score -1724543 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1725222.125000 Penalty: 3226.547363
	Iteration 6F: 3 clusters Score -1725222 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1726006.875000 Penalty: 3226.547363
	Iteration 7F: 3 clusters Score -1726007 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1726814.875000 Penalty: 3226.547363
	Iteration 8F: 3 clusters Score -1726815 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1727611.250000 Penalty: 3226.547363
	Iteration 9F: 3 clusters Score -1727611 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1728529.250000 Penalty: 3226.547363
	Iteration 10Q: 3 clusters Score -1728529 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1729514.750000 Penalty: 3226.547363
	Iteration 11Q: 3 clusters Score -1729515 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1729977.250000 Penalty: 3226.547363
	Iteration 12Q: 3 clusters Score -1729977 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1730090.875000 Penalty: 3226.547363
	Iteration 13Q: 3 clusters Score -1730091 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1730152.375000 Penalty: 3226.547363
	Iteration 14Q: 3 clusters Score -1730152 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1730197.125000 Penalty: 3226.547363
	Iteration 15Q: 3 clusters Score -1730197 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1730236.375000 Penalty: 3226.547363
	Iteration 16Q: 3 clusters Score -1730236 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1730264.000000 Penalty: 3226.547363
	Iteration 17Q: 3 clusters Score -1730264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1730292.250000 Penalty: 3226.547363
	Iteration 18Q: 3 clusters Score -1730292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1730310.750000 Penalty: 3226.547363
	Iteration 19Q: 3 clusters Score -1730311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1730329.625000 Penalty: 3226.547363
	Iteration 20F: 3 clusters Score -1730330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1730339.875000 Penalty: 3226.547363
	Iteration 21Q: 3 clusters Score -1730340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1730346.250000 Penalty: 3226.547363
	Iteration 22Q: 3 clusters Score -1730346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1730351.750000 Penalty: 3226.547363
	Iteration 23Q: 3 clusters Score -1730352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1730359.125000 Penalty: 3226.547363
	Iteration 24Q: 3 clusters Score -1730359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1730370.875000 Penalty: 3226.547363
	Iteration 25Q: 3 clusters Score -1730371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1730373.250000 Penalty: 3226.547363
	Iteration 26Q: 3 clusters Score -1730373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1730376.875000 Penalty: 3226.547363
	Iteration 27Q: 3 clusters Score -1730377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1730378.250000 Penalty: 3226.547363
	Iteration 28Q: 3 clusters Score -1730378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1730380.125000 Penalty: 3226.547363
	Iteration 29Q: 3 clusters Score -1730380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1730381.375000 Penalty: 3226.547363
	Iteration 30Q: 3 clusters Score -1730381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1730387.500000 Penalty: 3226.547363
	Iteration 31Q: 3 clusters Score -1730388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1730391.000000 Penalty: 3226.547363
	Iteration 32Q: 3 clusters Score -1730391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1730391.000000 Penalty: 3226.547363
	Iteration 33Q: 3 clusters Score -1730391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1730400.500000 Penalty: 3226.547363
	Iteration 34Q: 3 clusters Score -1730400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1730404.375000 Penalty: 3226.547363
	Iteration 35Q: 3 clusters Score -1730404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1730402.125000 Penalty: 3226.547363
	Iteration 36Q: 3 clusters Score -1730402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1730401.375000 Penalty: 3226.547363
	Iteration 37Q: 3 clusters Score -1730401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1730399.375000 Penalty: 3226.547363
	Iteration 38Q: 3 clusters Score -1730399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1730402.625000 Penalty: 3226.547363
	Iteration 39Q: 3 clusters Score -1730403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1730402.125000 Penalty: 3226.547363
	Iteration 40F: 3 clusters Score -1730402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Entering Unmasked Estep 
Score: -5999488.500000 Penalty: 1802.638306
	Iteration 0F: 2 clusters Score -5999488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -5955397.500000 Penalty: 3605.276611
	Iteration 0F: 3 clusters Score -5955398 nChanged 31177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5973188.500000 Penalty: 3605.276611
	Iteration 1F: 3 clusters Score -5973188 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -5973665.500000 Penalty: 3605.276611
	Iteration 2Q: 3 clusters Score -5973666 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -5974303.000000 Penalty: 3605.276611
	Iteration 3Q: 3 clusters Score -5974303 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -5975191.000000 Penalty: 3605.276611
	Iteration 4Q: 3 clusters Score -5975191 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5976596.500000 Penalty: 3605.276611
	Iteration 5Q: 3 clusters Score -5976596 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -5979038.000000 Penalty: 3605.276611
	Iteration 6F: 3 clusters Score -5979038 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -5982644.000000 Penalty: 3605.276611
	Iteration 7F: 3 clusters Score -5982644 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -5987065.000000 Penalty: 3605.276611
	Iteration 8F: 3 clusters Score -5987065 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -5991174.000000 Penalty: 3605.276611
	Iteration 9F: 3 clusters Score -5991174 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5993648.000000 Penalty: 3605.276611
	Iteration 10Q: 3 clusters Score -5993648 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -5994818.500000 Penalty: 3605.276611
	Iteration 11Q: 3 clusters Score -5994818 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5995440.500000 Penalty: 3605.276611
	Iteration 12Q: 3 clusters Score -5995440 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5995827.000000 Penalty: 3605.276611
	Iteration 13Q: 3 clusters Score -5995827 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -5996118.500000 Penalty: 3605.276611
	Iteration 14Q: 3 clusters Score -5996118 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -5996357.000000 Penalty: 3605.276611
	Iteration 15Q: 3 clusters Score -5996357 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -5996580.000000 Penalty: 3605.276611
	Iteration 16Q: 3 clusters Score -5996580 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5996750.000000 Penalty: 3605.276611
	Iteration 17Q: 3 clusters Score -5996750 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -5996879.500000 Penalty: 3605.276611
	Iteration 18Q: 3 clusters Score -5996880 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -5997053.500000 Penalty: 3605.276611
	Iteration 19Q: 3 clusters Score -5997054 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -5997168.000000 Penalty: 3605.276611
	Iteration 20F: 3 clusters Score -5997168 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -5997276.000000 Penalty: 3605.276611
	Iteration 21Q: 3 clusters Score -5997276 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -5997363.000000 Penalty: 3605.276611
	Iteration 22Q: 3 clusters Score -5997363 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -5997479.500000 Penalty: 3605.276611
	Iteration 23Q: 3 clusters Score -5997480 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -5997566.500000 Penalty: 3605.276611
	Iteration 24Q: 3 clusters Score -5997566 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -5997666.500000 Penalty: 3605.276611
	Iteration 25Q: 3 clusters Score -5997666 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -5997723.500000 Penalty: 3605.276611
	Iteration 26Q: 3 clusters Score -5997724 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5997820.500000 Penalty: 3605.276611
	Iteration 27Q: 3 clusters Score -5997820 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -5997880.000000 Penalty: 3605.276611
	Iteration 28Q: 3 clusters Score -5997880 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5997929.500000 Penalty: 3605.276611
	Iteration 29Q: 3 clusters Score -5997930 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5998004.000000 Penalty: 3605.276611
	Iteration 30Q: 3 clusters Score -5998004 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5998045.500000 Penalty: 3605.276611
	Iteration 31Q: 3 clusters Score -5998046 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5998078.000000 Penalty: 3605.276611
	Iteration 32Q: 3 clusters Score -5998078 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5998106.500000 Penalty: 3605.276611
	Iteration 33Q: 3 clusters Score -5998106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62109 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5998108.000000 Penalty: 3605.276611
	Iteration 34Q: 3 clusters Score -5998108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5998122.000000 Penalty: 3605.276611
	Iteration 35Q: 3 clusters Score -5998122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5998144.000000 Penalty: 3605.276611
	Iteration 36Q: 3 clusters Score -5998144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5998170.000000 Penalty: 3605.276611
	Iteration 37Q: 3 clusters Score -5998170 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5998179.000000 Penalty: 3605.276611
	Iteration 38Q: 3 clusters Score -5998179 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5998189.500000 Penalty: 3605.276611
	Iteration 39Q: 3 clusters Score -5998190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5998208.000000 Penalty: 3605.276611
	Iteration 40F: 3 clusters Score -5998208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5998227.500000 Penalty: 3605.276611
	Iteration 41Q: 3 clusters Score -5998228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5998241.000000 Penalty: 3605.276611
	Iteration 42Q: 3 clusters Score -5998241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5998252.000000 Penalty: 3605.276611
	Iteration 43Q: 3 clusters Score -5998252 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5998250.500000 Penalty: 3605.276611
	Iteration 44Q: 3 clusters Score -5998250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5998260.000000 Penalty: 3605.276611
	Iteration 45Q: 3 clusters Score -5998260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5998267.000000 Penalty: 3605.276611
	Iteration 46Q: 3 clusters Score -5998267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5998269.500000 Penalty: 3605.276611
	Iteration 47Q: 3 clusters Score -5998270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5998268.000000 Penalty: 3605.276611
	Iteration 48Q: 3 clusters Score -5998268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5998280.500000 Penalty: 3605.276611
	Iteration 49Q: 3 clusters Score -5998280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5998287.500000 Penalty: 3605.276611
	Iteration 50Q: 3 clusters Score -5998288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5998292.500000 Penalty: 3605.276611
	Iteration 51Q: 3 clusters Score -5998292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5998307.500000 Penalty: 3605.276611
	Iteration 52Q: 3 clusters Score -5998308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5998315.500000 Penalty: 3605.276611
	Iteration 53Q: 3 clusters Score -5998316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63310 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5998316.000000 Penalty: 3605.276611
	Iteration 54Q: 3 clusters Score -5998316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63331 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5998313.500000 Penalty: 3605.276611
	Iteration 55Q: 3 clusters Score -5998314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5998319.500000 Penalty: 3605.276611
	Iteration 56Q: 3 clusters Score -5998320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5998325.500000 Penalty: 3605.276611
	Iteration 57Q: 3 clusters Score -5998326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5998337.500000 Penalty: 3605.276611
	Iteration 58Q: 3 clusters Score -5998338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5998338.500000 Penalty: 3605.276611
	Iteration 59Q: 3 clusters Score -5998338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5998350.000000 Penalty: 3605.276611
	Iteration 60F: 3 clusters Score -5998350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5998353.000000 Penalty: 3605.276611
	Iteration 61Q: 3 clusters Score -5998353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5998345.000000 Penalty: 3605.276611
	Iteration 62Q: 3 clusters Score -5998345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5998345.500000 Penalty: 3605.276611
	Iteration 63Q: 3 clusters Score -5998346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5998346.500000 Penalty: 3605.276611
	Iteration 64Q: 3 clusters Score -5998346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5998356.000000 Penalty: 3605.276611
	Iteration 65Q: 3 clusters Score -5998356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5998352.500000 Penalty: 3605.276611
	Iteration 66Q: 3 clusters Score -5998352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5998352.500000 Penalty: 3605.276611
	Iteration 67Q: 3 clusters Score -5998352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5998352.500000 Penalty: 3605.276611
	Iteration 68Q: 3 clusters Score -5998352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5998360.000000 Penalty: 3605.276611
	Iteration 69Q: 3 clusters Score -5998360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5998352.500000 Penalty: 3605.276611
	Iteration 70Q: 3 clusters Score -5998352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5998352.500000 Penalty: 3605.276611
	Iteration 71Q: 3 clusters Score -5998352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5998355.500000 Penalty: 3605.276611
	Iteration 72Q: 3 clusters Score -5998356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5998354.500000 Penalty: 3605.276611
	Iteration 73Q: 3 clusters Score -5998354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5998356.000000 Penalty: 3605.276611
	Iteration 74Q: 3 clusters Score -5998356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5998359.500000 Penalty: 3605.276611
	Iteration 75Q: 3 clusters Score -5998360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5998359.500000 Penalty: 3605.276611
	Iteration 76Q: 3 clusters Score -5998360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5998356.500000 Penalty: 3605.276611
	Iteration 77Q: 3 clusters Score -5998356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5998356.000000 Penalty: 3605.276611
	Iteration 78Q: 3 clusters Score -5998356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5998362.500000 Penalty: 3605.276611
	Iteration 79Q: 3 clusters Score -5998362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5998360.000000 Penalty: 3605.276611
	Iteration 80F: 3 clusters Score -5998360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5998366.500000 Penalty: 3605.276611
	Iteration 81Q: 3 clusters Score -5998366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5998367.000000 Penalty: 3605.276611
	Iteration 82Q: 3 clusters Score -5998367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5998367.500000 Penalty: 3605.276611
	Iteration 83Q: 3 clusters Score -5998368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5998369.500000 Penalty: 3605.276611
	Iteration 84Q: 3 clusters Score -5998370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5998366.500000 Penalty: 3605.276611
	Iteration 85Q: 3 clusters Score -5998366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5998369.500000 Penalty: 3605.276611
	Iteration 86Q: 3 clusters Score -5998370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5998364.000000 Penalty: 3605.276611
	Iteration 87Q: 3 clusters Score -5998364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5998367.000000 Penalty: 3605.276611
	Iteration 88Q: 3 clusters Score -5998367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63683 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5998362.000000 Penalty: 3605.276611
	Iteration 89Q: 3 clusters Score -5998362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5998369.500000 Penalty: 3605.276611
	Iteration 90Q: 3 clusters Score -5998370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5998369.000000 Penalty: 3605.276611
	Iteration 91Q: 3 clusters Score -5998369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5998370.500000 Penalty: 3605.276611
	Iteration 92Q: 3 clusters Score -5998370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5998370.500000 Penalty: 3605.276611
	Iteration 93F: 3 clusters Score -5998370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -610894.125000 Penalty: 1433.267578
	Iteration 0F: 2 clusters Score -610894.1 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 3442 members 
Entering Unmasked Estep 
Score: -605833.437500 Penalty: 2866.535156
	Iteration 0F: 3 clusters Score -605833.4 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -607306.937500 Penalty: 2866.535156
	Iteration 1F: 3 clusters Score -607306.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -607523.750000 Penalty: 2866.535156
	Iteration 2F: 3 clusters Score -607523.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -607685.125000 Penalty: 2866.535156
	Iteration 3F: 3 clusters Score -607685.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -607819.062500 Penalty: 2866.535156
	Iteration 4Q: 3 clusters Score -607819.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -607922.625000 Penalty: 2866.535156
	Iteration 5Q: 3 clusters Score -607922.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -608034.437500 Penalty: 2866.535156
	Iteration 6Q: 3 clusters Score -608034.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -608160.250000 Penalty: 2866.535156
	Iteration 7Q: 3 clusters Score -608160.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -608305.125000 Penalty: 2866.535156
	Iteration 8Q: 3 clusters Score -608305.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -608485.937500 Penalty: 2866.535156
	Iteration 9Q: 3 clusters Score -608485.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -608687.000000 Penalty: 2866.535156
	Iteration 10Q: 3 clusters Score -608687 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -608916.750000 Penalty: 2866.535156
	Iteration 11Q: 3 clusters Score -608916.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -609088.062500 Penalty: 2866.535156
	Iteration 12Q: 3 clusters Score -609088.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -609229.625000 Penalty: 2866.535156
	Iteration 13Q: 3 clusters Score -609229.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -609342.937500 Penalty: 2866.535156
	Iteration 14Q: 3 clusters Score -609342.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -609424.250000 Penalty: 2866.535156
	Iteration 15Q: 3 clusters Score -609424.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -609460.062500 Penalty: 2866.535156
	Iteration 16Q: 3 clusters Score -609460.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -609493.562500 Penalty: 2866.535156
	Iteration 17Q: 3 clusters Score -609493.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -609524.500000 Penalty: 2866.535156
	Iteration 18Q: 3 clusters Score -609524.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -609548.187500 Penalty: 2866.535156
	Iteration 19Q: 3 clusters Score -609548.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -609567.937500 Penalty: 2866.535156
	Iteration 20F: 3 clusters Score -609567.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -609589.375000 Penalty: 2866.535156
	Iteration 21Q: 3 clusters Score -609589.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -609605.000000 Penalty: 2866.535156
	Iteration 22Q: 3 clusters Score -609605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -609621.687500 Penalty: 2866.535156
	Iteration 23Q: 3 clusters Score -609621.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -609634.437500 Penalty: 2866.535156
	Iteration 24Q: 3 clusters Score -609634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -609638.562500 Penalty: 2866.535156
	Iteration 25Q: 3 clusters Score -609638.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -609645.375000 Penalty: 2866.535156
	Iteration 26Q: 3 clusters Score -609645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -609647.750000 Penalty: 2866.535156
	Iteration 27Q: 3 clusters Score -609647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -609649.187500 Penalty: 2866.535156
	Iteration 28Q: 3 clusters Score -609649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -609651.812500 Penalty: 2866.535156
	Iteration 29Q: 3 clusters Score -609651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -609655.125000 Penalty: 2866.535156
	Iteration 30Q: 3 clusters Score -609655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -609661.937500 Penalty: 2866.535156
	Iteration 31Q: 3 clusters Score -609661.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -609671.500000 Penalty: 2866.535156
	Iteration 32Q: 3 clusters Score -609671.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -609675.562500 Penalty: 2866.535156
	Iteration 33Q: 3 clusters Score -609675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -609678.125000 Penalty: 2866.535156
	Iteration 34Q: 3 clusters Score -609678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -609681.000000 Penalty: 2866.535156
	Iteration 35Q: 3 clusters Score -609681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -609683.937500 Penalty: 2866.535156
	Iteration 36Q: 3 clusters Score -609683.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -609690.687500 Penalty: 2866.535156
	Iteration 37Q: 3 clusters Score -609690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -609691.375000 Penalty: 2866.535156
	Iteration 38Q: 3 clusters Score -609691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -609692.875000 Penalty: 2866.535156
	Iteration 39Q: 3 clusters Score -609692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -609695.125000 Penalty: 2866.535156
	Iteration 40F: 3 clusters Score -609695.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -609697.062500 Penalty: 2866.535156
	Iteration 41Q: 3 clusters Score -609697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -609696.937500 Penalty: 2866.535156
	Iteration 42Q: 3 clusters Score -609696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -609697.312500 Penalty: 2866.535156
	Iteration 43Q: 3 clusters Score -609697.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -609697.312500 Penalty: 2866.535156
	Iteration 44F: 3 clusters Score -609697.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (221825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221825 members 
Entering Unmasked Estep 
Score: -19903088.000000 Penalty: 2000.317139
	Iteration 0F: 2 clusters Score -1.990309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111494 members 
Mstep: Class 2 contains 110331 members 
Entering Unmasked Estep 
Score: -19759318.000000 Penalty: 4000.634277
	Iteration 0F: 3 clusters Score -1.975932e+07 nChanged 107655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125009 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -19824162.000000 Penalty: 4000.634277
	Iteration 1F: 3 clusters Score -1.982416e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -19827692.000000 Penalty: 4000.634277
	Iteration 2Q: 3 clusters Score -1.982769e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146672 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -19834866.000000 Penalty: 4000.634277
	Iteration 3F: 3 clusters Score -1.983487e+07 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -19848602.000000 Penalty: 4000.634277
	Iteration 4F: 3 clusters Score -1.98486e+07 nChanged 22619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -19868892.000000 Penalty: 4000.634277
	Iteration 5F: 3 clusters Score -1.986889e+07 nChanged 19730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207508 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -19887960.000000 Penalty: 4000.634277
	Iteration 6F: 3 clusters Score -1.988796e+07 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217949 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -19897748.000000 Penalty: 4000.634277
	Iteration 7Q: 3 clusters Score -1.989775e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220994 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19900532.000000 Penalty: 4000.634277
	Iteration 8Q: 3 clusters Score -1.990053e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221581 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19901022.000000 Penalty: 4000.634277
	Iteration 9Q: 3 clusters Score -1.990102e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221674 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19901158.000000 Penalty: 4000.634277
	Iteration 10Q: 3 clusters Score -1.990116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221694 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19901244.000000 Penalty: 4000.634277
	Iteration 11Q: 3 clusters Score -1.990124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221702 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19901266.000000 Penalty: 4000.634277
	Iteration 12Q: 3 clusters Score -1.990127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221705 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19901290.000000 Penalty: 4000.634277
	Iteration 13Q: 3 clusters Score -1.990129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221705 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19901290.000000 Penalty: 4000.634277
	Iteration 14F: 3 clusters Score -1.990129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -874233.937500 Penalty: 1494.207886
	Iteration 0F: 2 clusters Score -874233.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -867176.625000 Penalty: 2988.415771
	Iteration 0F: 3 clusters Score -867176.6 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -869409.125000 Penalty: 2988.415771
	Iteration 1F: 3 clusters Score -869409.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -869610.312500 Penalty: 2988.415771
	Iteration 2F: 3 clusters Score -869610.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -869767.375000 Penalty: 2988.415771
	Iteration 3Q: 3 clusters Score -869767.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -869891.062500 Penalty: 2988.415771
	Iteration 4Q: 3 clusters Score -869891.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -869975.250000 Penalty: 2988.415771
	Iteration 5Q: 3 clusters Score -869975.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -870039.625000 Penalty: 2988.415771
	Iteration 6Q: 3 clusters Score -870039.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -870103.000000 Penalty: 2988.415771
	Iteration 7Q: 3 clusters Score -870103 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -870171.250000 Penalty: 2988.415771
	Iteration 8Q: 3 clusters Score -870171.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -870261.500000 Penalty: 2988.415771
	Iteration 9Q: 3 clusters Score -870261.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -870355.687500 Penalty: 2988.415771
	Iteration 10Q: 3 clusters Score -870355.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -870486.625000 Penalty: 2988.415771
	Iteration 11Q: 3 clusters Score -870486.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -870651.625000 Penalty: 2988.415771
	Iteration 12Q: 3 clusters Score -870651.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -870860.250000 Penalty: 2988.415771
	Iteration 13Q: 3 clusters Score -870860.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -871131.000000 Penalty: 2988.415771
	Iteration 14Q: 3 clusters Score -871131 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -871458.062500 Penalty: 2988.415771
	Iteration 15Q: 3 clusters Score -871458.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -871757.562500 Penalty: 2988.415771
	Iteration 16Q: 3 clusters Score -871757.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -871994.437500 Penalty: 2988.415771
	Iteration 17Q: 3 clusters Score -871994.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -872151.000000 Penalty: 2988.415771
	Iteration 18Q: 3 clusters Score -872151 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -872238.937500 Penalty: 2988.415771
	Iteration 19Q: 3 clusters Score -872238.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -872306.250000 Penalty: 2988.415771
	Iteration 20F: 3 clusters Score -872306.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -872343.875000 Penalty: 2988.415771
	Iteration 21Q: 3 clusters Score -872343.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -872367.625000 Penalty: 2988.415771
	Iteration 22Q: 3 clusters Score -872367.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -872383.937500 Penalty: 2988.415771
	Iteration 23Q: 3 clusters Score -872383.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -872397.312500 Penalty: 2988.415771
	Iteration 24Q: 3 clusters Score -872397.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -872415.062500 Penalty: 2988.415771
	Iteration 25Q: 3 clusters Score -872415.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -872431.250000 Penalty: 2988.415771
	Iteration 26Q: 3 clusters Score -872431.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -872442.562500 Penalty: 2988.415771
	Iteration 27Q: 3 clusters Score -872442.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -872456.062500 Penalty: 2988.415771
	Iteration 28Q: 3 clusters Score -872456.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -872463.000000 Penalty: 2988.415771
	Iteration 29Q: 3 clusters Score -872463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -872468.937500 Penalty: 2988.415771
	Iteration 30Q: 3 clusters Score -872468.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -872484.937500 Penalty: 2988.415771
	Iteration 31Q: 3 clusters Score -872484.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -872496.062500 Penalty: 2988.415771
	Iteration 32Q: 3 clusters Score -872496.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -872506.437500 Penalty: 2988.415771
	Iteration 33Q: 3 clusters Score -872506.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -872519.187500 Penalty: 2988.415771
	Iteration 34Q: 3 clusters Score -872519.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -872528.000000 Penalty: 2988.415771
	Iteration 35Q: 3 clusters Score -872528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -872533.500000 Penalty: 2988.415771
	Iteration 36Q: 3 clusters Score -872533.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -872547.437500 Penalty: 2988.415771
	Iteration 37Q: 3 clusters Score -872547.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -872558.562500 Penalty: 2988.415771
	Iteration 38Q: 3 clusters Score -872558.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -872570.062500 Penalty: 2988.415771
	Iteration 39Q: 3 clusters Score -872570.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -872579.375000 Penalty: 2988.415771
	Iteration 40F: 3 clusters Score -872579.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -872587.562500 Penalty: 2988.415771
	Iteration 41Q: 3 clusters Score -872587.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -872596.562500 Penalty: 2988.415771
	Iteration 42Q: 3 clusters Score -872596.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -872604.000000 Penalty: 2988.415771
	Iteration 43Q: 3 clusters Score -872604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -872607.312500 Penalty: 2988.415771
	Iteration 44Q: 3 clusters Score -872607.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -872613.000000 Penalty: 2988.415771
	Iteration 45Q: 3 clusters Score -872613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -872615.750000 Penalty: 2988.415771
	Iteration 46Q: 3 clusters Score -872615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -872621.625000 Penalty: 2988.415771
	Iteration 47Q: 3 clusters Score -872621.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -872626.250000 Penalty: 2988.415771
	Iteration 48Q: 3 clusters Score -872626.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -872629.187500 Penalty: 2988.415771
	Iteration 49Q: 3 clusters Score -872629.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -872631.437500 Penalty: 2988.415771
	Iteration 50Q: 3 clusters Score -872631.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -872632.687500 Penalty: 2988.415771
	Iteration 51Q: 3 clusters Score -872632.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -872637.625000 Penalty: 2988.415771
	Iteration 52Q: 3 clusters Score -872637.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -872644.125000 Penalty: 2988.415771
	Iteration 53Q: 3 clusters Score -872644.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -872649.562500 Penalty: 2988.415771
	Iteration 54Q: 3 clusters Score -872649.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -872657.187500 Penalty: 2988.415771
	Iteration 55Q: 3 clusters Score -872657.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -872664.187500 Penalty: 2988.415771
	Iteration 56Q: 3 clusters Score -872664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -872672.937500 Penalty: 2988.415771
	Iteration 57Q: 3 clusters Score -872672.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -872692.937500 Penalty: 2988.415771
	Iteration 58Q: 3 clusters Score -872692.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -872713.687500 Penalty: 2988.415771
	Iteration 59Q: 3 clusters Score -872713.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -872729.062500 Penalty: 2988.415771
	Iteration 60F: 3 clusters Score -872729.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -872739.062500 Penalty: 2988.415771
	Iteration 61Q: 3 clusters Score -872739.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -872744.375000 Penalty: 2988.415771
	Iteration 62Q: 3 clusters Score -872744.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -872756.062500 Penalty: 2988.415771
	Iteration 63Q: 3 clusters Score -872756.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -872769.125000 Penalty: 2988.415771
	Iteration 64Q: 3 clusters Score -872769.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -872772.875000 Penalty: 2988.415771
	Iteration 65Q: 3 clusters Score -872772.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -872777.750000 Penalty: 2988.415771
	Iteration 66Q: 3 clusters Score -872777.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -872784.937500 Penalty: 2988.415771
	Iteration 67Q: 3 clusters Score -872784.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -872795.250000 Penalty: 2988.415771
	Iteration 68Q: 3 clusters Score -872795.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -872800.312500 Penalty: 2988.415771
	Iteration 69Q: 3 clusters Score -872800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -872801.875000 Penalty: 2988.415771
	Iteration 70Q: 3 clusters Score -872801.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -872805.312500 Penalty: 2988.415771
	Iteration 71Q: 3 clusters Score -872805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -872805.687500 Penalty: 2988.415771
	Iteration 72Q: 3 clusters Score -872805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -872807.000000 Penalty: 2988.415771
	Iteration 73Q: 3 clusters Score -872807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -872806.375000 Penalty: 2988.415771
	Iteration 74Q: 3 clusters Score -872806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -872808.250000 Penalty: 2988.415771
	Iteration 75Q: 3 clusters Score -872808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -872814.312500 Penalty: 2988.415771
	Iteration 76Q: 3 clusters Score -872814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -872821.937500 Penalty: 2988.415771
	Iteration 77Q: 3 clusters Score -872821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -872822.125000 Penalty: 2988.415771
	Iteration 78Q: 3 clusters Score -872822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -872822.375000 Penalty: 2988.415771
	Iteration 79Q: 3 clusters Score -872822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -872823.125000 Penalty: 2988.415771
	Iteration 80F: 3 clusters Score -872823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -872824.250000 Penalty: 2988.415771
	Iteration 81Q: 3 clusters Score -872824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -872824.750000 Penalty: 2988.415771
	Iteration 82Q: 3 clusters Score -872824.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -872829.250000 Penalty: 2988.415771
	Iteration 83Q: 3 clusters Score -872829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -872827.937500 Penalty: 2988.415771
	Iteration 84Q: 3 clusters Score -872827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -872830.000000 Penalty: 2988.415771
	Iteration 85Q: 3 clusters Score -872830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -872832.937500 Penalty: 2988.415771
	Iteration 86Q: 3 clusters Score -872832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -872834.250000 Penalty: 2988.415771
	Iteration 87Q: 3 clusters Score -872834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -872836.500000 Penalty: 2988.415771
	Iteration 88Q: 3 clusters Score -872836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -872838.187500 Penalty: 2988.415771
	Iteration 89Q: 3 clusters Score -872838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -872839.187500 Penalty: 2988.415771
	Iteration 90Q: 3 clusters Score -872839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -872837.125000 Penalty: 2988.415771
	Iteration 91Q: 3 clusters Score -872837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -872838.312500 Penalty: 2988.415771
	Iteration 92Q: 3 clusters Score -872838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -872838.312500 Penalty: 2988.415771
	Iteration 93F: 3 clusters Score -872838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Entering Unmasked Estep 
Score: -1640963.625000 Penalty: 1594.597290
	Iteration 0F: 2 clusters Score -1640964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1628254.625000 Penalty: 3189.194580
	Iteration 0F: 3 clusters Score -1628255 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1632832.375000 Penalty: 3189.194580
	Iteration 1F: 3 clusters Score -1632832 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1633119.750000 Penalty: 3189.194580
	Iteration 2Q: 3 clusters Score -1633120 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1633381.000000 Penalty: 3189.194580
	Iteration 3Q: 3 clusters Score -1633381 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1633626.125000 Penalty: 3189.194580
	Iteration 4Q: 3 clusters Score -1633626 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1633911.125000 Penalty: 3189.194580
	Iteration 5Q: 3 clusters Score -1633911 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1634253.375000 Penalty: 3189.194580
	Iteration 6Q: 3 clusters Score -1634253 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1634725.875000 Penalty: 3189.194580
	Iteration 7Q: 3 clusters Score -1634726 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1635419.750000 Penalty: 3189.194580
	Iteration 8Q: 3 clusters Score -1635420 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1636238.375000 Penalty: 3189.194580
	Iteration 9F: 3 clusters Score -1636238 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1636979.250000 Penalty: 3189.194580
	Iteration 10F: 3 clusters Score -1636979 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1637535.875000 Penalty: 3189.194580
	Iteration 11Q: 3 clusters Score -1637536 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1637837.500000 Penalty: 3189.194580
	Iteration 12Q: 3 clusters Score -1637838 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1638048.875000 Penalty: 3189.194580
	Iteration 13Q: 3 clusters Score -1638049 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1638198.750000 Penalty: 3189.194580
	Iteration 14Q: 3 clusters Score -1638199 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1638325.875000 Penalty: 3189.194580
	Iteration 15Q: 3 clusters Score -1638326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1638450.125000 Penalty: 3189.194580
	Iteration 16Q: 3 clusters Score -1638450 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1638585.125000 Penalty: 3189.194580
	Iteration 17Q: 3 clusters Score -1638585 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1638686.125000 Penalty: 3189.194580
	Iteration 18Q: 3 clusters Score -1638686 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1638789.375000 Penalty: 3189.194580
	Iteration 19Q: 3 clusters Score -1638789 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1638882.250000 Penalty: 3189.194580
	Iteration 20F: 3 clusters Score -1638882 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1638957.250000 Penalty: 3189.194580
	Iteration 21Q: 3 clusters Score -1638957 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1639031.375000 Penalty: 3189.194580
	Iteration 22Q: 3 clusters Score -1639031 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1639098.125000 Penalty: 3189.194580
	Iteration 23Q: 3 clusters Score -1639098 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1639150.250000 Penalty: 3189.194580
	Iteration 24Q: 3 clusters Score -1639150 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1639194.875000 Penalty: 3189.194580
	Iteration 25Q: 3 clusters Score -1639195 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1639244.125000 Penalty: 3189.194580
	Iteration 26Q: 3 clusters Score -1639244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1639309.125000 Penalty: 3189.194580
	Iteration 27Q: 3 clusters Score -1639309 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1639361.625000 Penalty: 3189.194580
	Iteration 28Q: 3 clusters Score -1639362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1639412.000000 Penalty: 3189.194580
	Iteration 29Q: 3 clusters Score -1639412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1639460.250000 Penalty: 3189.194580
	Iteration 30Q: 3 clusters Score -1639460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1639495.125000 Penalty: 3189.194580
	Iteration 31Q: 3 clusters Score -1639495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1639514.125000 Penalty: 3189.194580
	Iteration 32Q: 3 clusters Score -1639514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1639527.750000 Penalty: 3189.194580
	Iteration 33Q: 3 clusters Score -1639528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1639535.500000 Penalty: 3189.194580
	Iteration 34Q: 3 clusters Score -1639536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1639543.000000 Penalty: 3189.194580
	Iteration 35Q: 3 clusters Score -1639543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1639561.375000 Penalty: 3189.194580
	Iteration 36Q: 3 clusters Score -1639561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1639564.625000 Penalty: 3189.194580
	Iteration 37Q: 3 clusters Score -1639565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1639565.000000 Penalty: 3189.194580
	Iteration 38Q: 3 clusters Score -1639565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1639566.875000 Penalty: 3189.194580
	Iteration 39Q: 3 clusters Score -1639567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1639571.625000 Penalty: 3189.194580
	Iteration 40F: 3 clusters Score -1639572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1639571.625000 Penalty: 3189.194580
	Iteration 41Q: 3 clusters Score -1639572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1639572.125000 Penalty: 3189.194580
	Iteration 42Q: 3 clusters Score -1639572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1639570.875000 Penalty: 3189.194580
	Iteration 43Q: 3 clusters Score -1639571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1639574.125000 Penalty: 3189.194580
	Iteration 44Q: 3 clusters Score -1639574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1639574.125000 Penalty: 3189.194580
	Iteration 45Q: 3 clusters Score -1639574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1639577.000000 Penalty: 3189.194580
	Iteration 46Q: 3 clusters Score -1639577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1639575.250000 Penalty: 3189.194580
	Iteration 47Q: 3 clusters Score -1639575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1639576.750000 Penalty: 3189.194580
	Iteration 48Q: 3 clusters Score -1639577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1639581.250000 Penalty: 3189.194580
	Iteration 49Q: 3 clusters Score -1639581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1639586.750000 Penalty: 3189.194580
	Iteration 50Q: 3 clusters Score -1639587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1639593.625000 Penalty: 3189.194580
	Iteration 51Q: 3 clusters Score -1639594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1639598.500000 Penalty: 3189.194580
	Iteration 52Q: 3 clusters Score -1639598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1639605.625000 Penalty: 3189.194580
	Iteration 53Q: 3 clusters Score -1639606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1639612.125000 Penalty: 3189.194580
	Iteration 54Q: 3 clusters Score -1639612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1639617.875000 Penalty: 3189.194580
	Iteration 55Q: 3 clusters Score -1639618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1639630.500000 Penalty: 3189.194580
	Iteration 56Q: 3 clusters Score -1639630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1639631.000000 Penalty: 3189.194580
	Iteration 57Q: 3 clusters Score -1639631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1639635.750000 Penalty: 3189.194580
	Iteration 58Q: 3 clusters Score -1639636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1639640.375000 Penalty: 3189.194580
	Iteration 59Q: 3 clusters Score -1639640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1639638.625000 Penalty: 3189.194580
	Iteration 60F: 3 clusters Score -1639639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1639637.625000 Penalty: 3189.194580
	Iteration 61Q: 3 clusters Score -1639638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1639638.250000 Penalty: 3189.194580
	Iteration 62Q: 3 clusters Score -1639638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1639637.625000 Penalty: 3189.194580
	Iteration 63Q: 3 clusters Score -1639638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1639637.125000 Penalty: 3189.194580
	Iteration 64Q: 3 clusters Score -1639637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1639640.750000 Penalty: 3189.194580
	Iteration 65Q: 3 clusters Score -1639641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1639640.750000 Penalty: 3189.194580
	Iteration 66F: 3 clusters Score -1639641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -165862.625000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -165862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -163764.093750 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -163764.1 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -164196.015625 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -164196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -164314.937500 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -164314.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -164399.125000 Penalty: 2468.664307
	Iteration 3Q: 3 clusters Score -164399.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -164501.921875 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -164501.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164626.515625 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -164626.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -164770.453125 Penalty: 2468.664307
	Iteration 6F: 3 clusters Score -164770.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -164900.609375 Penalty: 2468.664307
	Iteration 7F: 3 clusters Score -164900.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -165013.265625 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -165013.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -165099.546875 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -165099.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -165152.875000 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -165152.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -165185.234375 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -165185.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -165213.421875 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -165213.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -165232.000000 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -165232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -165243.437500 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -165243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -165250.250000 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -165250.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -165255.421875 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -165255.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -165261.000000 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -165261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -165265.343750 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -165265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -165268.750000 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -165268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -165272.750000 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -165272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -165274.671875 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -165274.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -165274.734375 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -165274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -165274.734375 Penalty: 2468.664307
	Iteration 23F: 3 clusters Score -165274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Entering Unmasked Estep 
Score: -1154467.625000 Penalty: 1539.364502
	Iteration 0F: 2 clusters Score -1154468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1145302.000000 Penalty: 3078.729004
	Iteration 0F: 3 clusters Score -1145302 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1148388.125000 Penalty: 3078.729004
	Iteration 1F: 3 clusters Score -1148388 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1148617.750000 Penalty: 3078.729004
	Iteration 2F: 3 clusters Score -1148618 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1148807.375000 Penalty: 3078.729004
	Iteration 3Q: 3 clusters Score -1148807 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1148990.875000 Penalty: 3078.729004
	Iteration 4Q: 3 clusters Score -1148991 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1149149.250000 Penalty: 3078.729004
	Iteration 5Q: 3 clusters Score -1149149 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1149310.000000 Penalty: 3078.729004
	Iteration 6Q: 3 clusters Score -1149310 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1149512.375000 Penalty: 3078.729004
	Iteration 7Q: 3 clusters Score -1149512 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1149781.500000 Penalty: 3078.729004
	Iteration 8Q: 3 clusters Score -1149782 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1150119.250000 Penalty: 3078.729004
	Iteration 9Q: 3 clusters Score -1150119 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1150553.875000 Penalty: 3078.729004
	Iteration 10Q: 3 clusters Score -1150554 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1151047.500000 Penalty: 3078.729004
	Iteration 11F: 3 clusters Score -1151048 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1151490.250000 Penalty: 3078.729004
	Iteration 12Q: 3 clusters Score -1151490 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1151842.000000 Penalty: 3078.729004
	Iteration 13Q: 3 clusters Score -1151842 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1152080.875000 Penalty: 3078.729004
	Iteration 14Q: 3 clusters Score -1152081 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1152234.375000 Penalty: 3078.729004
	Iteration 15Q: 3 clusters Score -1152234 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1152339.000000 Penalty: 3078.729004
	Iteration 16Q: 3 clusters Score -1152339 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1152425.625000 Penalty: 3078.729004
	Iteration 17Q: 3 clusters Score -1152426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1152515.375000 Penalty: 3078.729004
	Iteration 18Q: 3 clusters Score -1152515 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1152583.750000 Penalty: 3078.729004
	Iteration 19Q: 3 clusters Score -1152584 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1152653.750000 Penalty: 3078.729004
	Iteration 20F: 3 clusters Score -1152654 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1152704.750000 Penalty: 3078.729004
	Iteration 21Q: 3 clusters Score -1152705 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1152741.375000 Penalty: 3078.729004
	Iteration 22Q: 3 clusters Score -1152741 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1152779.375000 Penalty: 3078.729004
	Iteration 23Q: 3 clusters Score -1152779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1152807.125000 Penalty: 3078.729004
	Iteration 24Q: 3 clusters Score -1152807 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1152833.750000 Penalty: 3078.729004
	Iteration 25Q: 3 clusters Score -1152834 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1152852.375000 Penalty: 3078.729004
	Iteration 26Q: 3 clusters Score -1152852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1152868.125000 Penalty: 3078.729004
	Iteration 27Q: 3 clusters Score -1152868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1152880.375000 Penalty: 3078.729004
	Iteration 28Q: 3 clusters Score -1152880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1152892.125000 Penalty: 3078.729004
	Iteration 29Q: 3 clusters Score -1152892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1152901.875000 Penalty: 3078.729004
	Iteration 30Q: 3 clusters Score -1152902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1152915.250000 Penalty: 3078.729004
	Iteration 31Q: 3 clusters Score -1152915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1152922.500000 Penalty: 3078.729004
	Iteration 32Q: 3 clusters Score -1152922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1152935.375000 Penalty: 3078.729004
	Iteration 33Q: 3 clusters Score -1152935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1152946.625000 Penalty: 3078.729004
	Iteration 34Q: 3 clusters Score -1152947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1152954.250000 Penalty: 3078.729004
	Iteration 35Q: 3 clusters Score -1152954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1152961.875000 Penalty: 3078.729004
	Iteration 36Q: 3 clusters Score -1152962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1152969.000000 Penalty: 3078.729004
	Iteration 37Q: 3 clusters Score -1152969 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1152983.625000 Penalty: 3078.729004
	Iteration 38Q: 3 clusters Score -1152984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1152995.250000 Penalty: 3078.729004
	Iteration 39Q: 3 clusters Score -1152995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1152999.125000 Penalty: 3078.729004
	Iteration 40F: 3 clusters Score -1152999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1153004.750000 Penalty: 3078.729004
	Iteration 41Q: 3 clusters Score -1153005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1153008.250000 Penalty: 3078.729004
	Iteration 42Q: 3 clusters Score -1153008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1153012.250000 Penalty: 3078.729004
	Iteration 43Q: 3 clusters Score -1153012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1153010.625000 Penalty: 3078.729004
	Iteration 44Q: 3 clusters Score -1153011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1153016.750000 Penalty: 3078.729004
	Iteration 45Q: 3 clusters Score -1153017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1153021.750000 Penalty: 3078.729004
	Iteration 46Q: 3 clusters Score -1153022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1153026.500000 Penalty: 3078.729004
	Iteration 47Q: 3 clusters Score -1153026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1153026.750000 Penalty: 3078.729004
	Iteration 48Q: 3 clusters Score -1153027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1153027.750000 Penalty: 3078.729004
	Iteration 49Q: 3 clusters Score -1153028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1153028.750000 Penalty: 3078.729004
	Iteration 50Q: 3 clusters Score -1153029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1153028.125000 Penalty: 3078.729004
	Iteration 51Q: 3 clusters Score -1153028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1153030.250000 Penalty: 3078.729004
	Iteration 52Q: 3 clusters Score -1153030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1153031.125000 Penalty: 3078.729004
	Iteration 53Q: 3 clusters Score -1153031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1153030.125000 Penalty: 3078.729004
	Iteration 54Q: 3 clusters Score -1153030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1153030.125000 Penalty: 3078.729004
	Iteration 55Q: 3 clusters Score -1153030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1153031.875000 Penalty: 3078.729004
	Iteration 56Q: 3 clusters Score -1153032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1153030.625000 Penalty: 3078.729004
	Iteration 57Q: 3 clusters Score -1153031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1153033.125000 Penalty: 3078.729004
	Iteration 58Q: 3 clusters Score -1153033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1153034.750000 Penalty: 3078.729004
	Iteration 59Q: 3 clusters Score -1153035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1153034.625000 Penalty: 3078.729004
	Iteration 60F: 3 clusters Score -1153035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1153038.500000 Penalty: 3078.729004
	Iteration 61Q: 3 clusters Score -1153038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1153040.500000 Penalty: 3078.729004
	Iteration 62Q: 3 clusters Score -1153040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1153041.250000 Penalty: 3078.729004
	Iteration 63Q: 3 clusters Score -1153041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1153042.250000 Penalty: 3078.729004
	Iteration 64Q: 3 clusters Score -1153042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1153043.125000 Penalty: 3078.729004
	Iteration 65Q: 3 clusters Score -1153043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1153044.000000 Penalty: 3078.729004
	Iteration 66Q: 3 clusters Score -1153044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1153046.125000 Penalty: 3078.729004
	Iteration 67Q: 3 clusters Score -1153046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1153045.125000 Penalty: 3078.729004
	Iteration 68Q: 3 clusters Score -1153045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1153046.375000 Penalty: 3078.729004
	Iteration 69Q: 3 clusters Score -1153046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1153042.875000 Penalty: 3078.729004
	Iteration 70Q: 3 clusters Score -1153043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1153043.750000 Penalty: 3078.729004
	Iteration 71Q: 3 clusters Score -1153044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1153043.125000 Penalty: 3078.729004
	Iteration 72Q: 3 clusters Score -1153043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1153044.625000 Penalty: 3078.729004
	Iteration 73Q: 3 clusters Score -1153045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1153046.750000 Penalty: 3078.729004
	Iteration 74Q: 3 clusters Score -1153047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1153048.750000 Penalty: 3078.729004
	Iteration 75Q: 3 clusters Score -1153049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1153052.250000 Penalty: 3078.729004
	Iteration 76Q: 3 clusters Score -1153052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1153050.625000 Penalty: 3078.729004
	Iteration 77Q: 3 clusters Score -1153051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1153053.625000 Penalty: 3078.729004
	Iteration 78Q: 3 clusters Score -1153054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1153055.500000 Penalty: 3078.729004
	Iteration 79Q: 3 clusters Score -1153056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1153058.875000 Penalty: 3078.729004
	Iteration 80F: 3 clusters Score -1153059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1153062.125000 Penalty: 3078.729004
	Iteration 81Q: 3 clusters Score -1153062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1153062.500000 Penalty: 3078.729004
	Iteration 82Q: 3 clusters Score -1153062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1153068.125000 Penalty: 3078.729004
	Iteration 83Q: 3 clusters Score -1153068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1153070.875000 Penalty: 3078.729004
	Iteration 84Q: 3 clusters Score -1153071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1153079.000000 Penalty: 3078.729004
	Iteration 85Q: 3 clusters Score -1153079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1153086.250000 Penalty: 3078.729004
	Iteration 86Q: 3 clusters Score -1153086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1153090.625000 Penalty: 3078.729004
	Iteration 87Q: 3 clusters Score -1153091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1153091.250000 Penalty: 3078.729004
	Iteration 88Q: 3 clusters Score -1153091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1153097.250000 Penalty: 3078.729004
	Iteration 89Q: 3 clusters Score -1153097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1153101.000000 Penalty: 3078.729004
	Iteration 90Q: 3 clusters Score -1153101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1153106.125000 Penalty: 3078.729004
	Iteration 91Q: 3 clusters Score -1153106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1153111.875000 Penalty: 3078.729004
	Iteration 92Q: 3 clusters Score -1153112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1153111.375000 Penalty: 3078.729004
	Iteration 93Q: 3 clusters Score -1153111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1153114.625000 Penalty: 3078.729004
	Iteration 94Q: 3 clusters Score -1153115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1153117.250000 Penalty: 3078.729004
	Iteration 95Q: 3 clusters Score -1153117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1153121.250000 Penalty: 3078.729004
	Iteration 96Q: 3 clusters Score -1153121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1153122.875000 Penalty: 3078.729004
	Iteration 97Q: 3 clusters Score -1153123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1153128.375000 Penalty: 3078.729004
	Iteration 98Q: 3 clusters Score -1153128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1153132.750000 Penalty: 3078.729004
	Iteration 99Q: 3 clusters Score -1153133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1153133.625000 Penalty: 3078.729004
	Iteration 100F: 3 clusters Score -1153134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1153136.000000 Penalty: 3078.729004
	Iteration 101Q: 3 clusters Score -1153136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1153138.125000 Penalty: 3078.729004
	Iteration 102Q: 3 clusters Score -1153138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1153137.875000 Penalty: 3078.729004
	Iteration 103Q: 3 clusters Score -1153138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1153141.125000 Penalty: 3078.729004
	Iteration 104Q: 3 clusters Score -1153141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1153140.875000 Penalty: 3078.729004
	Iteration 105Q: 3 clusters Score -1153141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1153143.000000 Penalty: 3078.729004
	Iteration 106Q: 3 clusters Score -1153143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1153142.750000 Penalty: 3078.729004
	Iteration 107Q: 3 clusters Score -1153143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1153142.875000 Penalty: 3078.729004
	Iteration 108Q: 3 clusters Score -1153143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1153142.875000 Penalty: 3078.729004
	Iteration 109F: 3 clusters Score -1153143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -188178.500000 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -188178.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -186041.875000 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -186041.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -186466.234375 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -186466.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -186589.593750 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -186589.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -186670.046875 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -186670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -186722.687500 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -186722.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -186758.437500 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -186758.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -186783.250000 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -186783.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -186799.796875 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -186799.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -186813.937500 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -186813.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -186830.625000 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -186830.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -186848.500000 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -186848.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -186870.312500 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -186870.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -186886.546875 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -186886.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -186901.203125 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -186901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -186914.781250 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -186914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -186931.484375 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -186931.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -186945.562500 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -186945.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -186957.437500 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -186957.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -186969.687500 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -186969.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -186979.578125 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -186979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -186983.296875 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -186983.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -186988.171875 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -186988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -186991.453125 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -186991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -186991.875000 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -186991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -186993.390625 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -186993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -186995.578125 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -186995.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -186998.750000 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -186998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -187001.984375 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -187002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -187002.859375 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -187002.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -187004.000000 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -187004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -187006.031250 Penalty: 2481.002441
	Iteration 30Q: 3 clusters Score -187006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -187007.046875 Penalty: 2481.002441
	Iteration 31Q: 3 clusters Score -187007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -187007.484375 Penalty: 2481.002441
	Iteration 32Q: 3 clusters Score -187007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -187007.484375 Penalty: 2481.002441
	Iteration 33F: 3 clusters Score -187007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143349 members 
Entering Unmasked Estep 
Score: -12405212.000000 Penalty: 1929.368530
	Iteration 0F: 2 clusters Score -1.240521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -12308795.000000 Penalty: 3858.737061
	Iteration 0F: 3 clusters Score -1.23088e+07 nChanged 68924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -12348958.000000 Penalty: 3858.737061
	Iteration 1F: 3 clusters Score -1.234896e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -12349562.000000 Penalty: 3858.737061
	Iteration 2Q: 3 clusters Score -1.234956e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -12350149.000000 Penalty: 3858.737061
	Iteration 3Q: 3 clusters Score -1.235015e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -12350919.000000 Penalty: 3858.737061
	Iteration 4Q: 3 clusters Score -1.235092e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -12351933.000000 Penalty: 3858.737061
	Iteration 5Q: 3 clusters Score -1.235193e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -12352986.000000 Penalty: 3858.737061
	Iteration 6Q: 3 clusters Score -1.235299e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70137 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -12354268.000000 Penalty: 3858.737061
	Iteration 7Q: 3 clusters Score -1.235427e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -12355957.000000 Penalty: 3858.737061
	Iteration 8Q: 3 clusters Score -1.235596e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 74714 members 
Entering Unmasked Estep 
Score: -12358099.000000 Penalty: 3858.737061
	Iteration 9Q: 3 clusters Score -1.23581e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -12360878.000000 Penalty: 3858.737061
	Iteration 10Q: 3 clusters Score -1.236088e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -12364257.000000 Penalty: 3858.737061
	Iteration 11Q: 3 clusters Score -1.236426e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -12368463.000000 Penalty: 3858.737061
	Iteration 12F: 3 clusters Score -1.236846e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -12373001.000000 Penalty: 3858.737061
	Iteration 13F: 3 clusters Score -1.2373e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -12376694.000000 Penalty: 3858.737061
	Iteration 14Q: 3 clusters Score -1.237669e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -12378193.000000 Penalty: 3858.737061
	Iteration 15Q: 3 clusters Score -1.237819e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -12378890.000000 Penalty: 3858.737061
	Iteration 16Q: 3 clusters Score -1.237889e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -12379168.000000 Penalty: 3858.737061
	Iteration 17Q: 3 clusters Score -1.237917e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -12379321.000000 Penalty: 3858.737061
	Iteration 18Q: 3 clusters Score -1.237932e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -12379411.000000 Penalty: 3858.737061
	Iteration 19Q: 3 clusters Score -1.237941e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -12379587.000000 Penalty: 3858.737061
	Iteration 20F: 3 clusters Score -1.237959e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -12379748.000000 Penalty: 3858.737061
	Iteration 21Q: 3 clusters Score -1.237975e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -12379938.000000 Penalty: 3858.737061
	Iteration 22Q: 3 clusters Score -1.237994e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -12380064.000000 Penalty: 3858.737061
	Iteration 23Q: 3 clusters Score -1.238006e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -12380267.000000 Penalty: 3858.737061
	Iteration 24Q: 3 clusters Score -1.238027e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -12380514.000000 Penalty: 3858.737061
	Iteration 25Q: 3 clusters Score -1.238051e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -12380684.000000 Penalty: 3858.737061
	Iteration 26Q: 3 clusters Score -1.238068e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -12380983.000000 Penalty: 3858.737061
	Iteration 27Q: 3 clusters Score -1.238098e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -12381252.000000 Penalty: 3858.737061
	Iteration 28Q: 3 clusters Score -1.238125e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -12381628.000000 Penalty: 3858.737061
	Iteration 29Q: 3 clusters Score -1.238163e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -12382017.000000 Penalty: 3858.737061
	Iteration 30Q: 3 clusters Score -1.238202e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -12382509.000000 Penalty: 3858.737061
	Iteration 31Q: 3 clusters Score -1.238251e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -12383038.000000 Penalty: 3858.737061
	Iteration 32Q: 3 clusters Score -1.238304e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -12383596.000000 Penalty: 3858.737061
	Iteration 33Q: 3 clusters Score -1.23836e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -12384478.000000 Penalty: 3858.737061
	Iteration 34Q: 3 clusters Score -1.238448e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 107992 members 
Entering Unmasked Estep 
Score: -12385346.000000 Penalty: 3858.737061
	Iteration 35Q: 3 clusters Score -1.238535e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -12386486.000000 Penalty: 3858.737061
	Iteration 36Q: 3 clusters Score -1.238649e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 113454 members 
Entering Unmasked Estep 
Score: -12387724.000000 Penalty: 3858.737061
	Iteration 37Q: 3 clusters Score -1.238772e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -12389097.000000 Penalty: 3858.737061
	Iteration 38Q: 3 clusters Score -1.23891e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 118912 members 
Entering Unmasked Estep 
Score: -12390496.000000 Penalty: 3858.737061
	Iteration 39Q: 3 clusters Score -1.23905e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 121535 members 
Entering Unmasked Estep 
Score: -12391922.000000 Penalty: 3858.737061
	Iteration 40F: 3 clusters Score -1.239192e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 123870 members 
Entering Unmasked Estep 
Score: -12393324.000000 Penalty: 3858.737061
	Iteration 41Q: 3 clusters Score -1.239332e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 126082 members 
Entering Unmasked Estep 
Score: -12394567.000000 Penalty: 3858.737061
	Iteration 42Q: 3 clusters Score -1.239457e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 128030 members 
Entering Unmasked Estep 
Score: -12395813.000000 Penalty: 3858.737061
	Iteration 43Q: 3 clusters Score -1.239581e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 129709 members 
Entering Unmasked Estep 
Score: -12396833.000000 Penalty: 3858.737061
	Iteration 44Q: 3 clusters Score -1.239683e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -12397666.000000 Penalty: 3858.737061
	Iteration 45Q: 3 clusters Score -1.239767e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 132408 members 
Entering Unmasked Estep 
Score: -12398356.000000 Penalty: 3858.737061
	Iteration 46Q: 3 clusters Score -1.239836e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 133504 members 
Entering Unmasked Estep 
Score: -12398953.000000 Penalty: 3858.737061
	Iteration 47Q: 3 clusters Score -1.239895e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -12399498.000000 Penalty: 3858.737061
	Iteration 48Q: 3 clusters Score -1.23995e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 135491 members 
Entering Unmasked Estep 
Score: -12399992.000000 Penalty: 3858.737061
	Iteration 49Q: 3 clusters Score -1.239999e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -12400451.000000 Penalty: 3858.737061
	Iteration 50Q: 3 clusters Score -1.240045e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 137109 members 
Entering Unmasked Estep 
Score: -12400845.000000 Penalty: 3858.737061
	Iteration 51Q: 3 clusters Score -1.240084e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -12401154.000000 Penalty: 3858.737061
	Iteration 52Q: 3 clusters Score -1.240115e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 138325 members 
Entering Unmasked Estep 
Score: -12401404.000000 Penalty: 3858.737061
	Iteration 53Q: 3 clusters Score -1.24014e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 138846 members 
Entering Unmasked Estep 
Score: -12401595.000000 Penalty: 3858.737061
	Iteration 54Q: 3 clusters Score -1.24016e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 139297 members 
Entering Unmasked Estep 
Score: -12401784.000000 Penalty: 3858.737061
	Iteration 55Q: 3 clusters Score -1.240178e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 139739 members 
Entering Unmasked Estep 
Score: -12401981.000000 Penalty: 3858.737061
	Iteration 56Q: 3 clusters Score -1.240198e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -12402199.000000 Penalty: 3858.737061
	Iteration 57Q: 3 clusters Score -1.24022e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -12402368.000000 Penalty: 3858.737061
	Iteration 58Q: 3 clusters Score -1.240237e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 140857 members 
Entering Unmasked Estep 
Score: -12402527.000000 Penalty: 3858.737061
	Iteration 59Q: 3 clusters Score -1.240253e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 141149 members 
Entering Unmasked Estep 
Score: -12402652.000000 Penalty: 3858.737061
	Iteration 60F: 3 clusters Score -1.240265e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 141405 members 
Entering Unmasked Estep 
Score: -12402795.000000 Penalty: 3858.737061
	Iteration 61Q: 3 clusters Score -1.24028e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 141619 members 
Entering Unmasked Estep 
Score: -12402906.000000 Penalty: 3858.737061
	Iteration 62Q: 3 clusters Score -1.240291e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -12402969.000000 Penalty: 3858.737061
	Iteration 63Q: 3 clusters Score -1.240297e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 141967 members 
Entering Unmasked Estep 
Score: -12403011.000000 Penalty: 3858.737061
	Iteration 64Q: 3 clusters Score -1.240301e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -12403111.000000 Penalty: 3858.737061
	Iteration 65Q: 3 clusters Score -1.240311e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -12403180.000000 Penalty: 3858.737061
	Iteration 66Q: 3 clusters Score -1.240318e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 142381 members 
Entering Unmasked Estep 
Score: -12403242.000000 Penalty: 3858.737061
	Iteration 67Q: 3 clusters Score -1.240324e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -12403307.000000 Penalty: 3858.737061
	Iteration 68Q: 3 clusters Score -1.240331e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 142572 members 
Entering Unmasked Estep 
Score: -12403343.000000 Penalty: 3858.737061
	Iteration 69Q: 3 clusters Score -1.240334e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 142628 members 
Entering Unmasked Estep 
Score: -12403372.000000 Penalty: 3858.737061
	Iteration 70Q: 3 clusters Score -1.240337e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -12403427.000000 Penalty: 3858.737061
	Iteration 71Q: 3 clusters Score -1.240343e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 142719 members 
Entering Unmasked Estep 
Score: -12403448.000000 Penalty: 3858.737061
	Iteration 72Q: 3 clusters Score -1.240345e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -12403461.000000 Penalty: 3858.737061
	Iteration 73Q: 3 clusters Score -1.240346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 142775 members 
Entering Unmasked Estep 
Score: -12403477.000000 Penalty: 3858.737061
	Iteration 74Q: 3 clusters Score -1.240348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 142790 members 
Entering Unmasked Estep 
Score: -12403477.000000 Penalty: 3858.737061
	Iteration 75Q: 3 clusters Score -1.240348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 142811 members 
Entering Unmasked Estep 
Score: -12403494.000000 Penalty: 3858.737061
	Iteration 76Q: 3 clusters Score -1.240349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 142826 members 
Entering Unmasked Estep 
Score: -12403499.000000 Penalty: 3858.737061
	Iteration 77Q: 3 clusters Score -1.24035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 142842 members 
Entering Unmasked Estep 
Score: -12403511.000000 Penalty: 3858.737061
	Iteration 78Q: 3 clusters Score -1.240351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 142852 members 
Entering Unmasked Estep 
Score: -12403502.000000 Penalty: 3858.737061
	Iteration 79Q: 3 clusters Score -1.24035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -12403511.000000 Penalty: 3858.737061
	Iteration 80F: 3 clusters Score -1.240351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 142867 members 
Entering Unmasked Estep 
Score: -12403518.000000 Penalty: 3858.737061
	Iteration 81Q: 3 clusters Score -1.240352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -12403523.000000 Penalty: 3858.737061
	Iteration 82Q: 3 clusters Score -1.240352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -12403516.000000 Penalty: 3858.737061
	Iteration 83Q: 3 clusters Score -1.240352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 142876 members 
Entering Unmasked Estep 
Score: -12403522.000000 Penalty: 3858.737061
	Iteration 84Q: 3 clusters Score -1.240352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -12403524.000000 Penalty: 3858.737061
	Iteration 85Q: 3 clusters Score -1.240352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 142878 members 
Entering Unmasked Estep 
Score: -12403525.000000 Penalty: 3858.737061
	Iteration 86Q: 3 clusters Score -1.240352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 142881 members 
Entering Unmasked Estep 
Score: -12403542.000000 Penalty: 3858.737061
	Iteration 87Q: 3 clusters Score -1.240354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 142885 members 
Entering Unmasked Estep 
Score: -12403546.000000 Penalty: 3858.737061
	Iteration 88Q: 3 clusters Score -1.240355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 142887 members 
Entering Unmasked Estep 
Score: -12403547.000000 Penalty: 3858.737061
	Iteration 89Q: 3 clusters Score -1.240355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 142889 members 
Entering Unmasked Estep 
Score: -12403554.000000 Penalty: 3858.737061
	Iteration 90Q: 3 clusters Score -1.240355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -12403548.000000 Penalty: 3858.737061
	Iteration 91Q: 3 clusters Score -1.240355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -12403545.000000 Penalty: 3858.737061
	Iteration 92Q: 3 clusters Score -1.240354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 142896 members 
Entering Unmasked Estep 
Score: -12403546.000000 Penalty: 3858.737061
	Iteration 93Q: 3 clusters Score -1.240355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 142894 members 
Entering Unmasked Estep 
Score: -12403550.000000 Penalty: 3858.737061
	Iteration 94Q: 3 clusters Score -1.240355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -12403553.000000 Penalty: 3858.737061
	Iteration 95Q: 3 clusters Score -1.240355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -12403549.000000 Penalty: 3858.737061
	Iteration 96Q: 3 clusters Score -1.240355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 142904 members 
Entering Unmasked Estep 
Score: -12403552.000000 Penalty: 3858.737061
	Iteration 97Q: 3 clusters Score -1.240355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 142909 members 
Entering Unmasked Estep 
Score: -12403561.000000 Penalty: 3858.737061
	Iteration 98Q: 3 clusters Score -1.240356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 142917 members 
Entering Unmasked Estep 
Score: -12403560.000000 Penalty: 3858.737061
	Iteration 99Q: 3 clusters Score -1.240356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 142924 members 
Entering Unmasked Estep 
Score: -12403557.000000 Penalty: 3858.737061
	Iteration 100F: 3 clusters Score -1.240356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -12403561.000000 Penalty: 3858.737061
	Iteration 101Q: 3 clusters Score -1.240356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
Score: -12403562.000000 Penalty: 3858.737061
	Iteration 102Q: 3 clusters Score -1.240356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -12403564.000000 Penalty: 3858.737061
	Iteration 103Q: 3 clusters Score -1.240356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -12403575.000000 Penalty: 3858.737061
	Iteration 104Q: 3 clusters Score -1.240358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -12403572.000000 Penalty: 3858.737061
	Iteration 105Q: 3 clusters Score -1.240357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 142936 members 
Entering Unmasked Estep 
Score: -12403566.000000 Penalty: 3858.737061
	Iteration 106Q: 3 clusters Score -1.240357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -12403575.000000 Penalty: 3858.737061
	Iteration 107Q: 3 clusters Score -1.240358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -12403575.000000 Penalty: 3858.737061
	Iteration 108F: 3 clusters Score -1.240358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -454774.687500 Penalty: 1389.822388
	Iteration 0F: 2 clusters Score -454774.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -450680.468750 Penalty: 2779.644775
	Iteration 0F: 3 clusters Score -450680.5 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -451857.656250 Penalty: 2779.644775
	Iteration 1F: 3 clusters Score -451857.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -452107.281250 Penalty: 2779.644775
	Iteration 2F: 3 clusters Score -452107.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -452347.406250 Penalty: 2779.644775
	Iteration 3F: 3 clusters Score -452347.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -452617.781250 Penalty: 2779.644775
	Iteration 4F: 3 clusters Score -452617.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -452939.062500 Penalty: 2779.644775
	Iteration 5F: 3 clusters Score -452939.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -453357.312500 Penalty: 2779.644775
	Iteration 6F: 3 clusters Score -453357.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -453801.406250 Penalty: 2779.644775
	Iteration 7F: 3 clusters Score -453801.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -454129.500000 Penalty: 2779.644775
	Iteration 8F: 3 clusters Score -454129.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -454368.687500 Penalty: 2779.644775
	Iteration 9Q: 3 clusters Score -454368.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -454527.125000 Penalty: 2779.644775
	Iteration 10Q: 3 clusters Score -454527.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -454598.906250 Penalty: 2779.644775
	Iteration 11Q: 3 clusters Score -454598.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -454629.125000 Penalty: 2779.644775
	Iteration 12Q: 3 clusters Score -454629.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -454643.250000 Penalty: 2779.644775
	Iteration 13Q: 3 clusters Score -454643.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -454649.375000 Penalty: 2779.644775
	Iteration 14Q: 3 clusters Score -454649.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -454651.687500 Penalty: 2779.644775
	Iteration 15Q: 3 clusters Score -454651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -454654.312500 Penalty: 2779.644775
	Iteration 16Q: 3 clusters Score -454654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -454654.937500 Penalty: 2779.644775
	Iteration 17Q: 3 clusters Score -454654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -454655.406250 Penalty: 2779.644775
	Iteration 18Q: 3 clusters Score -454655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -454656.125000 Penalty: 2779.644775
	Iteration 19Q: 3 clusters Score -454656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -454656.500000 Penalty: 2779.644775
	Iteration 20F: 3 clusters Score -454656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -454656.875000 Penalty: 2779.644775
	Iteration 21Q: 3 clusters Score -454656.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -454657.531250 Penalty: 2779.644775
	Iteration 22Q: 3 clusters Score -454657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -454657.906250 Penalty: 2779.644775
	Iteration 23Q: 3 clusters Score -454657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -454657.343750 Penalty: 2779.644775
	Iteration 24Q: 3 clusters Score -454657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -454657.343750 Penalty: 2779.644775
	Iteration 25F: 3 clusters Score -454657.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -389147.125000 Penalty: 1363.713501
	Iteration 0F: 2 clusters Score -389147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -385536.125000 Penalty: 2727.427002
	Iteration 0F: 3 clusters Score -385536.1 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -386587.937500 Penalty: 2727.427002
	Iteration 1F: 3 clusters Score -386587.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -386812.968750 Penalty: 2727.427002
	Iteration 2F: 3 clusters Score -386813 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -387034.062500 Penalty: 2727.427002
	Iteration 3F: 3 clusters Score -387034.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -387256.906250 Penalty: 2727.427002
	Iteration 4F: 3 clusters Score -387256.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -387547.343750 Penalty: 2727.427002
	Iteration 5F: 3 clusters Score -387547.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -387897.187500 Penalty: 2727.427002
	Iteration 6F: 3 clusters Score -387897.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -388227.500000 Penalty: 2727.427002
	Iteration 7Q: 3 clusters Score -388227.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -388341.218750 Penalty: 2727.427002
	Iteration 8Q: 3 clusters Score -388341.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -388392.125000 Penalty: 2727.427002
	Iteration 9Q: 3 clusters Score -388392.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -388426.750000 Penalty: 2727.427002
	Iteration 10Q: 3 clusters Score -388426.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -388455.718750 Penalty: 2727.427002
	Iteration 11Q: 3 clusters Score -388455.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -388471.562500 Penalty: 2727.427002
	Iteration 12Q: 3 clusters Score -388471.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -388485.656250 Penalty: 2727.427002
	Iteration 13Q: 3 clusters Score -388485.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -388496.562500 Penalty: 2727.427002
	Iteration 14Q: 3 clusters Score -388496.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -388507.250000 Penalty: 2727.427002
	Iteration 15Q: 3 clusters Score -388507.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -388518.125000 Penalty: 2727.427002
	Iteration 16Q: 3 clusters Score -388518.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -388529.156250 Penalty: 2727.427002
	Iteration 17Q: 3 clusters Score -388529.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -388542.968750 Penalty: 2727.427002
	Iteration 18Q: 3 clusters Score -388543 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -388560.031250 Penalty: 2727.427002
	Iteration 19Q: 3 clusters Score -388560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -388574.125000 Penalty: 2727.427002
	Iteration 20F: 3 clusters Score -388574.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -388594.750000 Penalty: 2727.427002
	Iteration 21Q: 3 clusters Score -388594.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -388626.593750 Penalty: 2727.427002
	Iteration 22Q: 3 clusters Score -388626.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -388662.468750 Penalty: 2727.427002
	Iteration 23Q: 3 clusters Score -388662.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -388701.500000 Penalty: 2727.427002
	Iteration 24Q: 3 clusters Score -388701.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -388771.500000 Penalty: 2727.427002
	Iteration 25Q: 3 clusters Score -388771.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -388850.218750 Penalty: 2727.427002
	Iteration 26Q: 3 clusters Score -388850.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -388928.343750 Penalty: 2727.427002
	Iteration 27Q: 3 clusters Score -388928.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -389043.062500 Penalty: 2727.427002
	Iteration 28Q: 3 clusters Score -389043.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -389181.281250 Penalty: 2727.427002
	Iteration 29Q: 3 clusters Score -389181.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -389335.812500 Penalty: 2727.427002
	Iteration 30Q: 3 clusters Score -389335.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -389465.125000 Penalty: 2727.427002
	Iteration 31Q: 3 clusters Score -389465.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -389570.812500 Penalty: 2727.427002
	Iteration 32Q: 3 clusters Score -389570.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -389624.156250 Penalty: 2727.427002
	Iteration 33Q: 3 clusters Score -389624.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -389647.531250 Penalty: 2727.427002
	Iteration 34Q: 3 clusters Score -389647.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -389657.312500 Penalty: 2727.427002
	Iteration 35Q: 3 clusters Score -389657.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -389663.218750 Penalty: 2727.427002
	Iteration 36Q: 3 clusters Score -389663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -389667.687500 Penalty: 2727.427002
	Iteration 37Q: 3 clusters Score -389667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -389670.718750 Penalty: 2727.427002
	Iteration 38Q: 3 clusters Score -389670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -389671.250000 Penalty: 2727.427002
	Iteration 39Q: 3 clusters Score -389671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -389673.343750 Penalty: 2727.427002
	Iteration 40F: 3 clusters Score -389673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -389675.250000 Penalty: 2727.427002
	Iteration 41Q: 3 clusters Score -389675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -389676.031250 Penalty: 2727.427002
	Iteration 42Q: 3 clusters Score -389676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -389676.781250 Penalty: 2727.427002
	Iteration 43Q: 3 clusters Score -389676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -389676.781250 Penalty: 2727.427002
	Iteration 44F: 3 clusters Score -389676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7905 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65720 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221825 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 143349 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
Score: -45692156.000000 Penalty: 36385.617188
Splitting cluster 16 changes total score from -45692368.000000 to -45692156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12732.448242 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -12732.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12014.190430 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12014.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12102.536133 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12102.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12131.852539 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12131.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12136.511719 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12136.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12136.511719 Penalty: 1703.567749
	Iteration 4F: 3 clusters Score -12136.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7905 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65720 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221825 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 143349 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692388.000000 Penalty: 34245.285156
Iteration 199Q: 17 clusters Score -4.569239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7906 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65744 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221797 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 143349 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692416.000000 Penalty: 34245.285156
Iteration 200F: 17 clusters Score -4.569242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7906 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65768 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221773 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13002 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 143348 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692408.000000 Penalty: 34245.285156
Iteration 201Q: 17 clusters Score -4.569241e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65791 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221748 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18274 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 143352 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692404.000000 Penalty: 34245.285156
Iteration 202Q: 17 clusters Score -4.56924e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65822 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221710 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18279 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 143352 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692400.000000 Penalty: 34245.285156
Iteration 203Q: 17 clusters Score -4.56924e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65848 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221679 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18284 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 143351 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692436.000000 Penalty: 34245.285156
Iteration 204Q: 17 clusters Score -4.569244e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65871 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221648 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18287 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143355 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692432.000000 Penalty: 34245.285156
Iteration 205Q: 17 clusters Score -4.569243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65897 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221619 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18290 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143355 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692412.000000 Penalty: 34245.285156
Iteration 206Q: 17 clusters Score -4.569241e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65930 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221580 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18296 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143357 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692416.000000 Penalty: 34245.285156
Iteration 207Q: 17 clusters Score -4.569242e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 65963 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221539 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18303 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12997 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143359 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692388.000000 Penalty: 34245.285156
Iteration 208Q: 17 clusters Score -4.569239e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66000 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 221493 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18310 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12997 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143360 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692420.000000 Penalty: 34245.285156
Iteration 209Q: 17 clusters Score -4.569242e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66036 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221444 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18320 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143362 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692420.000000 Penalty: 34245.285156
Iteration 210Q: 17 clusters Score -4.569242e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66068 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221400 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18325 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143371 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692384.000000 Penalty: 34245.285156
Iteration 211Q: 17 clusters Score -4.569238e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66102 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221363 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18329 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12998 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143369 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692400.000000 Penalty: 34245.285156
Iteration 212Q: 17 clusters Score -4.56924e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66130 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221330 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18331 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143370 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692376.000000 Penalty: 34245.285156
Iteration 213Q: 17 clusters Score -4.569238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66161 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221294 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18334 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143375 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692380.000000 Penalty: 34245.285156
Iteration 214Q: 17 clusters Score -4.569238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66187 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221261 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18338 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13001 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143378 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692448.000000 Penalty: 34245.285156
Iteration 215Q: 17 clusters Score -4.569245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66214 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221226 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13002 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143384 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692416.000000 Penalty: 34245.285156
Iteration 216Q: 17 clusters Score -4.569242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66235 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221201 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143386 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692384.000000 Penalty: 34245.285156
Iteration 217Q: 17 clusters Score -4.569238e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66253 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221184 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143386 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692400.000000 Penalty: 34245.285156
Iteration 218Q: 17 clusters Score -4.56924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66280 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221156 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143387 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692404.000000 Penalty: 34245.285156
Iteration 219Q: 17 clusters Score -4.56924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66311 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221125 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143387 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692392.000000 Penalty: 34245.285156
Iteration 220F: 17 clusters Score -4.569239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66333 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221107 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18342 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143384 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692372.000000 Penalty: 34245.285156
Iteration 221Q: 17 clusters Score -4.569237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66356 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221086 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143382 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692408.000000 Penalty: 34245.285156
Iteration 222Q: 17 clusters Score -4.569241e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66380 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221062 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143383 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692420.000000 Penalty: 34245.285156
Iteration 223Q: 17 clusters Score -4.569242e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66403 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221036 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143385 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692404.000000 Penalty: 34245.285156
Iteration 224Q: 17 clusters Score -4.56924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66430 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 221004 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692416.000000 Penalty: 34245.285156
Iteration 225Q: 17 clusters Score -4.569242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66451 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220981 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692436.000000 Penalty: 34245.285156
Iteration 226Q: 17 clusters Score -4.569244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66468 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220960 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143392 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4414 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692440.000000 Penalty: 34245.285156
Iteration 227Q: 17 clusters Score -4.569244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66490 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220936 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4415 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692440.000000 Penalty: 34245.285156
Iteration 228Q: 17 clusters Score -4.569244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66510 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220917 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143391 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692424.000000 Penalty: 34245.285156
Iteration 229Q: 17 clusters Score -4.569242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66523 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220903 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18340 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143391 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692412.000000 Penalty: 34245.285156
Iteration 230Q: 17 clusters Score -4.569241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66534 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220892 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692432.000000 Penalty: 34245.285156
Iteration 231Q: 17 clusters Score -4.569243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66548 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220878 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18341 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692444.000000 Penalty: 34245.285156
Iteration 232Q: 17 clusters Score -4.569244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66569 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220854 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18342 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692436.000000 Penalty: 34245.285156
Iteration 233Q: 17 clusters Score -4.569244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66591 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220832 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18342 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692448.000000 Penalty: 34245.285156
Iteration 234Q: 17 clusters Score -4.569245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66610 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220813 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18343 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692472.000000 Penalty: 34245.285156
Iteration 235Q: 17 clusters Score -4.569247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66636 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220785 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18343 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143391 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692472.000000 Penalty: 34245.285156
Iteration 236Q: 17 clusters Score -4.569247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66661 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220761 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18344 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143389 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692508.000000 Penalty: 34245.285156
Iteration 237Q: 17 clusters Score -4.569251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66683 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220739 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692500.000000 Penalty: 34245.285156
Iteration 238Q: 17 clusters Score -4.56925e+07 nChanged 28
Entering ConstructFrom: 
Score: -45692500.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -219399.734375 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -219399.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -217008.468750 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -217008.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -217522.531250 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -217522.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -217618.078125 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -217618.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -217666.468750 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -217666.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -217701.718750 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -217701.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -217736.390625 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -217736.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -217770.281250 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -217770.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -217792.281250 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -217792.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -217810.828125 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -217810.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -217822.500000 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -217822.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -217828.937500 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -217828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217835.093750 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -217835.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217845.125000 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -217845.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -217857.359375 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -217857.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -217872.796875 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -217872.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217885.953125 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -217886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217894.234375 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -217894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -217901.484375 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -217901.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -217906.062500 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -217906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -217910.500000 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -217910.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -217913.671875 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -217913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -217915.812500 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -217915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217917.390625 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -217917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217918.046875 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -217918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217918.687500 Penalty: 2531.707275
	Iteration 24Q: 3 clusters Score -217918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217919.125000 Penalty: 2531.707275
	Iteration 25Q: 3 clusters Score -217919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217920.015625 Penalty: 2531.707275
	Iteration 26Q: 3 clusters Score -217920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217922.312500 Penalty: 2531.707275
	Iteration 27Q: 3 clusters Score -217922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -217924.265625 Penalty: 2531.707275
	Iteration 28Q: 3 clusters Score -217924.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -217925.156250 Penalty: 2531.707275
	Iteration 29Q: 3 clusters Score -217925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -217925.609375 Penalty: 2531.707275
	Iteration 30Q: 3 clusters Score -217925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217926.578125 Penalty: 2531.707275
	Iteration 31Q: 3 clusters Score -217926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -217928.281250 Penalty: 2531.707275
	Iteration 32Q: 3 clusters Score -217928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217930.781250 Penalty: 2531.707275
	Iteration 33Q: 3 clusters Score -217930.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -217933.500000 Penalty: 2531.707275
	Iteration 34Q: 3 clusters Score -217933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -217934.390625 Penalty: 2531.707275
	Iteration 35Q: 3 clusters Score -217934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -217935.718750 Penalty: 2531.707275
	Iteration 36Q: 3 clusters Score -217935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217936.500000 Penalty: 2531.707275
	Iteration 37Q: 3 clusters Score -217936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -217936.687500 Penalty: 2531.707275
	Iteration 38Q: 3 clusters Score -217936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217937.375000 Penalty: 2531.707275
	Iteration 39Q: 3 clusters Score -217937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -217937.375000 Penalty: 2531.707275
	Iteration 40F: 3 clusters Score -217937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -128366.062500 Penalty: 1197.560181
	Iteration 0F: 2 clusters Score -128366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -126574.984375 Penalty: 2395.120361
	Iteration 0F: 3 clusters Score -126575 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -127049.585938 Penalty: 2395.120361
	Iteration 1F: 3 clusters Score -127049.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -127223.914062 Penalty: 2395.120361
	Iteration 2F: 3 clusters Score -127223.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -127359.882812 Penalty: 2395.120361
	Iteration 3F: 3 clusters Score -127359.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127455.007812 Penalty: 2395.120361
	Iteration 4F: 3 clusters Score -127455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127537.710938 Penalty: 2395.120361
	Iteration 5Q: 3 clusters Score -127537.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -127611.414062 Penalty: 2395.120361
	Iteration 6Q: 3 clusters Score -127611.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127662.195312 Penalty: 2395.120361
	Iteration 7Q: 3 clusters Score -127662.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -127706.039062 Penalty: 2395.120361
	Iteration 8Q: 3 clusters Score -127706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -127744.554688 Penalty: 2395.120361
	Iteration 9Q: 3 clusters Score -127744.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -127763.390625 Penalty: 2395.120361
	Iteration 10Q: 3 clusters Score -127763.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -127778.375000 Penalty: 2395.120361
	Iteration 11Q: 3 clusters Score -127778.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -127790.250000 Penalty: 2395.120361
	Iteration 12Q: 3 clusters Score -127790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -127798.101562 Penalty: 2395.120361
	Iteration 13Q: 3 clusters Score -127798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -127802.992188 Penalty: 2395.120361
	Iteration 14Q: 3 clusters Score -127803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -127807.476562 Penalty: 2395.120361
	Iteration 15Q: 3 clusters Score -127807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -127808.898438 Penalty: 2395.120361
	Iteration 16Q: 3 clusters Score -127808.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -127808.898438 Penalty: 2395.120361
	Iteration 17F: 3 clusters Score -127808.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -708080.625000 Penalty: 1458.560425
	Iteration 0F: 2 clusters Score -708080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -702208.500000 Penalty: 2917.120850
	Iteration 0F: 3 clusters Score -702208.5 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -704019.125000 Penalty: 2917.120850
	Iteration 1F: 3 clusters Score -704019.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -704265.125000 Penalty: 2917.120850
	Iteration 2F: 3 clusters Score -704265.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -704510.500000 Penalty: 2917.120850
	Iteration 3F: 3 clusters Score -704510.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -704735.000000 Penalty: 2917.120850
	Iteration 4Q: 3 clusters Score -704735 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -704936.625000 Penalty: 2917.120850
	Iteration 5Q: 3 clusters Score -704936.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -705119.312500 Penalty: 2917.120850
	Iteration 6Q: 3 clusters Score -705119.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -705285.562500 Penalty: 2917.120850
	Iteration 7Q: 3 clusters Score -705285.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -705440.562500 Penalty: 2917.120850
	Iteration 8Q: 3 clusters Score -705440.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -705588.000000 Penalty: 2917.120850
	Iteration 9Q: 3 clusters Score -705588 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -705720.875000 Penalty: 2917.120850
	Iteration 10Q: 3 clusters Score -705720.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -705821.437500 Penalty: 2917.120850
	Iteration 11Q: 3 clusters Score -705821.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -705908.437500 Penalty: 2917.120850
	Iteration 12Q: 3 clusters Score -705908.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -705973.750000 Penalty: 2917.120850
	Iteration 13Q: 3 clusters Score -705973.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -706033.687500 Penalty: 2917.120850
	Iteration 14Q: 3 clusters Score -706033.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -706088.187500 Penalty: 2917.120850
	Iteration 15Q: 3 clusters Score -706088.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -706131.437500 Penalty: 2917.120850
	Iteration 16Q: 3 clusters Score -706131.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -706171.875000 Penalty: 2917.120850
	Iteration 17Q: 3 clusters Score -706171.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -706211.312500 Penalty: 2917.120850
	Iteration 18Q: 3 clusters Score -706211.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -706248.937500 Penalty: 2917.120850
	Iteration 19Q: 3 clusters Score -706248.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -706287.437500 Penalty: 2917.120850
	Iteration 20F: 3 clusters Score -706287.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -706322.250000 Penalty: 2917.120850
	Iteration 21Q: 3 clusters Score -706322.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -706361.312500 Penalty: 2917.120850
	Iteration 22Q: 3 clusters Score -706361.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -706389.625000 Penalty: 2917.120850
	Iteration 23Q: 3 clusters Score -706389.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -706417.000000 Penalty: 2917.120850
	Iteration 24Q: 3 clusters Score -706417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -706440.875000 Penalty: 2917.120850
	Iteration 25Q: 3 clusters Score -706440.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -706456.812500 Penalty: 2917.120850
	Iteration 26Q: 3 clusters Score -706456.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -706471.250000 Penalty: 2917.120850
	Iteration 27Q: 3 clusters Score -706471.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -706482.125000 Penalty: 2917.120850
	Iteration 28Q: 3 clusters Score -706482.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -706499.125000 Penalty: 2917.120850
	Iteration 29Q: 3 clusters Score -706499.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -706514.062500 Penalty: 2917.120850
	Iteration 30Q: 3 clusters Score -706514.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -706526.562500 Penalty: 2917.120850
	Iteration 31Q: 3 clusters Score -706526.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -706543.750000 Penalty: 2917.120850
	Iteration 32Q: 3 clusters Score -706543.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -706555.937500 Penalty: 2917.120850
	Iteration 33Q: 3 clusters Score -706555.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -706570.062500 Penalty: 2917.120850
	Iteration 34Q: 3 clusters Score -706570.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -706579.187500 Penalty: 2917.120850
	Iteration 35Q: 3 clusters Score -706579.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -706587.562500 Penalty: 2917.120850
	Iteration 36Q: 3 clusters Score -706587.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -706593.437500 Penalty: 2917.120850
	Iteration 37Q: 3 clusters Score -706593.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -706602.375000 Penalty: 2917.120850
	Iteration 38Q: 3 clusters Score -706602.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -706615.375000 Penalty: 2917.120850
	Iteration 39Q: 3 clusters Score -706615.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -706624.687500 Penalty: 2917.120850
	Iteration 40F: 3 clusters Score -706624.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -706633.750000 Penalty: 2917.120850
	Iteration 41Q: 3 clusters Score -706633.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -706643.250000 Penalty: 2917.120850
	Iteration 42Q: 3 clusters Score -706643.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -706655.250000 Penalty: 2917.120850
	Iteration 43Q: 3 clusters Score -706655.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -706668.812500 Penalty: 2917.120850
	Iteration 44Q: 3 clusters Score -706668.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -706676.562500 Penalty: 2917.120850
	Iteration 45Q: 3 clusters Score -706676.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -706685.625000 Penalty: 2917.120850
	Iteration 46Q: 3 clusters Score -706685.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -706688.437500 Penalty: 2917.120850
	Iteration 47Q: 3 clusters Score -706688.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -706692.750000 Penalty: 2917.120850
	Iteration 48Q: 3 clusters Score -706692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -706699.687500 Penalty: 2917.120850
	Iteration 49Q: 3 clusters Score -706699.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -706705.375000 Penalty: 2917.120850
	Iteration 50Q: 3 clusters Score -706705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -706709.375000 Penalty: 2917.120850
	Iteration 51Q: 3 clusters Score -706709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -706710.312500 Penalty: 2917.120850
	Iteration 52Q: 3 clusters Score -706710.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -706711.687500 Penalty: 2917.120850
	Iteration 53Q: 3 clusters Score -706711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -706712.000000 Penalty: 2917.120850
	Iteration 54Q: 3 clusters Score -706712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -706715.125000 Penalty: 2917.120850
	Iteration 55Q: 3 clusters Score -706715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -706717.875000 Penalty: 2917.120850
	Iteration 56Q: 3 clusters Score -706717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -706721.312500 Penalty: 2917.120850
	Iteration 57Q: 3 clusters Score -706721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -706723.000000 Penalty: 2917.120850
	Iteration 58Q: 3 clusters Score -706723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -706724.000000 Penalty: 2917.120850
	Iteration 59Q: 3 clusters Score -706724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -706726.937500 Penalty: 2917.120850
	Iteration 60F: 3 clusters Score -706726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -706728.812500 Penalty: 2917.120850
	Iteration 61Q: 3 clusters Score -706728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -706730.625000 Penalty: 2917.120850
	Iteration 62Q: 3 clusters Score -706730.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -706732.875000 Penalty: 2917.120850
	Iteration 63Q: 3 clusters Score -706732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -706738.562500 Penalty: 2917.120850
	Iteration 64Q: 3 clusters Score -706738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -706742.187500 Penalty: 2917.120850
	Iteration 65Q: 3 clusters Score -706742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -706744.125000 Penalty: 2917.120850
	Iteration 66Q: 3 clusters Score -706744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -706745.875000 Penalty: 2917.120850
	Iteration 67Q: 3 clusters Score -706745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -706748.062500 Penalty: 2917.120850
	Iteration 68Q: 3 clusters Score -706748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -706752.562500 Penalty: 2917.120850
	Iteration 69Q: 3 clusters Score -706752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -706753.187500 Penalty: 2917.120850
	Iteration 70Q: 3 clusters Score -706753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -706754.250000 Penalty: 2917.120850
	Iteration 71Q: 3 clusters Score -706754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -706755.562500 Penalty: 2917.120850
	Iteration 72Q: 3 clusters Score -706755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -706757.937500 Penalty: 2917.120850
	Iteration 73Q: 3 clusters Score -706757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -706761.000000 Penalty: 2917.120850
	Iteration 74Q: 3 clusters Score -706761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -706768.125000 Penalty: 2917.120850
	Iteration 75Q: 3 clusters Score -706768.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -706774.062500 Penalty: 2917.120850
	Iteration 76Q: 3 clusters Score -706774.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -706778.125000 Penalty: 2917.120850
	Iteration 77Q: 3 clusters Score -706778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -706781.562500 Penalty: 2917.120850
	Iteration 78Q: 3 clusters Score -706781.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -706781.812500 Penalty: 2917.120850
	Iteration 79Q: 3 clusters Score -706781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -706782.062500 Penalty: 2917.120850
	Iteration 80F: 3 clusters Score -706782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -706783.875000 Penalty: 2917.120850
	Iteration 81Q: 3 clusters Score -706783.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -706786.687500 Penalty: 2917.120850
	Iteration 82Q: 3 clusters Score -706786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -706786.562500 Penalty: 2917.120850
	Iteration 83Q: 3 clusters Score -706786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -706786.937500 Penalty: 2917.120850
	Iteration 84Q: 3 clusters Score -706786.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -706788.312500 Penalty: 2917.120850
	Iteration 85Q: 3 clusters Score -706788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -706789.562500 Penalty: 2917.120850
	Iteration 86Q: 3 clusters Score -706789.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -706789.687500 Penalty: 2917.120850
	Iteration 87Q: 3 clusters Score -706789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -706791.375000 Penalty: 2917.120850
	Iteration 88Q: 3 clusters Score -706791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -706792.312500 Penalty: 2917.120850
	Iteration 89Q: 3 clusters Score -706792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -706791.000000 Penalty: 2917.120850
	Iteration 90Q: 3 clusters Score -706791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -706791.062500 Penalty: 2917.120850
	Iteration 91Q: 3 clusters Score -706791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -706791.062500 Penalty: 2917.120850
	Iteration 92F: 3 clusters Score -706791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Entering Unmasked Estep 
Score: -1731861.625000 Penalty: 1613.281616
	Iteration 0F: 2 clusters Score -1731862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1717836.000000 Penalty: 3226.563232
	Iteration 0F: 3 clusters Score -1717836 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1722902.125000 Penalty: 3226.563232
	Iteration 1F: 3 clusters Score -1722902 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1723238.625000 Penalty: 3226.563232
	Iteration 2Q: 3 clusters Score -1723239 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1723580.750000 Penalty: 3226.563232
	Iteration 3Q: 3 clusters Score -1723581 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1723966.375000 Penalty: 3226.563232
	Iteration 4Q: 3 clusters Score -1723966 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1724419.875000 Penalty: 3226.563232
	Iteration 5Q: 3 clusters Score -1724420 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1724975.875000 Penalty: 3226.563232
	Iteration 6F: 3 clusters Score -1724976 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1725619.625000 Penalty: 3226.563232
	Iteration 7F: 3 clusters Score -1725620 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1726356.125000 Penalty: 3226.563232
	Iteration 8F: 3 clusters Score -1726356 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1727172.250000 Penalty: 3226.563232
	Iteration 9F: 3 clusters Score -1727172 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -1727906.875000 Penalty: 3226.563232
	Iteration 10Q: 3 clusters Score -1727907 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1728532.500000 Penalty: 3226.563232
	Iteration 11Q: 3 clusters Score -1728532 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1728981.750000 Penalty: 3226.563232
	Iteration 12Q: 3 clusters Score -1728982 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1729300.250000 Penalty: 3226.563232
	Iteration 13Q: 3 clusters Score -1729300 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1729571.000000 Penalty: 3226.563232
	Iteration 14Q: 3 clusters Score -1729571 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1729800.500000 Penalty: 3226.563232
	Iteration 15Q: 3 clusters Score -1729800 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1729955.750000 Penalty: 3226.563232
	Iteration 16Q: 3 clusters Score -1729956 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1730085.125000 Penalty: 3226.563232
	Iteration 17Q: 3 clusters Score -1730085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1730196.000000 Penalty: 3226.563232
	Iteration 18Q: 3 clusters Score -1730196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -1730272.125000 Penalty: 3226.563232
	Iteration 19Q: 3 clusters Score -1730272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -1730345.250000 Penalty: 3226.563232
	Iteration 20F: 3 clusters Score -1730345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1730399.250000 Penalty: 3226.563232
	Iteration 21Q: 3 clusters Score -1730399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1730429.875000 Penalty: 3226.563232
	Iteration 22Q: 3 clusters Score -1730430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -1730452.875000 Penalty: 3226.563232
	Iteration 23Q: 3 clusters Score -1730453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -1730485.875000 Penalty: 3226.563232
	Iteration 24Q: 3 clusters Score -1730486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -1730492.875000 Penalty: 3226.563232
	Iteration 25Q: 3 clusters Score -1730493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1730507.375000 Penalty: 3226.563232
	Iteration 26Q: 3 clusters Score -1730507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1730514.500000 Penalty: 3226.563232
	Iteration 27Q: 3 clusters Score -1730514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1730525.125000 Penalty: 3226.563232
	Iteration 28Q: 3 clusters Score -1730525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -1730532.000000 Penalty: 3226.563232
	Iteration 29Q: 3 clusters Score -1730532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -1730535.500000 Penalty: 3226.563232
	Iteration 30Q: 3 clusters Score -1730536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -1730544.250000 Penalty: 3226.563232
	Iteration 31Q: 3 clusters Score -1730544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -1730547.000000 Penalty: 3226.563232
	Iteration 32Q: 3 clusters Score -1730547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -1730551.000000 Penalty: 3226.563232
	Iteration 33Q: 3 clusters Score -1730551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -1730553.000000 Penalty: 3226.563232
	Iteration 34Q: 3 clusters Score -1730553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1730553.625000 Penalty: 3226.563232
	Iteration 35Q: 3 clusters Score -1730554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -1730554.375000 Penalty: 3226.563232
	Iteration 36Q: 3 clusters Score -1730554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1730558.000000 Penalty: 3226.563232
	Iteration 37Q: 3 clusters Score -1730558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1730557.250000 Penalty: 3226.563232
	Iteration 38Q: 3 clusters Score -1730557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -1730557.250000 Penalty: 3226.563232
	Iteration 39F: 3 clusters Score -1730557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (66705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Entering Unmasked Estep 
Score: -6088375.000000 Penalty: 1805.055664
	Iteration 0F: 2 clusters Score -6088375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -6043803.000000 Penalty: 3610.111328
	Iteration 0F: 3 clusters Score -6043803 nChanged 31387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -6061445.500000 Penalty: 3610.111328
	Iteration 1F: 3 clusters Score -6061446 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -6061976.500000 Penalty: 3610.111328
	Iteration 2Q: 3 clusters Score -6061976 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -6062741.000000 Penalty: 3610.111328
	Iteration 3Q: 3 clusters Score -6062741 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6063808.500000 Penalty: 3610.111328
	Iteration 4Q: 3 clusters Score -6063808 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -6065571.000000 Penalty: 3610.111328
	Iteration 5Q: 3 clusters Score -6065571 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -6067898.000000 Penalty: 3610.111328
	Iteration 6F: 3 clusters Score -6067898 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -6070975.000000 Penalty: 3610.111328
	Iteration 7F: 3 clusters Score -6070975 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6074368.500000 Penalty: 3610.111328
	Iteration 8F: 3 clusters Score -6074368 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -6077199.500000 Penalty: 3610.111328
	Iteration 9F: 3 clusters Score -6077200 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -6079179.500000 Penalty: 3610.111328
	Iteration 10Q: 3 clusters Score -6079180 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -6080470.500000 Penalty: 3610.111328
	Iteration 11Q: 3 clusters Score -6080470 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -6081254.000000 Penalty: 3610.111328
	Iteration 12Q: 3 clusters Score -6081254 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -6081922.500000 Penalty: 3610.111328
	Iteration 13Q: 3 clusters Score -6081922 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -6082419.500000 Penalty: 3610.111328
	Iteration 14Q: 3 clusters Score -6082420 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -6082881.000000 Penalty: 3610.111328
	Iteration 15Q: 3 clusters Score -6082881 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60054 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -6083337.500000 Penalty: 3610.111328
	Iteration 16Q: 3 clusters Score -6083338 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -6083794.500000 Penalty: 3610.111328
	Iteration 17Q: 3 clusters Score -6083794 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6084225.500000 Penalty: 3610.111328
	Iteration 18Q: 3 clusters Score -6084226 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6084593.500000 Penalty: 3610.111328
	Iteration 19Q: 3 clusters Score -6084594 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6084981.000000 Penalty: 3610.111328
	Iteration 20F: 3 clusters Score -6084981 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6085370.000000 Penalty: 3610.111328
	Iteration 21Q: 3 clusters Score -6085370 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6085675.000000 Penalty: 3610.111328
	Iteration 22Q: 3 clusters Score -6085675 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6085944.000000 Penalty: 3610.111328
	Iteration 23Q: 3 clusters Score -6085944 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6086151.500000 Penalty: 3610.111328
	Iteration 24Q: 3 clusters Score -6086152 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6086314.500000 Penalty: 3610.111328
	Iteration 25Q: 3 clusters Score -6086314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6086449.000000 Penalty: 3610.111328
	Iteration 26Q: 3 clusters Score -6086449 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6086560.000000 Penalty: 3610.111328
	Iteration 27Q: 3 clusters Score -6086560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6086610.000000 Penalty: 3610.111328
	Iteration 28Q: 3 clusters Score -6086610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6086639.000000 Penalty: 3610.111328
	Iteration 29Q: 3 clusters Score -6086639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6086675.000000 Penalty: 3610.111328
	Iteration 30Q: 3 clusters Score -6086675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6086701.000000 Penalty: 3610.111328
	Iteration 31Q: 3 clusters Score -6086701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6086728.000000 Penalty: 3610.111328
	Iteration 32Q: 3 clusters Score -6086728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6086737.000000 Penalty: 3610.111328
	Iteration 33Q: 3 clusters Score -6086737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6086769.000000 Penalty: 3610.111328
	Iteration 34Q: 3 clusters Score -6086769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6086775.000000 Penalty: 3610.111328
	Iteration 35Q: 3 clusters Score -6086775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6086790.000000 Penalty: 3610.111328
	Iteration 36Q: 3 clusters Score -6086790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6086807.000000 Penalty: 3610.111328
	Iteration 37Q: 3 clusters Score -6086807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6086809.000000 Penalty: 3610.111328
	Iteration 38Q: 3 clusters Score -6086809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6086816.000000 Penalty: 3610.111328
	Iteration 39Q: 3 clusters Score -6086816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6086820.500000 Penalty: 3610.111328
	Iteration 40F: 3 clusters Score -6086820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6086831.500000 Penalty: 3610.111328
	Iteration 41Q: 3 clusters Score -6086832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6086828.500000 Penalty: 3610.111328
	Iteration 42Q: 3 clusters Score -6086828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6086830.500000 Penalty: 3610.111328
	Iteration 43Q: 3 clusters Score -6086830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6086830.500000 Penalty: 3610.111328
	Iteration 44Q: 3 clusters Score -6086830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6086830.500000 Penalty: 3610.111328
	Iteration 45F: 3 clusters Score -6086830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Entering Unmasked Estep 
Score: -610799.500000 Penalty: 1433.243652
	Iteration 0F: 2 clusters Score -610799.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -605746.750000 Penalty: 2866.487305
	Iteration 0F: 3 clusters Score -605746.8 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -607215.625000 Penalty: 2866.487305
	Iteration 1F: 3 clusters Score -607215.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -607427.687500 Penalty: 2866.487305
	Iteration 2F: 3 clusters Score -607427.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -607569.937500 Penalty: 2866.487305
	Iteration 3Q: 3 clusters Score -607569.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -607668.000000 Penalty: 2866.487305
	Iteration 4Q: 3 clusters Score -607668 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -607755.187500 Penalty: 2866.487305
	Iteration 5Q: 3 clusters Score -607755.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -607829.687500 Penalty: 2866.487305
	Iteration 6Q: 3 clusters Score -607829.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -607895.250000 Penalty: 2866.487305
	Iteration 7Q: 3 clusters Score -607895.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -607961.625000 Penalty: 2866.487305
	Iteration 8Q: 3 clusters Score -607961.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -608023.750000 Penalty: 2866.487305
	Iteration 9Q: 3 clusters Score -608023.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -608094.562500 Penalty: 2866.487305
	Iteration 10Q: 3 clusters Score -608094.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -608175.687500 Penalty: 2866.487305
	Iteration 11Q: 3 clusters Score -608175.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -608276.875000 Penalty: 2866.487305
	Iteration 12Q: 3 clusters Score -608276.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -608400.250000 Penalty: 2866.487305
	Iteration 13Q: 3 clusters Score -608400.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -608518.875000 Penalty: 2866.487305
	Iteration 14Q: 3 clusters Score -608518.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -608647.875000 Penalty: 2866.487305
	Iteration 15Q: 3 clusters Score -608647.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -608783.312500 Penalty: 2866.487305
	Iteration 16Q: 3 clusters Score -608783.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -608904.312500 Penalty: 2866.487305
	Iteration 17Q: 3 clusters Score -608904.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -608996.875000 Penalty: 2866.487305
	Iteration 18Q: 3 clusters Score -608996.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -609095.562500 Penalty: 2866.487305
	Iteration 19Q: 3 clusters Score -609095.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -609180.875000 Penalty: 2866.487305
	Iteration 20F: 3 clusters Score -609180.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -609238.437500 Penalty: 2866.487305
	Iteration 21Q: 3 clusters Score -609238.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -609291.812500 Penalty: 2866.487305
	Iteration 22Q: 3 clusters Score -609291.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -609342.062500 Penalty: 2866.487305
	Iteration 23Q: 3 clusters Score -609342.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -609381.750000 Penalty: 2866.487305
	Iteration 24Q: 3 clusters Score -609381.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -609417.687500 Penalty: 2866.487305
	Iteration 25Q: 3 clusters Score -609417.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -609447.562500 Penalty: 2866.487305
	Iteration 26Q: 3 clusters Score -609447.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -609469.250000 Penalty: 2866.487305
	Iteration 27Q: 3 clusters Score -609469.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -609487.875000 Penalty: 2866.487305
	Iteration 28Q: 3 clusters Score -609487.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -609504.562500 Penalty: 2866.487305
	Iteration 29Q: 3 clusters Score -609504.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -609517.750000 Penalty: 2866.487305
	Iteration 30Q: 3 clusters Score -609517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -609525.312500 Penalty: 2866.487305
	Iteration 31Q: 3 clusters Score -609525.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -609536.125000 Penalty: 2866.487305
	Iteration 32Q: 3 clusters Score -609536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -609546.312500 Penalty: 2866.487305
	Iteration 33Q: 3 clusters Score -609546.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -609555.250000 Penalty: 2866.487305
	Iteration 34Q: 3 clusters Score -609555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -609560.875000 Penalty: 2866.487305
	Iteration 35Q: 3 clusters Score -609560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -609567.750000 Penalty: 2866.487305
	Iteration 36Q: 3 clusters Score -609567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -609572.500000 Penalty: 2866.487305
	Iteration 37Q: 3 clusters Score -609572.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -609585.312500 Penalty: 2866.487305
	Iteration 38Q: 3 clusters Score -609585.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -609592.375000 Penalty: 2866.487305
	Iteration 39Q: 3 clusters Score -609592.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -609598.437500 Penalty: 2866.487305
	Iteration 40F: 3 clusters Score -609598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -609602.937500 Penalty: 2866.487305
	Iteration 41Q: 3 clusters Score -609602.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -609603.437500 Penalty: 2866.487305
	Iteration 42Q: 3 clusters Score -609603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -609603.437500 Penalty: 2866.487305
	Iteration 43F: 3 clusters Score -609603.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (220712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220712 members 
Entering Unmasked Estep 
Score: -19804486.000000 Penalty: 1999.499756
	Iteration 0F: 2 clusters Score -1.980449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -19661082.000000 Penalty: 3998.999512
	Iteration 0F: 3 clusters Score -1.966108e+07 nChanged 106910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117398 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -19725126.000000 Penalty: 3998.999512
	Iteration 1F: 3 clusters Score -1.972513e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
Score: -19727316.000000 Penalty: 3998.999512
	Iteration 2Q: 3 clusters Score -1.972732e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -19730522.000000 Penalty: 3998.999512
	Iteration 3Q: 3 clusters Score -1.973052e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136673 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -19735750.000000 Penalty: 3998.999512
	Iteration 4Q: 3 clusters Score -1.973575e+07 nChanged 13729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -19745010.000000 Penalty: 3998.999512
	Iteration 5F: 3 clusters Score -1.974501e+07 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166268 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -19758428.000000 Penalty: 3998.999512
	Iteration 6F: 3 clusters Score -1.975843e+07 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183573 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -19773016.000000 Penalty: 3998.999512
	Iteration 7F: 3 clusters Score -1.977302e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198001 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -19785186.000000 Penalty: 3998.999512
	Iteration 8F: 3 clusters Score -1.978519e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207971 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -19793268.000000 Penalty: 3998.999512
	Iteration 9Q: 3 clusters Score -1.979327e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213966 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -19797950.000000 Penalty: 3998.999512
	Iteration 10Q: 3 clusters Score -1.979795e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217252 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -19800472.000000 Penalty: 3998.999512
	Iteration 11Q: 3 clusters Score -1.980047e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218757 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -19801610.000000 Penalty: 3998.999512
	Iteration 12Q: 3 clusters Score -1.980161e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219456 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -19802108.000000 Penalty: 3998.999512
	Iteration 13Q: 3 clusters Score -1.980211e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219829 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19802420.000000 Penalty: 3998.999512
	Iteration 14Q: 3 clusters Score -1.980242e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220004 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19802594.000000 Penalty: 3998.999512
	Iteration 15Q: 3 clusters Score -1.980259e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220108 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -19802734.000000 Penalty: 3998.999512
	Iteration 16Q: 3 clusters Score -1.980273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220152 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19802786.000000 Penalty: 3998.999512
	Iteration 17Q: 3 clusters Score -1.980279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220185 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -19802834.000000 Penalty: 3998.999512
	Iteration 18Q: 3 clusters Score -1.980283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220204 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -19802882.000000 Penalty: 3998.999512
	Iteration 19Q: 3 clusters Score -1.980288e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220218 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19802912.000000 Penalty: 3998.999512
	Iteration 20F: 3 clusters Score -1.980291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220237 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -19802934.000000 Penalty: 3998.999512
	Iteration 21Q: 3 clusters Score -1.980293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220247 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -19802946.000000 Penalty: 3998.999512
	Iteration 22Q: 3 clusters Score -1.980295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220251 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19802970.000000 Penalty: 3998.999512
	Iteration 23Q: 3 clusters Score -1.980297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220251 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19802976.000000 Penalty: 3998.999512
	Iteration 24Q: 3 clusters Score -1.980298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220246 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19802976.000000 Penalty: 3998.999512
	Iteration 25Q: 3 clusters Score -1.980298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220245 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -19802986.000000 Penalty: 3998.999512
	Iteration 26Q: 3 clusters Score -1.980299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220246 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -19802976.000000 Penalty: 3998.999512
	Iteration 27Q: 3 clusters Score -1.980298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220247 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -19802988.000000 Penalty: 3998.999512
	Iteration 28Q: 3 clusters Score -1.980299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220251 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19803006.000000 Penalty: 3998.999512
	Iteration 29Q: 3 clusters Score -1.980301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220252 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19803012.000000 Penalty: 3998.999512
	Iteration 30Q: 3 clusters Score -1.980301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220254 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19803004.000000 Penalty: 3998.999512
	Iteration 31Q: 3 clusters Score -1.9803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220254 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19803004.000000 Penalty: 3998.999512
	Iteration 32F: 3 clusters Score -1.9803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Entering Unmasked Estep 
Score: -874320.562500 Penalty: 1494.224365
	Iteration 0F: 2 clusters Score -874320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -867272.437500 Penalty: 2988.448730
	Iteration 0F: 3 clusters Score -867272.4 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -869551.875000 Penalty: 2988.448730
	Iteration 1F: 3 clusters Score -869551.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -869774.812500 Penalty: 2988.448730
	Iteration 2F: 3 clusters Score -869774.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -869945.812500 Penalty: 2988.448730
	Iteration 3Q: 3 clusters Score -869945.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -870058.750000 Penalty: 2988.448730
	Iteration 4Q: 3 clusters Score -870058.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -870163.750000 Penalty: 2988.448730
	Iteration 5Q: 3 clusters Score -870163.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -870258.500000 Penalty: 2988.448730
	Iteration 6Q: 3 clusters Score -870258.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -870326.687500 Penalty: 2988.448730
	Iteration 7Q: 3 clusters Score -870326.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -870381.750000 Penalty: 2988.448730
	Iteration 8Q: 3 clusters Score -870381.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -870425.875000 Penalty: 2988.448730
	Iteration 9Q: 3 clusters Score -870425.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -870471.250000 Penalty: 2988.448730
	Iteration 10Q: 3 clusters Score -870471.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -870525.437500 Penalty: 2988.448730
	Iteration 11Q: 3 clusters Score -870525.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -870581.500000 Penalty: 2988.448730
	Iteration 12Q: 3 clusters Score -870581.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -870653.312500 Penalty: 2988.448730
	Iteration 13Q: 3 clusters Score -870653.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -870742.812500 Penalty: 2988.448730
	Iteration 14Q: 3 clusters Score -870742.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -870847.437500 Penalty: 2988.448730
	Iteration 15Q: 3 clusters Score -870847.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -870973.875000 Penalty: 2988.448730
	Iteration 16Q: 3 clusters Score -870973.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -871121.375000 Penalty: 2988.448730
	Iteration 17Q: 3 clusters Score -871121.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -871311.062500 Penalty: 2988.448730
	Iteration 18Q: 3 clusters Score -871311.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -871505.750000 Penalty: 2988.448730
	Iteration 19Q: 3 clusters Score -871505.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -871702.750000 Penalty: 2988.448730
	Iteration 20F: 3 clusters Score -871702.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -871889.875000 Penalty: 2988.448730
	Iteration 21Q: 3 clusters Score -871889.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -872037.250000 Penalty: 2988.448730
	Iteration 22Q: 3 clusters Score -872037.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -872152.500000 Penalty: 2988.448730
	Iteration 23Q: 3 clusters Score -872152.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -872274.875000 Penalty: 2988.448730
	Iteration 24Q: 3 clusters Score -872274.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -872383.562500 Penalty: 2988.448730
	Iteration 25Q: 3 clusters Score -872383.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -872493.500000 Penalty: 2988.448730
	Iteration 26Q: 3 clusters Score -872493.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -872576.000000 Penalty: 2988.448730
	Iteration 27Q: 3 clusters Score -872576 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -872652.500000 Penalty: 2988.448730
	Iteration 28Q: 3 clusters Score -872652.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -872729.062500 Penalty: 2988.448730
	Iteration 29Q: 3 clusters Score -872729.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -872794.625000 Penalty: 2988.448730
	Iteration 30Q: 3 clusters Score -872794.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -872848.875000 Penalty: 2988.448730
	Iteration 31Q: 3 clusters Score -872848.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -872906.500000 Penalty: 2988.448730
	Iteration 32Q: 3 clusters Score -872906.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -872944.687500 Penalty: 2988.448730
	Iteration 33Q: 3 clusters Score -872944.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -872973.625000 Penalty: 2988.448730
	Iteration 34Q: 3 clusters Score -872973.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -872994.687500 Penalty: 2988.448730
	Iteration 35Q: 3 clusters Score -872994.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -873017.937500 Penalty: 2988.448730
	Iteration 36Q: 3 clusters Score -873017.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -873035.187500 Penalty: 2988.448730
	Iteration 37Q: 3 clusters Score -873035.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -873054.375000 Penalty: 2988.448730
	Iteration 38Q: 3 clusters Score -873054.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -873075.312500 Penalty: 2988.448730
	Iteration 39Q: 3 clusters Score -873075.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -873089.500000 Penalty: 2988.448730
	Iteration 40F: 3 clusters Score -873089.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -873103.062500 Penalty: 2988.448730
	Iteration 41Q: 3 clusters Score -873103.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -873114.000000 Penalty: 2988.448730
	Iteration 42Q: 3 clusters Score -873114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -873119.250000 Penalty: 2988.448730
	Iteration 43Q: 3 clusters Score -873119.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -873132.375000 Penalty: 2988.448730
	Iteration 44Q: 3 clusters Score -873132.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -873141.875000 Penalty: 2988.448730
	Iteration 45Q: 3 clusters Score -873141.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -873148.375000 Penalty: 2988.448730
	Iteration 46Q: 3 clusters Score -873148.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -873158.812500 Penalty: 2988.448730
	Iteration 47Q: 3 clusters Score -873158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -873164.125000 Penalty: 2988.448730
	Iteration 48Q: 3 clusters Score -873164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -873166.250000 Penalty: 2988.448730
	Iteration 49Q: 3 clusters Score -873166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -873167.625000 Penalty: 2988.448730
	Iteration 50Q: 3 clusters Score -873167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -873167.812500 Penalty: 2988.448730
	Iteration 51Q: 3 clusters Score -873167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -873167.812500 Penalty: 2988.448730
	Iteration 52F: 3 clusters Score -873167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Entering Unmasked Estep 
Score: -1647952.750000 Penalty: 1595.280640
	Iteration 0F: 2 clusters Score -1647953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1635256.000000 Penalty: 3190.561279
	Iteration 0F: 3 clusters Score -1635256 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1639808.000000 Penalty: 3190.561279
	Iteration 1F: 3 clusters Score -1639808 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1640100.750000 Penalty: 3190.561279
	Iteration 2Q: 3 clusters Score -1640101 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1640348.750000 Penalty: 3190.561279
	Iteration 3Q: 3 clusters Score -1640349 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1640607.875000 Penalty: 3190.561279
	Iteration 4Q: 3 clusters Score -1640608 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1640917.000000 Penalty: 3190.561279
	Iteration 5Q: 3 clusters Score -1640917 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1641331.125000 Penalty: 3190.561279
	Iteration 6Q: 3 clusters Score -1641331 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1641930.500000 Penalty: 3190.561279
	Iteration 7F: 3 clusters Score -1641930 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1642794.000000 Penalty: 3190.561279
	Iteration 8F: 3 clusters Score -1642794 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1643886.000000 Penalty: 3190.561279
	Iteration 9F: 3 clusters Score -1643886 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1644931.750000 Penalty: 3190.561279
	Iteration 10F: 3 clusters Score -1644932 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1645650.375000 Penalty: 3190.561279
	Iteration 11Q: 3 clusters Score -1645650 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1646091.000000 Penalty: 3190.561279
	Iteration 12Q: 3 clusters Score -1646091 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1646301.750000 Penalty: 3190.561279
	Iteration 13Q: 3 clusters Score -1646302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1646391.500000 Penalty: 3190.561279
	Iteration 14Q: 3 clusters Score -1646392 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1646441.500000 Penalty: 3190.561279
	Iteration 15Q: 3 clusters Score -1646442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1646470.500000 Penalty: 3190.561279
	Iteration 16Q: 3 clusters Score -1646470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1646487.500000 Penalty: 3190.561279
	Iteration 17Q: 3 clusters Score -1646488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1646502.000000 Penalty: 3190.561279
	Iteration 18Q: 3 clusters Score -1646502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1646517.375000 Penalty: 3190.561279
	Iteration 19Q: 3 clusters Score -1646517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1646525.500000 Penalty: 3190.561279
	Iteration 20F: 3 clusters Score -1646526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1646531.750000 Penalty: 3190.561279
	Iteration 21Q: 3 clusters Score -1646532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1646538.750000 Penalty: 3190.561279
	Iteration 22Q: 3 clusters Score -1646539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1646545.500000 Penalty: 3190.561279
	Iteration 23Q: 3 clusters Score -1646546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1646551.125000 Penalty: 3190.561279
	Iteration 24Q: 3 clusters Score -1646551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1646554.625000 Penalty: 3190.561279
	Iteration 25Q: 3 clusters Score -1646555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1646559.500000 Penalty: 3190.561279
	Iteration 26Q: 3 clusters Score -1646560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1646565.000000 Penalty: 3190.561279
	Iteration 27Q: 3 clusters Score -1646565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1646565.750000 Penalty: 3190.561279
	Iteration 28Q: 3 clusters Score -1646566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1646566.250000 Penalty: 3190.561279
	Iteration 29Q: 3 clusters Score -1646566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1646568.875000 Penalty: 3190.561279
	Iteration 30Q: 3 clusters Score -1646569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1646568.875000 Penalty: 3190.561279
	Iteration 31F: 3 clusters Score -1646569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -165862.625000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -165862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -163740.250000 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -163740.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -164186.281250 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -164186.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -164301.593750 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -164301.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -164395.140625 Penalty: 2468.664307
	Iteration 3F: 3 clusters Score -164395.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -164469.859375 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -164469.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -164536.953125 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -164537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -164597.703125 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -164597.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -164656.296875 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -164656.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -164735.390625 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -164735.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -164829.000000 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -164829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -164919.703125 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -164919.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -165019.375000 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -165019.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -165111.609375 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -165111.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -165175.250000 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -165175.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -165215.343750 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -165215.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -165235.703125 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -165235.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -165244.421875 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -165244.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -165249.703125 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -165249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -165256.531250 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -165256.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -165261.046875 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -165261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -165264.671875 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -165264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -165266.484375 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -165266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -165267.062500 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -165267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -165267.265625 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -165267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -165268.031250 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -165268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -165268.031250 Penalty: 2468.664307
	Iteration 25F: 3 clusters Score -165268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Entering Unmasked Estep 
Score: -1154789.250000 Penalty: 1539.401978
	Iteration 0F: 2 clusters Score -1154789 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 6498 members 
Entering Unmasked Estep 
Score: -1145733.000000 Penalty: 3078.803955
	Iteration 0F: 3 clusters Score -1145733 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1148677.625000 Penalty: 3078.803955
	Iteration 1F: 3 clusters Score -1148678 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1148959.750000 Penalty: 3078.803955
	Iteration 2F: 3 clusters Score -1148960 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1149205.625000 Penalty: 3078.803955
	Iteration 3Q: 3 clusters Score -1149206 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1149428.125000 Penalty: 3078.803955
	Iteration 4Q: 3 clusters Score -1149428 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1149653.250000 Penalty: 3078.803955
	Iteration 5Q: 3 clusters Score -1149653 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1149912.625000 Penalty: 3078.803955
	Iteration 6Q: 3 clusters Score -1149913 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1150236.750000 Penalty: 3078.803955
	Iteration 7Q: 3 clusters Score -1150237 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1150611.000000 Penalty: 3078.803955
	Iteration 8Q: 3 clusters Score -1150611 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1151058.750000 Penalty: 3078.803955
	Iteration 9Q: 3 clusters Score -1151059 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1151567.375000 Penalty: 3078.803955
	Iteration 10F: 3 clusters Score -1151567 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1152077.875000 Penalty: 3078.803955
	Iteration 11Q: 3 clusters Score -1152078 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1152548.000000 Penalty: 3078.803955
	Iteration 12Q: 3 clusters Score -1152548 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1152838.625000 Penalty: 3078.803955
	Iteration 13Q: 3 clusters Score -1152839 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1152978.625000 Penalty: 3078.803955
	Iteration 14Q: 3 clusters Score -1152979 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1153053.625000 Penalty: 3078.803955
	Iteration 15Q: 3 clusters Score -1153054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1153115.750000 Penalty: 3078.803955
	Iteration 16Q: 3 clusters Score -1153116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1153155.250000 Penalty: 3078.803955
	Iteration 17Q: 3 clusters Score -1153155 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1153183.375000 Penalty: 3078.803955
	Iteration 18Q: 3 clusters Score -1153183 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1153208.250000 Penalty: 3078.803955
	Iteration 19Q: 3 clusters Score -1153208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1153232.000000 Penalty: 3078.803955
	Iteration 20F: 3 clusters Score -1153232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1153249.750000 Penalty: 3078.803955
	Iteration 21Q: 3 clusters Score -1153250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1153263.750000 Penalty: 3078.803955
	Iteration 22Q: 3 clusters Score -1153264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1153272.375000 Penalty: 3078.803955
	Iteration 23Q: 3 clusters Score -1153272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1153280.625000 Penalty: 3078.803955
	Iteration 24Q: 3 clusters Score -1153281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1153284.750000 Penalty: 3078.803955
	Iteration 25Q: 3 clusters Score -1153285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1153291.750000 Penalty: 3078.803955
	Iteration 26Q: 3 clusters Score -1153292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1153294.625000 Penalty: 3078.803955
	Iteration 27Q: 3 clusters Score -1153295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1153298.750000 Penalty: 3078.803955
	Iteration 28Q: 3 clusters Score -1153299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1153301.625000 Penalty: 3078.803955
	Iteration 29Q: 3 clusters Score -1153302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1153305.625000 Penalty: 3078.803955
	Iteration 30Q: 3 clusters Score -1153306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1153308.750000 Penalty: 3078.803955
	Iteration 31Q: 3 clusters Score -1153309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1153311.250000 Penalty: 3078.803955
	Iteration 32Q: 3 clusters Score -1153311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1153312.375000 Penalty: 3078.803955
	Iteration 33Q: 3 clusters Score -1153312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1153313.125000 Penalty: 3078.803955
	Iteration 34Q: 3 clusters Score -1153313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1153312.250000 Penalty: 3078.803955
	Iteration 35Q: 3 clusters Score -1153312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1153314.750000 Penalty: 3078.803955
	Iteration 36Q: 3 clusters Score -1153315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1153315.000000 Penalty: 3078.803955
	Iteration 37Q: 3 clusters Score -1153315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1153316.500000 Penalty: 3078.803955
	Iteration 38Q: 3 clusters Score -1153316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1153316.625000 Penalty: 3078.803955
	Iteration 39Q: 3 clusters Score -1153317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1153318.250000 Penalty: 3078.803955
	Iteration 40F: 3 clusters Score -1153318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1153315.250000 Penalty: 3078.803955
	Iteration 41Q: 3 clusters Score -1153315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1153316.250000 Penalty: 3078.803955
	Iteration 42Q: 3 clusters Score -1153316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1153317.625000 Penalty: 3078.803955
	Iteration 43Q: 3 clusters Score -1153318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1153317.625000 Penalty: 3078.803955
	Iteration 44Q: 3 clusters Score -1153318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1153319.125000 Penalty: 3078.803955
	Iteration 45Q: 3 clusters Score -1153319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1153319.875000 Penalty: 3078.803955
	Iteration 46Q: 3 clusters Score -1153320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1153320.125000 Penalty: 3078.803955
	Iteration 47Q: 3 clusters Score -1153320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1153319.875000 Penalty: 3078.803955
	Iteration 48Q: 3 clusters Score -1153320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1153319.875000 Penalty: 3078.803955
	Iteration 49F: 3 clusters Score -1153320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -188367.000000 Penalty: 1240.658325
	Iteration 0F: 2 clusters Score -188367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -186239.859375 Penalty: 2481.316650
	Iteration 0F: 3 clusters Score -186239.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -186693.593750 Penalty: 2481.316650
	Iteration 1F: 3 clusters Score -186693.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -186776.218750 Penalty: 2481.316650
	Iteration 2F: 3 clusters Score -186776.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -186818.500000 Penalty: 2481.316650
	Iteration 3Q: 3 clusters Score -186818.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186841.406250 Penalty: 2481.316650
	Iteration 4Q: 3 clusters Score -186841.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -186859.375000 Penalty: 2481.316650
	Iteration 5Q: 3 clusters Score -186859.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -186874.687500 Penalty: 2481.316650
	Iteration 6Q: 3 clusters Score -186874.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -186883.218750 Penalty: 2481.316650
	Iteration 7Q: 3 clusters Score -186883.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -186894.093750 Penalty: 2481.316650
	Iteration 8Q: 3 clusters Score -186894.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -186908.468750 Penalty: 2481.316650
	Iteration 9Q: 3 clusters Score -186908.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -186918.734375 Penalty: 2481.316650
	Iteration 10Q: 3 clusters Score -186918.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186926.734375 Penalty: 2481.316650
	Iteration 11Q: 3 clusters Score -186926.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -186934.562500 Penalty: 2481.316650
	Iteration 12Q: 3 clusters Score -186934.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -186943.718750 Penalty: 2481.316650
	Iteration 13Q: 3 clusters Score -186943.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -186949.984375 Penalty: 2481.316650
	Iteration 14Q: 3 clusters Score -186950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -186954.187500 Penalty: 2481.316650
	Iteration 15Q: 3 clusters Score -186954.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -186958.687500 Penalty: 2481.316650
	Iteration 16Q: 3 clusters Score -186958.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -186961.296875 Penalty: 2481.316650
	Iteration 17Q: 3 clusters Score -186961.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -186962.750000 Penalty: 2481.316650
	Iteration 18Q: 3 clusters Score -186962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -186966.484375 Penalty: 2481.316650
	Iteration 19Q: 3 clusters Score -186966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -186971.734375 Penalty: 2481.316650
	Iteration 20F: 3 clusters Score -186971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -186975.718750 Penalty: 2481.316650
	Iteration 21Q: 3 clusters Score -186975.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -186980.671875 Penalty: 2481.316650
	Iteration 22Q: 3 clusters Score -186980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -186984.656250 Penalty: 2481.316650
	Iteration 23Q: 3 clusters Score -186984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -186991.062500 Penalty: 2481.316650
	Iteration 24Q: 3 clusters Score -186991.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -186995.484375 Penalty: 2481.316650
	Iteration 25Q: 3 clusters Score -186995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -186999.468750 Penalty: 2481.316650
	Iteration 26Q: 3 clusters Score -186999.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -187006.546875 Penalty: 2481.316650
	Iteration 27Q: 3 clusters Score -187006.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -187013.125000 Penalty: 2481.316650
	Iteration 28Q: 3 clusters Score -187013.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -187016.984375 Penalty: 2481.316650
	Iteration 29Q: 3 clusters Score -187017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -187019.046875 Penalty: 2481.316650
	Iteration 30Q: 3 clusters Score -187019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -187021.562500 Penalty: 2481.316650
	Iteration 31Q: 3 clusters Score -187021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -187024.421875 Penalty: 2481.316650
	Iteration 32Q: 3 clusters Score -187024.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -187026.859375 Penalty: 2481.316650
	Iteration 33Q: 3 clusters Score -187026.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -187029.796875 Penalty: 2481.316650
	Iteration 34Q: 3 clusters Score -187029.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -187032.546875 Penalty: 2481.316650
	Iteration 35Q: 3 clusters Score -187032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -187034.812500 Penalty: 2481.316650
	Iteration 36Q: 3 clusters Score -187034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -187036.500000 Penalty: 2481.316650
	Iteration 37Q: 3 clusters Score -187036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -187038.687500 Penalty: 2481.316650
	Iteration 38Q: 3 clusters Score -187038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -187040.859375 Penalty: 2481.316650
	Iteration 39Q: 3 clusters Score -187040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -187043.312500 Penalty: 2481.316650
	Iteration 40F: 3 clusters Score -187043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -187047.062500 Penalty: 2481.316650
	Iteration 41Q: 3 clusters Score -187047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -187053.296875 Penalty: 2481.316650
	Iteration 42Q: 3 clusters Score -187053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -187060.140625 Penalty: 2481.316650
	Iteration 43Q: 3 clusters Score -187060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -187067.703125 Penalty: 2481.316650
	Iteration 44Q: 3 clusters Score -187067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -187075.000000 Penalty: 2481.316650
	Iteration 45Q: 3 clusters Score -187075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -187080.015625 Penalty: 2481.316650
	Iteration 46Q: 3 clusters Score -187080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -187081.875000 Penalty: 2481.316650
	Iteration 47Q: 3 clusters Score -187081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -187083.109375 Penalty: 2481.316650
	Iteration 48Q: 3 clusters Score -187083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -187086.859375 Penalty: 2481.316650
	Iteration 49Q: 3 clusters Score -187086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -187090.093750 Penalty: 2481.316650
	Iteration 50Q: 3 clusters Score -187090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -187092.937500 Penalty: 2481.316650
	Iteration 51Q: 3 clusters Score -187092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -187093.718750 Penalty: 2481.316650
	Iteration 52Q: 3 clusters Score -187093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -187095.140625 Penalty: 2481.316650
	Iteration 53Q: 3 clusters Score -187095.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -187095.359375 Penalty: 2481.316650
	Iteration 54Q: 3 clusters Score -187095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -187096.562500 Penalty: 2481.316650
	Iteration 55Q: 3 clusters Score -187096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -187096.562500 Penalty: 2481.316650
	Iteration 56F: 3 clusters Score -187096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Entering Unmasked Estep 
Score: -12408819.000000 Penalty: 1929.417358
	Iteration 0F: 2 clusters Score -1.240882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -12312188.000000 Penalty: 3858.834717
	Iteration 0F: 3 clusters Score -1.231219e+07 nChanged 69178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -12353123.000000 Penalty: 3858.834717
	Iteration 1F: 3 clusters Score -1.235312e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -12354556.000000 Penalty: 3858.834717
	Iteration 2Q: 3 clusters Score -1.235456e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -12356238.000000 Penalty: 3858.834717
	Iteration 3Q: 3 clusters Score -1.235624e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 85861 members 
Entering Unmasked Estep 
Score: -12358810.000000 Penalty: 3858.834717
	Iteration 4Q: 3 clusters Score -1.235881e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -12363158.000000 Penalty: 3858.834717
	Iteration 5F: 3 clusters Score -1.236316e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 102284 members 
Entering Unmasked Estep 
Score: -12370080.000000 Penalty: 3858.834717
	Iteration 6F: 3 clusters Score -1.237008e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -12379080.000000 Penalty: 3858.834717
	Iteration 7F: 3 clusters Score -1.237908e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 123676 members 
Entering Unmasked Estep 
Score: -12388708.000000 Penalty: 3858.834717
	Iteration 8F: 3 clusters Score -1.238871e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 132365 members 
Entering Unmasked Estep 
Score: -12397019.000000 Penalty: 3858.834717
	Iteration 9F: 3 clusters Score -1.239702e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 137983 members 
Entering Unmasked Estep 
Score: -12402318.000000 Penalty: 3858.834717
	Iteration 10Q: 3 clusters Score -1.240232e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 141053 members 
Entering Unmasked Estep 
Score: -12405120.000000 Penalty: 3858.834717
	Iteration 11Q: 3 clusters Score -1.240512e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 142389 members 
Entering Unmasked Estep 
Score: -12406238.000000 Penalty: 3858.834717
	Iteration 12Q: 3 clusters Score -1.240624e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 142888 members 
Entering Unmasked Estep 
Score: -12406708.000000 Penalty: 3858.834717
	Iteration 13Q: 3 clusters Score -1.240671e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 143073 members 
Entering Unmasked Estep 
Score: -12406928.000000 Penalty: 3858.834717
	Iteration 14Q: 3 clusters Score -1.240693e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 143136 members 
Entering Unmasked Estep 
Score: -12407011.000000 Penalty: 3858.834717
	Iteration 15Q: 3 clusters Score -1.240701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -12407033.000000 Penalty: 3858.834717
	Iteration 16Q: 3 clusters Score -1.240703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -12407059.000000 Penalty: 3858.834717
	Iteration 17Q: 3 clusters Score -1.240706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 143178 members 
Entering Unmasked Estep 
Score: -12407073.000000 Penalty: 3858.834717
	Iteration 18Q: 3 clusters Score -1.240707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 143180 members 
Entering Unmasked Estep 
Score: -12407081.000000 Penalty: 3858.834717
	Iteration 19Q: 3 clusters Score -1.240708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -12407075.000000 Penalty: 3858.834717
	Iteration 20F: 3 clusters Score -1.240708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -12407083.000000 Penalty: 3858.834717
	Iteration 21Q: 3 clusters Score -1.240708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -12407081.000000 Penalty: 3858.834717
	Iteration 22Q: 3 clusters Score -1.240708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 143184 members 
Entering Unmasked Estep 
Score: -12407074.000000 Penalty: 3858.834717
	Iteration 23Q: 3 clusters Score -1.240707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143185 members 
Entering Unmasked Estep 
Score: -12407070.000000 Penalty: 3858.834717
	Iteration 24Q: 3 clusters Score -1.240707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -12407074.000000 Penalty: 3858.834717
	Iteration 25Q: 3 clusters Score -1.240707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -12407074.000000 Penalty: 3858.834717
	Iteration 26F: 3 clusters Score -1.240707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Entering Unmasked Estep 
Score: -454678.937500 Penalty: 1389.791138
	Iteration 0F: 2 clusters Score -454678.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -450569.437500 Penalty: 2779.582275
	Iteration 0F: 3 clusters Score -450569.4 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -451728.062500 Penalty: 2779.582275
	Iteration 1F: 3 clusters Score -451728.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -451908.656250 Penalty: 2779.582275
	Iteration 2F: 3 clusters Score -451908.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -452053.812500 Penalty: 2779.582275
	Iteration 3F: 3 clusters Score -452053.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -452174.781250 Penalty: 2779.582275
	Iteration 4Q: 3 clusters Score -452174.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -452295.093750 Penalty: 2779.582275
	Iteration 5Q: 3 clusters Score -452295.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -452426.000000 Penalty: 2779.582275
	Iteration 6Q: 3 clusters Score -452426 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -452578.500000 Penalty: 2779.582275
	Iteration 7Q: 3 clusters Score -452578.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -452758.718750 Penalty: 2779.582275
	Iteration 8Q: 3 clusters Score -452758.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -452986.125000 Penalty: 2779.582275
	Iteration 9Q: 3 clusters Score -452986.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -453274.031250 Penalty: 2779.582275
	Iteration 10F: 3 clusters Score -453274 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -453513.093750 Penalty: 2779.582275
	Iteration 11F: 3 clusters Score -453513.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -453673.937500 Penalty: 2779.582275
	Iteration 12Q: 3 clusters Score -453673.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -453782.437500 Penalty: 2779.582275
	Iteration 13Q: 3 clusters Score -453782.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -453837.281250 Penalty: 2779.582275
	Iteration 14Q: 3 clusters Score -453837.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -453881.687500 Penalty: 2779.582275
	Iteration 15Q: 3 clusters Score -453881.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -453922.812500 Penalty: 2779.582275
	Iteration 16Q: 3 clusters Score -453922.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -453951.906250 Penalty: 2779.582275
	Iteration 17Q: 3 clusters Score -453951.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -453970.750000 Penalty: 2779.582275
	Iteration 18Q: 3 clusters Score -453970.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -453992.031250 Penalty: 2779.582275
	Iteration 19Q: 3 clusters Score -453992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -454007.437500 Penalty: 2779.582275
	Iteration 20F: 3 clusters Score -454007.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -454016.343750 Penalty: 2779.582275
	Iteration 21Q: 3 clusters Score -454016.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -454026.375000 Penalty: 2779.582275
	Iteration 22Q: 3 clusters Score -454026.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -454035.156250 Penalty: 2779.582275
	Iteration 23Q: 3 clusters Score -454035.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -454042.968750 Penalty: 2779.582275
	Iteration 24Q: 3 clusters Score -454043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -454051.312500 Penalty: 2779.582275
	Iteration 25Q: 3 clusters Score -454051.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -454056.562500 Penalty: 2779.582275
	Iteration 26Q: 3 clusters Score -454056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -454062.531250 Penalty: 2779.582275
	Iteration 27Q: 3 clusters Score -454062.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -454065.843750 Penalty: 2779.582275
	Iteration 28Q: 3 clusters Score -454065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -454068.937500 Penalty: 2779.582275
	Iteration 29Q: 3 clusters Score -454068.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -454072.000000 Penalty: 2779.582275
	Iteration 30Q: 3 clusters Score -454072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -454075.875000 Penalty: 2779.582275
	Iteration 31Q: 3 clusters Score -454075.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -454077.906250 Penalty: 2779.582275
	Iteration 32Q: 3 clusters Score -454077.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -454078.906250 Penalty: 2779.582275
	Iteration 33Q: 3 clusters Score -454078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -454081.843750 Penalty: 2779.582275
	Iteration 34Q: 3 clusters Score -454081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -454084.000000 Penalty: 2779.582275
	Iteration 35Q: 3 clusters Score -454084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -454085.625000 Penalty: 2779.582275
	Iteration 36Q: 3 clusters Score -454085.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -454086.375000 Penalty: 2779.582275
	Iteration 37Q: 3 clusters Score -454086.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -454086.968750 Penalty: 2779.582275
	Iteration 38Q: 3 clusters Score -454087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -454088.031250 Penalty: 2779.582275
	Iteration 39Q: 3 clusters Score -454088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -454088.031250 Penalty: 2779.582275
	Iteration 40F: 3 clusters Score -454088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -389584.500000 Penalty: 1363.897583
	Iteration 0F: 2 clusters Score -389584.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -385980.343750 Penalty: 2727.795166
	Iteration 0F: 3 clusters Score -385980.3 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -386912.406250 Penalty: 2727.795166
	Iteration 1F: 3 clusters Score -386912.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -387079.875000 Penalty: 2727.795166
	Iteration 2F: 3 clusters Score -387079.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -387226.875000 Penalty: 2727.795166
	Iteration 3F: 3 clusters Score -387226.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -387355.437500 Penalty: 2727.795166
	Iteration 4Q: 3 clusters Score -387355.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -387476.062500 Penalty: 2727.795166
	Iteration 5Q: 3 clusters Score -387476.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -387576.562500 Penalty: 2727.795166
	Iteration 6Q: 3 clusters Score -387576.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -387645.562500 Penalty: 2727.795166
	Iteration 7Q: 3 clusters Score -387645.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -387716.968750 Penalty: 2727.795166
	Iteration 8Q: 3 clusters Score -387717 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -387795.625000 Penalty: 2727.795166
	Iteration 9Q: 3 clusters Score -387795.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -387893.687500 Penalty: 2727.795166
	Iteration 10Q: 3 clusters Score -387893.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -388014.687500 Penalty: 2727.795166
	Iteration 11Q: 3 clusters Score -388014.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -388154.593750 Penalty: 2727.795166
	Iteration 12Q: 3 clusters Score -388154.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -388275.593750 Penalty: 2727.795166
	Iteration 13Q: 3 clusters Score -388275.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -388432.125000 Penalty: 2727.795166
	Iteration 14Q: 3 clusters Score -388432.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -388579.281250 Penalty: 2727.795166
	Iteration 15Q: 3 clusters Score -388579.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -388724.468750 Penalty: 2727.795166
	Iteration 16Q: 3 clusters Score -388724.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -388838.062500 Penalty: 2727.795166
	Iteration 17Q: 3 clusters Score -388838.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -388882.656250 Penalty: 2727.795166
	Iteration 18Q: 3 clusters Score -388882.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -388910.437500 Penalty: 2727.795166
	Iteration 19Q: 3 clusters Score -388910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -388921.281250 Penalty: 2727.795166
	Iteration 20F: 3 clusters Score -388921.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -388929.218750 Penalty: 2727.795166
	Iteration 21Q: 3 clusters Score -388929.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -388933.406250 Penalty: 2727.795166
	Iteration 22Q: 3 clusters Score -388933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -388935.250000 Penalty: 2727.795166
	Iteration 23Q: 3 clusters Score -388935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -388937.875000 Penalty: 2727.795166
	Iteration 24Q: 3 clusters Score -388937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -388937.875000 Penalty: 2727.795166
	Iteration 25Q: 3 clusters Score -388937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -388939.156250 Penalty: 2727.795166
	Iteration 26Q: 3 clusters Score -388939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -388939.812500 Penalty: 2727.795166
	Iteration 27Q: 3 clusters Score -388939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -388940.312500 Penalty: 2727.795166
	Iteration 28Q: 3 clusters Score -388940.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -388941.531250 Penalty: 2727.795166
	Iteration 29Q: 3 clusters Score -388941.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -388941.531250 Penalty: 2727.795166
	Iteration 30F: 3 clusters Score -388941.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12732.448242 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -12732.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12023.352539 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12023.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12071.504883 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12084.595703 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12099.729492 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12099.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12106.869141 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -12106.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12115.928711 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -12115.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12123.013672 Penalty: 1703.567749
	Iteration 6Q: 3 clusters Score -12123.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12123.013672 Penalty: 1703.567749
	Iteration 7F: 3 clusters Score -12123.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66705 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220712 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143392 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692500.000000 Penalty: 34245.285156
Iteration 239Q: 17 clusters Score -4.56925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66740 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220675 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18346 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143392 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692500.000000 Penalty: 34245.285156
Iteration 240F: 17 clusters Score -4.56925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66771 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220644 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692512.000000 Penalty: 34245.285156
Iteration 241Q: 17 clusters Score -4.569251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66792 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 220624 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18346 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692516.000000 Penalty: 34245.285156
Iteration 242Q: 17 clusters Score -4.569252e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66829 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220590 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18346 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143391 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692536.000000 Penalty: 34245.285156
Iteration 243Q: 17 clusters Score -4.569254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66848 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220575 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18346 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692556.000000 Penalty: 34245.285156
Iteration 244Q: 17 clusters Score -4.569256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66871 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220551 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143389 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692544.000000 Penalty: 34245.285156
Iteration 245Q: 17 clusters Score -4.569254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66898 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220519 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18352 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 143389 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692560.000000 Penalty: 34245.285156
Iteration 246Q: 17 clusters Score -4.569256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66918 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220497 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18354 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692548.000000 Penalty: 34245.285156
Iteration 247Q: 17 clusters Score -4.569255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66937 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220477 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18358 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 143384 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692560.000000 Penalty: 34245.285156
Iteration 248Q: 17 clusters Score -4.569256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66955 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220460 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18358 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143382 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692572.000000 Penalty: 34245.285156
Iteration 249Q: 17 clusters Score -4.569257e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66973 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220442 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143381 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692576.000000 Penalty: 34245.285156
Iteration 250Q: 17 clusters Score -4.569258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20494 members 
Mstep: Class 5 contains 66990 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220424 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 18359 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143382 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692608.000000 Penalty: 34245.285156
Iteration 251Q: 17 clusters Score -4.569261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67010 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220400 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18363 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143382 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692592.000000 Penalty: 34245.285156
Iteration 252Q: 17 clusters Score -4.569259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67031 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220377 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18367 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143380 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692596.000000 Penalty: 34245.285156
Iteration 253Q: 17 clusters Score -4.56926e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67058 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220350 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18370 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143377 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692548.000000 Penalty: 34245.285156
Iteration 254Q: 17 clusters Score -4.569255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7908 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67087 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220314 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18376 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143378 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692540.000000 Penalty: 34245.285156
Iteration 255Q: 17 clusters Score -4.569254e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67113 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220283 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18379 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143379 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692576.000000 Penalty: 34245.285156
Iteration 256Q: 17 clusters Score -4.569258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67144 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220248 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18382 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143381 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692560.000000 Penalty: 34245.285156
Iteration 257Q: 17 clusters Score -4.569256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67167 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220220 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18384 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143382 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692596.000000 Penalty: 34245.285156
Iteration 258Q: 17 clusters Score -4.56926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7913 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67184 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220194 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18390 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143383 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692616.000000 Penalty: 34245.285156
Iteration 259Q: 17 clusters Score -4.569262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7915 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67194 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220175 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18394 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143387 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692588.000000 Penalty: 34245.285156
Iteration 260F: 17 clusters Score -4.569259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7917 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67206 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 220158 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18396 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692560.000000 Penalty: 34245.285156
Iteration 261Q: 17 clusters Score -4.569256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67214 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220149 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18398 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143387 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692584.000000 Penalty: 34245.285156
Iteration 262Q: 17 clusters Score -4.569258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67221 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220141 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18400 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143386 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692608.000000 Penalty: 34245.285156
Iteration 263Q: 17 clusters Score -4.569261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67230 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220130 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18401 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143387 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692604.000000 Penalty: 34245.285156
Iteration 264Q: 17 clusters Score -4.56926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67241 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220118 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18402 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692580.000000 Penalty: 34245.285156
Iteration 265Q: 17 clusters Score -4.569258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67250 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220107 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18404 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143388 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692592.000000 Penalty: 34245.285156
Iteration 266Q: 17 clusters Score -4.569259e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67263 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220090 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18407 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143389 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692576.000000 Penalty: 34245.285156
Iteration 267Q: 17 clusters Score -4.569258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67278 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220071 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18410 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692600.000000 Penalty: 34245.285156
Iteration 268Q: 17 clusters Score -4.56926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67296 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220053 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18410 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692620.000000 Penalty: 34245.285156
Iteration 269Q: 17 clusters Score -4.569262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67313 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220036 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18411 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 143390 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692616.000000 Penalty: 34245.285156
Iteration 270Q: 17 clusters Score -4.569262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67333 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 220011 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18413 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 143391 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692620.000000 Penalty: 34245.285156
Iteration 271Q: 17 clusters Score -4.569262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67350 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219990 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18414 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692584.000000 Penalty: 34245.285156
Iteration 272Q: 17 clusters Score -4.569258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67367 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219966 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692560.000000 Penalty: 34245.285156
Iteration 273Q: 17 clusters Score -4.569256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67383 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219941 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18424 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 143395 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692568.000000 Penalty: 34245.285156
Iteration 274Q: 17 clusters Score -4.569257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67397 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219921 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18427 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 143398 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692576.000000 Penalty: 34245.285156
Iteration 275Q: 17 clusters Score -4.569258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67414 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219902 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 143397 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692584.000000 Penalty: 34245.285156
Iteration 276Q: 17 clusters Score -4.569258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67428 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219885 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2074 members 
Mstep: Class 13 contains 143400 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692592.000000 Penalty: 34245.285156
Iteration 277Q: 17 clusters Score -4.569259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67440 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219870 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 143403 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692588.000000 Penalty: 34245.285156
Iteration 278Q: 17 clusters Score -4.569259e+07 nChanged 12
Entering ConstructFrom: 
Score: -45692588.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -219126.953125 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -219127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -216730.578125 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -216730.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -217241.453125 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -217241.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -217340.375000 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -217340.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -217398.015625 Penalty: 2531.303467
	Iteration 3Q: 3 clusters Score -217398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -217437.937500 Penalty: 2531.303467
	Iteration 4Q: 3 clusters Score -217437.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -217476.140625 Penalty: 2531.303467
	Iteration 5Q: 3 clusters Score -217476.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -217499.828125 Penalty: 2531.303467
	Iteration 6Q: 3 clusters Score -217499.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -217519.703125 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -217519.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -217535.046875 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -217535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -217547.406250 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -217547.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -217556.812500 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -217556.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -217565.812500 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -217565.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -217573.187500 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -217573.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -217579.453125 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -217579.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -217585.921875 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -217585.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -217588.828125 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -217588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -217591.343750 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -217591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -217592.906250 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -217592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -217596.796875 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -217596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -217599.156250 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -217599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -217602.328125 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -217602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -217606.796875 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -217606.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -217611.843750 Penalty: 2531.303467
	Iteration 22Q: 3 clusters Score -217611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -217615.156250 Penalty: 2531.303467
	Iteration 23Q: 3 clusters Score -217615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -217618.828125 Penalty: 2531.303467
	Iteration 24Q: 3 clusters Score -217618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -217623.453125 Penalty: 2531.303467
	Iteration 25Q: 3 clusters Score -217623.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -217626.921875 Penalty: 2531.303467
	Iteration 26Q: 3 clusters Score -217626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -217628.734375 Penalty: 2531.303467
	Iteration 27Q: 3 clusters Score -217628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -217632.000000 Penalty: 2531.303467
	Iteration 28Q: 3 clusters Score -217632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -217637.312500 Penalty: 2531.303467
	Iteration 29Q: 3 clusters Score -217637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -217641.921875 Penalty: 2531.303467
	Iteration 30Q: 3 clusters Score -217641.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -217646.640625 Penalty: 2531.303467
	Iteration 31Q: 3 clusters Score -217646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -217651.500000 Penalty: 2531.303467
	Iteration 32Q: 3 clusters Score -217651.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -217655.312500 Penalty: 2531.303467
	Iteration 33Q: 3 clusters Score -217655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -217655.796875 Penalty: 2531.303467
	Iteration 34Q: 3 clusters Score -217655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -217656.390625 Penalty: 2531.303467
	Iteration 35Q: 3 clusters Score -217656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -217659.046875 Penalty: 2531.303467
	Iteration 36Q: 3 clusters Score -217659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -217661.296875 Penalty: 2531.303467
	Iteration 37Q: 3 clusters Score -217661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -217664.562500 Penalty: 2531.303467
	Iteration 38Q: 3 clusters Score -217664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -217667.562500 Penalty: 2531.303467
	Iteration 39Q: 3 clusters Score -217667.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -217674.671875 Penalty: 2531.303467
	Iteration 40F: 3 clusters Score -217674.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -217685.125000 Penalty: 2531.303467
	Iteration 41Q: 3 clusters Score -217685.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -217691.390625 Penalty: 2531.303467
	Iteration 42Q: 3 clusters Score -217691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -217696.250000 Penalty: 2531.303467
	Iteration 43Q: 3 clusters Score -217696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -217699.265625 Penalty: 2531.303467
	Iteration 44Q: 3 clusters Score -217699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -217703.453125 Penalty: 2531.303467
	Iteration 45Q: 3 clusters Score -217703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -217708.281250 Penalty: 2531.303467
	Iteration 46Q: 3 clusters Score -217708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -217711.500000 Penalty: 2531.303467
	Iteration 47Q: 3 clusters Score -217711.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -217713.796875 Penalty: 2531.303467
	Iteration 48Q: 3 clusters Score -217713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -217715.515625 Penalty: 2531.303467
	Iteration 49Q: 3 clusters Score -217715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -217716.500000 Penalty: 2531.303467
	Iteration 50Q: 3 clusters Score -217716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -217717.546875 Penalty: 2531.303467
	Iteration 51Q: 3 clusters Score -217717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -217717.906250 Penalty: 2531.303467
	Iteration 52Q: 3 clusters Score -217717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -217718.218750 Penalty: 2531.303467
	Iteration 53Q: 3 clusters Score -217718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -217718.312500 Penalty: 2531.303467
	Iteration 54Q: 3 clusters Score -217718.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -217719.312500 Penalty: 2531.303467
	Iteration 55Q: 3 clusters Score -217719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -217721.062500 Penalty: 2531.303467
	Iteration 56Q: 3 clusters Score -217721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -217721.671875 Penalty: 2531.303467
	Iteration 57Q: 3 clusters Score -217721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -217723.875000 Penalty: 2531.303467
	Iteration 58Q: 3 clusters Score -217723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -217725.187500 Penalty: 2531.303467
	Iteration 59Q: 3 clusters Score -217725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -217725.437500 Penalty: 2531.303467
	Iteration 60F: 3 clusters Score -217725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -128366.062500 Penalty: 1197.560181
	Iteration 0F: 2 clusters Score -128366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -126518.671875 Penalty: 2395.120361
	Iteration 0F: 3 clusters Score -126518.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126881.570312 Penalty: 2395.120361
	Iteration 1F: 3 clusters Score -126881.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -126969.242188 Penalty: 2395.120361
	Iteration 2F: 3 clusters Score -126969.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -127009.695312 Penalty: 2395.120361
	Iteration 3Q: 3 clusters Score -127009.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -127036.914062 Penalty: 2395.120361
	Iteration 4Q: 3 clusters Score -127036.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -127060.062500 Penalty: 2395.120361
	Iteration 5Q: 3 clusters Score -127060.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -127070.062500 Penalty: 2395.120361
	Iteration 6Q: 3 clusters Score -127070.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -127089.835938 Penalty: 2395.120361
	Iteration 7Q: 3 clusters Score -127089.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -127105.781250 Penalty: 2395.120361
	Iteration 8Q: 3 clusters Score -127105.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -127121.593750 Penalty: 2395.120361
	Iteration 9Q: 3 clusters Score -127121.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127134.234375 Penalty: 2395.120361
	Iteration 10Q: 3 clusters Score -127134.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -127145.835938 Penalty: 2395.120361
	Iteration 11Q: 3 clusters Score -127145.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127157.195312 Penalty: 2395.120361
	Iteration 12Q: 3 clusters Score -127157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -127162.226562 Penalty: 2395.120361
	Iteration 13Q: 3 clusters Score -127162.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127167.453125 Penalty: 2395.120361
	Iteration 14Q: 3 clusters Score -127167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -127169.078125 Penalty: 2395.120361
	Iteration 15Q: 3 clusters Score -127169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -127170.375000 Penalty: 2395.120361
	Iteration 16Q: 3 clusters Score -127170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -127173.218750 Penalty: 2395.120361
	Iteration 17Q: 3 clusters Score -127173.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -127174.906250 Penalty: 2395.120361
	Iteration 18Q: 3 clusters Score -127174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127176.023438 Penalty: 2395.120361
	Iteration 19Q: 3 clusters Score -127176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -127176.992188 Penalty: 2395.120361
	Iteration 20F: 3 clusters Score -127177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Entering Unmasked Estep 
Score: -709694.500000 Penalty: 1458.929932
	Iteration 0F: 2 clusters Score -709694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -703834.625000 Penalty: 2917.859863
	Iteration 0F: 3 clusters Score -703834.6 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -705610.187500 Penalty: 2917.859863
	Iteration 1F: 3 clusters Score -705610.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -705835.562500 Penalty: 2917.859863
	Iteration 2F: 3 clusters Score -705835.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -706020.750000 Penalty: 2917.859863
	Iteration 3F: 3 clusters Score -706020.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -706200.000000 Penalty: 2917.859863
	Iteration 4Q: 3 clusters Score -706200 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -706342.062500 Penalty: 2917.859863
	Iteration 5Q: 3 clusters Score -706342.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -706478.500000 Penalty: 2917.859863
	Iteration 6Q: 3 clusters Score -706478.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -706637.750000 Penalty: 2917.859863
	Iteration 7Q: 3 clusters Score -706637.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -706826.312500 Penalty: 2917.859863
	Iteration 8Q: 3 clusters Score -706826.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -707014.562500 Penalty: 2917.859863
	Iteration 9Q: 3 clusters Score -707014.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -707197.687500 Penalty: 2917.859863
	Iteration 10Q: 3 clusters Score -707197.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -707378.937500 Penalty: 2917.859863
	Iteration 11Q: 3 clusters Score -707378.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -707580.187500 Penalty: 2917.859863
	Iteration 12Q: 3 clusters Score -707580.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -707778.312500 Penalty: 2917.859863
	Iteration 13Q: 3 clusters Score -707778.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -707926.875000 Penalty: 2917.859863
	Iteration 14Q: 3 clusters Score -707926.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -708023.500000 Penalty: 2917.859863
	Iteration 15Q: 3 clusters Score -708023.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -708111.437500 Penalty: 2917.859863
	Iteration 16Q: 3 clusters Score -708111.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -708187.187500 Penalty: 2917.859863
	Iteration 17Q: 3 clusters Score -708187.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -708262.750000 Penalty: 2917.859863
	Iteration 18Q: 3 clusters Score -708262.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -708315.750000 Penalty: 2917.859863
	Iteration 19Q: 3 clusters Score -708315.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -708356.437500 Penalty: 2917.859863
	Iteration 20F: 3 clusters Score -708356.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -708389.562500 Penalty: 2917.859863
	Iteration 21Q: 3 clusters Score -708389.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -708416.812500 Penalty: 2917.859863
	Iteration 22Q: 3 clusters Score -708416.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -708431.062500 Penalty: 2917.859863
	Iteration 23Q: 3 clusters Score -708431.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -708437.250000 Penalty: 2917.859863
	Iteration 24Q: 3 clusters Score -708437.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -708441.875000 Penalty: 2917.859863
	Iteration 25Q: 3 clusters Score -708441.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -708448.250000 Penalty: 2917.859863
	Iteration 26Q: 3 clusters Score -708448.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -708453.125000 Penalty: 2917.859863
	Iteration 27Q: 3 clusters Score -708453.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -708460.750000 Penalty: 2917.859863
	Iteration 28Q: 3 clusters Score -708460.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -708466.500000 Penalty: 2917.859863
	Iteration 29Q: 3 clusters Score -708466.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -708471.187500 Penalty: 2917.859863
	Iteration 30Q: 3 clusters Score -708471.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -708474.625000 Penalty: 2917.859863
	Iteration 31Q: 3 clusters Score -708474.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -708480.437500 Penalty: 2917.859863
	Iteration 32Q: 3 clusters Score -708480.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -708485.125000 Penalty: 2917.859863
	Iteration 33Q: 3 clusters Score -708485.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -708491.500000 Penalty: 2917.859863
	Iteration 34Q: 3 clusters Score -708491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -708496.375000 Penalty: 2917.859863
	Iteration 35Q: 3 clusters Score -708496.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -708500.812500 Penalty: 2917.859863
	Iteration 36Q: 3 clusters Score -708500.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -708507.250000 Penalty: 2917.859863
	Iteration 37Q: 3 clusters Score -708507.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -708513.562500 Penalty: 2917.859863
	Iteration 38Q: 3 clusters Score -708513.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -708519.125000 Penalty: 2917.859863
	Iteration 39Q: 3 clusters Score -708519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -708521.500000 Penalty: 2917.859863
	Iteration 40F: 3 clusters Score -708521.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -708525.937500 Penalty: 2917.859863
	Iteration 41Q: 3 clusters Score -708525.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -708528.625000 Penalty: 2917.859863
	Iteration 42Q: 3 clusters Score -708528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -708529.937500 Penalty: 2917.859863
	Iteration 43Q: 3 clusters Score -708529.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -708534.062500 Penalty: 2917.859863
	Iteration 44Q: 3 clusters Score -708534.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -708536.062500 Penalty: 2917.859863
	Iteration 45Q: 3 clusters Score -708536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -708538.437500 Penalty: 2917.859863
	Iteration 46Q: 3 clusters Score -708538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -708538.375000 Penalty: 2917.859863
	Iteration 47Q: 3 clusters Score -708538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -708540.625000 Penalty: 2917.859863
	Iteration 48Q: 3 clusters Score -708540.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -708539.875000 Penalty: 2917.859863
	Iteration 49Q: 3 clusters Score -708539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -708540.812500 Penalty: 2917.859863
	Iteration 50Q: 3 clusters Score -708540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -708540.562500 Penalty: 2917.859863
	Iteration 51Q: 3 clusters Score -708540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -708539.812500 Penalty: 2917.859863
	Iteration 52Q: 3 clusters Score -708539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -708540.750000 Penalty: 2917.859863
	Iteration 53Q: 3 clusters Score -708540.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -708540.750000 Penalty: 2917.859863
	Iteration 54Q: 3 clusters Score -708540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -708542.062500 Penalty: 2917.859863
	Iteration 55Q: 3 clusters Score -708542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -708541.750000 Penalty: 2917.859863
	Iteration 56Q: 3 clusters Score -708541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -708540.875000 Penalty: 2917.859863
	Iteration 57Q: 3 clusters Score -708540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -708541.312500 Penalty: 2917.859863
	Iteration 58Q: 3 clusters Score -708541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -708543.187500 Penalty: 2917.859863
	Iteration 59Q: 3 clusters Score -708543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -708543.812500 Penalty: 2917.859863
	Iteration 60F: 3 clusters Score -708543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -708544.125000 Penalty: 2917.859863
	Iteration 61Q: 3 clusters Score -708544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -708543.250000 Penalty: 2917.859863
	Iteration 62Q: 3 clusters Score -708543.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -708543.250000 Penalty: 2917.859863
	Iteration 63F: 3 clusters Score -708543.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Entering Unmasked Estep 
Score: -1731777.875000 Penalty: 1613.273682
	Iteration 0F: 2 clusters Score -1731778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1717882.875000 Penalty: 3226.547363
	Iteration 0F: 3 clusters Score -1717883 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1722907.000000 Penalty: 3226.547363
	Iteration 1F: 3 clusters Score -1722907 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1723208.500000 Penalty: 3226.547363
	Iteration 2Q: 3 clusters Score -1723208 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1723498.625000 Penalty: 3226.547363
	Iteration 3Q: 3 clusters Score -1723499 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1723793.500000 Penalty: 3226.547363
	Iteration 4Q: 3 clusters Score -1723794 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1724163.875000 Penalty: 3226.547363
	Iteration 5Q: 3 clusters Score -1724164 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1724563.000000 Penalty: 3226.547363
	Iteration 6Q: 3 clusters Score -1724563 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1725058.875000 Penalty: 3226.547363
	Iteration 7Q: 3 clusters Score -1725059 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1725685.000000 Penalty: 3226.547363
	Iteration 8F: 3 clusters Score -1725685 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1726396.250000 Penalty: 3226.547363
	Iteration 9F: 3 clusters Score -1726396 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1727014.375000 Penalty: 3226.547363
	Iteration 10Q: 3 clusters Score -1727014 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1727410.250000 Penalty: 3226.547363
	Iteration 11Q: 3 clusters Score -1727410 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1727629.875000 Penalty: 3226.547363
	Iteration 12Q: 3 clusters Score -1727630 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1727756.375000 Penalty: 3226.547363
	Iteration 13Q: 3 clusters Score -1727756 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1727818.375000 Penalty: 3226.547363
	Iteration 14Q: 3 clusters Score -1727818 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1727864.375000 Penalty: 3226.547363
	Iteration 15Q: 3 clusters Score -1727864 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1727893.875000 Penalty: 3226.547363
	Iteration 16Q: 3 clusters Score -1727894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1727926.250000 Penalty: 3226.547363
	Iteration 17Q: 3 clusters Score -1727926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1727953.625000 Penalty: 3226.547363
	Iteration 18Q: 3 clusters Score -1727954 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1727982.375000 Penalty: 3226.547363
	Iteration 19Q: 3 clusters Score -1727982 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1728001.125000 Penalty: 3226.547363
	Iteration 20F: 3 clusters Score -1728001 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1728024.000000 Penalty: 3226.547363
	Iteration 21Q: 3 clusters Score -1728024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1728046.125000 Penalty: 3226.547363
	Iteration 22Q: 3 clusters Score -1728046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1728062.625000 Penalty: 3226.547363
	Iteration 23Q: 3 clusters Score -1728063 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1728088.125000 Penalty: 3226.547363
	Iteration 24Q: 3 clusters Score -1728088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1728113.375000 Penalty: 3226.547363
	Iteration 25Q: 3 clusters Score -1728113 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -1728140.375000 Penalty: 3226.547363
	Iteration 26Q: 3 clusters Score -1728140 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -1728191.500000 Penalty: 3226.547363
	Iteration 27Q: 3 clusters Score -1728192 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1728269.125000 Penalty: 3226.547363
	Iteration 28Q: 3 clusters Score -1728269 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1728351.875000 Penalty: 3226.547363
	Iteration 29Q: 3 clusters Score -1728352 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1728449.000000 Penalty: 3226.547363
	Iteration 30Q: 3 clusters Score -1728449 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1728589.000000 Penalty: 3226.547363
	Iteration 31Q: 3 clusters Score -1728589 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1728824.000000 Penalty: 3226.547363
	Iteration 32Q: 3 clusters Score -1728824 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1729134.000000 Penalty: 3226.547363
	Iteration 33Q: 3 clusters Score -1729134 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1729452.250000 Penalty: 3226.547363
	Iteration 34Q: 3 clusters Score -1729452 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1729754.750000 Penalty: 3226.547363
	Iteration 35Q: 3 clusters Score -1729755 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1729972.000000 Penalty: 3226.547363
	Iteration 36Q: 3 clusters Score -1729972 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1730127.500000 Penalty: 3226.547363
	Iteration 37Q: 3 clusters Score -1730128 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -1730223.875000 Penalty: 3226.547363
	Iteration 38Q: 3 clusters Score -1730224 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1730288.500000 Penalty: 3226.547363
	Iteration 39Q: 3 clusters Score -1730288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -1730335.000000 Penalty: 3226.547363
	Iteration 40F: 3 clusters Score -1730335 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1730362.125000 Penalty: 3226.547363
	Iteration 41Q: 3 clusters Score -1730362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -1730381.750000 Penalty: 3226.547363
	Iteration 42Q: 3 clusters Score -1730382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -1730398.875000 Penalty: 3226.547363
	Iteration 43Q: 3 clusters Score -1730399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1730410.625000 Penalty: 3226.547363
	Iteration 44Q: 3 clusters Score -1730411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1730419.000000 Penalty: 3226.547363
	Iteration 45Q: 3 clusters Score -1730419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1730423.375000 Penalty: 3226.547363
	Iteration 46Q: 3 clusters Score -1730423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -1730432.625000 Penalty: 3226.547363
	Iteration 47Q: 3 clusters Score -1730433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1730439.875000 Penalty: 3226.547363
	Iteration 48Q: 3 clusters Score -1730440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -1730440.875000 Penalty: 3226.547363
	Iteration 49Q: 3 clusters Score -1730441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1730444.750000 Penalty: 3226.547363
	Iteration 50Q: 3 clusters Score -1730445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1730448.000000 Penalty: 3226.547363
	Iteration 51Q: 3 clusters Score -1730448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1730451.625000 Penalty: 3226.547363
	Iteration 52Q: 3 clusters Score -1730452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1730452.375000 Penalty: 3226.547363
	Iteration 53Q: 3 clusters Score -1730452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1730455.375000 Penalty: 3226.547363
	Iteration 54Q: 3 clusters Score -1730455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1730455.250000 Penalty: 3226.547363
	Iteration 55Q: 3 clusters Score -1730455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1730458.875000 Penalty: 3226.547363
	Iteration 56Q: 3 clusters Score -1730459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1730457.000000 Penalty: 3226.547363
	Iteration 57Q: 3 clusters Score -1730457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -1730455.875000 Penalty: 3226.547363
	Iteration 58Q: 3 clusters Score -1730456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1730456.000000 Penalty: 3226.547363
	Iteration 59Q: 3 clusters Score -1730456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1730455.000000 Penalty: 3226.547363
	Iteration 60F: 3 clusters Score -1730455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -1730454.250000 Penalty: 3226.547363
	Iteration 61Q: 3 clusters Score -1730454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1730454.750000 Penalty: 3226.547363
	Iteration 62Q: 3 clusters Score -1730455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -1730454.625000 Penalty: 3226.547363
	Iteration 63Q: 3 clusters Score -1730455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -1730454.625000 Penalty: 3226.547363
	Iteration 64F: 3 clusters Score -1730455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Entering Unmasked Estep 
Score: -6155655.500000 Penalty: 1806.863037
	Iteration 0F: 2 clusters Score -6155656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -6110590.000000 Penalty: 3613.726074
	Iteration 0F: 3 clusters Score -6110590 nChanged 31930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -6128691.500000 Penalty: 3613.726074
	Iteration 1F: 3 clusters Score -6128692 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -6129212.000000 Penalty: 3613.726074
	Iteration 2Q: 3 clusters Score -6129212 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -6129703.000000 Penalty: 3613.726074
	Iteration 3Q: 3 clusters Score -6129703 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -6130316.000000 Penalty: 3613.726074
	Iteration 4Q: 3 clusters Score -6130316 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -6131082.000000 Penalty: 3613.726074
	Iteration 5Q: 3 clusters Score -6131082 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6132197.000000 Penalty: 3613.726074
	Iteration 6Q: 3 clusters Score -6132197 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -6133694.000000 Penalty: 3613.726074
	Iteration 7Q: 3 clusters Score -6133694 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -6135896.000000 Penalty: 3613.726074
	Iteration 8F: 3 clusters Score -6135896 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6139081 nChanged 4602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6142606 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6145369 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6146718 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -6147229.500000 Penalty: 3613.726074
	Iteration 13Q: 3 clusters Score -6147230 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6147500 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6147688 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6147872 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -6148089.500000 Penalty: 3613.726074
	Iteration 17Q: 3 clusters Score -6148090 nChanged 784
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -6148324.500000 Penalty: 3613.726074
	Iteration 18Q: 3 clusters Score -6148324 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -6148543.000000 Penalty: 3613.726074
	Iteration 19Q: 3 clusters Score -6148543 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -6148758.500000 Penalty: 3613.726074
	Iteration 20F: 3 clusters Score -6148758 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -6148954.000000 Penalty: 3613.726074
	Iteration 21Q: 3 clusters Score -6148954 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -6149225.000000 Penalty: 3613.726074
	Iteration 22Q: 3 clusters Score -6149225 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -6149550.000000 Penalty: 3613.726074
	Iteration 23Q: 3 clusters Score -6149550 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -6149858.500000 Penalty: 3613.726074
	Iteration 24Q: 3 clusters Score -6149858 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -6150195.000000 Penalty: 3613.726074
	Iteration 25Q: 3 clusters Score -6150195 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -6150536.000000 Penalty: 3613.726074
	Iteration 26Q: 3 clusters Score -6150536 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6150859.500000 Penalty: 3613.726074
	Iteration 27Q: 3 clusters Score -6150860 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -6151119.500000 Penalty: 3613.726074
	Iteration 28Q: 3 clusters Score -6151120 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -6151399.000000 Penalty: 3613.726074
	Iteration 29Q: 3 clusters Score -6151399 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -6151638.000000 Penalty: 3613.726074
	Iteration 30Q: 3 clusters Score -6151638 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -6151840.000000 Penalty: 3613.726074
	Iteration 31Q: 3 clusters Score -6151840 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -6152030.500000 Penalty: 3613.726074
	Iteration 32Q: 3 clusters Score -6152030 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -6152167.000000 Penalty: 3613.726074
	Iteration 33Q: 3 clusters Score -6152167 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -6152319.000000 Penalty: 3613.726074
	Iteration 34Q: 3 clusters Score -6152319 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -6152426.500000 Penalty: 3613.726074
	Iteration 35Q: 3 clusters Score -6152426 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -6152558.500000 Penalty: 3613.726074
	Iteration 36Q: 3 clusters Score -6152558 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -6152688.000000 Penalty: 3613.726074
	Iteration 37Q: 3 clusters Score -6152688 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -6152797.500000 Penalty: 3613.726074
	Iteration 38Q: 3 clusters Score -6152798 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -6152892.000000 Penalty: 3613.726074
	Iteration 39Q: 3 clusters Score -6152892 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -6153004.500000 Penalty: 3613.726074
	Iteration 40F: 3 clusters Score -6153004 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -6153107.000000 Penalty: 3613.726074
	Iteration 41Q: 3 clusters Score -6153107 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -6153201.500000 Penalty: 3613.726074
	Iteration 42Q: 3 clusters Score -6153202 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -6153313.500000 Penalty: 3613.726074
	Iteration 43Q: 3 clusters Score -6153314 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6153354 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -6153439.500000 Penalty: 3613.726074
	Iteration 45Q: 3 clusters Score -6153440 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6153585 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -6153677.500000 Penalty: 3613.726074
	Iteration 47Q: 3 clusters Score -6153678 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -6153779.000000 Penalty: 3613.726074
	Iteration 48Q: 3 clusters Score -6153779 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -6153870.000000 Penalty: 3613.726074
	Iteration 49Q: 3 clusters Score -6153870 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -6153929.500000 Penalty: 3613.726074
	Iteration 50Q: 3 clusters Score -6153930 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -6153993.500000 Penalty: 3613.726074
	Iteration 51Q: 3 clusters Score -6153994 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -6154051.000000 Penalty: 3613.726074
	Iteration 52Q: 3 clusters Score -6154051 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -6154099.000000 Penalty: 3613.726074
	Iteration 53Q: 3 clusters Score -6154099 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 63505 members 
Entering Unmasked Estep 
Score: -6154131.500000 Penalty: 3613.726074
	Iteration 54Q: 3 clusters Score -6154132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -6154158.000000 Penalty: 3613.726074
	Iteration 55Q: 3 clusters Score -6154158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -6154170.500000 Penalty: 3613.726074
	Iteration 56Q: 3 clusters Score -6154170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -6154213.500000 Penalty: 3613.726074
	Iteration 57Q: 3 clusters Score -6154214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -6154228.500000 Penalty: 3613.726074
	Iteration 58Q: 3 clusters Score -6154228 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -6154266.000000 Penalty: 3613.726074
	Iteration 59Q: 3 clusters Score -6154266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -6154306.000000 Penalty: 3613.726074
	Iteration 60F: 3 clusters Score -6154306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -6154315.500000 Penalty: 3613.726074
	Iteration 61Q: 3 clusters Score -6154316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -6154336.000000 Penalty: 3613.726074
	Iteration 62Q: 3 clusters Score -6154336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -6154354.000000 Penalty: 3613.726074
	Iteration 63Q: 3 clusters Score -6154354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -6154361.000000 Penalty: 3613.726074
	Iteration 64Q: 3 clusters Score -6154361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -6154368.000000 Penalty: 3613.726074
	Iteration 65Q: 3 clusters Score -6154368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -6154376.000000 Penalty: 3613.726074
	Iteration 66Q: 3 clusters Score -6154376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -6154382.500000 Penalty: 3613.726074
	Iteration 67Q: 3 clusters Score -6154382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -6154403.500000 Penalty: 3613.726074
	Iteration 68Q: 3 clusters Score -6154404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -6154412.000000 Penalty: 3613.726074
	Iteration 69Q: 3 clusters Score -6154412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -6154412.000000 Penalty: 3613.726074
	Iteration 70Q: 3 clusters Score -6154412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -6154406.500000 Penalty: 3613.726074
	Iteration 71Q: 3 clusters Score -6154406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -6154414.000000 Penalty: 3613.726074
	Iteration 72Q: 3 clusters Score -6154414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 65027 members 
Entering Unmasked Estep 
Score: -6154416.000000 Penalty: 3613.726074
	Iteration 73Q: 3 clusters Score -6154416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 65045 members 
Entering Unmasked Estep 
Score: -6154408.500000 Penalty: 3613.726074
	Iteration 74Q: 3 clusters Score -6154408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -6154416.000000 Penalty: 3613.726074
	Iteration 75Q: 3 clusters Score -6154416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -6154417.000000 Penalty: 3613.726074
	Iteration 76Q: 3 clusters Score -6154417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -6154425.500000 Penalty: 3613.726074
	Iteration 77Q: 3 clusters Score -6154426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -6154421.000000 Penalty: 3613.726074
	Iteration 78Q: 3 clusters Score -6154421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -6154428.500000 Penalty: 3613.726074
	Iteration 79Q: 3 clusters Score -6154428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -6154424.000000 Penalty: 3613.726074
	Iteration 80F: 3 clusters Score -6154424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -6154422.000000 Penalty: 3613.726074
	Iteration 81Q: 3 clusters Score -6154422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -6154420.000000 Penalty: 3613.726074
	Iteration 82Q: 3 clusters Score -6154420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -6154425.000000 Penalty: 3613.726074
	Iteration 83Q: 3 clusters Score -6154425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -6154432.000000 Penalty: 3613.726074
	Iteration 84Q: 3 clusters Score -6154432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -6154426.000000 Penalty: 3613.726074
	Iteration 85Q: 3 clusters Score -6154426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -6154435.500000 Penalty: 3613.726074
	Iteration 86Q: 3 clusters Score -6154436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -6154441.500000 Penalty: 3613.726074
	Iteration 87Q: 3 clusters Score -6154442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -6154446.500000 Penalty: 3613.726074
	Iteration 88Q: 3 clusters Score -6154446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -6154447.500000 Penalty: 3613.726074
	Iteration 89Q: 3 clusters Score -6154448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -6154445.000000 Penalty: 3613.726074
	Iteration 90Q: 3 clusters Score -6154445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -6154442.000000 Penalty: 3613.726074
	Iteration 91Q: 3 clusters Score -6154442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -6154442.500000 Penalty: 3613.726074
	Iteration 92Q: 3 clusters Score -6154442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -6154436.000000 Penalty: 3613.726074
	Iteration 93Q: 3 clusters Score -6154436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -6154438.000000 Penalty: 3613.726074
	Iteration 94Q: 3 clusters Score -6154438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -6154439.500000 Penalty: 3613.726074
	Iteration 95Q: 3 clusters Score -6154440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -6154437.000000 Penalty: 3613.726074
	Iteration 96Q: 3 clusters Score -6154437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -6154439.500000 Penalty: 3613.726074
	Iteration 97Q: 3 clusters Score -6154440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -6154439.500000 Penalty: 3613.726074
	Iteration 98F: 3 clusters Score -6154440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Entering Unmasked Estep 
Score: -610814.125000 Penalty: 1433.243652
	Iteration 0F: 2 clusters Score -610814.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -605743.375000 Penalty: 2866.487305
	Iteration 0F: 3 clusters Score -605743.4 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -607202.750000 Penalty: 2866.487305
	Iteration 1F: 3 clusters Score -607202.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -607363.937500 Penalty: 2866.487305
	Iteration 2F: 3 clusters Score -607363.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -607463.125000 Penalty: 2866.487305
	Iteration 3Q: 3 clusters Score -607463.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -607536.750000 Penalty: 2866.487305
	Iteration 4Q: 3 clusters Score -607536.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -607599.562500 Penalty: 2866.487305
	Iteration 5Q: 3 clusters Score -607599.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -607657.750000 Penalty: 2866.487305
	Iteration 6Q: 3 clusters Score -607657.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -607711.875000 Penalty: 2866.487305
	Iteration 7Q: 3 clusters Score -607711.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -607761.187500 Penalty: 2866.487305
	Iteration 8Q: 3 clusters Score -607761.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -607812.375000 Penalty: 2866.487305
	Iteration 9Q: 3 clusters Score -607812.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -607881.875000 Penalty: 2866.487305
	Iteration 10Q: 3 clusters Score -607881.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -607958.000000 Penalty: 2866.487305
	Iteration 11Q: 3 clusters Score -607958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -608038.812500 Penalty: 2866.487305
	Iteration 12Q: 3 clusters Score -608038.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -608139.125000 Penalty: 2866.487305
	Iteration 13Q: 3 clusters Score -608139.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -608245.625000 Penalty: 2866.487305
	Iteration 14Q: 3 clusters Score -608245.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -608359.562500 Penalty: 2866.487305
	Iteration 15Q: 3 clusters Score -608359.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -608476.937500 Penalty: 2866.487305
	Iteration 16Q: 3 clusters Score -608476.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -608622.937500 Penalty: 2866.487305
	Iteration 17Q: 3 clusters Score -608622.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -608793.000000 Penalty: 2866.487305
	Iteration 18Q: 3 clusters Score -608793 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -608957.937500 Penalty: 2866.487305
	Iteration 19Q: 3 clusters Score -608957.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -609110.875000 Penalty: 2866.487305
	Iteration 20F: 3 clusters Score -609110.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -609239.437500 Penalty: 2866.487305
	Iteration 21Q: 3 clusters Score -609239.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -609319.437500 Penalty: 2866.487305
	Iteration 22Q: 3 clusters Score -609319.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -609373.750000 Penalty: 2866.487305
	Iteration 23Q: 3 clusters Score -609373.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -609443.312500 Penalty: 2866.487305
	Iteration 24Q: 3 clusters Score -609443.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -609502.812500 Penalty: 2866.487305
	Iteration 25Q: 3 clusters Score -609502.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -609537.000000 Penalty: 2866.487305
	Iteration 26Q: 3 clusters Score -609537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -609558.437500 Penalty: 2866.487305
	Iteration 27Q: 3 clusters Score -609558.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -609573.250000 Penalty: 2866.487305
	Iteration 28Q: 3 clusters Score -609573.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -609582.875000 Penalty: 2866.487305
	Iteration 29Q: 3 clusters Score -609582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -609590.875000 Penalty: 2866.487305
	Iteration 30Q: 3 clusters Score -609590.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -609594.250000 Penalty: 2866.487305
	Iteration 31Q: 3 clusters Score -609594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -609595.875000 Penalty: 2866.487305
	Iteration 32Q: 3 clusters Score -609595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -609595.937500 Penalty: 2866.487305
	Iteration 33Q: 3 clusters Score -609595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -609595.937500 Penalty: 2866.487305
	Iteration 34F: 3 clusters Score -609595.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (219861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219861 members 
Entering Unmasked Estep 
Score: -19728830.000000 Penalty: 1998.871948
	Iteration 0F: 2 clusters Score -1.972883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109708 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -19585866.000000 Penalty: 3997.743896
	Iteration 0F: 3 clusters Score -1.958587e+07 nChanged 106628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 113279 members 
Entering Unmasked Estep 
Score: -19650082.000000 Penalty: 3997.743896
	Iteration 1F: 3 clusters Score -1.965008e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 115374 members 
Entering Unmasked Estep 
Score: -19651790.000000 Penalty: 3997.743896
	Iteration 2Q: 3 clusters Score -1.965179e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 118644 members 
Entering Unmasked Estep 
Score: -19654212.000000 Penalty: 3997.743896
	Iteration 3Q: 3 clusters Score -1.965421e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -19657700.000000 Penalty: 3997.743896
	Iteration 4Q: 3 clusters Score -1.96577e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 130751 members 
Entering Unmasked Estep 
Score: -19663096.000000 Penalty: 3997.743896
	Iteration 5Q: 3 clusters Score -1.96631e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -19671694.000000 Penalty: 3997.743896
	Iteration 6F: 3 clusters Score -1.967169e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 150925 members 
Entering Unmasked Estep 
Score: -19682422.000000 Penalty: 3997.743896
	Iteration 7F: 3 clusters Score -1.968242e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 160634 members 
Entering Unmasked Estep 
Score: -19693052.000000 Penalty: 3997.743896
	Iteration 8F: 3 clusters Score -1.969305e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -19700730.000000 Penalty: 3997.743896
	Iteration 9F: 3 clusters Score -1.970073e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 172900 members 
Entering Unmasked Estep 
Score: -19705384.000000 Penalty: 3997.743896
	Iteration 10Q: 3 clusters Score -1.970538e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -19708084.000000 Penalty: 3997.743896
	Iteration 11Q: 3 clusters Score -1.970808e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 180309 members 
Entering Unmasked Estep 
Score: -19709674.000000 Penalty: 3997.743896
	Iteration 12Q: 3 clusters Score -1.970967e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 183505 members 
Entering Unmasked Estep 
Score: -19710844.000000 Penalty: 3997.743896
	Iteration 13Q: 3 clusters Score -1.971084e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 186573 members 
Entering Unmasked Estep 
Score: -19712070.000000 Penalty: 3997.743896
	Iteration 14Q: 3 clusters Score -1.971207e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 189466 members 
Entering Unmasked Estep 
Score: -19713104.000000 Penalty: 3997.743896
	Iteration 15Q: 3 clusters Score -1.97131e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 192251 members 
Entering Unmasked Estep 
Score: -19714068.000000 Penalty: 3997.743896
	Iteration 16Q: 3 clusters Score -1.971407e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 194884 members 
Entering Unmasked Estep 
Score: -19715016.000000 Penalty: 3997.743896
	Iteration 17Q: 3 clusters Score -1.971502e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 197486 members 
Entering Unmasked Estep 
Score: -19715986.000000 Penalty: 3997.743896
	Iteration 18Q: 3 clusters Score -1.971599e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 200013 members 
Entering Unmasked Estep 
Score: -19717040.000000 Penalty: 3997.743896
	Iteration 19Q: 3 clusters Score -1.971704e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 202406 members 
Entering Unmasked Estep 
Score: -19718100.000000 Penalty: 3997.743896
	Iteration 20F: 3 clusters Score -1.97181e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 204663 members 
Entering Unmasked Estep 
Score: -19719040.000000 Penalty: 3997.743896
	Iteration 21Q: 3 clusters Score -1.971904e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 206773 members 
Entering Unmasked Estep 
Score: -19719928.000000 Penalty: 3997.743896
	Iteration 22Q: 3 clusters Score -1.971993e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 208617 members 
Entering Unmasked Estep 
Score: -19720862.000000 Penalty: 3997.743896
	Iteration 23Q: 3 clusters Score -1.972086e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 210308 members 
Entering Unmasked Estep 
Score: -19721768.000000 Penalty: 3997.743896
	Iteration 24Q: 3 clusters Score -1.972177e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 211742 members 
Entering Unmasked Estep 
Score: -19722424.000000 Penalty: 3997.743896
	Iteration 25Q: 3 clusters Score -1.972242e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 213028 members 
Entering Unmasked Estep 
Score: -19723134.000000 Penalty: 3997.743896
	Iteration 26Q: 3 clusters Score -1.972313e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 214149 members 
Entering Unmasked Estep 
Score: -19723826.000000 Penalty: 3997.743896
	Iteration 27Q: 3 clusters Score -1.972383e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 215120 members 
Entering Unmasked Estep 
Score: -19724364.000000 Penalty: 3997.743896
	Iteration 28Q: 3 clusters Score -1.972436e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 215971 members 
Entering Unmasked Estep 
Score: -19724936.000000 Penalty: 3997.743896
	Iteration 29Q: 3 clusters Score -1.972494e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 216662 members 
Entering Unmasked Estep 
Score: -19725268.000000 Penalty: 3997.743896
	Iteration 30Q: 3 clusters Score -1.972527e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 217204 members 
Entering Unmasked Estep 
Score: -19725598.000000 Penalty: 3997.743896
	Iteration 31Q: 3 clusters Score -1.97256e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 217645 members 
Entering Unmasked Estep 
Score: -19725822.000000 Penalty: 3997.743896
	Iteration 32Q: 3 clusters Score -1.972582e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 218005 members 
Entering Unmasked Estep 
Score: -19726100.000000 Penalty: 3997.743896
	Iteration 33Q: 3 clusters Score -1.97261e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 218284 members 
Entering Unmasked Estep 
Score: -19726318.000000 Penalty: 3997.743896
	Iteration 34Q: 3 clusters Score -1.972632e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 218500 members 
Entering Unmasked Estep 
Score: -19726478.000000 Penalty: 3997.743896
	Iteration 35Q: 3 clusters Score -1.972648e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 218661 members 
Entering Unmasked Estep 
Score: -19726608.000000 Penalty: 3997.743896
	Iteration 36Q: 3 clusters Score -1.972661e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 218789 members 
Entering Unmasked Estep 
Score: -19726676.000000 Penalty: 3997.743896
	Iteration 37Q: 3 clusters Score -1.972668e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 218874 members 
Entering Unmasked Estep 
Score: -19726756.000000 Penalty: 3997.743896
	Iteration 38Q: 3 clusters Score -1.972676e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 218948 members 
Entering Unmasked Estep 
Score: -19726812.000000 Penalty: 3997.743896
	Iteration 39Q: 3 clusters Score -1.972681e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 219011 members 
Entering Unmasked Estep 
Score: -19726848.000000 Penalty: 3997.743896
	Iteration 40F: 3 clusters Score -1.972685e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 219063 members 
Entering Unmasked Estep 
Score: -19726878.000000 Penalty: 3997.743896
	Iteration 41Q: 3 clusters Score -1.972688e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 219105 members 
Entering Unmasked Estep 
Score: -19726898.000000 Penalty: 3997.743896
	Iteration 42Q: 3 clusters Score -1.97269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 219140 members 
Entering Unmasked Estep 
Score: -19726938.000000 Penalty: 3997.743896
	Iteration 43Q: 3 clusters Score -1.972694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 219171 members 
Entering Unmasked Estep 
Score: -19726958.000000 Penalty: 3997.743896
	Iteration 44Q: 3 clusters Score -1.972696e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 219205 members 
Entering Unmasked Estep 
Score: -19726982.000000 Penalty: 3997.743896
	Iteration 45Q: 3 clusters Score -1.972698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 219232 members 
Entering Unmasked Estep 
Score: -19727026.000000 Penalty: 3997.743896
	Iteration 46Q: 3 clusters Score -1.972703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 219245 members 
Entering Unmasked Estep 
Score: -19727036.000000 Penalty: 3997.743896
	Iteration 47Q: 3 clusters Score -1.972704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 219257 members 
Entering Unmasked Estep 
Score: -19727034.000000 Penalty: 3997.743896
	Iteration 48Q: 3 clusters Score -1.972703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 219268 members 
Entering Unmasked Estep 
Score: -19727052.000000 Penalty: 3997.743896
	Iteration 49Q: 3 clusters Score -1.972705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 219275 members 
Entering Unmasked Estep 
Score: -19727052.000000 Penalty: 3997.743896
	Iteration 50Q: 3 clusters Score -1.972705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 219278 members 
Entering Unmasked Estep 
Score: -19727060.000000 Penalty: 3997.743896
	Iteration 51Q: 3 clusters Score -1.972706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 219282 members 
Entering Unmasked Estep 
Score: -19727062.000000 Penalty: 3997.743896
	Iteration 52Q: 3 clusters Score -1.972706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 219287 members 
Entering Unmasked Estep 
Score: -19727072.000000 Penalty: 3997.743896
	Iteration 53Q: 3 clusters Score -1.972707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 219292 members 
Entering Unmasked Estep 
Score: -19727076.000000 Penalty: 3997.743896
	Iteration 54Q: 3 clusters Score -1.972708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 219299 members 
Entering Unmasked Estep 
Score: -19727086.000000 Penalty: 3997.743896
	Iteration 55Q: 3 clusters Score -1.972709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 219306 members 
Entering Unmasked Estep 
Score: -19727084.000000 Penalty: 3997.743896
	Iteration 56Q: 3 clusters Score -1.972708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 219315 members 
Entering Unmasked Estep 
Score: -19727102.000000 Penalty: 3997.743896
	Iteration 57Q: 3 clusters Score -1.97271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 219320 members 
Entering Unmasked Estep 
Score: -19727110.000000 Penalty: 3997.743896
	Iteration 58Q: 3 clusters Score -1.972711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 219324 members 
Entering Unmasked Estep 
Score: -19727098.000000 Penalty: 3997.743896
	Iteration 59Q: 3 clusters Score -1.97271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 219327 members 
Entering Unmasked Estep 
Score: -19727108.000000 Penalty: 3997.743896
	Iteration 60F: 3 clusters Score -1.972711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 219326 members 
Entering Unmasked Estep 
Score: -19727104.000000 Penalty: 3997.743896
	Iteration 61Q: 3 clusters Score -1.97271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 219327 members 
Entering Unmasked Estep 
Score: -19727106.000000 Penalty: 3997.743896
	Iteration 62Q: 3 clusters Score -1.972711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 219327 members 
Entering Unmasked Estep 
Score: -19727106.000000 Penalty: 3997.743896
	Iteration 63F: 3 clusters Score -1.972711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Entering Unmasked Estep 
Score: -874314.812500 Penalty: 1494.224365
	Iteration 0F: 2 clusters Score -874314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -867231.187500 Penalty: 2988.448730
	Iteration 0F: 3 clusters Score -867231.2 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -869534.875000 Penalty: 2988.448730
	Iteration 1F: 3 clusters Score -869534.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -869742.312500 Penalty: 2988.448730
	Iteration 2F: 3 clusters Score -869742.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -869883.437500 Penalty: 2988.448730
	Iteration 3Q: 3 clusters Score -869883.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -870013.562500 Penalty: 2988.448730
	Iteration 4Q: 3 clusters Score -870013.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -870135.125000 Penalty: 2988.448730
	Iteration 5Q: 3 clusters Score -870135.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -870232.812500 Penalty: 2988.448730
	Iteration 6Q: 3 clusters Score -870232.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -870325.437500 Penalty: 2988.448730
	Iteration 7Q: 3 clusters Score -870325.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -870433.187500 Penalty: 2988.448730
	Iteration 8Q: 3 clusters Score -870433.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -870530.937500 Penalty: 2988.448730
	Iteration 9Q: 3 clusters Score -870530.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -870633.562500 Penalty: 2988.448730
	Iteration 10Q: 3 clusters Score -870633.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -870738.750000 Penalty: 2988.448730
	Iteration 11Q: 3 clusters Score -870738.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -870864.000000 Penalty: 2988.448730
	Iteration 12Q: 3 clusters Score -870864 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -870991.875000 Penalty: 2988.448730
	Iteration 13Q: 3 clusters Score -870991.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -871106.562500 Penalty: 2988.448730
	Iteration 14Q: 3 clusters Score -871106.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -871217.187500 Penalty: 2988.448730
	Iteration 15Q: 3 clusters Score -871217.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -871344.687500 Penalty: 2988.448730
	Iteration 16Q: 3 clusters Score -871344.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -871494.875000 Penalty: 2988.448730
	Iteration 17Q: 3 clusters Score -871494.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -871639.500000 Penalty: 2988.448730
	Iteration 18Q: 3 clusters Score -871639.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -871763.250000 Penalty: 2988.448730
	Iteration 19Q: 3 clusters Score -871763.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -871859.937500 Penalty: 2988.448730
	Iteration 20F: 3 clusters Score -871859.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -871945.875000 Penalty: 2988.448730
	Iteration 21Q: 3 clusters Score -871945.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -872014.375000 Penalty: 2988.448730
	Iteration 22Q: 3 clusters Score -872014.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -872050.062500 Penalty: 2988.448730
	Iteration 23Q: 3 clusters Score -872050.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -872075.500000 Penalty: 2988.448730
	Iteration 24Q: 3 clusters Score -872075.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -872092.187500 Penalty: 2988.448730
	Iteration 25Q: 3 clusters Score -872092.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -872105.562500 Penalty: 2988.448730
	Iteration 26Q: 3 clusters Score -872105.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -872117.250000 Penalty: 2988.448730
	Iteration 27Q: 3 clusters Score -872117.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -872127.000000 Penalty: 2988.448730
	Iteration 28Q: 3 clusters Score -872127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -872132.187500 Penalty: 2988.448730
	Iteration 29Q: 3 clusters Score -872132.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -872141.000000 Penalty: 2988.448730
	Iteration 30Q: 3 clusters Score -872141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -872145.437500 Penalty: 2988.448730
	Iteration 31Q: 3 clusters Score -872145.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -872154.187500 Penalty: 2988.448730
	Iteration 32Q: 3 clusters Score -872154.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -872167.812500 Penalty: 2988.448730
	Iteration 33Q: 3 clusters Score -872167.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -872178.125000 Penalty: 2988.448730
	Iteration 34Q: 3 clusters Score -872178.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -872186.312500 Penalty: 2988.448730
	Iteration 35Q: 3 clusters Score -872186.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -872194.625000 Penalty: 2988.448730
	Iteration 36Q: 3 clusters Score -872194.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -872204.812500 Penalty: 2988.448730
	Iteration 37Q: 3 clusters Score -872204.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -872214.937500 Penalty: 2988.448730
	Iteration 38Q: 3 clusters Score -872214.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -872224.375000 Penalty: 2988.448730
	Iteration 39Q: 3 clusters Score -872224.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -872233.250000 Penalty: 2988.448730
	Iteration 40F: 3 clusters Score -872233.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -872244.875000 Penalty: 2988.448730
	Iteration 41Q: 3 clusters Score -872244.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -872257.500000 Penalty: 2988.448730
	Iteration 42Q: 3 clusters Score -872257.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -872270.500000 Penalty: 2988.448730
	Iteration 43Q: 3 clusters Score -872270.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -872279.937500 Penalty: 2988.448730
	Iteration 44Q: 3 clusters Score -872279.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -872291.437500 Penalty: 2988.448730
	Iteration 45Q: 3 clusters Score -872291.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -872296.687500 Penalty: 2988.448730
	Iteration 46Q: 3 clusters Score -872296.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -872305.312500 Penalty: 2988.448730
	Iteration 47Q: 3 clusters Score -872305.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -872310.187500 Penalty: 2988.448730
	Iteration 48Q: 3 clusters Score -872310.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -872320.812500 Penalty: 2988.448730
	Iteration 49Q: 3 clusters Score -872320.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -872330.937500 Penalty: 2988.448730
	Iteration 50Q: 3 clusters Score -872330.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -872341.875000 Penalty: 2988.448730
	Iteration 51Q: 3 clusters Score -872341.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -872357.250000 Penalty: 2988.448730
	Iteration 52Q: 3 clusters Score -872357.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -872364.437500 Penalty: 2988.448730
	Iteration 53Q: 3 clusters Score -872364.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -872372.312500 Penalty: 2988.448730
	Iteration 54Q: 3 clusters Score -872372.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -872379.312500 Penalty: 2988.448730
	Iteration 55Q: 3 clusters Score -872379.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -872389.937500 Penalty: 2988.448730
	Iteration 56Q: 3 clusters Score -872389.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -872398.625000 Penalty: 2988.448730
	Iteration 57Q: 3 clusters Score -872398.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -872409.312500 Penalty: 2988.448730
	Iteration 58Q: 3 clusters Score -872409.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -872415.562500 Penalty: 2988.448730
	Iteration 59Q: 3 clusters Score -872415.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -872418.375000 Penalty: 2988.448730
	Iteration 60F: 3 clusters Score -872418.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -872422.000000 Penalty: 2988.448730
	Iteration 61Q: 3 clusters Score -872422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -872422.500000 Penalty: 2988.448730
	Iteration 62Q: 3 clusters Score -872422.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -872425.937500 Penalty: 2988.448730
	Iteration 63Q: 3 clusters Score -872425.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -872431.625000 Penalty: 2988.448730
	Iteration 64Q: 3 clusters Score -872431.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -872432.687500 Penalty: 2988.448730
	Iteration 65Q: 3 clusters Score -872432.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -872438.062500 Penalty: 2988.448730
	Iteration 66Q: 3 clusters Score -872438.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -872444.500000 Penalty: 2988.448730
	Iteration 67Q: 3 clusters Score -872444.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -872450.437500 Penalty: 2988.448730
	Iteration 68Q: 3 clusters Score -872450.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -872454.750000 Penalty: 2988.448730
	Iteration 69Q: 3 clusters Score -872454.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -872461.562500 Penalty: 2988.448730
	Iteration 70Q: 3 clusters Score -872461.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -872468.937500 Penalty: 2988.448730
	Iteration 71Q: 3 clusters Score -872468.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -872475.687500 Penalty: 2988.448730
	Iteration 72Q: 3 clusters Score -872475.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -872478.875000 Penalty: 2988.448730
	Iteration 73Q: 3 clusters Score -872478.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -872488.000000 Penalty: 2988.448730
	Iteration 74Q: 3 clusters Score -872488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -872497.187500 Penalty: 2988.448730
	Iteration 75Q: 3 clusters Score -872497.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -872507.937500 Penalty: 2988.448730
	Iteration 76Q: 3 clusters Score -872507.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -872514.562500 Penalty: 2988.448730
	Iteration 77Q: 3 clusters Score -872514.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -872525.687500 Penalty: 2988.448730
	Iteration 78Q: 3 clusters Score -872525.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -872534.437500 Penalty: 2988.448730
	Iteration 79Q: 3 clusters Score -872534.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -872544.187500 Penalty: 2988.448730
	Iteration 80F: 3 clusters Score -872544.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -872549.562500 Penalty: 2988.448730
	Iteration 81Q: 3 clusters Score -872549.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -872564.937500 Penalty: 2988.448730
	Iteration 82Q: 3 clusters Score -872564.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -872580.750000 Penalty: 2988.448730
	Iteration 83Q: 3 clusters Score -872580.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -872598.312500 Penalty: 2988.448730
	Iteration 84Q: 3 clusters Score -872598.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -872615.250000 Penalty: 2988.448730
	Iteration 85Q: 3 clusters Score -872615.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -872637.750000 Penalty: 2988.448730
	Iteration 86Q: 3 clusters Score -872637.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -872651.312500 Penalty: 2988.448730
	Iteration 87Q: 3 clusters Score -872651.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -872665.125000 Penalty: 2988.448730
	Iteration 88Q: 3 clusters Score -872665.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -872675.437500 Penalty: 2988.448730
	Iteration 89Q: 3 clusters Score -872675.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -872685.437500 Penalty: 2988.448730
	Iteration 90Q: 3 clusters Score -872685.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -872691.250000 Penalty: 2988.448730
	Iteration 91Q: 3 clusters Score -872691.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -872694.937500 Penalty: 2988.448730
	Iteration 92Q: 3 clusters Score -872694.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -872703.500000 Penalty: 2988.448730
	Iteration 93Q: 3 clusters Score -872703.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -872708.750000 Penalty: 2988.448730
	Iteration 94Q: 3 clusters Score -872708.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -872712.625000 Penalty: 2988.448730
	Iteration 95Q: 3 clusters Score -872712.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -872719.312500 Penalty: 2988.448730
	Iteration 96Q: 3 clusters Score -872719.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -872726.312500 Penalty: 2988.448730
	Iteration 97Q: 3 clusters Score -872726.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -872729.937500 Penalty: 2988.448730
	Iteration 98Q: 3 clusters Score -872729.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -872737.312500 Penalty: 2988.448730
	Iteration 99Q: 3 clusters Score -872737.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -872743.312500 Penalty: 2988.448730
	Iteration 100F: 3 clusters Score -872743.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -872751.812500 Penalty: 2988.448730
	Iteration 101Q: 3 clusters Score -872751.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -872757.000000 Penalty: 2988.448730
	Iteration 102Q: 3 clusters Score -872757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -872763.500000 Penalty: 2988.448730
	Iteration 103Q: 3 clusters Score -872763.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -872768.375000 Penalty: 2988.448730
	Iteration 104Q: 3 clusters Score -872768.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -872776.750000 Penalty: 2988.448730
	Iteration 105Q: 3 clusters Score -872776.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -872787.312500 Penalty: 2988.448730
	Iteration 106Q: 3 clusters Score -872787.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -872792.187500 Penalty: 2988.448730
	Iteration 107Q: 3 clusters Score -872792.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -872799.750000 Penalty: 2988.448730
	Iteration 108Q: 3 clusters Score -872799.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -872805.937500 Penalty: 2988.448730
	Iteration 109Q: 3 clusters Score -872805.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -872812.937500 Penalty: 2988.448730
	Iteration 110Q: 3 clusters Score -872812.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -872822.875000 Penalty: 2988.448730
	Iteration 111Q: 3 clusters Score -872822.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -872831.375000 Penalty: 2988.448730
	Iteration 112Q: 3 clusters Score -872831.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -872835.562500 Penalty: 2988.448730
	Iteration 113Q: 3 clusters Score -872835.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -872841.625000 Penalty: 2988.448730
	Iteration 114Q: 3 clusters Score -872841.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -872846.000000 Penalty: 2988.448730
	Iteration 115Q: 3 clusters Score -872846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -872850.687500 Penalty: 2988.448730
	Iteration 116Q: 3 clusters Score -872850.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -872853.750000 Penalty: 2988.448730
	Iteration 117Q: 3 clusters Score -872853.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -872857.312500 Penalty: 2988.448730
	Iteration 118Q: 3 clusters Score -872857.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -872860.687500 Penalty: 2988.448730
	Iteration 119Q: 3 clusters Score -872860.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -872863.687500 Penalty: 2988.448730
	Iteration 120F: 3 clusters Score -872863.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -872868.250000 Penalty: 2988.448730
	Iteration 121Q: 3 clusters Score -872868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -872872.562500 Penalty: 2988.448730
	Iteration 122Q: 3 clusters Score -872872.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -872879.125000 Penalty: 2988.448730
	Iteration 123Q: 3 clusters Score -872879.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -872888.187500 Penalty: 2988.448730
	Iteration 124Q: 3 clusters Score -872888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -872891.250000 Penalty: 2988.448730
	Iteration 125Q: 3 clusters Score -872891.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -872901.250000 Penalty: 2988.448730
	Iteration 126Q: 3 clusters Score -872901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -872907.500000 Penalty: 2988.448730
	Iteration 127Q: 3 clusters Score -872907.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -872922.125000 Penalty: 2988.448730
	Iteration 128Q: 3 clusters Score -872922.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -872937.937500 Penalty: 2988.448730
	Iteration 129Q: 3 clusters Score -872937.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -872950.562500 Penalty: 2988.448730
	Iteration 130Q: 3 clusters Score -872950.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -872968.437500 Penalty: 2988.448730
	Iteration 131Q: 3 clusters Score -872968.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -872980.062500 Penalty: 2988.448730
	Iteration 132Q: 3 clusters Score -872980.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -872991.000000 Penalty: 2988.448730
	Iteration 133Q: 3 clusters Score -872991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -872998.250000 Penalty: 2988.448730
	Iteration 134Q: 3 clusters Score -872998.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -873000.562500 Penalty: 2988.448730
	Iteration 135Q: 3 clusters Score -873000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -873006.812500 Penalty: 2988.448730
	Iteration 136Q: 3 clusters Score -873006.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -873011.437500 Penalty: 2988.448730
	Iteration 137Q: 3 clusters Score -873011.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -873018.312500 Penalty: 2988.448730
	Iteration 138Q: 3 clusters Score -873018.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -873025.937500 Penalty: 2988.448730
	Iteration 139Q: 3 clusters Score -873025.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -873032.375000 Penalty: 2988.448730
	Iteration 140F: 3 clusters Score -873032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -873035.250000 Penalty: 2988.448730
	Iteration 141Q: 3 clusters Score -873035.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -873039.375000 Penalty: 2988.448730
	Iteration 142Q: 3 clusters Score -873039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -873039.250000 Penalty: 2988.448730
	Iteration 143Q: 3 clusters Score -873039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -873041.437500 Penalty: 2988.448730
	Iteration 144Q: 3 clusters Score -873041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -873040.625000 Penalty: 2988.448730
	Iteration 145Q: 3 clusters Score -873040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -873040.875000 Penalty: 2988.448730
	Iteration 146Q: 3 clusters Score -873040.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -873043.062500 Penalty: 2988.448730
	Iteration 147Q: 3 clusters Score -873043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -873046.937500 Penalty: 2988.448730
	Iteration 148Q: 3 clusters Score -873046.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -873051.562500 Penalty: 2988.448730
	Iteration 149Q: 3 clusters Score -873051.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -873055.437500 Penalty: 2988.448730
	Iteration 150Q: 3 clusters Score -873055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -873059.437500 Penalty: 2988.448730
	Iteration 151Q: 3 clusters Score -873059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -873060.687500 Penalty: 2988.448730
	Iteration 152Q: 3 clusters Score -873060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -873062.062500 Penalty: 2988.448730
	Iteration 153Q: 3 clusters Score -873062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -873064.562500 Penalty: 2988.448730
	Iteration 154Q: 3 clusters Score -873064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -873067.187500 Penalty: 2988.448730
	Iteration 155Q: 3 clusters Score -873067.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -873068.062500 Penalty: 2988.448730
	Iteration 156Q: 3 clusters Score -873068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -873069.687500 Penalty: 2988.448730
	Iteration 157Q: 3 clusters Score -873069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -873071.562500 Penalty: 2988.448730
	Iteration 158Q: 3 clusters Score -873071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -873072.375000 Penalty: 2988.448730
	Iteration 159Q: 3 clusters Score -873072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -873072.500000 Penalty: 2988.448730
	Iteration 160F: 3 clusters Score -873072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -873073.937500 Penalty: 2988.448730
	Iteration 161Q: 3 clusters Score -873073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -873073.937500 Penalty: 2988.448730
	Iteration 162F: 3 clusters Score -873073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Entering Unmasked Estep 
Score: -1655477.375000 Penalty: 1596.014282
	Iteration 0F: 2 clusters Score -1655477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1642842.625000 Penalty: 3192.028564
	Iteration 0F: 3 clusters Score -1642843 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1647388.250000 Penalty: 3192.028564
	Iteration 1F: 3 clusters Score -1647388 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1647866.125000 Penalty: 3192.028564
	Iteration 2F: 3 clusters Score -1647866 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1648489.000000 Penalty: 3192.028564
	Iteration 3F: 3 clusters Score -1648489 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1649391.000000 Penalty: 3192.028564
	Iteration 4F: 3 clusters Score -1649391 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1650491.625000 Penalty: 3192.028564
	Iteration 5F: 3 clusters Score -1650492 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1651710.250000 Penalty: 3192.028564
	Iteration 6F: 3 clusters Score -1651710 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1652818.000000 Penalty: 3192.028564
	Iteration 7F: 3 clusters Score -1652818 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1653475.375000 Penalty: 3192.028564
	Iteration 8Q: 3 clusters Score -1653475 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1653846.250000 Penalty: 3192.028564
	Iteration 9Q: 3 clusters Score -1653846 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1654054.500000 Penalty: 3192.028564
	Iteration 10Q: 3 clusters Score -1654054 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1654224.750000 Penalty: 3192.028564
	Iteration 11Q: 3 clusters Score -1654225 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1654346.875000 Penalty: 3192.028564
	Iteration 12Q: 3 clusters Score -1654347 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1654437.625000 Penalty: 3192.028564
	Iteration 13Q: 3 clusters Score -1654438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1654512.000000 Penalty: 3192.028564
	Iteration 14Q: 3 clusters Score -1654512 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1654574.875000 Penalty: 3192.028564
	Iteration 15Q: 3 clusters Score -1654575 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1654608.125000 Penalty: 3192.028564
	Iteration 16Q: 3 clusters Score -1654608 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1654641.250000 Penalty: 3192.028564
	Iteration 17Q: 3 clusters Score -1654641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1654674.875000 Penalty: 3192.028564
	Iteration 18Q: 3 clusters Score -1654675 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1654699.000000 Penalty: 3192.028564
	Iteration 19Q: 3 clusters Score -1654699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1654719.250000 Penalty: 3192.028564
	Iteration 20F: 3 clusters Score -1654719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1654743.125000 Penalty: 3192.028564
	Iteration 21Q: 3 clusters Score -1654743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1654767.125000 Penalty: 3192.028564
	Iteration 22Q: 3 clusters Score -1654767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1654784.375000 Penalty: 3192.028564
	Iteration 23Q: 3 clusters Score -1654784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1654807.250000 Penalty: 3192.028564
	Iteration 24Q: 3 clusters Score -1654807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1654824.125000 Penalty: 3192.028564
	Iteration 25Q: 3 clusters Score -1654824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1654830.875000 Penalty: 3192.028564
	Iteration 26Q: 3 clusters Score -1654831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1654843.000000 Penalty: 3192.028564
	Iteration 27Q: 3 clusters Score -1654843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1654854.125000 Penalty: 3192.028564
	Iteration 28Q: 3 clusters Score -1654854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1654868.625000 Penalty: 3192.028564
	Iteration 29Q: 3 clusters Score -1654869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1654879.750000 Penalty: 3192.028564
	Iteration 30Q: 3 clusters Score -1654880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1654892.500000 Penalty: 3192.028564
	Iteration 31Q: 3 clusters Score -1654892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1654897.000000 Penalty: 3192.028564
	Iteration 32Q: 3 clusters Score -1654897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1654909.750000 Penalty: 3192.028564
	Iteration 33Q: 3 clusters Score -1654910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1654919.875000 Penalty: 3192.028564
	Iteration 34Q: 3 clusters Score -1654920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1654927.625000 Penalty: 3192.028564
	Iteration 35Q: 3 clusters Score -1654928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1654935.500000 Penalty: 3192.028564
	Iteration 36Q: 3 clusters Score -1654936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1654937.000000 Penalty: 3192.028564
	Iteration 37Q: 3 clusters Score -1654937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1654943.875000 Penalty: 3192.028564
	Iteration 38Q: 3 clusters Score -1654944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1654944.125000 Penalty: 3192.028564
	Iteration 39Q: 3 clusters Score -1654944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1654946.500000 Penalty: 3192.028564
	Iteration 40F: 3 clusters Score -1654946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1654947.125000 Penalty: 3192.028564
	Iteration 41Q: 3 clusters Score -1654947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1654947.000000 Penalty: 3192.028564
	Iteration 42Q: 3 clusters Score -1654947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1654945.500000 Penalty: 3192.028564
	Iteration 43Q: 3 clusters Score -1654946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1654946.875000 Penalty: 3192.028564
	Iteration 44Q: 3 clusters Score -1654947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1654946.875000 Penalty: 3192.028564
	Iteration 45F: 3 clusters Score -1654947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -165862.625000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -165862.6 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 1025 members 
Entering Unmasked Estep 
Score: -163796.125000 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -163796.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -164251.875000 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -164251.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -164408.890625 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -164408.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -164543.687500 Penalty: 2468.664307
	Iteration 3F: 3 clusters Score -164543.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -164657.375000 Penalty: 2468.664307
	Iteration 4F: 3 clusters Score -164657.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -164752.468750 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -164752.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -164863.671875 Penalty: 2468.664307
	Iteration 6F: 3 clusters Score -164863.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -164972.484375 Penalty: 2468.664307
	Iteration 7F: 3 clusters Score -164972.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -165050.578125 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -165050.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165106.078125 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -165106.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165142.171875 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -165142.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165174.906250 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -165174.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165210.203125 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -165210.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165230.234375 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -165230.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165242.890625 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -165242.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165251.265625 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -165251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165253.937500 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -165253.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165256.421875 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -165256.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -165258.625000 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -165258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165260.546875 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -165260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165262.484375 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -165262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165264.703125 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -165264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165266.609375 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -165266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165267.921875 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -165267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165267.921875 Penalty: 2468.664307
	Iteration 24F: 3 clusters Score -165267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Entering Unmasked Estep 
Score: -1154709.125000 Penalty: 1539.389526
	Iteration 0F: 2 clusters Score -1154709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1145675.625000 Penalty: 3078.779053
	Iteration 0F: 3 clusters Score -1145676 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1148730.125000 Penalty: 3078.779053
	Iteration 1F: 3 clusters Score -1148730 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1148990.250000 Penalty: 3078.779053
	Iteration 2F: 3 clusters Score -1148990 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1149215.625000 Penalty: 3078.779053
	Iteration 3Q: 3 clusters Score -1149216 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1149403.125000 Penalty: 3078.779053
	Iteration 4Q: 3 clusters Score -1149403 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1149599.000000 Penalty: 3078.779053
	Iteration 5Q: 3 clusters Score -1149599 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1149840.875000 Penalty: 3078.779053
	Iteration 6Q: 3 clusters Score -1149841 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1150116.000000 Penalty: 3078.779053
	Iteration 7Q: 3 clusters Score -1150116 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1150434.500000 Penalty: 3078.779053
	Iteration 8Q: 3 clusters Score -1150434 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1150781.875000 Penalty: 3078.779053
	Iteration 9Q: 3 clusters Score -1150782 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1151155.500000 Penalty: 3078.779053
	Iteration 10Q: 3 clusters Score -1151156 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1151493.250000 Penalty: 3078.779053
	Iteration 11Q: 3 clusters Score -1151493 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1151777.500000 Penalty: 3078.779053
	Iteration 12Q: 3 clusters Score -1151778 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1152048.000000 Penalty: 3078.779053
	Iteration 13Q: 3 clusters Score -1152048 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1152273.500000 Penalty: 3078.779053
	Iteration 14Q: 3 clusters Score -1152274 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1152477.000000 Penalty: 3078.779053
	Iteration 15Q: 3 clusters Score -1152477 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1152613.250000 Penalty: 3078.779053
	Iteration 16Q: 3 clusters Score -1152613 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1152724.750000 Penalty: 3078.779053
	Iteration 17Q: 3 clusters Score -1152725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1152816.000000 Penalty: 3078.779053
	Iteration 18Q: 3 clusters Score -1152816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1152894.500000 Penalty: 3078.779053
	Iteration 19Q: 3 clusters Score -1152894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1152958.125000 Penalty: 3078.779053
	Iteration 20F: 3 clusters Score -1152958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1153019.000000 Penalty: 3078.779053
	Iteration 21Q: 3 clusters Score -1153019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1153071.000000 Penalty: 3078.779053
	Iteration 22Q: 3 clusters Score -1153071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1153113.375000 Penalty: 3078.779053
	Iteration 23Q: 3 clusters Score -1153113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1153154.000000 Penalty: 3078.779053
	Iteration 24Q: 3 clusters Score -1153154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1153194.375000 Penalty: 3078.779053
	Iteration 25Q: 3 clusters Score -1153194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1153239.250000 Penalty: 3078.779053
	Iteration 26Q: 3 clusters Score -1153239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1153265.875000 Penalty: 3078.779053
	Iteration 27Q: 3 clusters Score -1153266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1153282.250000 Penalty: 3078.779053
	Iteration 28Q: 3 clusters Score -1153282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1153297.000000 Penalty: 3078.779053
	Iteration 29Q: 3 clusters Score -1153297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1153311.000000 Penalty: 3078.779053
	Iteration 30Q: 3 clusters Score -1153311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1153324.875000 Penalty: 3078.779053
	Iteration 31Q: 3 clusters Score -1153325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1153338.250000 Penalty: 3078.779053
	Iteration 32Q: 3 clusters Score -1153338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1153349.750000 Penalty: 3078.779053
	Iteration 33Q: 3 clusters Score -1153350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1153357.250000 Penalty: 3078.779053
	Iteration 34Q: 3 clusters Score -1153357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1153364.500000 Penalty: 3078.779053
	Iteration 35Q: 3 clusters Score -1153364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1153369.750000 Penalty: 3078.779053
	Iteration 36Q: 3 clusters Score -1153370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1153375.750000 Penalty: 3078.779053
	Iteration 37Q: 3 clusters Score -1153376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1153375.250000 Penalty: 3078.779053
	Iteration 38Q: 3 clusters Score -1153375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1153377.250000 Penalty: 3078.779053
	Iteration 39Q: 3 clusters Score -1153377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1153376.375000 Penalty: 3078.779053
	Iteration 40F: 3 clusters Score -1153376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1153378.250000 Penalty: 3078.779053
	Iteration 41Q: 3 clusters Score -1153378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1153381.125000 Penalty: 3078.779053
	Iteration 42Q: 3 clusters Score -1153381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1153392.750000 Penalty: 3078.779053
	Iteration 43Q: 3 clusters Score -1153393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1153405.000000 Penalty: 3078.779053
	Iteration 44Q: 3 clusters Score -1153405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1153408.000000 Penalty: 3078.779053
	Iteration 45Q: 3 clusters Score -1153408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1153411.000000 Penalty: 3078.779053
	Iteration 46Q: 3 clusters Score -1153411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1153412.750000 Penalty: 3078.779053
	Iteration 47Q: 3 clusters Score -1153413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1153412.750000 Penalty: 3078.779053
	Iteration 48F: 3 clusters Score -1153413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -189013.437500 Penalty: 1241.207275
	Iteration 0F: 2 clusters Score -189013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -186858.343750 Penalty: 2482.414551
	Iteration 0F: 3 clusters Score -186858.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -187345.812500 Penalty: 2482.414551
	Iteration 1F: 3 clusters Score -187345.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187481.156250 Penalty: 2482.414551
	Iteration 2F: 3 clusters Score -187481.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187549.703125 Penalty: 2482.414551
	Iteration 3F: 3 clusters Score -187549.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -187590.875000 Penalty: 2482.414551
	Iteration 4Q: 3 clusters Score -187590.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -187619.687500 Penalty: 2482.414551
	Iteration 5Q: 3 clusters Score -187619.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -187639.187500 Penalty: 2482.414551
	Iteration 6Q: 3 clusters Score -187639.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -187655.796875 Penalty: 2482.414551
	Iteration 7Q: 3 clusters Score -187655.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -187665.953125 Penalty: 2482.414551
	Iteration 8Q: 3 clusters Score -187666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -187673.140625 Penalty: 2482.414551
	Iteration 9Q: 3 clusters Score -187673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -187676.421875 Penalty: 2482.414551
	Iteration 10Q: 3 clusters Score -187676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -187678.125000 Penalty: 2482.414551
	Iteration 11Q: 3 clusters Score -187678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -187678.609375 Penalty: 2482.414551
	Iteration 12Q: 3 clusters Score -187678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -187679.000000 Penalty: 2482.414551
	Iteration 13Q: 3 clusters Score -187679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -187679.843750 Penalty: 2482.414551
	Iteration 14Q: 3 clusters Score -187679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -187680.531250 Penalty: 2482.414551
	Iteration 15Q: 3 clusters Score -187680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -187680.531250 Penalty: 2482.414551
	Iteration 16F: 3 clusters Score -187680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Entering Unmasked Estep 
Score: -12409739.000000 Penalty: 1929.428711
	Iteration 0F: 2 clusters Score -1.240974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 71657 members 
Entering Unmasked Estep 
Score: -12313334.000000 Penalty: 3858.857422
	Iteration 0F: 3 clusters Score -1.231333e+07 nChanged 69285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -12354232.000000 Penalty: 3858.857422
	Iteration 1F: 3 clusters Score -1.235423e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -12355230.000000 Penalty: 3858.857422
	Iteration 2Q: 3 clusters Score -1.235523e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -12356405.000000 Penalty: 3858.857422
	Iteration 3Q: 3 clusters Score -1.23564e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -12358088.000000 Penalty: 3858.857422
	Iteration 4Q: 3 clusters Score -1.235809e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -12360446.000000 Penalty: 3858.857422
	Iteration 5Q: 3 clusters Score -1.236045e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -12364176.000000 Penalty: 3858.857422
	Iteration 6Q: 3 clusters Score -1.236418e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95515 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -12369941.000000 Penalty: 3858.857422
	Iteration 7F: 3 clusters Score -1.236994e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -12377460.000000 Penalty: 3858.857422
	Iteration 8F: 3 clusters Score -1.237746e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -12384745.000000 Penalty: 3858.857422
	Iteration 9F: 3 clusters Score -1.238474e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114918 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -12389944.000000 Penalty: 3858.857422
	Iteration 10Q: 3 clusters Score -1.238994e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -12392937.000000 Penalty: 3858.857422
	Iteration 11Q: 3 clusters Score -1.239294e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -12395107.000000 Penalty: 3858.857422
	Iteration 12Q: 3 clusters Score -1.239511e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125827 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -12397052.000000 Penalty: 3858.857422
	Iteration 13Q: 3 clusters Score -1.239705e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128871 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -12398745.000000 Penalty: 3858.857422
	Iteration 14Q: 3 clusters Score -1.239874e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131643 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -12400459.000000 Penalty: 3858.857422
	Iteration 15Q: 3 clusters Score -1.240046e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -12402129.000000 Penalty: 3858.857422
	Iteration 16Q: 3 clusters Score -1.240213e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136329 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -12403649.000000 Penalty: 3858.857422
	Iteration 17Q: 3 clusters Score -1.240365e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138111 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -12404927.000000 Penalty: 3858.857422
	Iteration 18Q: 3 clusters Score -1.240493e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139501 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -12405901.000000 Penalty: 3858.857422
	Iteration 19Q: 3 clusters Score -1.24059e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140473 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -12406638.000000 Penalty: 3858.857422
	Iteration 20F: 3 clusters Score -1.240664e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141143 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -12407160.000000 Penalty: 3858.857422
	Iteration 21Q: 3 clusters Score -1.240716e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12407498.000000 Penalty: 3858.857422
	Iteration 22Q: 3 clusters Score -1.24075e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141888 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -12407730.000000 Penalty: 3858.857422
	Iteration 23Q: 3 clusters Score -1.240773e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12407855.000000 Penalty: 3858.857422
	Iteration 24Q: 3 clusters Score -1.240786e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142213 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -12407953.000000 Penalty: 3858.857422
	Iteration 25Q: 3 clusters Score -1.240795e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142308 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12408005.000000 Penalty: 3858.857422
	Iteration 26Q: 3 clusters Score -1.2408e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142377 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12408043.000000 Penalty: 3858.857422
	Iteration 27Q: 3 clusters Score -1.240804e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12408074.000000 Penalty: 3858.857422
	Iteration 28Q: 3 clusters Score -1.240807e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142480 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12408118.000000 Penalty: 3858.857422
	Iteration 29Q: 3 clusters Score -1.240812e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142518 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12408162.000000 Penalty: 3858.857422
	Iteration 30Q: 3 clusters Score -1.240816e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142547 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12408175.000000 Penalty: 3858.857422
	Iteration 31Q: 3 clusters Score -1.240818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142570 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12408193.000000 Penalty: 3858.857422
	Iteration 32Q: 3 clusters Score -1.240819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12408214.000000 Penalty: 3858.857422
	Iteration 33Q: 3 clusters Score -1.240821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12408233.000000 Penalty: 3858.857422
	Iteration 34Q: 3 clusters Score -1.240823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12408254.000000 Penalty: 3858.857422
	Iteration 35Q: 3 clusters Score -1.240825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142651 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -12408269.000000 Penalty: 3858.857422
	Iteration 36Q: 3 clusters Score -1.240827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142662 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12408288.000000 Penalty: 3858.857422
	Iteration 37Q: 3 clusters Score -1.240829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -12408306.000000 Penalty: 3858.857422
	Iteration 38Q: 3 clusters Score -1.240831e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142685 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12408326.000000 Penalty: 3858.857422
	Iteration 39Q: 3 clusters Score -1.240833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12408305.000000 Penalty: 3858.857422
	Iteration 40F: 3 clusters Score -1.24083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142690 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12408318.000000 Penalty: 3858.857422
	Iteration 41Q: 3 clusters Score -1.240832e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142696 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12408322.000000 Penalty: 3858.857422
	Iteration 42Q: 3 clusters Score -1.240832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142700 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12408343.000000 Penalty: 3858.857422
	Iteration 43Q: 3 clusters Score -1.240834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12408349.000000 Penalty: 3858.857422
	Iteration 44Q: 3 clusters Score -1.240835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142709 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12408361.000000 Penalty: 3858.857422
	Iteration 45Q: 3 clusters Score -1.240836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12408368.000000 Penalty: 3858.857422
	Iteration 46Q: 3 clusters Score -1.240837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12408375.000000 Penalty: 3858.857422
	Iteration 47Q: 3 clusters Score -1.240838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142707 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12408371.000000 Penalty: 3858.857422
	Iteration 48Q: 3 clusters Score -1.240837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142706 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12408381.000000 Penalty: 3858.857422
	Iteration 49Q: 3 clusters Score -1.240838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142704 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12408379.000000 Penalty: 3858.857422
	Iteration 50Q: 3 clusters Score -1.240838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12408382.000000 Penalty: 3858.857422
	Iteration 51Q: 3 clusters Score -1.240838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12408382.000000 Penalty: 3858.857422
	Iteration 52F: 3 clusters Score -1.240838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -453874.250000 Penalty: 1389.508423
	Iteration 0F: 2 clusters Score -453874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -449739.593750 Penalty: 2779.016846
	Iteration 0F: 3 clusters Score -449739.6 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -450887.906250 Penalty: 2779.016846
	Iteration 1F: 3 clusters Score -450887.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -451057.437500 Penalty: 2779.016846
	Iteration 2F: 3 clusters Score -451057.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -451172.468750 Penalty: 2779.016846
	Iteration 3Q: 3 clusters Score -451172.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -451268.812500 Penalty: 2779.016846
	Iteration 4Q: 3 clusters Score -451268.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -451344.718750 Penalty: 2779.016846
	Iteration 5Q: 3 clusters Score -451344.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -451400.218750 Penalty: 2779.016846
	Iteration 6Q: 3 clusters Score -451400.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -451451.500000 Penalty: 2779.016846
	Iteration 7Q: 3 clusters Score -451451.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -451514.125000 Penalty: 2779.016846
	Iteration 8Q: 3 clusters Score -451514.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -451587.187500 Penalty: 2779.016846
	Iteration 9Q: 3 clusters Score -451587.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -451671.812500 Penalty: 2779.016846
	Iteration 10Q: 3 clusters Score -451671.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -451799.375000 Penalty: 2779.016846
	Iteration 11Q: 3 clusters Score -451799.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -451981.875000 Penalty: 2779.016846
	Iteration 12Q: 3 clusters Score -451981.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -452276.843750 Penalty: 2779.016846
	Iteration 13F: 3 clusters Score -452276.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -452612.187500 Penalty: 2779.016846
	Iteration 14Q: 3 clusters Score -452612.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -453064.937500 Penalty: 2779.016846
	Iteration 15F: 3 clusters Score -453064.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -453546.875000 Penalty: 2779.016846
	Iteration 16F: 3 clusters Score -453546.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -453834.843750 Penalty: 2779.016846
	Iteration 17Q: 3 clusters Score -453834.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -453923.312500 Penalty: 2779.016846
	Iteration 18Q: 3 clusters Score -453923.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -453950.500000 Penalty: 2779.016846
	Iteration 19Q: 3 clusters Score -453950.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -453958.031250 Penalty: 2779.016846
	Iteration 20F: 3 clusters Score -453958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -453962.218750 Penalty: 2779.016846
	Iteration 21Q: 3 clusters Score -453962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -453963.250000 Penalty: 2779.016846
	Iteration 22Q: 3 clusters Score -453963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -453964.343750 Penalty: 2779.016846
	Iteration 23Q: 3 clusters Score -453964.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -453964.875000 Penalty: 2779.016846
	Iteration 24Q: 3 clusters Score -453964.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -453965.406250 Penalty: 2779.016846
	Iteration 25Q: 3 clusters Score -453965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -453965.187500 Penalty: 2779.016846
	Iteration 26Q: 3 clusters Score -453965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -453966.656250 Penalty: 2779.016846
	Iteration 27Q: 3 clusters Score -453966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -453967.281250 Penalty: 2779.016846
	Iteration 28Q: 3 clusters Score -453967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -453967.468750 Penalty: 2779.016846
	Iteration 29Q: 3 clusters Score -453967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -453967.468750 Penalty: 2779.016846
	Iteration 30F: 3 clusters Score -453967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67451 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 219861 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2076 members 
Mstep: Class 13 contains 143402 members 
Mstep: Class 14 contains 1582 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
Score: -45692056.000000 Penalty: 36385.617188
Splitting cluster 14 changes total score from -45692588.000000 to -45692056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -389673.156250 Penalty: 1363.934326
	Iteration 0F: 2 clusters Score -389673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -386074.187500 Penalty: 2727.868652
	Iteration 0F: 3 clusters Score -386074.2 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -387010.593750 Penalty: 2727.868652
	Iteration 1F: 3 clusters Score -387010.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -387172.687500 Penalty: 2727.868652
	Iteration 2F: 3 clusters Score -387172.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -387315.562500 Penalty: 2727.868652
	Iteration 3F: 3 clusters Score -387315.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -387428.000000 Penalty: 2727.868652
	Iteration 4Q: 3 clusters Score -387428 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -387539.562500 Penalty: 2727.868652
	Iteration 5Q: 3 clusters Score -387539.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -387652.562500 Penalty: 2727.868652
	Iteration 6Q: 3 clusters Score -387652.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -387767.937500 Penalty: 2727.868652
	Iteration 7Q: 3 clusters Score -387767.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -387940.375000 Penalty: 2727.868652
	Iteration 8Q: 3 clusters Score -387940.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -388188.468750 Penalty: 2727.868652
	Iteration 9F: 3 clusters Score -388188.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -388462.531250 Penalty: 2727.868652
	Iteration 10Q: 3 clusters Score -388462.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -388708.218750 Penalty: 2727.868652
	Iteration 11Q: 3 clusters Score -388708.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -388852.656250 Penalty: 2727.868652
	Iteration 12Q: 3 clusters Score -388852.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -388932.812500 Penalty: 2727.868652
	Iteration 13Q: 3 clusters Score -388932.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -388981.375000 Penalty: 2727.868652
	Iteration 14Q: 3 clusters Score -388981.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -388998.406250 Penalty: 2727.868652
	Iteration 15Q: 3 clusters Score -388998.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -389009.093750 Penalty: 2727.868652
	Iteration 16Q: 3 clusters Score -389009.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -389015.343750 Penalty: 2727.868652
	Iteration 17Q: 3 clusters Score -389015.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -389020.406250 Penalty: 2727.868652
	Iteration 18Q: 3 clusters Score -389020.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -389024.000000 Penalty: 2727.868652
	Iteration 19Q: 3 clusters Score -389024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -389025.187500 Penalty: 2727.868652
	Iteration 20F: 3 clusters Score -389025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -389026.531250 Penalty: 2727.868652
	Iteration 21Q: 3 clusters Score -389026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -389027.218750 Penalty: 2727.868652
	Iteration 22Q: 3 clusters Score -389027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -389030.062500 Penalty: 2727.868652
	Iteration 23Q: 3 clusters Score -389030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -389030.875000 Penalty: 2727.868652
	Iteration 24Q: 3 clusters Score -389030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -389031.531250 Penalty: 2727.868652
	Iteration 25Q: 3 clusters Score -389031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -389032.937500 Penalty: 2727.868652
	Iteration 26Q: 3 clusters Score -389032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -389033.218750 Penalty: 2727.868652
	Iteration 27Q: 3 clusters Score -389033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -389032.843750 Penalty: 2727.868652
	Iteration 28Q: 3 clusters Score -389032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -389032.500000 Penalty: 2727.868652
	Iteration 29Q: 3 clusters Score -389032.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -389032.500000 Penalty: 2727.868652
	Iteration 30F: 3 clusters Score -389032.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12732.448242 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -12732.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12002.776367 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12002.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12099.148438 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12099.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12141.186523 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -12141.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12147.169922 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12147.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12148.760742 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -12148.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12148.760742 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -12148.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67451 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 219861 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2076 members 
Mstep: Class 13 contains 143402 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692584.000000 Penalty: 34245.285156
Iteration 279Q: 17 clusters Score -4.569258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67457 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219854 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 143399 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692560.000000 Penalty: 34245.285156
Iteration 280F: 17 clusters Score -4.569256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67465 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219845 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 143399 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692588.000000 Penalty: 34245.285156
Iteration 281Q: 17 clusters Score -4.569259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67473 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219838 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13006 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 143397 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692572.000000 Penalty: 34245.285156
Iteration 282Q: 17 clusters Score -4.569257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67478 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219832 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 143397 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692568.000000 Penalty: 34245.285156
Iteration 283Q: 17 clusters Score -4.569257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67480 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219830 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 143395 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692580.000000 Penalty: 34245.285156
Iteration 284Q: 17 clusters Score -4.569258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67482 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219827 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 143392 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692556.000000 Penalty: 34245.285156
Iteration 285Q: 17 clusters Score -4.569256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67482 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219825 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692564.000000 Penalty: 34245.285156
Iteration 286Q: 17 clusters Score -4.569256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67486 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219820 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692552.000000 Penalty: 34245.285156
Iteration 287Q: 17 clusters Score -4.569255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67490 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219816 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692536.000000 Penalty: 34245.285156
Iteration 288Q: 17 clusters Score -4.569254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67492 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219814 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692552.000000 Penalty: 34245.285156
Iteration 289Q: 17 clusters Score -4.569255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67495 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219811 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692536.000000 Penalty: 34245.285156
Iteration 290Q: 17 clusters Score -4.569254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67500 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219806 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143393 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692516.000000 Penalty: 34245.285156
Iteration 291Q: 17 clusters Score -4.569252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67505 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219800 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692524.000000 Penalty: 34245.285156
Iteration 292Q: 17 clusters Score -4.569252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219797 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143395 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692528.000000 Penalty: 34245.285156
Iteration 293Q: 17 clusters Score -4.569253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67511 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219793 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143395 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692540.000000 Penalty: 34245.285156
Iteration 294Q: 17 clusters Score -4.569254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67515 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219790 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692524.000000 Penalty: 34245.285156
Iteration 295Q: 17 clusters Score -4.569252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67517 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219788 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692524.000000 Penalty: 34245.285156
Iteration 296Q: 17 clusters Score -4.569252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67521 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219784 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692528.000000 Penalty: 34245.285156
Iteration 297Q: 17 clusters Score -4.569253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67527 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219778 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692524.000000 Penalty: 34245.285156
Iteration 298Q: 17 clusters Score -4.569252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67532 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219773 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692520.000000 Penalty: 34245.285156
Iteration 299Q: 17 clusters Score -4.569252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67534 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219771 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692512.000000 Penalty: 34245.285156
Iteration 300F: 17 clusters Score -4.569251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67536 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219769 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692504.000000 Penalty: 34245.285156
Iteration 301Q: 17 clusters Score -4.56925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67538 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219767 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692520.000000 Penalty: 34245.285156
Iteration 302Q: 17 clusters Score -4.569252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67540 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219765 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692524.000000 Penalty: 34245.285156
Iteration 303Q: 17 clusters Score -4.569252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67541 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219764 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692524.000000 Penalty: 34245.285156
Iteration 304Q: 17 clusters Score -4.569252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1587 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 20493 members 
Mstep: Class 5 contains 67541 members 
Mstep: Class 6 contains 6769 members 
Mstep: Class 7 contains 219764 members 
Mstep: Class 8 contains 9850 members 
Mstep: Class 9 contains 18428 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 143394 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 19 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692524.000000 Penalty: 34245.285156
Iteration 305F: 17 clusters Score -4.569252e+07 nChanged 0
Entering ConstructFrom: 
Score: -45692524.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -219126.953125 Penalty: 1265.651733
	Iteration 0F: 2 clusters Score -219127 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 1195 members 
Entering Unmasked Estep 
Score: -216788.734375 Penalty: 2531.303467
	Iteration 0F: 3 clusters Score -216788.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -217315.437500 Penalty: 2531.303467
	Iteration 1F: 3 clusters Score -217315.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -217403.171875 Penalty: 2531.303467
	Iteration 2F: 3 clusters Score -217403.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -217445.843750 Penalty: 2531.303467
	Iteration 3Q: 3 clusters Score -217445.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -217475.796875 Penalty: 2531.303467
	Iteration 4Q: 3 clusters Score -217475.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -217495.328125 Penalty: 2531.303467
	Iteration 5Q: 3 clusters Score -217495.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -217511.546875 Penalty: 2531.303467
	Iteration 6Q: 3 clusters Score -217511.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -217526.562500 Penalty: 2531.303467
	Iteration 7Q: 3 clusters Score -217526.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217537.015625 Penalty: 2531.303467
	Iteration 8Q: 3 clusters Score -217537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -217542.531250 Penalty: 2531.303467
	Iteration 9Q: 3 clusters Score -217542.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -217548.140625 Penalty: 2531.303467
	Iteration 10Q: 3 clusters Score -217548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -217553.640625 Penalty: 2531.303467
	Iteration 11Q: 3 clusters Score -217553.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -217559.437500 Penalty: 2531.303467
	Iteration 12Q: 3 clusters Score -217559.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -217564.484375 Penalty: 2531.303467
	Iteration 13Q: 3 clusters Score -217564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217565.812500 Penalty: 2531.303467
	Iteration 14Q: 3 clusters Score -217565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217567.343750 Penalty: 2531.303467
	Iteration 15Q: 3 clusters Score -217567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -217568.250000 Penalty: 2531.303467
	Iteration 16Q: 3 clusters Score -217568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -217568.906250 Penalty: 2531.303467
	Iteration 17Q: 3 clusters Score -217568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -217570.953125 Penalty: 2531.303467
	Iteration 18Q: 3 clusters Score -217571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217572.281250 Penalty: 2531.303467
	Iteration 19Q: 3 clusters Score -217572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217573.609375 Penalty: 2531.303467
	Iteration 20F: 3 clusters Score -217573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217576.187500 Penalty: 2531.303467
	Iteration 21Q: 3 clusters Score -217576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -217578.875000 Penalty: 2531.303467
	Iteration 22Q: 3 clusters Score -217578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -217580.562500 Penalty: 2531.303467
	Iteration 23Q: 3 clusters Score -217580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -217581.828125 Penalty: 2531.303467
	Iteration 24Q: 3 clusters Score -217581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217581.859375 Penalty: 2531.303467
	Iteration 25Q: 3 clusters Score -217581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -217581.859375 Penalty: 2531.303467
	Iteration 26F: 3 clusters Score -217581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -128366.062500 Penalty: 1197.560181
	Iteration 0F: 2 clusters Score -128366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -126570.429688 Penalty: 2395.120361
	Iteration 0F: 3 clusters Score -126570.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -127034.351562 Penalty: 2395.120361
	Iteration 1F: 3 clusters Score -127034.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -127189.023438 Penalty: 2395.120361
	Iteration 2F: 3 clusters Score -127189 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127336.578125 Penalty: 2395.120361
	Iteration 3F: 3 clusters Score -127336.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127450.937500 Penalty: 2395.120361
	Iteration 4F: 3 clusters Score -127450.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127527.187500 Penalty: 2395.120361
	Iteration 5Q: 3 clusters Score -127527.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127600.328125 Penalty: 2395.120361
	Iteration 6Q: 3 clusters Score -127600.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127649.601562 Penalty: 2395.120361
	Iteration 7Q: 3 clusters Score -127649.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127684.312500 Penalty: 2395.120361
	Iteration 8Q: 3 clusters Score -127684.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -127712.007812 Penalty: 2395.120361
	Iteration 9Q: 3 clusters Score -127712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -127737.617188 Penalty: 2395.120361
	Iteration 10Q: 3 clusters Score -127737.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -127764.343750 Penalty: 2395.120361
	Iteration 11Q: 3 clusters Score -127764.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -127789.851562 Penalty: 2395.120361
	Iteration 12Q: 3 clusters Score -127789.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -127809.648438 Penalty: 2395.120361
	Iteration 13Q: 3 clusters Score -127809.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127819.992188 Penalty: 2395.120361
	Iteration 14Q: 3 clusters Score -127820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -127830.085938 Penalty: 2395.120361
	Iteration 15Q: 3 clusters Score -127830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -127835.328125 Penalty: 2395.120361
	Iteration 16Q: 3 clusters Score -127835.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -127835.882812 Penalty: 2395.120361
	Iteration 17Q: 3 clusters Score -127835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -127835.882812 Penalty: 2395.120361
	Iteration 18F: 3 clusters Score -127835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Entering Unmasked Estep 
Score: -709602.125000 Penalty: 1458.909302
	Iteration 0F: 2 clusters Score -709602.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -703750.750000 Penalty: 2917.818604
	Iteration 0F: 3 clusters Score -703750.8 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -705586.937500 Penalty: 2917.818604
	Iteration 1F: 3 clusters Score -705586.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -705854.875000 Penalty: 2917.818604
	Iteration 2F: 3 clusters Score -705854.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -706091.437500 Penalty: 2917.818604
	Iteration 3F: 3 clusters Score -706091.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -706310.875000 Penalty: 2917.818604
	Iteration 4F: 3 clusters Score -706310.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -706519.875000 Penalty: 2917.818604
	Iteration 5Q: 3 clusters Score -706519.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -706748.875000 Penalty: 2917.818604
	Iteration 6Q: 3 clusters Score -706748.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -706995.250000 Penalty: 2917.818604
	Iteration 7Q: 3 clusters Score -706995.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -707249.750000 Penalty: 2917.818604
	Iteration 8Q: 3 clusters Score -707249.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -707471.625000 Penalty: 2917.818604
	Iteration 9Q: 3 clusters Score -707471.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -707619.687500 Penalty: 2917.818604
	Iteration 10Q: 3 clusters Score -707619.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -707711.687500 Penalty: 2917.818604
	Iteration 11Q: 3 clusters Score -707711.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -707784.562500 Penalty: 2917.818604
	Iteration 12Q: 3 clusters Score -707784.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -707841.000000 Penalty: 2917.818604
	Iteration 13Q: 3 clusters Score -707841 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -707912.437500 Penalty: 2917.818604
	Iteration 14Q: 3 clusters Score -707912.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -707966.062500 Penalty: 2917.818604
	Iteration 15Q: 3 clusters Score -707966.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -708017.500000 Penalty: 2917.818604
	Iteration 16Q: 3 clusters Score -708017.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -708079.187500 Penalty: 2917.818604
	Iteration 17Q: 3 clusters Score -708079.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -708126.437500 Penalty: 2917.818604
	Iteration 18Q: 3 clusters Score -708126.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -708171.687500 Penalty: 2917.818604
	Iteration 19Q: 3 clusters Score -708171.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -708209.812500 Penalty: 2917.818604
	Iteration 20F: 3 clusters Score -708209.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -708245.312500 Penalty: 2917.818604
	Iteration 21Q: 3 clusters Score -708245.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -708276.250000 Penalty: 2917.818604
	Iteration 22Q: 3 clusters Score -708276.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -708297.562500 Penalty: 2917.818604
	Iteration 23Q: 3 clusters Score -708297.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -708321.125000 Penalty: 2917.818604
	Iteration 24Q: 3 clusters Score -708321.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -708339.250000 Penalty: 2917.818604
	Iteration 25Q: 3 clusters Score -708339.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -708351.312500 Penalty: 2917.818604
	Iteration 26Q: 3 clusters Score -708351.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -708361.187500 Penalty: 2917.818604
	Iteration 27Q: 3 clusters Score -708361.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -708369.750000 Penalty: 2917.818604
	Iteration 28Q: 3 clusters Score -708369.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -708378.062500 Penalty: 2917.818604
	Iteration 29Q: 3 clusters Score -708378.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -708383.687500 Penalty: 2917.818604
	Iteration 30Q: 3 clusters Score -708383.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -708391.000000 Penalty: 2917.818604
	Iteration 31Q: 3 clusters Score -708391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -708395.375000 Penalty: 2917.818604
	Iteration 32Q: 3 clusters Score -708395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -708399.062500 Penalty: 2917.818604
	Iteration 33Q: 3 clusters Score -708399.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -708401.437500 Penalty: 2917.818604
	Iteration 34Q: 3 clusters Score -708401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -708403.062500 Penalty: 2917.818604
	Iteration 35Q: 3 clusters Score -708403.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -708405.687500 Penalty: 2917.818604
	Iteration 36Q: 3 clusters Score -708405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -708406.375000 Penalty: 2917.818604
	Iteration 37Q: 3 clusters Score -708406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -708407.125000 Penalty: 2917.818604
	Iteration 38Q: 3 clusters Score -708407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -708408.875000 Penalty: 2917.818604
	Iteration 39Q: 3 clusters Score -708408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -708407.187500 Penalty: 2917.818604
	Iteration 40F: 3 clusters Score -708407.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -708408.500000 Penalty: 2917.818604
	Iteration 41Q: 3 clusters Score -708408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -708411.875000 Penalty: 2917.818604
	Iteration 42Q: 3 clusters Score -708411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -708412.000000 Penalty: 2917.818604
	Iteration 43Q: 3 clusters Score -708412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -708413.187500 Penalty: 2917.818604
	Iteration 44Q: 3 clusters Score -708413.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -708419.125000 Penalty: 2917.818604
	Iteration 45Q: 3 clusters Score -708419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -708421.125000 Penalty: 2917.818604
	Iteration 46Q: 3 clusters Score -708421.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -708427.250000 Penalty: 2917.818604
	Iteration 47Q: 3 clusters Score -708427.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -708431.062500 Penalty: 2917.818604
	Iteration 48Q: 3 clusters Score -708431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -708435.312500 Penalty: 2917.818604
	Iteration 49Q: 3 clusters Score -708435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -708440.187500 Penalty: 2917.818604
	Iteration 50Q: 3 clusters Score -708440.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -708442.875000 Penalty: 2917.818604
	Iteration 51Q: 3 clusters Score -708442.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -708444.000000 Penalty: 2917.818604
	Iteration 52Q: 3 clusters Score -708444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -708449.375000 Penalty: 2917.818604
	Iteration 53Q: 3 clusters Score -708449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -708450.000000 Penalty: 2917.818604
	Iteration 54Q: 3 clusters Score -708450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -708450.500000 Penalty: 2917.818604
	Iteration 55Q: 3 clusters Score -708450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -708450.562500 Penalty: 2917.818604
	Iteration 56Q: 3 clusters Score -708450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -708451.250000 Penalty: 2917.818604
	Iteration 57Q: 3 clusters Score -708451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -708453.187500 Penalty: 2917.818604
	Iteration 58Q: 3 clusters Score -708453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -708452.437500 Penalty: 2917.818604
	Iteration 59Q: 3 clusters Score -708452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -708453.062500 Penalty: 2917.818604
	Iteration 60F: 3 clusters Score -708453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -708452.687500 Penalty: 2917.818604
	Iteration 61Q: 3 clusters Score -708452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -708451.812500 Penalty: 2917.818604
	Iteration 62Q: 3 clusters Score -708451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -708453.062500 Penalty: 2917.818604
	Iteration 63Q: 3 clusters Score -708453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -708454.062500 Penalty: 2917.818604
	Iteration 64Q: 3 clusters Score -708454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -708455.750000 Penalty: 2917.818604
	Iteration 65Q: 3 clusters Score -708455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -708456.125000 Penalty: 2917.818604
	Iteration 66Q: 3 clusters Score -708456.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -708456.812500 Penalty: 2917.818604
	Iteration 67Q: 3 clusters Score -708456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -708456.812500 Penalty: 2917.818604
	Iteration 68F: 3 clusters Score -708456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Entering Unmasked Estep 
Score: -1731777.875000 Penalty: 1613.273682
	Iteration 0F: 2 clusters Score -1731778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1717782.375000 Penalty: 3226.547363
	Iteration 0F: 3 clusters Score -1717782 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1722912.875000 Penalty: 3226.547363
	Iteration 1F: 3 clusters Score -1722913 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1723307.875000 Penalty: 3226.547363
	Iteration 2F: 3 clusters Score -1723308 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1723745.375000 Penalty: 3226.547363
	Iteration 3Q: 3 clusters Score -1723745 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1724281.750000 Penalty: 3226.547363
	Iteration 4Q: 3 clusters Score -1724282 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1724845.500000 Penalty: 3226.547363
	Iteration 5Q: 3 clusters Score -1724846 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1725461.375000 Penalty: 3226.547363
	Iteration 6F: 3 clusters Score -1725461 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1726046.000000 Penalty: 3226.547363
	Iteration 7Q: 3 clusters Score -1726046 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1726550.375000 Penalty: 3226.547363
	Iteration 8Q: 3 clusters Score -1726550 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1726989.375000 Penalty: 3226.547363
	Iteration 9Q: 3 clusters Score -1726989 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1727352.125000 Penalty: 3226.547363
	Iteration 10Q: 3 clusters Score -1727352 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1727596.250000 Penalty: 3226.547363
	Iteration 11Q: 3 clusters Score -1727596 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1727766.625000 Penalty: 3226.547363
	Iteration 12Q: 3 clusters Score -1727767 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1727872.250000 Penalty: 3226.547363
	Iteration 13Q: 3 clusters Score -1727872 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1727957.500000 Penalty: 3226.547363
	Iteration 14Q: 3 clusters Score -1727958 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1728020.500000 Penalty: 3226.547363
	Iteration 15Q: 3 clusters Score -1728020 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1728067.750000 Penalty: 3226.547363
	Iteration 16Q: 3 clusters Score -1728068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1728131.000000 Penalty: 3226.547363
	Iteration 17Q: 3 clusters Score -1728131 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1728180.125000 Penalty: 3226.547363
	Iteration 18Q: 3 clusters Score -1728180 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1728224.500000 Penalty: 3226.547363
	Iteration 19Q: 3 clusters Score -1728224 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1728276.250000 Penalty: 3226.547363
	Iteration 20F: 3 clusters Score -1728276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1728315.875000 Penalty: 3226.547363
	Iteration 21Q: 3 clusters Score -1728316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1728361.000000 Penalty: 3226.547363
	Iteration 22Q: 3 clusters Score -1728361 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1728416.000000 Penalty: 3226.547363
	Iteration 23Q: 3 clusters Score -1728416 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1728462.250000 Penalty: 3226.547363
	Iteration 24Q: 3 clusters Score -1728462 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1728504.750000 Penalty: 3226.547363
	Iteration 25Q: 3 clusters Score -1728505 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1728554.125000 Penalty: 3226.547363
	Iteration 26Q: 3 clusters Score -1728554 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1728596.000000 Penalty: 3226.547363
	Iteration 27Q: 3 clusters Score -1728596 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1728639.250000 Penalty: 3226.547363
	Iteration 28Q: 3 clusters Score -1728639 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1728694.250000 Penalty: 3226.547363
	Iteration 29Q: 3 clusters Score -1728694 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1728735.125000 Penalty: 3226.547363
	Iteration 30Q: 3 clusters Score -1728735 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1728789.625000 Penalty: 3226.547363
	Iteration 31Q: 3 clusters Score -1728790 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1728851.625000 Penalty: 3226.547363
	Iteration 32Q: 3 clusters Score -1728852 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1728925.750000 Penalty: 3226.547363
	Iteration 33Q: 3 clusters Score -1728926 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1728988.500000 Penalty: 3226.547363
	Iteration 34Q: 3 clusters Score -1728988 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1729054.125000 Penalty: 3226.547363
	Iteration 35Q: 3 clusters Score -1729054 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1729119.500000 Penalty: 3226.547363
	Iteration 36Q: 3 clusters Score -1729120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1729181.250000 Penalty: 3226.547363
	Iteration 37Q: 3 clusters Score -1729181 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1729260.375000 Penalty: 3226.547363
	Iteration 38Q: 3 clusters Score -1729260 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1729327.500000 Penalty: 3226.547363
	Iteration 39Q: 3 clusters Score -1729328 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1729402.875000 Penalty: 3226.547363
	Iteration 40F: 3 clusters Score -1729403 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1729484.750000 Penalty: 3226.547363
	Iteration 41Q: 3 clusters Score -1729485 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1729574.375000 Penalty: 3226.547363
	Iteration 42Q: 3 clusters Score -1729574 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1729638.000000 Penalty: 3226.547363
	Iteration 43Q: 3 clusters Score -1729638 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1729706.125000 Penalty: 3226.547363
	Iteration 44Q: 3 clusters Score -1729706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1729765.500000 Penalty: 3226.547363
	Iteration 45Q: 3 clusters Score -1729766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1729815.500000 Penalty: 3226.547363
	Iteration 46Q: 3 clusters Score -1729816 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1729885.875000 Penalty: 3226.547363
	Iteration 47Q: 3 clusters Score -1729886 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1729950.875000 Penalty: 3226.547363
	Iteration 48Q: 3 clusters Score -1729951 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1730015.750000 Penalty: 3226.547363
	Iteration 49Q: 3 clusters Score -1730016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1730075.375000 Penalty: 3226.547363
	Iteration 50Q: 3 clusters Score -1730075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1730129.750000 Penalty: 3226.547363
	Iteration 51Q: 3 clusters Score -1730130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1730172.000000 Penalty: 3226.547363
	Iteration 52Q: 3 clusters Score -1730172 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1730219.000000 Penalty: 3226.547363
	Iteration 53Q: 3 clusters Score -1730219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1730247.750000 Penalty: 3226.547363
	Iteration 54Q: 3 clusters Score -1730248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1730281.250000 Penalty: 3226.547363
	Iteration 55Q: 3 clusters Score -1730281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1730309.875000 Penalty: 3226.547363
	Iteration 56Q: 3 clusters Score -1730310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1730325.000000 Penalty: 3226.547363
	Iteration 57Q: 3 clusters Score -1730325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1730338.250000 Penalty: 3226.547363
	Iteration 58Q: 3 clusters Score -1730338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1730347.125000 Penalty: 3226.547363
	Iteration 59Q: 3 clusters Score -1730347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1730356.750000 Penalty: 3226.547363
	Iteration 60F: 3 clusters Score -1730357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1730362.500000 Penalty: 3226.547363
	Iteration 61Q: 3 clusters Score -1730362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1730372.125000 Penalty: 3226.547363
	Iteration 62Q: 3 clusters Score -1730372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1730377.625000 Penalty: 3226.547363
	Iteration 63Q: 3 clusters Score -1730378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1730381.250000 Penalty: 3226.547363
	Iteration 64Q: 3 clusters Score -1730381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1730384.375000 Penalty: 3226.547363
	Iteration 65Q: 3 clusters Score -1730384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1730390.375000 Penalty: 3226.547363
	Iteration 66Q: 3 clusters Score -1730390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1730391.500000 Penalty: 3226.547363
	Iteration 67Q: 3 clusters Score -1730392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1730392.375000 Penalty: 3226.547363
	Iteration 68Q: 3 clusters Score -1730392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1730396.250000 Penalty: 3226.547363
	Iteration 69Q: 3 clusters Score -1730396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1730395.750000 Penalty: 3226.547363
	Iteration 70Q: 3 clusters Score -1730396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1730397.875000 Penalty: 3226.547363
	Iteration 71Q: 3 clusters Score -1730398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1730400.250000 Penalty: 3226.547363
	Iteration 72Q: 3 clusters Score -1730400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1730400.125000 Penalty: 3226.547363
	Iteration 73Q: 3 clusters Score -1730400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1730399.875000 Penalty: 3226.547363
	Iteration 74Q: 3 clusters Score -1730400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1730400.000000 Penalty: 3226.547363
	Iteration 75Q: 3 clusters Score -1730400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1730401.250000 Penalty: 3226.547363
	Iteration 76Q: 3 clusters Score -1730401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1730400.125000 Penalty: 3226.547363
	Iteration 77Q: 3 clusters Score -1730400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1730401.250000 Penalty: 3226.547363
	Iteration 78Q: 3 clusters Score -1730401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1730400.375000 Penalty: 3226.547363
	Iteration 79Q: 3 clusters Score -1730400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1730400.375000 Penalty: 3226.547363
	Iteration 80F: 3 clusters Score -1730400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Entering Unmasked Estep 
Score: -6163812.000000 Penalty: 1807.079590
	Iteration 0F: 2 clusters Score -6163812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6118577.000000 Penalty: 3614.159180
	Iteration 0F: 3 clusters Score -6118577 nChanged 32041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -6136863.000000 Penalty: 3614.159180
	Iteration 1F: 3 clusters Score -6136863 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -6137500.000000 Penalty: 3614.159180
	Iteration 2Q: 3 clusters Score -6137500 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -6138098.500000 Penalty: 3614.159180
	Iteration 3Q: 3 clusters Score -6138098 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -6138709.000000 Penalty: 3614.159180
	Iteration 4Q: 3 clusters Score -6138709 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -6139390.000000 Penalty: 3614.159180
	Iteration 5Q: 3 clusters Score -6139390 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -6140304.000000 Penalty: 3614.159180
	Iteration 6Q: 3 clusters Score -6140304 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -6141670.000000 Penalty: 3614.159180
	Iteration 7Q: 3 clusters Score -6141670 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -6143502.000000 Penalty: 3614.159180
	Iteration 8Q: 3 clusters Score -6143502 nChanged 3687
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6145998 nChanged 3985
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6148824 nChanged 3622
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6150851 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6151878 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6152326 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6152584 nChanged 926
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6152764 nChanged 819
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6152948 nChanged 758
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6153088 nChanged 750
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Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6153228 nChanged 782
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6153384 nChanged 765
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Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6153540 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6153644 nChanged 712
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6153808 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6154027 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6154208 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -6154453.500000 Penalty: 3614.159180
	Iteration 25Q: 3 clusters Score -6154454 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6154678 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6154875 nChanged 923
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6155116 nChanged 914
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6155350 nChanged 898
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6155543 nChanged 910
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Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6155820 nChanged 983
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6156178 nChanged 973
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Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6156460 nChanged 1019
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Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6156829 nChanged 1074
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Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6157180 nChanged 1050
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6157590 nChanged 975
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Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6157962 nChanged 903
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Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6158299 nChanged 825
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Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6158567 nChanged 781
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Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6158933 nChanged 816
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Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 16071 members 
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	Iteration 41Q: 3 clusters Score -6159237 nChanged 734
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Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6159480 nChanged 692
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Mstep: Class 1 contains 52842 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6159694 nChanged 626
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Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6159872 nChanged 596
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Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6160045 nChanged 582
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Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6160189 nChanged 522
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Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6160287 nChanged 532
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Mstep: Class 1 contains 55670 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6160444 nChanged 541
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Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 11330 members 
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	Iteration 49Q: 3 clusters Score -6160548 nChanged 493
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Mstep: Class 1 contains 56704 members 
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	Iteration 50Q: 3 clusters Score -6160649 nChanged 499
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Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6160752 nChanged 470
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Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 9868 members 
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	Iteration 52Q: 3 clusters Score -6160847 nChanged 472
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Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6160960 nChanged 439
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Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6161044 nChanged 446
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Mstep: Class 1 contains 59030 members 
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	Iteration 55Q: 3 clusters Score -6161146 nChanged 429
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Mstep: Class 1 contains 59459 members 
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	Iteration 56Q: 3 clusters Score -6161242 nChanged 408
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Mstep: Class 1 contains 59867 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6161370 nChanged 381
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	Iteration 58Q: 3 clusters Score -6161440 nChanged 376
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Mstep: Class 1 contains 60624 members 
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	Iteration 59Q: 3 clusters Score -6161523 nChanged 351
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	Iteration 60F: 3 clusters Score -6161596 nChanged 355
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Mstep: Class 1 contains 61330 members 
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	Iteration 61Q: 3 clusters Score -6161706 nChanged 352
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	Iteration 62Q: 3 clusters Score -6161824 nChanged 343
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Mstep: Class 1 contains 62025 members 
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	Iteration 63Q: 3 clusters Score -6161910 nChanged 315
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Mstep: Class 1 contains 62340 members 
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	Iteration 64Q: 3 clusters Score -6161998 nChanged 291
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Mstep: Class 1 contains 62631 members 
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	Iteration 65Q: 3 clusters Score -6162094 nChanged 266
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Mstep: Class 1 contains 62897 members 
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	Iteration 66Q: 3 clusters Score -6162132 nChanged 240
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Mstep: Class 1 contains 63135 members 
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	Iteration 67Q: 3 clusters Score -6162202 nChanged 224
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Mstep: Class 1 contains 63359 members 
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	Iteration 68Q: 3 clusters Score -6162245 nChanged 195
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	Iteration 69Q: 3 clusters Score -6162291 nChanged 150
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	Iteration 70Q: 3 clusters Score -6162301 nChanged 138
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	Iteration 71Q: 3 clusters Score -6162312 nChanged 124
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Mstep: Class 1 contains 63966 members 
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	Iteration 72Q: 3 clusters Score -6162344 nChanged 116
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	Iteration 73Q: 3 clusters Score -6162377 nChanged 120
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	Iteration 74Q: 3 clusters Score -6162406 nChanged 110
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	Iteration 75Q: 3 clusters Score -6162432 nChanged 84
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	Iteration 76Q: 3 clusters Score -6162458 nChanged 79
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	Iteration 77Q: 3 clusters Score -6162478 nChanged 83
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	Iteration 78Q: 3 clusters Score -6162498 nChanged 79
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	Iteration 79Q: 3 clusters Score -6162516 nChanged 77
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	Iteration 80F: 3 clusters Score -6162541 nChanged 64
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	Iteration 81Q: 3 clusters Score -6162534 nChanged 65
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	Iteration 82Q: 3 clusters Score -6162540 nChanged 66
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	Iteration 83Q: 3 clusters Score -6162562 nChanged 48
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	Iteration 84Q: 3 clusters Score -6162566 nChanged 51
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	Iteration 85Q: 3 clusters Score -6162584 nChanged 35
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	Iteration 86Q: 3 clusters Score -6162590 nChanged 31
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	Iteration 87Q: 3 clusters Score -6162586 nChanged 27
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	Iteration 88Q: 3 clusters Score -6162586 nChanged 22
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	Iteration 89Q: 3 clusters Score -6162584 nChanged 18
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	Iteration 90Q: 3 clusters Score -6162576 nChanged 15
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	Iteration 91Q: 3 clusters Score -6162584 nChanged 11
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	Iteration 92Q: 3 clusters Score -6162590 nChanged 16
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	Iteration 93Q: 3 clusters Score -6162589 nChanged 18
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	Iteration 94Q: 3 clusters Score -6162583 nChanged 17
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	Iteration 95Q: 3 clusters Score -6162589 nChanged 20
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	Iteration 96Q: 3 clusters Score -6162597 nChanged 22
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	Iteration 97Q: 3 clusters Score -6162587 nChanged 19
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	Iteration 98Q: 3 clusters Score -6162590 nChanged 14
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	Iteration 99Q: 3 clusters Score -6162591 nChanged 17
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	Iteration 101Q: 3 clusters Score -6162588 nChanged 34
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Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6162610.000000 Penalty: 3614.159180
	Iteration 102Q: 3 clusters Score -6162610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6162608.500000 Penalty: 3614.159180
	Iteration 103Q: 3 clusters Score -6162608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6162611.500000 Penalty: 3614.159180
	Iteration 104Q: 3 clusters Score -6162612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6162608.500000 Penalty: 3614.159180
	Iteration 105Q: 3 clusters Score -6162608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6162613.000000 Penalty: 3614.159180
	Iteration 106Q: 3 clusters Score -6162613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6162622.500000 Penalty: 3614.159180
	Iteration 107Q: 3 clusters Score -6162622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6162619.500000 Penalty: 3614.159180
	Iteration 108Q: 3 clusters Score -6162620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6162614.000000 Penalty: 3614.159180
	Iteration 109Q: 3 clusters Score -6162614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6162617.000000 Penalty: 3614.159180
	Iteration 110Q: 3 clusters Score -6162617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6162618.500000 Penalty: 3614.159180
	Iteration 111Q: 3 clusters Score -6162618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6162625.500000 Penalty: 3614.159180
	Iteration 112Q: 3 clusters Score -6162626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6162628.000000 Penalty: 3614.159180
	Iteration 113Q: 3 clusters Score -6162628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6162623.500000 Penalty: 3614.159180
	Iteration 114Q: 3 clusters Score -6162624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6162624.000000 Penalty: 3614.159180
	Iteration 115Q: 3 clusters Score -6162624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65457 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6162618.500000 Penalty: 3614.159180
	Iteration 116Q: 3 clusters Score -6162618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65460 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6162618.500000 Penalty: 3614.159180
	Iteration 117Q: 3 clusters Score -6162618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6162621.500000 Penalty: 3614.159180
	Iteration 118Q: 3 clusters Score -6162622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6162629.500000 Penalty: 3614.159180
	Iteration 119Q: 3 clusters Score -6162630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6162628.000000 Penalty: 3614.159180
	Iteration 120F: 3 clusters Score -6162628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6162631.500000 Penalty: 3614.159180
	Iteration 121Q: 3 clusters Score -6162632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6162631.500000 Penalty: 3614.159180
	Iteration 122F: 3 clusters Score -6162632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -610900.500000 Penalty: 1433.267578
	Iteration 0F: 2 clusters Score -610900.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -605808.250000 Penalty: 2866.535156
	Iteration 0F: 3 clusters Score -605808.2 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -607259.937500 Penalty: 2866.535156
	Iteration 1F: 3 clusters Score -607259.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -607457.437500 Penalty: 2866.535156
	Iteration 2F: 3 clusters Score -607457.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -607621.437500 Penalty: 2866.535156
	Iteration 3F: 3 clusters Score -607621.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -607770.562500 Penalty: 2866.535156
	Iteration 4Q: 3 clusters Score -607770.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -607930.437500 Penalty: 2866.535156
	Iteration 5Q: 3 clusters Score -607930.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -608130.125000 Penalty: 2866.535156
	Iteration 6Q: 3 clusters Score -608130.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -608370.812500 Penalty: 2866.535156
	Iteration 7F: 3 clusters Score -608370.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -608625.875000 Penalty: 2866.535156
	Iteration 8Q: 3 clusters Score -608625.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -608897.500000 Penalty: 2866.535156
	Iteration 9Q: 3 clusters Score -608897.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -609132.062500 Penalty: 2866.535156
	Iteration 10Q: 3 clusters Score -609132.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -609301.875000 Penalty: 2866.535156
	Iteration 11Q: 3 clusters Score -609301.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -609426.437500 Penalty: 2866.535156
	Iteration 12Q: 3 clusters Score -609426.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -609507.375000 Penalty: 2866.535156
	Iteration 13Q: 3 clusters Score -609507.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -609543.500000 Penalty: 2866.535156
	Iteration 14Q: 3 clusters Score -609543.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -609574.687500 Penalty: 2866.535156
	Iteration 15Q: 3 clusters Score -609574.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -609608.312500 Penalty: 2866.535156
	Iteration 16Q: 3 clusters Score -609608.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -609640.437500 Penalty: 2866.535156
	Iteration 17Q: 3 clusters Score -609640.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -609672.187500 Penalty: 2866.535156
	Iteration 18Q: 3 clusters Score -609672.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -609692.937500 Penalty: 2866.535156
	Iteration 19Q: 3 clusters Score -609692.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -609706.437500 Penalty: 2866.535156
	Iteration 20F: 3 clusters Score -609706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -609709.625000 Penalty: 2866.535156
	Iteration 21Q: 3 clusters Score -609709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -609709.625000 Penalty: 2866.535156
	Iteration 22Q: 3 clusters Score -609709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -609709.625000 Penalty: 2866.535156
	Iteration 23F: 3 clusters Score -609709.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (219764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219764 members 
Entering Unmasked Estep 
Score: -19720196.000000 Penalty: 1998.800293
	Iteration 0F: 2 clusters Score -1.97202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109999 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -19576596.000000 Penalty: 3997.600586
	Iteration 0F: 3 clusters Score -1.95766e+07 nChanged 106896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 105085 members 
Entering Unmasked Estep 
Score: -19641000.000000 Penalty: 3997.600586
	Iteration 1F: 3 clusters Score -1.9641e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117258 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -19643018.000000 Penalty: 3997.600586
	Iteration 2Q: 3 clusters Score -1.964302e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121190 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -19646004.000000 Penalty: 3997.600586
	Iteration 3Q: 3 clusters Score -1.9646e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126983 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -19651064.000000 Penalty: 3997.600586
	Iteration 4Q: 3 clusters Score -1.965106e+07 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134942 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -19658818.000000 Penalty: 3997.600586
	Iteration 5F: 3 clusters Score -1.965882e+07 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144850 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -19670206.000000 Penalty: 3997.600586
	Iteration 6F: 3 clusters Score -1.967021e+07 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -19683686.000000 Penalty: 3997.600586
	Iteration 7F: 3 clusters Score -1.968369e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161794 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -19693902.000000 Penalty: 3997.600586
	Iteration 8F: 3 clusters Score -1.96939e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -19699158.000000 Penalty: 3997.600586
	Iteration 9Q: 3 clusters Score -1.969916e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170863 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -19701422.000000 Penalty: 3997.600586
	Iteration 10Q: 3 clusters Score -1.970142e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -19702882.000000 Penalty: 3997.600586
	Iteration 11Q: 3 clusters Score -1.970288e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178212 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -19704172.000000 Penalty: 3997.600586
	Iteration 12Q: 3 clusters Score -1.970417e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181626 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -19705266.000000 Penalty: 3997.600586
	Iteration 13Q: 3 clusters Score -1.970527e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184825 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -19706324.000000 Penalty: 3997.600586
	Iteration 14Q: 3 clusters Score -1.970632e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187849 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -19707416.000000 Penalty: 3997.600586
	Iteration 15Q: 3 clusters Score -1.970742e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190712 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -19708274.000000 Penalty: 3997.600586
	Iteration 16Q: 3 clusters Score -1.970827e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193344 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -19709112.000000 Penalty: 3997.600586
	Iteration 17Q: 3 clusters Score -1.970911e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195807 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -19709876.000000 Penalty: 3997.600586
	Iteration 18Q: 3 clusters Score -1.970988e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198207 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -19710708.000000 Penalty: 3997.600586
	Iteration 19Q: 3 clusters Score -1.971071e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200460 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -19711536.000000 Penalty: 3997.600586
	Iteration 20F: 3 clusters Score -1.971154e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202541 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -19712358.000000 Penalty: 3997.600586
	Iteration 21Q: 3 clusters Score -1.971236e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204457 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -19712958.000000 Penalty: 3997.600586
	Iteration 22Q: 3 clusters Score -1.971296e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206224 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -19713528.000000 Penalty: 3997.600586
	Iteration 23Q: 3 clusters Score -1.971353e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207796 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -19714040.000000 Penalty: 3997.600586
	Iteration 24Q: 3 clusters Score -1.971404e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209255 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -19714604.000000 Penalty: 3997.600586
	Iteration 25Q: 3 clusters Score -1.97146e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210578 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -19715150.000000 Penalty: 3997.600586
	Iteration 26Q: 3 clusters Score -1.971515e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211763 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -19715646.000000 Penalty: 3997.600586
	Iteration 27Q: 3 clusters Score -1.971565e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212851 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -19716076.000000 Penalty: 3997.600586
	Iteration 28Q: 3 clusters Score -1.971608e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213761 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -19716522.000000 Penalty: 3997.600586
	Iteration 29Q: 3 clusters Score -1.971652e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214613 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -19716836.000000 Penalty: 3997.600586
	Iteration 30Q: 3 clusters Score -1.971684e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215312 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -19717184.000000 Penalty: 3997.600586
	Iteration 31Q: 3 clusters Score -1.971718e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215911 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -19717438.000000 Penalty: 3997.600586
	Iteration 32Q: 3 clusters Score -1.971744e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216423 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -19717612.000000 Penalty: 3997.600586
	Iteration 33Q: 3 clusters Score -1.971761e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216856 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -19717820.000000 Penalty: 3997.600586
	Iteration 34Q: 3 clusters Score -1.971782e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217199 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19717968.000000 Penalty: 3997.600586
	Iteration 35Q: 3 clusters Score -1.971797e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217450 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -19718080.000000 Penalty: 3997.600586
	Iteration 36Q: 3 clusters Score -1.971808e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217678 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19718186.000000 Penalty: 3997.600586
	Iteration 37Q: 3 clusters Score -1.971819e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217854 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -19718272.000000 Penalty: 3997.600586
	Iteration 38Q: 3 clusters Score -1.971827e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218003 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -19718312.000000 Penalty: 3997.600586
	Iteration 39Q: 3 clusters Score -1.971831e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218119 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -19718324.000000 Penalty: 3997.600586
	Iteration 40F: 3 clusters Score -1.971832e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218222 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19718388.000000 Penalty: 3997.600586
	Iteration 41Q: 3 clusters Score -1.971839e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218303 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -19718408.000000 Penalty: 3997.600586
	Iteration 42Q: 3 clusters Score -1.971841e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218390 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -19718460.000000 Penalty: 3997.600586
	Iteration 43Q: 3 clusters Score -1.971846e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218457 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19718486.000000 Penalty: 3997.600586
	Iteration 44Q: 3 clusters Score -1.971849e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218522 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19718470.000000 Penalty: 3997.600586
	Iteration 45Q: 3 clusters Score -1.971847e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218571 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19718488.000000 Penalty: 3997.600586
	Iteration 46Q: 3 clusters Score -1.971849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218619 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -19718498.000000 Penalty: 3997.600586
	Iteration 47Q: 3 clusters Score -1.97185e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218656 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19718526.000000 Penalty: 3997.600586
	Iteration 48Q: 3 clusters Score -1.971853e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218682 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -19718530.000000 Penalty: 3997.600586
	Iteration 49Q: 3 clusters Score -1.971853e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218698 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19718554.000000 Penalty: 3997.600586
	Iteration 50Q: 3 clusters Score -1.971855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218712 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -19718554.000000 Penalty: 3997.600586
	Iteration 51Q: 3 clusters Score -1.971855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218726 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19718550.000000 Penalty: 3997.600586
	Iteration 52Q: 3 clusters Score -1.971855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218739 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -19718562.000000 Penalty: 3997.600586
	Iteration 53Q: 3 clusters Score -1.971856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218755 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19718574.000000 Penalty: 3997.600586
	Iteration 54Q: 3 clusters Score -1.971857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218763 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19718566.000000 Penalty: 3997.600586
	Iteration 55Q: 3 clusters Score -1.971857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218777 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19718556.000000 Penalty: 3997.600586
	Iteration 56Q: 3 clusters Score -1.971856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218788 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19718574.000000 Penalty: 3997.600586
	Iteration 57Q: 3 clusters Score -1.971857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218800 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19718566.000000 Penalty: 3997.600586
	Iteration 58Q: 3 clusters Score -1.971857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218803 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19718560.000000 Penalty: 3997.600586
	Iteration 59Q: 3 clusters Score -1.971856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218802 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19718572.000000 Penalty: 3997.600586
	Iteration 60F: 3 clusters Score -1.971857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218809 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19718578.000000 Penalty: 3997.600586
	Iteration 61Q: 3 clusters Score -1.971858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218817 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19718588.000000 Penalty: 3997.600586
	Iteration 62Q: 3 clusters Score -1.971859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218821 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19718596.000000 Penalty: 3997.600586
	Iteration 63Q: 3 clusters Score -1.97186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218820 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19718594.000000 Penalty: 3997.600586
	Iteration 64Q: 3 clusters Score -1.971859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218820 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19718600.000000 Penalty: 3997.600586
	Iteration 65Q: 3 clusters Score -1.97186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218820 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19718600.000000 Penalty: 3997.600586
	Iteration 66F: 3 clusters Score -1.97186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Entering Unmasked Estep 
Score: -874314.812500 Penalty: 1494.224365
	Iteration 0F: 2 clusters Score -874314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -867202.812500 Penalty: 2988.448730
	Iteration 0F: 3 clusters Score -867202.8 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -869531.187500 Penalty: 2988.448730
	Iteration 1F: 3 clusters Score -869531.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -869750.812500 Penalty: 2988.448730
	Iteration 2F: 3 clusters Score -869750.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -869891.500000 Penalty: 2988.448730
	Iteration 3Q: 3 clusters Score -869891.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -870015.562500 Penalty: 2988.448730
	Iteration 4Q: 3 clusters Score -870015.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -870113.625000 Penalty: 2988.448730
	Iteration 5Q: 3 clusters Score -870113.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -870195.250000 Penalty: 2988.448730
	Iteration 6Q: 3 clusters Score -870195.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -870268.750000 Penalty: 2988.448730
	Iteration 7Q: 3 clusters Score -870268.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -870363.750000 Penalty: 2988.448730
	Iteration 8Q: 3 clusters Score -870363.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -870454.562500 Penalty: 2988.448730
	Iteration 9Q: 3 clusters Score -870454.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -870539.625000 Penalty: 2988.448730
	Iteration 10Q: 3 clusters Score -870539.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -870643.812500 Penalty: 2988.448730
	Iteration 11Q: 3 clusters Score -870643.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -870767.187500 Penalty: 2988.448730
	Iteration 12Q: 3 clusters Score -870767.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -870923.687500 Penalty: 2988.448730
	Iteration 13Q: 3 clusters Score -870923.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -871102.187500 Penalty: 2988.448730
	Iteration 14Q: 3 clusters Score -871102.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -871307.375000 Penalty: 2988.448730
	Iteration 15Q: 3 clusters Score -871307.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -871535.187500 Penalty: 2988.448730
	Iteration 16Q: 3 clusters Score -871535.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -871793.687500 Penalty: 2988.448730
	Iteration 17Q: 3 clusters Score -871793.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -872074.937500 Penalty: 2988.448730
	Iteration 18Q: 3 clusters Score -872074.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -872342.250000 Penalty: 2988.448730
	Iteration 19Q: 3 clusters Score -872342.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -872557.187500 Penalty: 2988.448730
	Iteration 20F: 3 clusters Score -872557.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -872685.875000 Penalty: 2988.448730
	Iteration 21Q: 3 clusters Score -872685.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -872769.000000 Penalty: 2988.448730
	Iteration 22Q: 3 clusters Score -872769 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -872835.312500 Penalty: 2988.448730
	Iteration 23Q: 3 clusters Score -872835.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -872891.312500 Penalty: 2988.448730
	Iteration 24Q: 3 clusters Score -872891.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -872932.312500 Penalty: 2988.448730
	Iteration 25Q: 3 clusters Score -872932.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -872964.562500 Penalty: 2988.448730
	Iteration 26Q: 3 clusters Score -872964.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -872984.562500 Penalty: 2988.448730
	Iteration 27Q: 3 clusters Score -872984.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -873002.500000 Penalty: 2988.448730
	Iteration 28Q: 3 clusters Score -873002.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -873019.250000 Penalty: 2988.448730
	Iteration 29Q: 3 clusters Score -873019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -873024.625000 Penalty: 2988.448730
	Iteration 30Q: 3 clusters Score -873024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -873030.625000 Penalty: 2988.448730
	Iteration 31Q: 3 clusters Score -873030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -873033.937500 Penalty: 2988.448730
	Iteration 32Q: 3 clusters Score -873033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -873039.062500 Penalty: 2988.448730
	Iteration 33Q: 3 clusters Score -873039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -873043.062500 Penalty: 2988.448730
	Iteration 34Q: 3 clusters Score -873043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -873043.875000 Penalty: 2988.448730
	Iteration 35Q: 3 clusters Score -873043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -873044.687500 Penalty: 2988.448730
	Iteration 36Q: 3 clusters Score -873044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -873045.562500 Penalty: 2988.448730
	Iteration 37Q: 3 clusters Score -873045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -873045.562500 Penalty: 2988.448730
	Iteration 38F: 3 clusters Score -873045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Entering Unmasked Estep 
Score: -1655477.375000 Penalty: 1596.014282
	Iteration 0F: 2 clusters Score -1655477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1642867.375000 Penalty: 3192.028564
	Iteration 0F: 3 clusters Score -1642867 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1647408.250000 Penalty: 3192.028564
	Iteration 1F: 3 clusters Score -1647408 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1647814.500000 Penalty: 3192.028564
	Iteration 2F: 3 clusters Score -1647814 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1648249.375000 Penalty: 3192.028564
	Iteration 3F: 3 clusters Score -1648249 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1648755.000000 Penalty: 3192.028564
	Iteration 4Q: 3 clusters Score -1648755 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1649344.875000 Penalty: 3192.028564
	Iteration 5F: 3 clusters Score -1649345 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1650074.000000 Penalty: 3192.028564
	Iteration 6F: 3 clusters Score -1650074 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1650884.500000 Penalty: 3192.028564
	Iteration 7F: 3 clusters Score -1650884 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1651666.625000 Penalty: 3192.028564
	Iteration 8F: 3 clusters Score -1651667 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1652338.875000 Penalty: 3192.028564
	Iteration 9F: 3 clusters Score -1652339 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1652761.375000 Penalty: 3192.028564
	Iteration 10Q: 3 clusters Score -1652761 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1653056.125000 Penalty: 3192.028564
	Iteration 11Q: 3 clusters Score -1653056 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1653303.000000 Penalty: 3192.028564
	Iteration 12Q: 3 clusters Score -1653303 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1653563.375000 Penalty: 3192.028564
	Iteration 13Q: 3 clusters Score -1653563 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1653797.875000 Penalty: 3192.028564
	Iteration 14Q: 3 clusters Score -1653798 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1653958.250000 Penalty: 3192.028564
	Iteration 15Q: 3 clusters Score -1653958 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1654089.500000 Penalty: 3192.028564
	Iteration 16Q: 3 clusters Score -1654090 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1654189.750000 Penalty: 3192.028564
	Iteration 17Q: 3 clusters Score -1654190 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1654275.000000 Penalty: 3192.028564
	Iteration 18Q: 3 clusters Score -1654275 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1654335.500000 Penalty: 3192.028564
	Iteration 19Q: 3 clusters Score -1654336 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1654380.750000 Penalty: 3192.028564
	Iteration 20F: 3 clusters Score -1654381 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1654407.750000 Penalty: 3192.028564
	Iteration 21Q: 3 clusters Score -1654408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1654449.500000 Penalty: 3192.028564
	Iteration 22Q: 3 clusters Score -1654450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1654483.125000 Penalty: 3192.028564
	Iteration 23Q: 3 clusters Score -1654483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1654514.500000 Penalty: 3192.028564
	Iteration 24Q: 3 clusters Score -1654514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1654545.875000 Penalty: 3192.028564
	Iteration 25Q: 3 clusters Score -1654546 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1654579.875000 Penalty: 3192.028564
	Iteration 26Q: 3 clusters Score -1654580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1654605.000000 Penalty: 3192.028564
	Iteration 27Q: 3 clusters Score -1654605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1654634.125000 Penalty: 3192.028564
	Iteration 28Q: 3 clusters Score -1654634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1654661.625000 Penalty: 3192.028564
	Iteration 29Q: 3 clusters Score -1654662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1654688.750000 Penalty: 3192.028564
	Iteration 30Q: 3 clusters Score -1654689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1654707.500000 Penalty: 3192.028564
	Iteration 31Q: 3 clusters Score -1654708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1654732.875000 Penalty: 3192.028564
	Iteration 32Q: 3 clusters Score -1654733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1654747.125000 Penalty: 3192.028564
	Iteration 33Q: 3 clusters Score -1654747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1654767.875000 Penalty: 3192.028564
	Iteration 34Q: 3 clusters Score -1654768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1654786.375000 Penalty: 3192.028564
	Iteration 35Q: 3 clusters Score -1654786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1654802.250000 Penalty: 3192.028564
	Iteration 36Q: 3 clusters Score -1654802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1654814.500000 Penalty: 3192.028564
	Iteration 37Q: 3 clusters Score -1654814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1654827.625000 Penalty: 3192.028564
	Iteration 38Q: 3 clusters Score -1654828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1654840.750000 Penalty: 3192.028564
	Iteration 39Q: 3 clusters Score -1654841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1654855.000000 Penalty: 3192.028564
	Iteration 40F: 3 clusters Score -1654855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1654871.625000 Penalty: 3192.028564
	Iteration 41Q: 3 clusters Score -1654872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1654878.500000 Penalty: 3192.028564
	Iteration 42Q: 3 clusters Score -1654878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1654887.875000 Penalty: 3192.028564
	Iteration 43Q: 3 clusters Score -1654888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1654897.750000 Penalty: 3192.028564
	Iteration 44Q: 3 clusters Score -1654898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1654912.750000 Penalty: 3192.028564
	Iteration 45Q: 3 clusters Score -1654913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1654923.000000 Penalty: 3192.028564
	Iteration 46Q: 3 clusters Score -1654923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1654927.500000 Penalty: 3192.028564
	Iteration 47Q: 3 clusters Score -1654928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1654936.875000 Penalty: 3192.028564
	Iteration 48Q: 3 clusters Score -1654937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1654939.125000 Penalty: 3192.028564
	Iteration 49Q: 3 clusters Score -1654939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1654944.750000 Penalty: 3192.028564
	Iteration 50Q: 3 clusters Score -1654945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1654944.750000 Penalty: 3192.028564
	Iteration 51Q: 3 clusters Score -1654945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1654947.125000 Penalty: 3192.028564
	Iteration 52Q: 3 clusters Score -1654947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1654946.375000 Penalty: 3192.028564
	Iteration 53Q: 3 clusters Score -1654946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1654947.375000 Penalty: 3192.028564
	Iteration 54Q: 3 clusters Score -1654947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1654949.375000 Penalty: 3192.028564
	Iteration 55Q: 3 clusters Score -1654949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1654946.250000 Penalty: 3192.028564
	Iteration 56Q: 3 clusters Score -1654946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1654946.000000 Penalty: 3192.028564
	Iteration 57Q: 3 clusters Score -1654946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1654946.000000 Penalty: 3192.028564
	Iteration 58F: 3 clusters Score -1654946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -165862.625000 Penalty: 1234.332153
	Iteration 0F: 2 clusters Score -165862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -163800.890625 Penalty: 2468.664307
	Iteration 0F: 3 clusters Score -163800.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -164266.203125 Penalty: 2468.664307
	Iteration 1F: 3 clusters Score -164266.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -164368.531250 Penalty: 2468.664307
	Iteration 2F: 3 clusters Score -164368.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -164443.921875 Penalty: 2468.664307
	Iteration 3Q: 3 clusters Score -164443.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -164493.531250 Penalty: 2468.664307
	Iteration 4Q: 3 clusters Score -164493.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -164537.406250 Penalty: 2468.664307
	Iteration 5Q: 3 clusters Score -164537.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164581.328125 Penalty: 2468.664307
	Iteration 6Q: 3 clusters Score -164581.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164638.156250 Penalty: 2468.664307
	Iteration 7Q: 3 clusters Score -164638.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -164691.234375 Penalty: 2468.664307
	Iteration 8Q: 3 clusters Score -164691.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -164761.265625 Penalty: 2468.664307
	Iteration 9Q: 3 clusters Score -164761.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -164815.890625 Penalty: 2468.664307
	Iteration 10Q: 3 clusters Score -164815.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -164865.937500 Penalty: 2468.664307
	Iteration 11Q: 3 clusters Score -164865.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -164896.343750 Penalty: 2468.664307
	Iteration 12Q: 3 clusters Score -164896.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -164932.171875 Penalty: 2468.664307
	Iteration 13Q: 3 clusters Score -164932.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -164975.203125 Penalty: 2468.664307
	Iteration 14Q: 3 clusters Score -164975.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -165017.843750 Penalty: 2468.664307
	Iteration 15Q: 3 clusters Score -165017.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -165061.921875 Penalty: 2468.664307
	Iteration 16Q: 3 clusters Score -165061.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -165097.718750 Penalty: 2468.664307
	Iteration 17Q: 3 clusters Score -165097.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -165121.546875 Penalty: 2468.664307
	Iteration 18Q: 3 clusters Score -165121.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -165136.468750 Penalty: 2468.664307
	Iteration 19Q: 3 clusters Score -165136.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -165148.437500 Penalty: 2468.664307
	Iteration 20F: 3 clusters Score -165148.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -165156.328125 Penalty: 2468.664307
	Iteration 21Q: 3 clusters Score -165156.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -165163.843750 Penalty: 2468.664307
	Iteration 22Q: 3 clusters Score -165163.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -165174.109375 Penalty: 2468.664307
	Iteration 23Q: 3 clusters Score -165174.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -165178.578125 Penalty: 2468.664307
	Iteration 24Q: 3 clusters Score -165178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -165182.625000 Penalty: 2468.664307
	Iteration 25Q: 3 clusters Score -165182.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -165190.250000 Penalty: 2468.664307
	Iteration 26Q: 3 clusters Score -165190.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -165197.328125 Penalty: 2468.664307
	Iteration 27Q: 3 clusters Score -165197.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -165203.406250 Penalty: 2468.664307
	Iteration 28Q: 3 clusters Score -165203.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -165210.453125 Penalty: 2468.664307
	Iteration 29Q: 3 clusters Score -165210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -165213.578125 Penalty: 2468.664307
	Iteration 30Q: 3 clusters Score -165213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -165214.843750 Penalty: 2468.664307
	Iteration 31Q: 3 clusters Score -165214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -165216.937500 Penalty: 2468.664307
	Iteration 32Q: 3 clusters Score -165216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -165219.828125 Penalty: 2468.664307
	Iteration 33Q: 3 clusters Score -165219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -165221.218750 Penalty: 2468.664307
	Iteration 34Q: 3 clusters Score -165221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -165222.140625 Penalty: 2468.664307
	Iteration 35Q: 3 clusters Score -165222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -165223.265625 Penalty: 2468.664307
	Iteration 36Q: 3 clusters Score -165223.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -165225.234375 Penalty: 2468.664307
	Iteration 37Q: 3 clusters Score -165225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -165226.953125 Penalty: 2468.664307
	Iteration 38Q: 3 clusters Score -165227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165230.812500 Penalty: 2468.664307
	Iteration 39Q: 3 clusters Score -165230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -165233.031250 Penalty: 2468.664307
	Iteration 40F: 3 clusters Score -165233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -165234.593750 Penalty: 2468.664307
	Iteration 41Q: 3 clusters Score -165234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -165235.125000 Penalty: 2468.664307
	Iteration 42Q: 3 clusters Score -165235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -165236.046875 Penalty: 2468.664307
	Iteration 43Q: 3 clusters Score -165236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -165236.046875 Penalty: 2468.664307
	Iteration 44F: 3 clusters Score -165236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Entering Unmasked Estep 
Score: -1154624.125000 Penalty: 1539.376953
	Iteration 0F: 2 clusters Score -1154624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1145502.125000 Penalty: 3078.753906
	Iteration 0F: 3 clusters Score -1145502 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1148647.875000 Penalty: 3078.753906
	Iteration 1F: 3 clusters Score -1148648 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1149013.500000 Penalty: 3078.753906
	Iteration 2F: 3 clusters Score -1149014 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1149394.000000 Penalty: 3078.753906
	Iteration 3F: 3 clusters Score -1149394 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1149852.125000 Penalty: 3078.753906
	Iteration 4F: 3 clusters Score -1149852 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1150396.125000 Penalty: 3078.753906
	Iteration 5F: 3 clusters Score -1150396 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1150936.000000 Penalty: 3078.753906
	Iteration 6F: 3 clusters Score -1150936 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1151531.500000 Penalty: 3078.753906
	Iteration 7F: 3 clusters Score -1151532 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1152098.500000 Penalty: 3078.753906
	Iteration 8Q: 3 clusters Score -1152098 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1152471.500000 Penalty: 3078.753906
	Iteration 9Q: 3 clusters Score -1152472 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1152710.750000 Penalty: 3078.753906
	Iteration 10Q: 3 clusters Score -1152711 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1152845.250000 Penalty: 3078.753906
	Iteration 11Q: 3 clusters Score -1152845 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1152952.125000 Penalty: 3078.753906
	Iteration 12Q: 3 clusters Score -1152952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1153018.875000 Penalty: 3078.753906
	Iteration 13Q: 3 clusters Score -1153019 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1153075.500000 Penalty: 3078.753906
	Iteration 14Q: 3 clusters Score -1153076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1153121.625000 Penalty: 3078.753906
	Iteration 15Q: 3 clusters Score -1153122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1153145.125000 Penalty: 3078.753906
	Iteration 16Q: 3 clusters Score -1153145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1153154.500000 Penalty: 3078.753906
	Iteration 17Q: 3 clusters Score -1153154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1153169.375000 Penalty: 3078.753906
	Iteration 18Q: 3 clusters Score -1153169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1153179.500000 Penalty: 3078.753906
	Iteration 19Q: 3 clusters Score -1153180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1153190.250000 Penalty: 3078.753906
	Iteration 20F: 3 clusters Score -1153190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1153201.375000 Penalty: 3078.753906
	Iteration 21Q: 3 clusters Score -1153201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1153203.625000 Penalty: 3078.753906
	Iteration 22Q: 3 clusters Score -1153204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1153213.250000 Penalty: 3078.753906
	Iteration 23Q: 3 clusters Score -1153213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1153220.125000 Penalty: 3078.753906
	Iteration 24Q: 3 clusters Score -1153220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1153228.375000 Penalty: 3078.753906
	Iteration 25Q: 3 clusters Score -1153228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1153232.375000 Penalty: 3078.753906
	Iteration 26Q: 3 clusters Score -1153232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1153232.125000 Penalty: 3078.753906
	Iteration 27Q: 3 clusters Score -1153232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1153232.750000 Penalty: 3078.753906
	Iteration 28Q: 3 clusters Score -1153233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1153231.750000 Penalty: 3078.753906
	Iteration 29Q: 3 clusters Score -1153232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1153233.625000 Penalty: 3078.753906
	Iteration 30Q: 3 clusters Score -1153234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1153231.500000 Penalty: 3078.753906
	Iteration 31Q: 3 clusters Score -1153232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1153231.125000 Penalty: 3078.753906
	Iteration 32Q: 3 clusters Score -1153231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1153230.250000 Penalty: 3078.753906
	Iteration 33Q: 3 clusters Score -1153230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1153231.875000 Penalty: 3078.753906
	Iteration 34Q: 3 clusters Score -1153232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1153233.750000 Penalty: 3078.753906
	Iteration 35Q: 3 clusters Score -1153234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1153234.000000 Penalty: 3078.753906
	Iteration 36Q: 3 clusters Score -1153234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1153233.625000 Penalty: 3078.753906
	Iteration 37Q: 3 clusters Score -1153234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1153236.750000 Penalty: 3078.753906
	Iteration 38Q: 3 clusters Score -1153237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1153237.000000 Penalty: 3078.753906
	Iteration 39Q: 3 clusters Score -1153237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1153236.875000 Penalty: 3078.753906
	Iteration 40F: 3 clusters Score -1153237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1153236.625000 Penalty: 3078.753906
	Iteration 41Q: 3 clusters Score -1153237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1153237.750000 Penalty: 3078.753906
	Iteration 42Q: 3 clusters Score -1153238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1153237.750000 Penalty: 3078.753906
	Iteration 43F: 3 clusters Score -1153238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -190464.203125 Penalty: 1242.454834
	Iteration 0F: 2 clusters Score -190464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -188255.062500 Penalty: 2484.909668
	Iteration 0F: 3 clusters Score -188255.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -188681.171875 Penalty: 2484.909668
	Iteration 1F: 3 clusters Score -188681.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188816.484375 Penalty: 2484.909668
	Iteration 2F: 3 clusters Score -188816.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188898.156250 Penalty: 2484.909668
	Iteration 3F: 3 clusters Score -188898.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188957.921875 Penalty: 2484.909668
	Iteration 4Q: 3 clusters Score -188957.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -189005.000000 Penalty: 2484.909668
	Iteration 5Q: 3 clusters Score -189005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -189046.500000 Penalty: 2484.909668
	Iteration 6Q: 3 clusters Score -189046.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -189070.562500 Penalty: 2484.909668
	Iteration 7Q: 3 clusters Score -189070.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -189089.140625 Penalty: 2484.909668
	Iteration 8Q: 3 clusters Score -189089.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -189103.156250 Penalty: 2484.909668
	Iteration 9Q: 3 clusters Score -189103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -189111.531250 Penalty: 2484.909668
	Iteration 10Q: 3 clusters Score -189111.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189120.734375 Penalty: 2484.909668
	Iteration 11Q: 3 clusters Score -189120.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -189127.875000 Penalty: 2484.909668
	Iteration 12Q: 3 clusters Score -189127.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189136.578125 Penalty: 2484.909668
	Iteration 13Q: 3 clusters Score -189136.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189149.046875 Penalty: 2484.909668
	Iteration 14Q: 3 clusters Score -189149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189162.171875 Penalty: 2484.909668
	Iteration 15Q: 3 clusters Score -189162.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189177.953125 Penalty: 2484.909668
	Iteration 16Q: 3 clusters Score -189178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -189193.843750 Penalty: 2484.909668
	Iteration 17Q: 3 clusters Score -189193.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -189200.953125 Penalty: 2484.909668
	Iteration 18Q: 3 clusters Score -189201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -189206.593750 Penalty: 2484.909668
	Iteration 19Q: 3 clusters Score -189206.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -189212.078125 Penalty: 2484.909668
	Iteration 20F: 3 clusters Score -189212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -189222.718750 Penalty: 2484.909668
	Iteration 21Q: 3 clusters Score -189222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -189231.812500 Penalty: 2484.909668
	Iteration 22Q: 3 clusters Score -189231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -189239.593750 Penalty: 2484.909668
	Iteration 23Q: 3 clusters Score -189239.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -189250.859375 Penalty: 2484.909668
	Iteration 24Q: 3 clusters Score -189250.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -189260.312500 Penalty: 2484.909668
	Iteration 25Q: 3 clusters Score -189260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -189263.296875 Penalty: 2484.909668
	Iteration 26Q: 3 clusters Score -189263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -189267.828125 Penalty: 2484.909668
	Iteration 27Q: 3 clusters Score -189267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -189269.781250 Penalty: 2484.909668
	Iteration 28Q: 3 clusters Score -189269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -189272.140625 Penalty: 2484.909668
	Iteration 29Q: 3 clusters Score -189272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -189274.515625 Penalty: 2484.909668
	Iteration 30Q: 3 clusters Score -189274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -189277.328125 Penalty: 2484.909668
	Iteration 31Q: 3 clusters Score -189277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -189279.812500 Penalty: 2484.909668
	Iteration 32Q: 3 clusters Score -189279.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -189279.812500 Penalty: 2484.909668
	Iteration 33F: 3 clusters Score -189279.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (143394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Entering Unmasked Estep 
Score: -12409041.000000 Penalty: 1929.419556
	Iteration 0F: 2 clusters Score -1.240904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -12312602.000000 Penalty: 3858.839111
	Iteration 0F: 3 clusters Score -1.23126e+07 nChanged 69031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73381 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -12353454.000000 Penalty: 3858.839111
	Iteration 1F: 3 clusters Score -1.235345e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -12354420.000000 Penalty: 3858.839111
	Iteration 2Q: 3 clusters Score -1.235442e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -12355585.000000 Penalty: 3858.839111
	Iteration 3Q: 3 clusters Score -1.235558e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -12357432.000000 Penalty: 3858.839111
	Iteration 4Q: 3 clusters Score -1.235743e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 64003 members 
Entering Unmasked Estep 
Score: -12359986.000000 Penalty: 3858.839111
	Iteration 5Q: 3 clusters Score -1.235999e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -12363950.000000 Penalty: 3858.839111
	Iteration 6Q: 3 clusters Score -1.236395e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -12369719.000000 Penalty: 3858.839111
	Iteration 7F: 3 clusters Score -1.236972e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -12376613.000000 Penalty: 3858.839111
	Iteration 8F: 3 clusters Score -1.237661e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -12383033.000000 Penalty: 3858.839111
	Iteration 9F: 3 clusters Score -1.238303e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -12387264.000000 Penalty: 3858.839111
	Iteration 10Q: 3 clusters Score -1.238726e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98236 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -12389327.000000 Penalty: 3858.839111
	Iteration 11Q: 3 clusters Score -1.238933e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -12390709.000000 Penalty: 3858.839111
	Iteration 12Q: 3 clusters Score -1.239071e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -12391859.000000 Penalty: 3858.839111
	Iteration 13Q: 3 clusters Score -1.239186e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -12392982.000000 Penalty: 3858.839111
	Iteration 14Q: 3 clusters Score -1.239298e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -12394187.000000 Penalty: 3858.839111
	Iteration 15Q: 3 clusters Score -1.239419e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -12395357.000000 Penalty: 3858.839111
	Iteration 16Q: 3 clusters Score -1.239536e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103762 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -12396400.000000 Penalty: 3858.839111
	Iteration 17Q: 3 clusters Score -1.23964e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103984 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -12397326.000000 Penalty: 3858.839111
	Iteration 18Q: 3 clusters Score -1.239733e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104066 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -12398208.000000 Penalty: 3858.839111
	Iteration 19Q: 3 clusters Score -1.239821e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -12398832.000000 Penalty: 3858.839111
	Iteration 20F: 3 clusters Score -1.239883e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -12399431.000000 Penalty: 3858.839111
	Iteration 21Q: 3 clusters Score -1.239943e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -12399793.000000 Penalty: 3858.839111
	Iteration 22Q: 3 clusters Score -1.239979e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102867 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -12400154.000000 Penalty: 3858.839111
	Iteration 23Q: 3 clusters Score -1.240015e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -12400366.000000 Penalty: 3858.839111
	Iteration 24Q: 3 clusters Score -1.240037e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -12400574.000000 Penalty: 3858.839111
	Iteration 25Q: 3 clusters Score -1.240057e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101307 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -12400830.000000 Penalty: 3858.839111
	Iteration 26Q: 3 clusters Score -1.240083e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -12400932.000000 Penalty: 3858.839111
	Iteration 27Q: 3 clusters Score -1.240093e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -12400956.000000 Penalty: 3858.839111
	Iteration 28Q: 3 clusters Score -1.240096e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -12401068.000000 Penalty: 3858.839111
	Iteration 29Q: 3 clusters Score -1.240107e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99381 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -12401058.000000 Penalty: 3858.839111
	Iteration 30Q: 3 clusters Score -1.240106e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98943 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -12401117.000000 Penalty: 3858.839111
	Iteration 31Q: 3 clusters Score -1.240112e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -12401174.000000 Penalty: 3858.839111
	Iteration 32Q: 3 clusters Score -1.240117e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -12401174.000000 Penalty: 3858.839111
	Iteration 33Q: 3 clusters Score -1.240117e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -12401201.000000 Penalty: 3858.839111
	Iteration 34Q: 3 clusters Score -1.24012e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -12401198.000000 Penalty: 3858.839111
	Iteration 35Q: 3 clusters Score -1.24012e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -12401209.000000 Penalty: 3858.839111
	Iteration 36Q: 3 clusters Score -1.240121e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -12401260.000000 Penalty: 3858.839111
	Iteration 37Q: 3 clusters Score -1.240126e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -12401244.000000 Penalty: 3858.839111
	Iteration 38Q: 3 clusters Score -1.240124e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -12401262.000000 Penalty: 3858.839111
	Iteration 39Q: 3 clusters Score -1.240126e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -12401309.000000 Penalty: 3858.839111
	Iteration 40F: 3 clusters Score -1.240131e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95067 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -12401336.000000 Penalty: 3858.839111
	Iteration 41Q: 3 clusters Score -1.240134e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -12401358.000000 Penalty: 3858.839111
	Iteration 42Q: 3 clusters Score -1.240136e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -12401342.000000 Penalty: 3858.839111
	Iteration 43Q: 3 clusters Score -1.240134e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -12401394.000000 Penalty: 3858.839111
	Iteration 44Q: 3 clusters Score -1.240139e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -12401422.000000 Penalty: 3858.839111
	Iteration 45Q: 3 clusters Score -1.240142e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -12401503.000000 Penalty: 3858.839111
	Iteration 46Q: 3 clusters Score -1.24015e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -12401531.000000 Penalty: 3858.839111
	Iteration 47Q: 3 clusters Score -1.240153e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -12401543.000000 Penalty: 3858.839111
	Iteration 48Q: 3 clusters Score -1.240154e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -12401556.000000 Penalty: 3858.839111
	Iteration 49Q: 3 clusters Score -1.240156e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -12401633.000000 Penalty: 3858.839111
	Iteration 50Q: 3 clusters Score -1.240163e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -12401640.000000 Penalty: 3858.839111
	Iteration 51Q: 3 clusters Score -1.240164e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -12401659.000000 Penalty: 3858.839111
	Iteration 52Q: 3 clusters Score -1.240166e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -12401686.000000 Penalty: 3858.839111
	Iteration 53Q: 3 clusters Score -1.240169e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -12401763.000000 Penalty: 3858.839111
	Iteration 54Q: 3 clusters Score -1.240176e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -12401790.000000 Penalty: 3858.839111
	Iteration 55Q: 3 clusters Score -1.240179e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -12401793.000000 Penalty: 3858.839111
	Iteration 56Q: 3 clusters Score -1.240179e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -12401790.000000 Penalty: 3858.839111
	Iteration 57Q: 3 clusters Score -1.240179e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -12401815.000000 Penalty: 3858.839111
	Iteration 58Q: 3 clusters Score -1.240182e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -12401825.000000 Penalty: 3858.839111
	Iteration 59Q: 3 clusters Score -1.240182e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88706 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -12401851.000000 Penalty: 3858.839111
	Iteration 60F: 3 clusters Score -1.240185e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -12401877.000000 Penalty: 3858.839111
	Iteration 61Q: 3 clusters Score -1.240188e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -12401867.000000 Penalty: 3858.839111
	Iteration 62Q: 3 clusters Score -1.240187e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -12401859.000000 Penalty: 3858.839111
	Iteration 63Q: 3 clusters Score -1.240186e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -12401865.000000 Penalty: 3858.839111
	Iteration 64Q: 3 clusters Score -1.240186e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -12401869.000000 Penalty: 3858.839111
	Iteration 65Q: 3 clusters Score -1.240187e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -12401892.000000 Penalty: 3858.839111
	Iteration 66Q: 3 clusters Score -1.240189e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -12401868.000000 Penalty: 3858.839111
	Iteration 67Q: 3 clusters Score -1.240187e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -12401887.000000 Penalty: 3858.839111
	Iteration 68Q: 3 clusters Score -1.240189e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -12401938.000000 Penalty: 3858.839111
	Iteration 69Q: 3 clusters Score -1.240194e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -12401926.000000 Penalty: 3858.839111
	Iteration 70Q: 3 clusters Score -1.240193e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -12401930.000000 Penalty: 3858.839111
	Iteration 71Q: 3 clusters Score -1.240193e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -12401946.000000 Penalty: 3858.839111
	Iteration 72Q: 3 clusters Score -1.240195e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -12401964.000000 Penalty: 3858.839111
	Iteration 73Q: 3 clusters Score -1.240196e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -12401959.000000 Penalty: 3858.839111
	Iteration 74Q: 3 clusters Score -1.240196e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -12401958.000000 Penalty: 3858.839111
	Iteration 75Q: 3 clusters Score -1.240196e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -12401956.000000 Penalty: 3858.839111
	Iteration 76Q: 3 clusters Score -1.240196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -12401957.000000 Penalty: 3858.839111
	Iteration 77Q: 3 clusters Score -1.240196e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -12401959.000000 Penalty: 3858.839111
	Iteration 78Q: 3 clusters Score -1.240196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -12401952.000000 Penalty: 3858.839111
	Iteration 79Q: 3 clusters Score -1.240195e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -12401956.000000 Penalty: 3858.839111
	Iteration 80F: 3 clusters Score -1.240196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -12401963.000000 Penalty: 3858.839111
	Iteration 81Q: 3 clusters Score -1.240196e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -12401946.000000 Penalty: 3858.839111
	Iteration 82Q: 3 clusters Score -1.240195e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86361 members 
Mstep: Class 2 contains 57033 members 
Entering Unmasked Estep 
Score: -12401943.000000 Penalty: 3858.839111
	Iteration 83Q: 3 clusters Score -1.240194e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -12401944.000000 Penalty: 3858.839111
	Iteration 84Q: 3 clusters Score -1.240194e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86267 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -12401953.000000 Penalty: 3858.839111
	Iteration 85Q: 3 clusters Score -1.240195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -12401952.000000 Penalty: 3858.839111
	Iteration 86Q: 3 clusters Score -1.240195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -12401946.000000 Penalty: 3858.839111
	Iteration 87Q: 3 clusters Score -1.240195e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -12401942.000000 Penalty: 3858.839111
	Iteration 88Q: 3 clusters Score -1.240194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -12401954.000000 Penalty: 3858.839111
	Iteration 89Q: 3 clusters Score -1.240195e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -12401950.000000 Penalty: 3858.839111
	Iteration 90Q: 3 clusters Score -1.240195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -12401959.000000 Penalty: 3858.839111
	Iteration 91Q: 3 clusters Score -1.240196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -12401965.000000 Penalty: 3858.839111
	Iteration 92Q: 3 clusters Score -1.240196e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -12401964.000000 Penalty: 3858.839111
	Iteration 93Q: 3 clusters Score -1.240196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -12401975.000000 Penalty: 3858.839111
	Iteration 94Q: 3 clusters Score -1.240198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -12401972.000000 Penalty: 3858.839111
	Iteration 95Q: 3 clusters Score -1.240197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -12401972.000000 Penalty: 3858.839111
	Iteration 96Q: 3 clusters Score -1.240197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -12401980.000000 Penalty: 3858.839111
	Iteration 97Q: 3 clusters Score -1.240198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -12401969.000000 Penalty: 3858.839111
	Iteration 98Q: 3 clusters Score -1.240197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -12401978.000000 Penalty: 3858.839111
	Iteration 99Q: 3 clusters Score -1.240198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -12401981.000000 Penalty: 3858.839111
	Iteration 100F: 3 clusters Score -1.240198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -12401980.000000 Penalty: 3858.839111
	Iteration 101Q: 3 clusters Score -1.240198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -12401985.000000 Penalty: 3858.839111
	Iteration 102Q: 3 clusters Score -1.240198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -12401986.000000 Penalty: 3858.839111
	Iteration 103Q: 3 clusters Score -1.240199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -12401985.000000 Penalty: 3858.839111
	Iteration 104Q: 3 clusters Score -1.240198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85845 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -12401985.000000 Penalty: 3858.839111
	Iteration 105Q: 3 clusters Score -1.240198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -12401994.000000 Penalty: 3858.839111
	Iteration 106Q: 3 clusters Score -1.240199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -12402000.000000 Penalty: 3858.839111
	Iteration 107Q: 3 clusters Score -1.2402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -12401987.000000 Penalty: 3858.839111
	Iteration 108Q: 3 clusters Score -1.240199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -12401987.000000 Penalty: 3858.839111
	Iteration 109Q: 3 clusters Score -1.240199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -12401987.000000 Penalty: 3858.839111
	Iteration 110F: 3 clusters Score -1.240199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Entering Unmasked Estep 
Score: -453874.250000 Penalty: 1389.508423
	Iteration 0F: 2 clusters Score -453874.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -449761.968750 Penalty: 2779.016846
	Iteration 0F: 3 clusters Score -449762 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -450915.656250 Penalty: 2779.016846
	Iteration 1F: 3 clusters Score -450915.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -451112.625000 Penalty: 2779.016846
	Iteration 2F: 3 clusters Score -451112.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -451239.343750 Penalty: 2779.016846
	Iteration 3F: 3 clusters Score -451239.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -451332.125000 Penalty: 2779.016846
	Iteration 4Q: 3 clusters Score -451332.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -451402.937500 Penalty: 2779.016846
	Iteration 5Q: 3 clusters Score -451402.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -451458.312500 Penalty: 2779.016846
	Iteration 6Q: 3 clusters Score -451458.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -451528.937500 Penalty: 2779.016846
	Iteration 7Q: 3 clusters Score -451528.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -451623.218750 Penalty: 2779.016846
	Iteration 8Q: 3 clusters Score -451623.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -451742.406250 Penalty: 2779.016846
	Iteration 9Q: 3 clusters Score -451742.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -451879.343750 Penalty: 2779.016846
	Iteration 10Q: 3 clusters Score -451879.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -452057.343750 Penalty: 2779.016846
	Iteration 11Q: 3 clusters Score -452057.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -452315.500000 Penalty: 2779.016846
	Iteration 12Q: 3 clusters Score -452315.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -452589.593750 Penalty: 2779.016846
	Iteration 13Q: 3 clusters Score -452589.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -452828.843750 Penalty: 2779.016846
	Iteration 14Q: 3 clusters Score -452828.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -453030.187500 Penalty: 2779.016846
	Iteration 15Q: 3 clusters Score -453030.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -453241.312500 Penalty: 2779.016846
	Iteration 16Q: 3 clusters Score -453241.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -453461.656250 Penalty: 2779.016846
	Iteration 17Q: 3 clusters Score -453461.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -453642.906250 Penalty: 2779.016846
	Iteration 18Q: 3 clusters Score -453642.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -453709.562500 Penalty: 2779.016846
	Iteration 19Q: 3 clusters Score -453709.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -453735.281250 Penalty: 2779.016846
	Iteration 20F: 3 clusters Score -453735.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -453745.906250 Penalty: 2779.016846
	Iteration 21Q: 3 clusters Score -453745.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -453748.781250 Penalty: 2779.016846
	Iteration 22Q: 3 clusters Score -453748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -453752.500000 Penalty: 2779.016846
	Iteration 23Q: 3 clusters Score -453752.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -453756.218750 Penalty: 2779.016846
	Iteration 24Q: 3 clusters Score -453756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -453757.500000 Penalty: 2779.016846
	Iteration 25Q: 3 clusters Score -453757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -453757.687500 Penalty: 2779.016846
	Iteration 26Q: 3 clusters Score -453757.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -453757.562500 Penalty: 2779.016846
	Iteration 27Q: 3 clusters Score -453757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -453757.562500 Penalty: 2779.016846
	Iteration 28F: 3 clusters Score -453757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Entering Unmasked Estep 
Score: -389673.156250 Penalty: 1363.934326
	Iteration 0F: 2 clusters Score -389673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -386038.343750 Penalty: 2727.868652
	Iteration 0F: 3 clusters Score -386038.3 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -387034.562500 Penalty: 2727.868652
	Iteration 1F: 3 clusters Score -387034.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -387254.093750 Penalty: 2727.868652
	Iteration 2F: 3 clusters Score -387254.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -387451.406250 Penalty: 2727.868652
	Iteration 3F: 3 clusters Score -387451.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -387646.531250 Penalty: 2727.868652
	Iteration 4F: 3 clusters Score -387646.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -387831.468750 Penalty: 2727.868652
	Iteration 5F: 3 clusters Score -387831.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -388058.906250 Penalty: 2727.868652
	Iteration 6F: 3 clusters Score -388058.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -388297.312500 Penalty: 2727.868652
	Iteration 7F: 3 clusters Score -388297.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -388545.375000 Penalty: 2727.868652
	Iteration 8Q: 3 clusters Score -388545.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -388750.437500 Penalty: 2727.868652
	Iteration 9Q: 3 clusters Score -388750.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -388865.156250 Penalty: 2727.868652
	Iteration 10Q: 3 clusters Score -388865.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -388918.812500 Penalty: 2727.868652
	Iteration 11Q: 3 clusters Score -388918.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -388951.125000 Penalty: 2727.868652
	Iteration 12Q: 3 clusters Score -388951.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -388967.031250 Penalty: 2727.868652
	Iteration 13Q: 3 clusters Score -388967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -388978.250000 Penalty: 2727.868652
	Iteration 14Q: 3 clusters Score -388978.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -388986.656250 Penalty: 2727.868652
	Iteration 15Q: 3 clusters Score -388986.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -388995.406250 Penalty: 2727.868652
	Iteration 16Q: 3 clusters Score -388995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -389003.156250 Penalty: 2727.868652
	Iteration 17Q: 3 clusters Score -389003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -389009.875000 Penalty: 2727.868652
	Iteration 18Q: 3 clusters Score -389009.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -389012.812500 Penalty: 2727.868652
	Iteration 19Q: 3 clusters Score -389012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -389015.187500 Penalty: 2727.868652
	Iteration 20F: 3 clusters Score -389015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -389015.093750 Penalty: 2727.868652
	Iteration 21Q: 3 clusters Score -389015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -389015.875000 Penalty: 2727.868652
	Iteration 22Q: 3 clusters Score -389015.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -389015.875000 Penalty: 2727.868652
	Iteration 23F: 3 clusters Score -389015.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -12732.448242 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -12732.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12022.836914 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -12022.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12099.123047 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -12099.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12114.244141 Penalty: 1703.567749
	Iteration 2Q: 3 clusters Score -12114.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12119.750000 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -12119.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12127.046875 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -12127.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12128.341797 Penalty: 1703.567749
	Iteration 5Q: 3 clusters Score -12128.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12128.341797 Penalty: 1703.567749
	Iteration 6F: 3 clusters Score -12128.34 nChanged 0
--- Evaluating fit on full set of 1575176 points ---
Entering Unmasked Estep 
Score: -137093696.000000 Penalty: 37101.679688
20->17 Clusters: Score -137093696.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 525058 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 25946 members 
Mstep: Class 3 contains 26467 members 
Mstep: Class 4 contains 26407 members 
Mstep: Class 5 contains 26354 members 
Mstep: Class 6 contains 26265 members 
Mstep: Class 7 contains 26175 members 
Mstep: Class 8 contains 26078 members 
Mstep: Class 9 contains 26029 members 
Mstep: Class 10 contains 26572 members 
Mstep: Class 11 contains 26225 members 
Mstep: Class 12 contains 26025 members 
Mstep: Class 13 contains 26294 members 
Mstep: Class 14 contains 26319 members 
Mstep: Class 15 contains 26134 members 
Mstep: Class 16 contains 26317 members 
Mstep: Class 17 contains 26233 members 
Mstep: Class 18 contains 26526 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 26270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 210.300491 but Gain 2140.328125
Score: -43734420.000000 Penalty: 40666.277344
Iteration 0F: 20 clusters Score -4.373442e+07 nChanged 496236
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 17825 members 
Mstep: Class 3 contains 26063 members 
Mstep: Class 4 contains 46480 members 
Mstep: Class 5 contains 44551 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 57960 members 
Mstep: Class 8 contains 28957 members 
Mstep: Class 9 contains 12257 members 
Mstep: Class 10 contains 39522 members 
Mstep: Class 11 contains 80383 members 
Mstep: Class 12 contains 20942 members 
Mstep: Class 13 contains 17765 members 
Mstep: Class 14 contains 12600 members 
Mstep: Class 15 contains 22295 members 
Mstep: Class 16 contains 37814 members 
Mstep: Class 17 contains 20805 members 
Mstep: Class 18 contains 9224 members 
Mstep: Class 19 contains 8698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44899972.000000 Penalty: 40666.277344
Iteration 1F: 20 clusters Score -4.489997e+07 nChanged 190667
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 14603 members 
Mstep: Class 3 contains 21678 members 
Mstep: Class 4 contains 52569 members 
Mstep: Class 5 contains 42061 members 
Mstep: Class 6 contains 14709 members 
Mstep: Class 7 contains 80267 members 
Mstep: Class 8 contains 20023 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 35263 members 
Mstep: Class 11 contains 118996 members 
Mstep: Class 12 contains 18113 members 
Mstep: Class 13 contains 11589 members 
Mstep: Class 14 contains 8496 members 
Mstep: Class 15 contains 17762 members 
Mstep: Class 16 contains 32373 members 
Mstep: Class 17 contains 16335 members 
Mstep: Class 18 contains 4521 members 
Mstep: Class 19 contains 4986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45182984.000000 Penalty: 40666.277344
Iteration 2F: 20 clusters Score -4.518298e+07 nChanged 129766
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15978 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 53753 members 
Mstep: Class 5 contains 32168 members 
Mstep: Class 6 contains 15826 members 
Mstep: Class 7 contains 84097 members 
Mstep: Class 8 contains 14335 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 37882 members 
Mstep: Class 11 contains 154544 members 
Mstep: Class 12 contains 17899 members 
Mstep: Class 13 contains 6738 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 16445 members 
Mstep: Class 16 contains 33589 members 
Mstep: Class 17 contains 9787 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1839.634155 but Gain 2140.332031
Score: -45328952.000000 Penalty: 38525.945312
Iteration 3F: 19 clusters Score -4.532895e+07 nChanged 99258
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17608 members 
Mstep: Class 3 contains 8737 members 
Mstep: Class 4 contains 49321 members 
Mstep: Class 5 contains 21723 members 
Mstep: Class 6 contains 14799 members 
Mstep: Class 7 contains 74499 members 
Mstep: Class 8 contains 11154 members 
Mstep: Class 10 contains 45859 members 
Mstep: Class 11 contains 189212 members 
Mstep: Class 12 contains 16868 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 16 contains 40624 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1143.464478 but Gain 2140.328125
Score: -45436228.000000 Penalty: 36385.617188
Iteration 4F: 18 clusters Score -4.543623e+07 nChanged 78061
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17608 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 44567 members 
Mstep: Class 5 contains 15001 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 57066 members 
Mstep: Class 8 contains 8554 members 
Mstep: Class 10 contains 53935 members 
Mstep: Class 11 contains 220080 members 
Mstep: Class 12 contains 14539 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 15 contains 16465 members 
Mstep: Class 16 contains 47862 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1051.383301 but Gain 2140.332031
Score: -45511676.000000 Penalty: 34245.285156
Iteration 5F: 17 clusters Score -4.551168e+07 nChanged 59446
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 2 contains 16308 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 41870 members 
Mstep: Class 5 contains 11681 members 
Mstep: Class 6 contains 12560 members 
Mstep: Class 7 contains 38667 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 10 contains 60756 members 
Mstep: Class 11 contains 243275 members 
Mstep: Class 12 contains 12421 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 15 contains 16099 members 
Mstep: Class 16 contains 54728 members 
Mstep: Class 17 contains 1985 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1645.654907 but Gain 2140.330078
Score: -45560812.000000 Penalty: 32104.955078
Iteration 6F: 16 clusters Score -4.556081e+07 nChanged 44644
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 14810 members 
Mstep: Class 3 contains 3589 members 
Mstep: Class 4 contains 40389 members 
Mstep: Class 5 contains 10224 members 
Mstep: Class 6 contains 11862 members 
Mstep: Class 7 contains 24403 members 
Mstep: Class 8 contains 4008 members 
Mstep: Class 10 contains 65826 members 
Mstep: Class 11 contains 259269 members 
Mstep: Class 12 contains 10477 members 
Mstep: Class 13 contains 1573 members 
Mstep: Class 15 contains 15756 members 
Mstep: Class 16 contains 60588 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1485.398193 but Gain 2140.330078
Score: -45593620.000000 Penalty: 29964.625000
Iteration 7F: 15 clusters Score -4.559362e+07 nChanged 31621
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 13304 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 38920 members 
Mstep: Class 5 contains 9652 members 
Mstep: Class 6 contains 11565 members 
Mstep: Class 7 contains 15207 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 10 contains 69506 members 
Mstep: Class 11 contains 269010 members 
Mstep: Class 12 contains 8903 members 
Mstep: Class 13 contains 1557 members 
Mstep: Class 15 contains 15436 members 
Mstep: Class 16 contains 65538 members 
Mstep: Class 18 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1814.988770 but Gain 2140.330078
Score: -45614912.000000 Penalty: 27824.294922
Iteration 8F: 14 clusters Score -4.561491e+07 nChanged 22057
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 12038 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 37248 members 
Mstep: Class 5 contains 9386 members 
Mstep: Class 6 contains 11500 members 
Mstep: Class 7 contains 9648 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 10 contains 71814 members 
Mstep: Class 11 contains 274970 members 
Mstep: Class 12 contains 7668 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 15 contains 14877 members 
Mstep: Class 16 contains 68920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1461.490601 but Gain 2140.330078
Score: -45629380.000000 Penalty: 25683.964844
Iteration 9Q: 13 clusters Score -4.562938e+07 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 11061 members 
Mstep: Class 3 contains 3045 members 
Mstep: Class 4 contains 35580 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 11660 members 
Mstep: Class 7 contains 6336 members 
Mstep: Class 10 contains 73786 members 
Mstep: Class 11 contains 278955 members 
Mstep: Class 12 contains 6809 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 15 contains 14306 members 
Mstep: Class 16 contains 71950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45639856.000000 Penalty: 25683.964844
Iteration 10Q: 13 clusters Score -4.563986e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 10238 members 
Mstep: Class 3 contains 3110 members 
Mstep: Class 4 contains 33964 members 
Mstep: Class 5 contains 9401 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 10 contains 74945 members 
Mstep: Class 11 contains 281404 members 
Mstep: Class 12 contains 6216 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 15 contains 13655 members 
Mstep: Class 16 contains 73615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45645652.000000 Penalty: 25683.964844
Iteration 11Q: 13 clusters Score -4.564565e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 3250 members 
Mstep: Class 4 contains 32435 members 
Mstep: Class 5 contains 9337 members 
Mstep: Class 6 contains 12450 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 10 contains 75887 members 
Mstep: Class 11 contains 283246 members 
Mstep: Class 12 contains 5871 members 
Mstep: Class 13 contains 2114 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 74690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45649784.000000 Penalty: 25683.964844
Iteration 12Q: 13 clusters Score -4.564978e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 9085 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 30982 members 
Mstep: Class 5 contains 9246 members 
Mstep: Class 6 contains 12938 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 10 contains 76723 members 
Mstep: Class 11 contains 284684 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 15 contains 12319 members 
Mstep: Class 16 contains 75377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2009.180908 but Gain 2140.330078
Score: -45653968.000000 Penalty: 23543.634766
Iteration 13Q: 12 clusters Score -4.565397e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 8725 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 4 contains 29787 members 
Mstep: Class 5 contains 9197 members 
Mstep: Class 6 contains 13492 members 
Mstep: Class 10 contains 77493 members 
Mstep: Class 11 contains 287373 members 
Mstep: Class 12 contains 5646 members 
Mstep: Class 13 contains 2159 members 
Mstep: Class 15 contains 11645 members 
Mstep: Class 16 contains 75704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45659816.000000 Penalty: 23543.634766
Iteration 14Q: 12 clusters Score -4.565982e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 4165 members 
Mstep: Class 4 contains 28457 members 
Mstep: Class 5 contains 9046 members 
Mstep: Class 6 contains 14092 members 
Mstep: Class 10 contains 78109 members 
Mstep: Class 11 contains 288067 members 
Mstep: Class 12 contains 5615 members 
Mstep: Class 13 contains 2161 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 75805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45662876.000000 Penalty: 23543.634766
Iteration 15Q: 12 clusters Score -4.566288e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 27241 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 14729 members 
Mstep: Class 10 contains 78794 members 
Mstep: Class 11 contains 288606 members 
Mstep: Class 12 contains 5666 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 15 contains 10571 members 
Mstep: Class 16 contains 75640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45664744.000000 Penalty: 23543.634766
Iteration 16Q: 12 clusters Score -4.566474e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 4863 members 
Mstep: Class 4 contains 26099 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 15443 members 
Mstep: Class 10 contains 79334 members 
Mstep: Class 11 contains 289146 members 
Mstep: Class 12 contains 5772 members 
Mstep: Class 13 contains 2178 members 
Mstep: Class 15 contains 10180 members 
Mstep: Class 16 contains 75256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45666216.000000 Penalty: 23543.634766
Iteration 17Q: 12 clusters Score -4.566622e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 2 contains 7793 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 25086 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 16224 members 
Mstep: Class 10 contains 79911 members 
Mstep: Class 11 contains 289611 members 
Mstep: Class 12 contains 5898 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 15 contains 9860 members 
Mstep: Class 16 contains 74599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45667796.000000 Penalty: 23543.634766
Iteration 18Q: 12 clusters Score -4.56678e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 7697 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 24205 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 17027 members 
Mstep: Class 10 contains 80511 members 
Mstep: Class 11 contains 289969 members 
Mstep: Class 12 contains 6045 members 
Mstep: Class 13 contains 2202 members 
Mstep: Class 15 contains 9611 members 
Mstep: Class 16 contains 73776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45669392.000000 Penalty: 23543.634766
Iteration 19Q: 12 clusters Score -4.566939e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 7616 members 
Mstep: Class 3 contains 5485 members 
Mstep: Class 4 contains 23414 members 
Mstep: Class 5 contains 8570 members 
Mstep: Class 6 contains 17816 members 
Mstep: Class 10 contains 81174 members 
Mstep: Class 11 contains 290222 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 2217 members 
Mstep: Class 15 contains 9408 members 
Mstep: Class 16 contains 72861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45670616.000000 Penalty: 23543.634766
Iteration 20F: 12 clusters Score -4.567062e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 22669 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 18521 members 
Mstep: Class 10 contains 81713 members 
Mstep: Class 11 contains 290385 members 
Mstep: Class 12 contains 6374 members 
Mstep: Class 13 contains 2217 members 
Mstep: Class 15 contains 9221 members 
Mstep: Class 16 contains 72037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45672296.000000 Penalty: 23543.634766
Iteration 21Q: 12 clusters Score -4.56723e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 5992 members 
Mstep: Class 4 contains 21983 members 
Mstep: Class 5 contains 8501 members 
Mstep: Class 6 contains 19083 members 
Mstep: Class 10 contains 82185 members 
Mstep: Class 11 contains 290493 members 
Mstep: Class 12 contains 6513 members 
Mstep: Class 13 contains 2222 members 
Mstep: Class 15 contains 9087 members 
Mstep: Class 16 contains 71354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45673212.000000 Penalty: 23543.634766
Iteration 22Q: 12 clusters Score -4.567321e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 21329 members 
Mstep: Class 5 contains 8477 members 
Mstep: Class 6 contains 19546 members 
Mstep: Class 10 contains 82561 members 
Mstep: Class 11 contains 290608 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 70848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45673588.000000 Penalty: 23543.634766
Iteration 23Q: 12 clusters Score -4.567359e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 7571 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 20769 members 
Mstep: Class 5 contains 8457 members 
Mstep: Class 6 contains 19886 members 
Mstep: Class 10 contains 82781 members 
Mstep: Class 11 contains 290662 members 
Mstep: Class 12 contains 6765 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 15 contains 8886 members 
Mstep: Class 16 contains 70578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674064.000000 Penalty: 23543.634766
Iteration 24Q: 12 clusters Score -4.567406e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 20260 members 
Mstep: Class 5 contains 8448 members 
Mstep: Class 6 contains 20129 members 
Mstep: Class 10 contains 82924 members 
Mstep: Class 11 contains 290756 members 
Mstep: Class 12 contains 6837 members 
Mstep: Class 13 contains 2254 members 
Mstep: Class 15 contains 8830 members 
Mstep: Class 16 contains 70391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674284.000000 Penalty: 23543.634766
Iteration 25Q: 12 clusters Score -4.567428e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 7614 members 
Mstep: Class 3 contains 6726 members 
Mstep: Class 4 contains 19804 members 
Mstep: Class 5 contains 8427 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 10 contains 83055 members 
Mstep: Class 11 contains 290869 members 
Mstep: Class 12 contains 6888 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 70277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674468.000000 Penalty: 23543.634766
Iteration 26Q: 12 clusters Score -4.567447e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 7634 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 19327 members 
Mstep: Class 5 contains 8410 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 10 contains 83104 members 
Mstep: Class 11 contains 291030 members 
Mstep: Class 12 contains 6921 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 16 contains 70245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674664.000000 Penalty: 23543.634766
Iteration 27Q: 12 clusters Score -4.567466e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7678 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 8406 members 
Mstep: Class 6 contains 20529 members 
Mstep: Class 10 contains 83081 members 
Mstep: Class 11 contains 291198 members 
Mstep: Class 12 contains 6942 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 15 contains 8716 members 
Mstep: Class 16 contains 70222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674976.000000 Penalty: 23543.634766
Iteration 28Q: 12 clusters Score -4.567498e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7699 members 
Mstep: Class 3 contains 7355 members 
Mstep: Class 4 contains 18474 members 
Mstep: Class 5 contains 8400 members 
Mstep: Class 6 contains 20618 members 
Mstep: Class 10 contains 83025 members 
Mstep: Class 11 contains 291364 members 
Mstep: Class 12 contains 6973 members 
Mstep: Class 13 contains 2226 members 
Mstep: Class 15 contains 8683 members 
Mstep: Class 16 contains 70168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45675072.000000 Penalty: 23543.634766
Iteration 29Q: 12 clusters Score -4.567507e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7713 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 4 contains 18098 members 
Mstep: Class 5 contains 8391 members 
Mstep: Class 6 contains 20682 members 
Mstep: Class 10 contains 82915 members 
Mstep: Class 11 contains 291550 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 13 contains 2199 members 
Mstep: Class 15 contains 8651 members 
Mstep: Class 16 contains 70098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45675444.000000 Penalty: 23543.634766
Iteration 30Q: 12 clusters Score -4.567544e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 8073 members 
Mstep: Class 4 contains 17755 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 20733 members 
Mstep: Class 10 contains 82758 members 
Mstep: Class 11 contains 291734 members 
Mstep: Class 12 contains 7006 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 15 contains 8648 members 
Mstep: Class 16 contains 70011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45675776.000000 Penalty: 23543.634766
Iteration 31Q: 12 clusters Score -4.567578e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7707 members 
Mstep: Class 3 contains 8457 members 
Mstep: Class 4 contains 17386 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 10 contains 82598 members 
Mstep: Class 11 contains 292012 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 2131 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 69879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676196.000000 Penalty: 23543.634766
Iteration 32Q: 12 clusters Score -4.56762e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7706 members 
Mstep: Class 3 contains 8759 members 
Mstep: Class 4 contains 17046 members 
Mstep: Class 5 contains 8392 members 
Mstep: Class 6 contains 20764 members 
Mstep: Class 10 contains 82490 members 
Mstep: Class 11 contains 292284 members 
Mstep: Class 12 contains 7034 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 15 contains 8650 members 
Mstep: Class 16 contains 69743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676268.000000 Penalty: 23543.634766
Iteration 33Q: 12 clusters Score -4.567627e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7695 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 16697 members 
Mstep: Class 5 contains 8389 members 
Mstep: Class 6 contains 20779 members 
Mstep: Class 10 contains 82368 members 
Mstep: Class 11 contains 292577 members 
Mstep: Class 12 contains 7075 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 15 contains 8664 members 
Mstep: Class 16 contains 69619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676276.000000 Penalty: 23543.634766
Iteration 34Q: 12 clusters Score -4.567628e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 9224 members 
Mstep: Class 4 contains 16355 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 20784 members 
Mstep: Class 10 contains 82291 members 
Mstep: Class 11 contains 292887 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 15 contains 8658 members 
Mstep: Class 16 contains 69517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676364.000000 Penalty: 23543.634766
Iteration 35Q: 12 clusters Score -4.567636e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 9386 members 
Mstep: Class 4 contains 16014 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 20776 members 
Mstep: Class 10 contains 82261 members 
Mstep: Class 11 contains 293214 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 15 contains 8645 members 
Mstep: Class 16 contains 69418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676384.000000 Penalty: 23543.634766
Iteration 36Q: 12 clusters Score -4.567638e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 9504 members 
Mstep: Class 4 contains 15677 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 6 contains 20773 members 
Mstep: Class 10 contains 82246 members 
Mstep: Class 11 contains 293523 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 15 contains 8623 members 
Mstep: Class 16 contains 69349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676344.000000 Penalty: 23543.634766
Iteration 37Q: 12 clusters Score -4.567634e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7640 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 15345 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 20762 members 
Mstep: Class 10 contains 82244 members 
Mstep: Class 11 contains 293827 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 69301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676452.000000 Penalty: 23543.634766
Iteration 38Q: 12 clusters Score -4.567645e+07 nChanged 847
Entering ConstructFrom: 
Score: -45676452.000000 Penalty: 23543.634766
Entering ConstructFrom: 
Trying to split cluster 2 (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: -682299.062500 Penalty: 1452.830933
	Iteration 0F: 2 clusters Score -682299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -676617.625000 Penalty: 2905.661865
	Iteration 0F: 3 clusters Score -676617.6 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -678342.312500 Penalty: 2905.661865
	Iteration 1F: 3 clusters Score -678342.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -678621.187500 Penalty: 2905.661865
	Iteration 2F: 3 clusters Score -678621.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -678839.000000 Penalty: 2905.661865
	Iteration 3F: 3 clusters Score -678839 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -679044.375000 Penalty: 2905.661865
	Iteration 4Q: 3 clusters Score -679044.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -679303.812500 Penalty: 2905.661865
	Iteration 5Q: 3 clusters Score -679303.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -679673.750000 Penalty: 2905.661865
	Iteration 6F: 3 clusters Score -679673.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -680227.062500 Penalty: 2905.661865
	Iteration 7F: 3 clusters Score -680227.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -680783.250000 Penalty: 2905.661865
	Iteration 8F: 3 clusters Score -680783.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -681173.875000 Penalty: 2905.661865
	Iteration 9F: 3 clusters Score -681173.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -681389.812500 Penalty: 2905.661865
	Iteration 10Q: 3 clusters Score -681389.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -681542.812500 Penalty: 2905.661865
	Iteration 11Q: 3 clusters Score -681542.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -681659.437500 Penalty: 2905.661865
	Iteration 12Q: 3 clusters Score -681659.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -681800.187500 Penalty: 2905.661865
	Iteration 13Q: 3 clusters Score -681800.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -681938.750000 Penalty: 2905.661865
	Iteration 14Q: 3 clusters Score -681938.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -682074.062500 Penalty: 2905.661865
	Iteration 15Q: 3 clusters Score -682074.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -682209.875000 Penalty: 2905.661865
	Iteration 16Q: 3 clusters Score -682209.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -682285.812500 Penalty: 2905.661865
	Iteration 17Q: 3 clusters Score -682285.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -682322.187500 Penalty: 2905.661865
	Iteration 18Q: 3 clusters Score -682322.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -682345.750000 Penalty: 2905.661865
	Iteration 19Q: 3 clusters Score -682345.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -682358.750000 Penalty: 2905.661865
	Iteration 20F: 3 clusters Score -682358.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -682363.875000 Penalty: 2905.661865
	Iteration 21Q: 3 clusters Score -682363.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -682367.750000 Penalty: 2905.661865
	Iteration 22Q: 3 clusters Score -682367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -682369.000000 Penalty: 2905.661865
	Iteration 23Q: 3 clusters Score -682369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -682371.312500 Penalty: 2905.661865
	Iteration 24Q: 3 clusters Score -682371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -682371.312500 Penalty: 2905.661865
	Iteration 25F: 3 clusters Score -682371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 10 contains 82259 members 
Mstep: Class 11 contains 294136 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 69276 members 
Entering Unmasked Estep 
Score: -45675864.000000 Penalty: 25683.964844
Splitting cluster 2 changes total score from -45676452.000000 to -45675864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (9670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Entering Unmasked Estep 
Score: -863028.250000 Penalty: 1491.227295
	Iteration 0F: 2 clusters Score -863028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -856056.250000 Penalty: 2982.454590
	Iteration 0F: 3 clusters Score -856056.2 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -858239.562500 Penalty: 2982.454590
	Iteration 1F: 3 clusters Score -858239.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -858475.625000 Penalty: 2982.454590
	Iteration 2F: 3 clusters Score -858475.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -858693.062500 Penalty: 2982.454590
	Iteration 3F: 3 clusters Score -858693.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -858883.250000 Penalty: 2982.454590
	Iteration 4Q: 3 clusters Score -858883.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -859046.875000 Penalty: 2982.454590
	Iteration 5Q: 3 clusters Score -859046.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -859196.250000 Penalty: 2982.454590
	Iteration 6Q: 3 clusters Score -859196.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -859338.125000 Penalty: 2982.454590
	Iteration 7Q: 3 clusters Score -859338.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -859480.625000 Penalty: 2982.454590
	Iteration 8Q: 3 clusters Score -859480.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -859635.312500 Penalty: 2982.454590
	Iteration 9Q: 3 clusters Score -859635.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -859847.062500 Penalty: 2982.454590
	Iteration 10Q: 3 clusters Score -859847.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -860089.750000 Penalty: 2982.454590
	Iteration 11Q: 3 clusters Score -860089.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -860376.625000 Penalty: 2982.454590
	Iteration 12Q: 3 clusters Score -860376.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -860629.875000 Penalty: 2982.454590
	Iteration 13Q: 3 clusters Score -860629.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -860783.937500 Penalty: 2982.454590
	Iteration 14Q: 3 clusters Score -860783.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -860873.937500 Penalty: 2982.454590
	Iteration 15Q: 3 clusters Score -860873.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -860963.750000 Penalty: 2982.454590
	Iteration 16Q: 3 clusters Score -860963.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -861051.437500 Penalty: 2982.454590
	Iteration 17Q: 3 clusters Score -861051.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -861143.250000 Penalty: 2982.454590
	Iteration 18Q: 3 clusters Score -861143.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -861226.000000 Penalty: 2982.454590
	Iteration 19Q: 3 clusters Score -861226 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -861306.437500 Penalty: 2982.454590
	Iteration 20F: 3 clusters Score -861306.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -861375.812500 Penalty: 2982.454590
	Iteration 21Q: 3 clusters Score -861375.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -861431.062500 Penalty: 2982.454590
	Iteration 22Q: 3 clusters Score -861431.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -861476.625000 Penalty: 2982.454590
	Iteration 23Q: 3 clusters Score -861476.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -861526.312500 Penalty: 2982.454590
	Iteration 24Q: 3 clusters Score -861526.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -861568.875000 Penalty: 2982.454590
	Iteration 25Q: 3 clusters Score -861568.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -861613.875000 Penalty: 2982.454590
	Iteration 26Q: 3 clusters Score -861613.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -861655.687500 Penalty: 2982.454590
	Iteration 27Q: 3 clusters Score -861655.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -861682.812500 Penalty: 2982.454590
	Iteration 28Q: 3 clusters Score -861682.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -861710.000000 Penalty: 2982.454590
	Iteration 29Q: 3 clusters Score -861710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -861742.062500 Penalty: 2982.454590
	Iteration 30Q: 3 clusters Score -861742.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -861769.125000 Penalty: 2982.454590
	Iteration 31Q: 3 clusters Score -861769.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -861790.000000 Penalty: 2982.454590
	Iteration 32Q: 3 clusters Score -861790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -861810.125000 Penalty: 2982.454590
	Iteration 33Q: 3 clusters Score -861810.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -861832.312500 Penalty: 2982.454590
	Iteration 34Q: 3 clusters Score -861832.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -861851.500000 Penalty: 2982.454590
	Iteration 35Q: 3 clusters Score -861851.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -861865.062500 Penalty: 2982.454590
	Iteration 36Q: 3 clusters Score -861865.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -861873.937500 Penalty: 2982.454590
	Iteration 37Q: 3 clusters Score -861873.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -861881.625000 Penalty: 2982.454590
	Iteration 38Q: 3 clusters Score -861881.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -861885.625000 Penalty: 2982.454590
	Iteration 39Q: 3 clusters Score -861885.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -861892.562500 Penalty: 2982.454590
	Iteration 40F: 3 clusters Score -861892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -861897.000000 Penalty: 2982.454590
	Iteration 41Q: 3 clusters Score -861897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -861900.875000 Penalty: 2982.454590
	Iteration 42Q: 3 clusters Score -861900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -861901.750000 Penalty: 2982.454590
	Iteration 43Q: 3 clusters Score -861901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -861901.500000 Penalty: 2982.454590
	Iteration 44Q: 3 clusters Score -861901.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -861904.875000 Penalty: 2982.454590
	Iteration 45Q: 3 clusters Score -861904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -861906.000000 Penalty: 2982.454590
	Iteration 46Q: 3 clusters Score -861906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -861903.937500 Penalty: 2982.454590
	Iteration 47Q: 3 clusters Score -861903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -861906.812500 Penalty: 2982.454590
	Iteration 48Q: 3 clusters Score -861906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -861907.062500 Penalty: 2982.454590
	Iteration 49Q: 3 clusters Score -861907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861907.500000 Penalty: 2982.454590
	Iteration 50Q: 3 clusters Score -861907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -861910.562500 Penalty: 2982.454590
	Iteration 51Q: 3 clusters Score -861910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861910.562500 Penalty: 2982.454590
	Iteration 52Q: 3 clusters Score -861910.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -861910.687500 Penalty: 2982.454590
	Iteration 53Q: 3 clusters Score -861910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861912.375000 Penalty: 2982.454590
	Iteration 54Q: 3 clusters Score -861912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -861912.875000 Penalty: 2982.454590
	Iteration 55Q: 3 clusters Score -861912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -861911.125000 Penalty: 2982.454590
	Iteration 56Q: 3 clusters Score -861911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -861911.125000 Penalty: 2982.454590
	Iteration 57F: 3 clusters Score -861911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Entering Unmasked Estep 
Score: -1369396.625000 Penalty: 1562.752563
	Iteration 0F: 2 clusters Score -1369397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1359000.625000 Penalty: 3125.505127
	Iteration 0F: 3 clusters Score -1359001 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1362592.125000 Penalty: 3125.505127
	Iteration 1F: 3 clusters Score -1362592 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1362989.250000 Penalty: 3125.505127
	Iteration 2F: 3 clusters Score -1362989 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1363515.625000 Penalty: 3125.505127
	Iteration 3F: 3 clusters Score -1363516 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1364248.875000 Penalty: 3125.505127
	Iteration 4F: 3 clusters Score -1364249 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1365080.875000 Penalty: 3125.505127
	Iteration 5F: 3 clusters Score -1365081 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1365983.000000 Penalty: 3125.505127
	Iteration 6F: 3 clusters Score -1365983 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1366822.500000 Penalty: 3125.505127
	Iteration 7F: 3 clusters Score -1366822 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1367419.625000 Penalty: 3125.505127
	Iteration 8F: 3 clusters Score -1367420 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1367766.250000 Penalty: 3125.505127
	Iteration 9Q: 3 clusters Score -1367766 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1367932.625000 Penalty: 3125.505127
	Iteration 10Q: 3 clusters Score -1367933 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1368021.375000 Penalty: 3125.505127
	Iteration 11Q: 3 clusters Score -1368021 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1368083.000000 Penalty: 3125.505127
	Iteration 12Q: 3 clusters Score -1368083 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1368136.625000 Penalty: 3125.505127
	Iteration 13Q: 3 clusters Score -1368137 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1368181.250000 Penalty: 3125.505127
	Iteration 14Q: 3 clusters Score -1368181 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1368217.250000 Penalty: 3125.505127
	Iteration 15Q: 3 clusters Score -1368217 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1368236.500000 Penalty: 3125.505127
	Iteration 16Q: 3 clusters Score -1368236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1368253.000000 Penalty: 3125.505127
	Iteration 17Q: 3 clusters Score -1368253 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1368265.375000 Penalty: 3125.505127
	Iteration 18Q: 3 clusters Score -1368265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1368283.125000 Penalty: 3125.505127
	Iteration 19Q: 3 clusters Score -1368283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1368292.375000 Penalty: 3125.505127
	Iteration 20F: 3 clusters Score -1368292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1368297.125000 Penalty: 3125.505127
	Iteration 21Q: 3 clusters Score -1368297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1368303.625000 Penalty: 3125.505127
	Iteration 22Q: 3 clusters Score -1368304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1368303.000000 Penalty: 3125.505127
	Iteration 23Q: 3 clusters Score -1368303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1368311.250000 Penalty: 3125.505127
	Iteration 24Q: 3 clusters Score -1368311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1368322.250000 Penalty: 3125.505127
	Iteration 25Q: 3 clusters Score -1368322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1368322.625000 Penalty: 3125.505127
	Iteration 26Q: 3 clusters Score -1368323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1368328.500000 Penalty: 3125.505127
	Iteration 27Q: 3 clusters Score -1368328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1368331.875000 Penalty: 3125.505127
	Iteration 28Q: 3 clusters Score -1368332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1368343.125000 Penalty: 3125.505127
	Iteration 29Q: 3 clusters Score -1368343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1368342.875000 Penalty: 3125.505127
	Iteration 30Q: 3 clusters Score -1368343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1368350.375000 Penalty: 3125.505127
	Iteration 31Q: 3 clusters Score -1368350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1368356.875000 Penalty: 3125.505127
	Iteration 32Q: 3 clusters Score -1368357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1368365.250000 Penalty: 3125.505127
	Iteration 33Q: 3 clusters Score -1368365 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1368366.250000 Penalty: 3125.505127
	Iteration 34Q: 3 clusters Score -1368366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1368373.875000 Penalty: 3125.505127
	Iteration 35Q: 3 clusters Score -1368374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1368375.375000 Penalty: 3125.505127
	Iteration 36Q: 3 clusters Score -1368375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1368374.625000 Penalty: 3125.505127
	Iteration 37Q: 3 clusters Score -1368375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1368380.125000 Penalty: 3125.505127
	Iteration 38Q: 3 clusters Score -1368380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1368382.000000 Penalty: 3125.505127
	Iteration 39Q: 3 clusters Score -1368382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1368383.125000 Penalty: 3125.505127
	Iteration 40F: 3 clusters Score -1368383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1368383.125000 Penalty: 3125.505127
	Iteration 41Q: 3 clusters Score -1368383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1368386.125000 Penalty: 3125.505127
	Iteration 42Q: 3 clusters Score -1368386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1368387.000000 Penalty: 3125.505127
	Iteration 43Q: 3 clusters Score -1368387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1368389.375000 Penalty: 3125.505127
	Iteration 44Q: 3 clusters Score -1368389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1368391.000000 Penalty: 3125.505127
	Iteration 45Q: 3 clusters Score -1368391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1368391.500000 Penalty: 3125.505127
	Iteration 46Q: 3 clusters Score -1368392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1368394.125000 Penalty: 3125.505127
	Iteration 47Q: 3 clusters Score -1368394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1368393.875000 Penalty: 3125.505127
	Iteration 48Q: 3 clusters Score -1368394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1368395.625000 Penalty: 3125.505127
	Iteration 49Q: 3 clusters Score -1368396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1368395.750000 Penalty: 3125.505127
	Iteration 50Q: 3 clusters Score -1368396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1368394.875000 Penalty: 3125.505127
	Iteration 51Q: 3 clusters Score -1368395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1368395.125000 Penalty: 3125.505127
	Iteration 52Q: 3 clusters Score -1368395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1368394.250000 Penalty: 3125.505127
	Iteration 53Q: 3 clusters Score -1368394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1368392.000000 Penalty: 3125.505127
	Iteration 54Q: 3 clusters Score -1368392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1368392.625000 Penalty: 3125.505127
	Iteration 55Q: 3 clusters Score -1368393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1368395.000000 Penalty: 3125.505127
	Iteration 56Q: 3 clusters Score -1368395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1368396.750000 Penalty: 3125.505127
	Iteration 57Q: 3 clusters Score -1368397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1368401.625000 Penalty: 3125.505127
	Iteration 58Q: 3 clusters Score -1368402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1368398.500000 Penalty: 3125.505127
	Iteration 59Q: 3 clusters Score -1368398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1368399.250000 Penalty: 3125.505127
	Iteration 60F: 3 clusters Score -1368399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1368403.000000 Penalty: 3125.505127
	Iteration 61Q: 3 clusters Score -1368403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1368404.000000 Penalty: 3125.505127
	Iteration 62Q: 3 clusters Score -1368404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1368400.625000 Penalty: 3125.505127
	Iteration 63Q: 3 clusters Score -1368401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1368402.250000 Penalty: 3125.505127
	Iteration 64Q: 3 clusters Score -1368402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1368405.125000 Penalty: 3125.505127
	Iteration 65Q: 3 clusters Score -1368405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1368406.000000 Penalty: 3125.505127
	Iteration 66Q: 3 clusters Score -1368406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1368409.125000 Penalty: 3125.505127
	Iteration 67Q: 3 clusters Score -1368409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1368412.750000 Penalty: 3125.505127
	Iteration 68Q: 3 clusters Score -1368413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1368412.125000 Penalty: 3125.505127
	Iteration 69Q: 3 clusters Score -1368412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1368418.750000 Penalty: 3125.505127
	Iteration 70Q: 3 clusters Score -1368419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1368418.375000 Penalty: 3125.505127
	Iteration 71Q: 3 clusters Score -1368418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1368420.750000 Penalty: 3125.505127
	Iteration 72Q: 3 clusters Score -1368421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1368422.250000 Penalty: 3125.505127
	Iteration 73Q: 3 clusters Score -1368422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1368426.500000 Penalty: 3125.505127
	Iteration 74Q: 3 clusters Score -1368426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1368425.000000 Penalty: 3125.505127
	Iteration 75Q: 3 clusters Score -1368425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1368426.625000 Penalty: 3125.505127
	Iteration 76Q: 3 clusters Score -1368427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1368425.625000 Penalty: 3125.505127
	Iteration 77Q: 3 clusters Score -1368426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1368425.750000 Penalty: 3125.505127
	Iteration 78Q: 3 clusters Score -1368426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1368426.750000 Penalty: 3125.505127
	Iteration 79Q: 3 clusters Score -1368427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1368428.750000 Penalty: 3125.505127
	Iteration 80F: 3 clusters Score -1368429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Entering Unmasked Estep 
Score: -756720.500000 Penalty: 1468.231812
	Iteration 0F: 2 clusters Score -756720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -750614.625000 Penalty: 2936.463623
	Iteration 0F: 3 clusters Score -750614.6 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -752524.187500 Penalty: 2936.463623
	Iteration 1F: 3 clusters Score -752524.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -752771.250000 Penalty: 2936.463623
	Iteration 2F: 3 clusters Score -752771.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -752997.125000 Penalty: 2936.463623
	Iteration 3F: 3 clusters Score -752997.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -753211.687500 Penalty: 2936.463623
	Iteration 4Q: 3 clusters Score -753211.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -753419.312500 Penalty: 2936.463623
	Iteration 5Q: 3 clusters Score -753419.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -753663.125000 Penalty: 2936.463623
	Iteration 6Q: 3 clusters Score -753663.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -753969.937500 Penalty: 2936.463623
	Iteration 7F: 3 clusters Score -753969.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -754289.687500 Penalty: 2936.463623
	Iteration 8F: 3 clusters Score -754289.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -754593.875000 Penalty: 2936.463623
	Iteration 9Q: 3 clusters Score -754593.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -754833.312500 Penalty: 2936.463623
	Iteration 10Q: 3 clusters Score -754833.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -755010.687500 Penalty: 2936.463623
	Iteration 11Q: 3 clusters Score -755010.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -755153.875000 Penalty: 2936.463623
	Iteration 12Q: 3 clusters Score -755153.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -755238.250000 Penalty: 2936.463623
	Iteration 13Q: 3 clusters Score -755238.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -755313.437500 Penalty: 2936.463623
	Iteration 14Q: 3 clusters Score -755313.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -755348.562500 Penalty: 2936.463623
	Iteration 15Q: 3 clusters Score -755348.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -755377.812500 Penalty: 2936.463623
	Iteration 16Q: 3 clusters Score -755377.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -755405.312500 Penalty: 2936.463623
	Iteration 17Q: 3 clusters Score -755405.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -755421.250000 Penalty: 2936.463623
	Iteration 18Q: 3 clusters Score -755421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -755429.750000 Penalty: 2936.463623
	Iteration 19Q: 3 clusters Score -755429.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -755438.750000 Penalty: 2936.463623
	Iteration 20F: 3 clusters Score -755438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -755445.125000 Penalty: 2936.463623
	Iteration 21Q: 3 clusters Score -755445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -755451.687500 Penalty: 2936.463623
	Iteration 22Q: 3 clusters Score -755451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -755452.750000 Penalty: 2936.463623
	Iteration 23Q: 3 clusters Score -755452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -755452.750000 Penalty: 2936.463623
	Iteration 24F: 3 clusters Score -755452.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Entering Unmasked Estep 
Score: -1735134.625000 Penalty: 1615.299072
	Iteration 0F: 2 clusters Score -1735135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1720987.250000 Penalty: 3230.598145
	Iteration 0F: 3 clusters Score -1720987 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1727163.500000 Penalty: 3230.598145
	Iteration 1F: 3 clusters Score -1727164 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1728704.500000 Penalty: 3230.598145
	Iteration 2F: 3 clusters Score -1728704 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1730339.125000 Penalty: 3230.598145
	Iteration 3F: 3 clusters Score -1730339 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1731978.625000 Penalty: 3230.598145
	Iteration 4F: 3 clusters Score -1731979 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1733420.000000 Penalty: 3230.598145
	Iteration 5F: 3 clusters Score -1733420 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1734574.500000 Penalty: 3230.598145
	Iteration 6F: 3 clusters Score -1734574 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1735398.375000 Penalty: 3230.598145
	Iteration 7Q: 3 clusters Score -1735398 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1735939.125000 Penalty: 3230.598145
	Iteration 8Q: 3 clusters Score -1735939 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1736233.250000 Penalty: 3230.598145
	Iteration 9Q: 3 clusters Score -1736233 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1736402.625000 Penalty: 3230.598145
	Iteration 10Q: 3 clusters Score -1736403 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1736528.250000 Penalty: 3230.598145
	Iteration 11Q: 3 clusters Score -1736528 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1736624.375000 Penalty: 3230.598145
	Iteration 12Q: 3 clusters Score -1736624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1736714.250000 Penalty: 3230.598145
	Iteration 13Q: 3 clusters Score -1736714 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1736778.125000 Penalty: 3230.598145
	Iteration 14Q: 3 clusters Score -1736778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1736808.000000 Penalty: 3230.598145
	Iteration 15Q: 3 clusters Score -1736808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1736827.250000 Penalty: 3230.598145
	Iteration 16Q: 3 clusters Score -1736827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1736834.250000 Penalty: 3230.598145
	Iteration 17Q: 3 clusters Score -1736834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1736841.000000 Penalty: 3230.598145
	Iteration 18Q: 3 clusters Score -1736841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1736845.500000 Penalty: 3230.598145
	Iteration 19Q: 3 clusters Score -1736846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1736842.875000 Penalty: 3230.598145
	Iteration 20F: 3 clusters Score -1736843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1736842.875000 Penalty: 3230.598145
	Iteration 21Q: 3 clusters Score -1736843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1736846.500000 Penalty: 3230.598145
	Iteration 22Q: 3 clusters Score -1736846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1736845.500000 Penalty: 3230.598145
	Iteration 23Q: 3 clusters Score -1736846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1736844.000000 Penalty: 3230.598145
	Iteration 24Q: 3 clusters Score -1736844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1736844.375000 Penalty: 3230.598145
	Iteration 25Q: 3 clusters Score -1736844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1736846.875000 Penalty: 3230.598145
	Iteration 26Q: 3 clusters Score -1736847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1736848.500000 Penalty: 3230.598145
	Iteration 27Q: 3 clusters Score -1736848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1736849.250000 Penalty: 3230.598145
	Iteration 28Q: 3 clusters Score -1736849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1736849.875000 Penalty: 3230.598145
	Iteration 29Q: 3 clusters Score -1736850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1736847.500000 Penalty: 3230.598145
	Iteration 30Q: 3 clusters Score -1736848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1736847.500000 Penalty: 3230.598145
	Iteration 31F: 3 clusters Score -1736848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 10 contains 82259 members 
Mstep: Class 11 contains 294136 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 69276 members 
Entering Unmasked Estep 
Score: -45677692.000000 Penalty: 25683.964844
Splitting cluster 6 changes total score from -45676452.000000 to -45677692.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (82259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Entering Unmasked Estep 
Score: -7156945.500000 Penalty: 1839.114502
	Iteration 0F: 2 clusters Score -7156946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -7101884.500000 Penalty: 3678.229004
	Iteration 0F: 3 clusters Score -7101884 nChanged 39170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -7125225.500000 Penalty: 3678.229004
	Iteration 1F: 3 clusters Score -7125226 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -7126846.500000 Penalty: 3678.229004
	Iteration 2Q: 3 clusters Score -7126846 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -7129335.500000 Penalty: 3678.229004
	Iteration 3F: 3 clusters Score -7129336 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7133212.000000 Penalty: 3678.229004
	Iteration 4F: 3 clusters Score -7133212 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -7138581.500000 Penalty: 3678.229004
	Iteration 5F: 3 clusters Score -7138582 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -7144491.000000 Penalty: 3678.229004
	Iteration 6F: 3 clusters Score -7144491 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -7149666.500000 Penalty: 3678.229004
	Iteration 7F: 3 clusters Score -7149666 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -7153044.000000 Penalty: 3678.229004
	Iteration 8Q: 3 clusters Score -7153044 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -7154880.000000 Penalty: 3678.229004
	Iteration 9Q: 3 clusters Score -7154880 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 75142 members 
Entering Unmasked Estep 
Score: -7155824.500000 Penalty: 3678.229004
	Iteration 10Q: 3 clusters Score -7155824 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -7156364.500000 Penalty: 3678.229004
	Iteration 11Q: 3 clusters Score -7156364 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -7156650.500000 Penalty: 3678.229004
	Iteration 12Q: 3 clusters Score -7156650 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -7156845.500000 Penalty: 3678.229004
	Iteration 13Q: 3 clusters Score -7156846 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -7156948.000000 Penalty: 3678.229004
	Iteration 14Q: 3 clusters Score -7156948 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 77217 members 
Entering Unmasked Estep 
Score: -7156971.500000 Penalty: 3678.229004
	Iteration 15Q: 3 clusters Score -7156972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -7157030.500000 Penalty: 3678.229004
	Iteration 16Q: 3 clusters Score -7157030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -7157053.000000 Penalty: 3678.229004
	Iteration 17Q: 3 clusters Score -7157053 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 77593 members 
Entering Unmasked Estep 
Score: -7157064.000000 Penalty: 3678.229004
	Iteration 18Q: 3 clusters Score -7157064 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -7157087.000000 Penalty: 3678.229004
	Iteration 19Q: 3 clusters Score -7157087 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -7157106.500000 Penalty: 3678.229004
	Iteration 20F: 3 clusters Score -7157106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -7157110.000000 Penalty: 3678.229004
	Iteration 21Q: 3 clusters Score -7157110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -7157121.000000 Penalty: 3678.229004
	Iteration 22Q: 3 clusters Score -7157121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -7157132.500000 Penalty: 3678.229004
	Iteration 23Q: 3 clusters Score -7157132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -7157141.000000 Penalty: 3678.229004
	Iteration 24Q: 3 clusters Score -7157141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -7157150.500000 Penalty: 3678.229004
	Iteration 25Q: 3 clusters Score -7157150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -7157162.000000 Penalty: 3678.229004
	Iteration 26Q: 3 clusters Score -7157162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -7157167.000000 Penalty: 3678.229004
	Iteration 27Q: 3 clusters Score -7157167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -7157161.000000 Penalty: 3678.229004
	Iteration 28Q: 3 clusters Score -7157161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -7157177.500000 Penalty: 3678.229004
	Iteration 29Q: 3 clusters Score -7157178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -7157184.000000 Penalty: 3678.229004
	Iteration 30Q: 3 clusters Score -7157184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -7157183.500000 Penalty: 3678.229004
	Iteration 31Q: 3 clusters Score -7157184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -7157175.000000 Penalty: 3678.229004
	Iteration 32Q: 3 clusters Score -7157175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -7157178.000000 Penalty: 3678.229004
	Iteration 33Q: 3 clusters Score -7157178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -7157180.000000 Penalty: 3678.229004
	Iteration 34Q: 3 clusters Score -7157180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -7157184.000000 Penalty: 3678.229004
	Iteration 35Q: 3 clusters Score -7157184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -7157178.500000 Penalty: 3678.229004
	Iteration 36Q: 3 clusters Score -7157178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -7157179.000000 Penalty: 3678.229004
	Iteration 37Q: 3 clusters Score -7157179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -7157181.000000 Penalty: 3678.229004
	Iteration 38Q: 3 clusters Score -7157181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -7157185.000000 Penalty: 3678.229004
	Iteration 39Q: 3 clusters Score -7157185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -7157188.000000 Penalty: 3678.229004
	Iteration 40F: 3 clusters Score -7157188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -7157180.500000 Penalty: 3678.229004
	Iteration 41Q: 3 clusters Score -7157180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -7157194.500000 Penalty: 3678.229004
	Iteration 42Q: 3 clusters Score -7157194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -7157190.000000 Penalty: 3678.229004
	Iteration 43Q: 3 clusters Score -7157190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -7157181.000000 Penalty: 3678.229004
	Iteration 44Q: 3 clusters Score -7157181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -7157180.500000 Penalty: 3678.229004
	Iteration 45Q: 3 clusters Score -7157180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -7157183.500000 Penalty: 3678.229004
	Iteration 46Q: 3 clusters Score -7157184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -7157186.000000 Penalty: 3678.229004
	Iteration 47Q: 3 clusters Score -7157186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -7157179.000000 Penalty: 3678.229004
	Iteration 48Q: 3 clusters Score -7157179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -7157176.500000 Penalty: 3678.229004
	Iteration 49Q: 3 clusters Score -7157176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -7157181.500000 Penalty: 3678.229004
	Iteration 50Q: 3 clusters Score -7157182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -7157185.000000 Penalty: 3678.229004
	Iteration 51Q: 3 clusters Score -7157185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -7157181.500000 Penalty: 3678.229004
	Iteration 52Q: 3 clusters Score -7157182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -7157179.500000 Penalty: 3678.229004
	Iteration 53Q: 3 clusters Score -7157180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -7157182.000000 Penalty: 3678.229004
	Iteration 54Q: 3 clusters Score -7157182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -7157178.000000 Penalty: 3678.229004
	Iteration 55Q: 3 clusters Score -7157178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -7157179.000000 Penalty: 3678.229004
	Iteration 56Q: 3 clusters Score -7157179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -7157180.000000 Penalty: 3678.229004
	Iteration 57Q: 3 clusters Score -7157180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -7157180.000000 Penalty: 3678.229004
	Iteration 58Q: 3 clusters Score -7157180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -7157179.500000 Penalty: 3678.229004
	Iteration 59Q: 3 clusters Score -7157180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -7157176.000000 Penalty: 3678.229004
	Iteration 60F: 3 clusters Score -7157176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -7157176.500000 Penalty: 3678.229004
	Iteration 61Q: 3 clusters Score -7157176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -7157176.500000 Penalty: 3678.229004
	Iteration 62F: 3 clusters Score -7157176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 7 contains 78305 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 294136 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 69276 members 
Entering Unmasked Estep 
Score: -45677868.000000 Penalty: 27824.294922
Splitting cluster 10 changes total score from -45676452.000000 to -45677868.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 11 (294136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294136 members 
Entering Unmasked Estep 
Score: -26290116.000000 Penalty: 2046.167114
	Iteration 0F: 2 clusters Score -2.629012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Mstep: Class 2 contains 147104 members 
Entering Unmasked Estep 
Score: -26105032.000000 Penalty: 4092.334229
	Iteration 0F: 3 clusters Score -2.610503e+07 nChanged 143177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 144313 members 
Entering Unmasked Estep 
Score: -26190502.000000 Penalty: 4092.334229
	Iteration 1F: 3 clusters Score -2.61905e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 142984 members 
Entering Unmasked Estep 
Score: -26192070.000000 Penalty: 4092.334229
	Iteration 2Q: 3 clusters Score -2.619207e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 140839 members 
Entering Unmasked Estep 
Score: -26193638.000000 Penalty: 4092.334229
	Iteration 3Q: 3 clusters Score -2.619364e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156472 members 
Mstep: Class 2 contains 137664 members 
Entering Unmasked Estep 
Score: -26196016.000000 Penalty: 4092.334229
	Iteration 4Q: 3 clusters Score -2.619602e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160901 members 
Mstep: Class 2 contains 133235 members 
Entering Unmasked Estep 
Score: -26199914.000000 Penalty: 4092.334229
	Iteration 5Q: 3 clusters Score -2.619991e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166998 members 
Mstep: Class 2 contains 127138 members 
Entering Unmasked Estep 
Score: -26206962.000000 Penalty: 4092.334229
	Iteration 6Q: 3 clusters Score -2.620696e+07 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174617 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -26218562.000000 Penalty: 4092.334229
	Iteration 7F: 3 clusters Score -2.621856e+07 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182555 members 
Mstep: Class 2 contains 111581 members 
Entering Unmasked Estep 
Score: -26234110.000000 Penalty: 4092.334229
	Iteration 8F: 3 clusters Score -2.623411e+07 nChanged 19691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -26248102.000000 Penalty: 4092.334229
	Iteration 9F: 3 clusters Score -2.62481e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192766 members 
Mstep: Class 2 contains 101370 members 
Entering Unmasked Estep 
Score: -26254878.000000 Penalty: 4092.334229
	Iteration 10F: 3 clusters Score -2.625488e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195558 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -26257450.000000 Penalty: 4092.334229
	Iteration 11Q: 3 clusters Score -2.625745e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197978 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -26258616.000000 Penalty: 4092.334229
	Iteration 12Q: 3 clusters Score -2.625862e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200235 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -26259346.000000 Penalty: 4092.334229
	Iteration 13Q: 3 clusters Score -2.625935e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202395 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -26260212.000000 Penalty: 4092.334229
	Iteration 14Q: 3 clusters Score -2.626021e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204453 members 
Mstep: Class 2 contains 89683 members 
Entering Unmasked Estep 
Score: -26261118.000000 Penalty: 4092.334229
	Iteration 15Q: 3 clusters Score -2.626112e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206452 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -26261998.000000 Penalty: 4092.334229
	Iteration 16Q: 3 clusters Score -2.6262e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208260 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -26262910.000000 Penalty: 4092.334229
	Iteration 17Q: 3 clusters Score -2.626291e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210021 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -26263870.000000 Penalty: 4092.334229
	Iteration 18Q: 3 clusters Score -2.626387e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211700 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -26264842.000000 Penalty: 4092.334229
	Iteration 19Q: 3 clusters Score -2.626484e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213187 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -26265638.000000 Penalty: 4092.334229
	Iteration 20F: 3 clusters Score -2.626564e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214521 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -26266464.000000 Penalty: 4092.334229
	Iteration 21Q: 3 clusters Score -2.626646e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215734 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -26267486.000000 Penalty: 4092.334229
	Iteration 22Q: 3 clusters Score -2.626749e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216738 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -26268302.000000 Penalty: 4092.334229
	Iteration 23Q: 3 clusters Score -2.62683e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217578 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -26269158.000000 Penalty: 4092.334229
	Iteration 24Q: 3 clusters Score -2.626916e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218295 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -26269796.000000 Penalty: 4092.334229
	Iteration 25Q: 3 clusters Score -2.62698e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218941 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -26270238.000000 Penalty: 4092.334229
	Iteration 26Q: 3 clusters Score -2.627024e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219476 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -26270726.000000 Penalty: 4092.334229
	Iteration 27Q: 3 clusters Score -2.627073e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219934 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -26271160.000000 Penalty: 4092.334229
	Iteration 28Q: 3 clusters Score -2.627116e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220366 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -26271594.000000 Penalty: 4092.334229
	Iteration 29Q: 3 clusters Score -2.627159e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220852 members 
Mstep: Class 2 contains 73284 members 
Entering Unmasked Estep 
Score: -26271936.000000 Penalty: 4092.334229
	Iteration 30Q: 3 clusters Score -2.627194e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221419 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -26272428.000000 Penalty: 4092.334229
	Iteration 31Q: 3 clusters Score -2.627243e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221961 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -26272744.000000 Penalty: 4092.334229
	Iteration 32Q: 3 clusters Score -2.627274e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222563 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -26273080.000000 Penalty: 4092.334229
	Iteration 33Q: 3 clusters Score -2.627308e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223164 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -26273320.000000 Penalty: 4092.334229
	Iteration 34Q: 3 clusters Score -2.627332e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223778 members 
Mstep: Class 2 contains 70358 members 
Entering Unmasked Estep 
Score: -26273478.000000 Penalty: 4092.334229
	Iteration 35Q: 3 clusters Score -2.627348e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224366 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -26273750.000000 Penalty: 4092.334229
	Iteration 36Q: 3 clusters Score -2.627375e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224988 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -26273894.000000 Penalty: 4092.334229
	Iteration 37Q: 3 clusters Score -2.627389e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225671 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -26274088.000000 Penalty: 4092.334229
	Iteration 38Q: 3 clusters Score -2.627409e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226356 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -26274242.000000 Penalty: 4092.334229
	Iteration 39Q: 3 clusters Score -2.627424e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227059 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -26274452.000000 Penalty: 4092.334229
	Iteration 40F: 3 clusters Score -2.627445e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227782 members 
Mstep: Class 2 contains 66354 members 
Entering Unmasked Estep 
Score: -26274622.000000 Penalty: 4092.334229
	Iteration 41Q: 3 clusters Score -2.627462e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228517 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -26274730.000000 Penalty: 4092.334229
	Iteration 42Q: 3 clusters Score -2.627473e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229257 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -26274934.000000 Penalty: 4092.334229
	Iteration 43Q: 3 clusters Score -2.627493e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229934 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -26274980.000000 Penalty: 4092.334229
	Iteration 44Q: 3 clusters Score -2.627498e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230645 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -26275164.000000 Penalty: 4092.334229
	Iteration 45Q: 3 clusters Score -2.627516e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231383 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -26275296.000000 Penalty: 4092.334229
	Iteration 46Q: 3 clusters Score -2.62753e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232113 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -26275392.000000 Penalty: 4092.334229
	Iteration 47Q: 3 clusters Score -2.627539e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232868 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -26275520.000000 Penalty: 4092.334229
	Iteration 48Q: 3 clusters Score -2.627552e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233661 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -26275656.000000 Penalty: 4092.334229
	Iteration 49Q: 3 clusters Score -2.627566e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234482 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -26275726.000000 Penalty: 4092.334229
	Iteration 50Q: 3 clusters Score -2.627573e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235361 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -26275928.000000 Penalty: 4092.334229
	Iteration 51Q: 3 clusters Score -2.627593e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236271 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -26276052.000000 Penalty: 4092.334229
	Iteration 52Q: 3 clusters Score -2.627605e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237254 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -26276098.000000 Penalty: 4092.334229
	Iteration 53Q: 3 clusters Score -2.62761e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238334 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -26276284.000000 Penalty: 4092.334229
	Iteration 54Q: 3 clusters Score -2.627628e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239441 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -26276480.000000 Penalty: 4092.334229
	Iteration 55Q: 3 clusters Score -2.627648e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240569 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -26276570.000000 Penalty: 4092.334229
	Iteration 56Q: 3 clusters Score -2.627657e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241693 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -26276866.000000 Penalty: 4092.334229
	Iteration 57Q: 3 clusters Score -2.627687e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242776 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -26277124.000000 Penalty: 4092.334229
	Iteration 58Q: 3 clusters Score -2.627712e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243844 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -26277200.000000 Penalty: 4092.334229
	Iteration 59Q: 3 clusters Score -2.62772e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244969 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -26277350.000000 Penalty: 4092.334229
	Iteration 60F: 3 clusters Score -2.627735e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246108 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -26277560.000000 Penalty: 4092.334229
	Iteration 61Q: 3 clusters Score -2.627756e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247277 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -26277790.000000 Penalty: 4092.334229
	Iteration 62Q: 3 clusters Score -2.627779e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248435 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -26278014.000000 Penalty: 4092.334229
	Iteration 63Q: 3 clusters Score -2.627801e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249655 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -26278190.000000 Penalty: 4092.334229
	Iteration 64Q: 3 clusters Score -2.627819e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251000 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -26278486.000000 Penalty: 4092.334229
	Iteration 65Q: 3 clusters Score -2.627849e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252384 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -26278840.000000 Penalty: 4092.334229
	Iteration 66Q: 3 clusters Score -2.627884e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253810 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -26279186.000000 Penalty: 4092.334229
	Iteration 67Q: 3 clusters Score -2.627919e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255226 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -26279474.000000 Penalty: 4092.334229
	Iteration 68Q: 3 clusters Score -2.627947e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256699 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -26279804.000000 Penalty: 4092.334229
	Iteration 69Q: 3 clusters Score -2.62798e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258137 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -26280106.000000 Penalty: 4092.334229
	Iteration 70Q: 3 clusters Score -2.628011e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259572 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -26280448.000000 Penalty: 4092.334229
	Iteration 71Q: 3 clusters Score -2.628045e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261034 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -26280844.000000 Penalty: 4092.334229
	Iteration 72Q: 3 clusters Score -2.628084e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262449 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -26281182.000000 Penalty: 4092.334229
	Iteration 73Q: 3 clusters Score -2.628118e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263797 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -26281522.000000 Penalty: 4092.334229
	Iteration 74Q: 3 clusters Score -2.628152e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265200 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -26281914.000000 Penalty: 4092.334229
	Iteration 75Q: 3 clusters Score -2.628191e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266624 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -26282418.000000 Penalty: 4092.334229
	Iteration 76Q: 3 clusters Score -2.628242e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268064 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -26282986.000000 Penalty: 4092.334229
	Iteration 77Q: 3 clusters Score -2.628299e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269484 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -26283548.000000 Penalty: 4092.334229
	Iteration 78Q: 3 clusters Score -2.628355e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270920 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -26284156.000000 Penalty: 4092.334229
	Iteration 79Q: 3 clusters Score -2.628416e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272347 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -26284732.000000 Penalty: 4092.334229
	Iteration 80F: 3 clusters Score -2.628473e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273698 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -26285324.000000 Penalty: 4092.334229
	Iteration 81Q: 3 clusters Score -2.628532e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274947 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -26285818.000000 Penalty: 4092.334229
	Iteration 82Q: 3 clusters Score -2.628582e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276148 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -26286612.000000 Penalty: 4092.334229
	Iteration 83Q: 3 clusters Score -2.628661e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277329 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -26287414.000000 Penalty: 4092.334229
	Iteration 84Q: 3 clusters Score -2.628741e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278478 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -26288360.000000 Penalty: 4092.334229
	Iteration 85Q: 3 clusters Score -2.628836e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279512 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -26289288.000000 Penalty: 4092.334229
	Iteration 86Q: 3 clusters Score -2.628929e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280358 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -26290350.000000 Penalty: 4092.334229
	Iteration 87Q: 3 clusters Score -2.629035e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280975 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -26291424.000000 Penalty: 4092.334229
	Iteration 88Q: 3 clusters Score -2.629142e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281335 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -26292068.000000 Penalty: 4092.334229
	Iteration 89Q: 3 clusters Score -2.629207e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281560 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -26292492.000000 Penalty: 4092.334229
	Iteration 90Q: 3 clusters Score -2.629249e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281648 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -26292766.000000 Penalty: 4092.334229
	Iteration 91Q: 3 clusters Score -2.629277e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281662 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -26292904.000000 Penalty: 4092.334229
	Iteration 92Q: 3 clusters Score -2.62929e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281664 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -26293046.000000 Penalty: 4092.334229
	Iteration 93Q: 3 clusters Score -2.629305e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281646 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -26293088.000000 Penalty: 4092.334229
	Iteration 94Q: 3 clusters Score -2.629309e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281614 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -26293146.000000 Penalty: 4092.334229
	Iteration 95Q: 3 clusters Score -2.629315e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281543 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -26293124.000000 Penalty: 4092.334229
	Iteration 96Q: 3 clusters Score -2.629312e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281482 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -26293192.000000 Penalty: 4092.334229
	Iteration 97Q: 3 clusters Score -2.629319e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281426 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -26293208.000000 Penalty: 4092.334229
	Iteration 98Q: 3 clusters Score -2.629321e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281372 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -26293208.000000 Penalty: 4092.334229
	Iteration 99Q: 3 clusters Score -2.629321e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281327 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -26293206.000000 Penalty: 4092.334229
	Iteration 100F: 3 clusters Score -2.629321e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281272 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -26293226.000000 Penalty: 4092.334229
	Iteration 101Q: 3 clusters Score -2.629323e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281224 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -26293248.000000 Penalty: 4092.334229
	Iteration 102Q: 3 clusters Score -2.629325e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281178 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -26293244.000000 Penalty: 4092.334229
	Iteration 103Q: 3 clusters Score -2.629324e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281138 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -26293232.000000 Penalty: 4092.334229
	Iteration 104Q: 3 clusters Score -2.629323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281108 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -26293212.000000 Penalty: 4092.334229
	Iteration 105Q: 3 clusters Score -2.629321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281089 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -26293200.000000 Penalty: 4092.334229
	Iteration 106Q: 3 clusters Score -2.62932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281080 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -26293218.000000 Penalty: 4092.334229
	Iteration 107Q: 3 clusters Score -2.629322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281072 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -26293218.000000 Penalty: 4092.334229
	Iteration 108Q: 3 clusters Score -2.629322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281065 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -26293200.000000 Penalty: 4092.334229
	Iteration 109Q: 3 clusters Score -2.62932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281056 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -26293190.000000 Penalty: 4092.334229
	Iteration 110Q: 3 clusters Score -2.629319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281055 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -26293204.000000 Penalty: 4092.334229
	Iteration 111Q: 3 clusters Score -2.62932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281052 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -26293206.000000 Penalty: 4092.334229
	Iteration 112Q: 3 clusters Score -2.629321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281044 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -26293220.000000 Penalty: 4092.334229
	Iteration 113Q: 3 clusters Score -2.629322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281035 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -26293224.000000 Penalty: 4092.334229
	Iteration 114Q: 3 clusters Score -2.629322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281029 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -26293232.000000 Penalty: 4092.334229
	Iteration 115Q: 3 clusters Score -2.629323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281020 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -26293206.000000 Penalty: 4092.334229
	Iteration 116Q: 3 clusters Score -2.629321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281016 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -26293216.000000 Penalty: 4092.334229
	Iteration 117Q: 3 clusters Score -2.629322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281011 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -26293230.000000 Penalty: 4092.334229
	Iteration 118Q: 3 clusters Score -2.629323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281006 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -26293244.000000 Penalty: 4092.334229
	Iteration 119Q: 3 clusters Score -2.629324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281005 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -26293238.000000 Penalty: 4092.334229
	Iteration 120F: 3 clusters Score -2.629324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281003 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -26293236.000000 Penalty: 4092.334229
	Iteration 121Q: 3 clusters Score -2.629324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281003 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -26293236.000000 Penalty: 4092.334229
	Iteration 122Q: 3 clusters Score -2.629324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281002 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -26293240.000000 Penalty: 4092.334229
	Iteration 123Q: 3 clusters Score -2.629324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281002 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -26293240.000000 Penalty: 4092.334229
	Iteration 124F: 3 clusters Score -2.629324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 7 contains 78305 members 
Mstep: Class 8 contains 13134 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 281002 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 69276 members 
Entering Unmasked Estep 
Score: -45681252.000000 Penalty: 29964.625000
Splitting cluster 11 changes total score from -45676452.000000 to -45681252.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -631022.937500 Penalty: 1442.801147
	Iteration 0F: 2 clusters Score -631022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -625622.812500 Penalty: 2885.602295
	Iteration 0F: 3 clusters Score -625622.8 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -627229.812500 Penalty: 2885.602295
	Iteration 1F: 3 clusters Score -627229.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -627473.687500 Penalty: 2885.602295
	Iteration 2F: 3 clusters Score -627473.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -627645.250000 Penalty: 2885.602295
	Iteration 3F: 3 clusters Score -627645.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -627803.500000 Penalty: 2885.602295
	Iteration 4Q: 3 clusters Score -627803.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -627991.625000 Penalty: 2885.602295
	Iteration 5Q: 3 clusters Score -627991.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -628233.125000 Penalty: 2885.602295
	Iteration 6F: 3 clusters Score -628233.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -628502.500000 Penalty: 2885.602295
	Iteration 7F: 3 clusters Score -628502.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -628797.437500 Penalty: 2885.602295
	Iteration 8F: 3 clusters Score -628797.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -629057.437500 Penalty: 2885.602295
	Iteration 9Q: 3 clusters Score -629057.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -629283.562500 Penalty: 2885.602295
	Iteration 10Q: 3 clusters Score -629283.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -629448.312500 Penalty: 2885.602295
	Iteration 11Q: 3 clusters Score -629448.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -629584.250000 Penalty: 2885.602295
	Iteration 12Q: 3 clusters Score -629584.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -629686.250000 Penalty: 2885.602295
	Iteration 13Q: 3 clusters Score -629686.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -629769.375000 Penalty: 2885.602295
	Iteration 14Q: 3 clusters Score -629769.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -629842.500000 Penalty: 2885.602295
	Iteration 15Q: 3 clusters Score -629842.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -629897.500000 Penalty: 2885.602295
	Iteration 16Q: 3 clusters Score -629897.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -629918.125000 Penalty: 2885.602295
	Iteration 17Q: 3 clusters Score -629918.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -629936.812500 Penalty: 2885.602295
	Iteration 18Q: 3 clusters Score -629936.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -629952.375000 Penalty: 2885.602295
	Iteration 19Q: 3 clusters Score -629952.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -629963.500000 Penalty: 2885.602295
	Iteration 20F: 3 clusters Score -629963.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -629976.625000 Penalty: 2885.602295
	Iteration 21Q: 3 clusters Score -629976.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -629985.125000 Penalty: 2885.602295
	Iteration 22Q: 3 clusters Score -629985.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -629993.625000 Penalty: 2885.602295
	Iteration 23Q: 3 clusters Score -629993.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -630000.750000 Penalty: 2885.602295
	Iteration 24Q: 3 clusters Score -630000.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -630008.187500 Penalty: 2885.602295
	Iteration 25Q: 3 clusters Score -630008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -630013.437500 Penalty: 2885.602295
	Iteration 26Q: 3 clusters Score -630013.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -630015.375000 Penalty: 2885.602295
	Iteration 27Q: 3 clusters Score -630015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -630017.000000 Penalty: 2885.602295
	Iteration 28Q: 3 clusters Score -630017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -630021.125000 Penalty: 2885.602295
	Iteration 29Q: 3 clusters Score -630021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -630024.875000 Penalty: 2885.602295
	Iteration 30Q: 3 clusters Score -630024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -630026.500000 Penalty: 2885.602295
	Iteration 31Q: 3 clusters Score -630026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -630027.750000 Penalty: 2885.602295
	Iteration 32Q: 3 clusters Score -630027.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -630027.875000 Penalty: 2885.602295
	Iteration 33Q: 3 clusters Score -630027.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -630031.125000 Penalty: 2885.602295
	Iteration 34Q: 3 clusters Score -630031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -630034.875000 Penalty: 2885.602295
	Iteration 35Q: 3 clusters Score -630034.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -630037.250000 Penalty: 2885.602295
	Iteration 36Q: 3 clusters Score -630037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -630038.062500 Penalty: 2885.602295
	Iteration 37Q: 3 clusters Score -630038.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -630040.687500 Penalty: 2885.602295
	Iteration 38Q: 3 clusters Score -630040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -630041.062500 Penalty: 2885.602295
	Iteration 39Q: 3 clusters Score -630041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -630041.437500 Penalty: 2885.602295
	Iteration 40F: 3 clusters Score -630041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -630042.125000 Penalty: 2885.602295
	Iteration 41Q: 3 clusters Score -630042.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -630043.125000 Penalty: 2885.602295
	Iteration 42Q: 3 clusters Score -630043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -630043.250000 Penalty: 2885.602295
	Iteration 43Q: 3 clusters Score -630043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -630045.937500 Penalty: 2885.602295
	Iteration 44Q: 3 clusters Score -630045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -630048.250000 Penalty: 2885.602295
	Iteration 45Q: 3 clusters Score -630048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -630049.625000 Penalty: 2885.602295
	Iteration 46Q: 3 clusters Score -630049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -630052.250000 Penalty: 2885.602295
	Iteration 47Q: 3 clusters Score -630052.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -630052.687500 Penalty: 2885.602295
	Iteration 48Q: 3 clusters Score -630052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -630054.062500 Penalty: 2885.602295
	Iteration 49Q: 3 clusters Score -630054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -630053.750000 Penalty: 2885.602295
	Iteration 50Q: 3 clusters Score -630053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -630054.312500 Penalty: 2885.602295
	Iteration 51Q: 3 clusters Score -630054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -630054.312500 Penalty: 2885.602295
	Iteration 52Q: 3 clusters Score -630054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -630054.750000 Penalty: 2885.602295
	Iteration 53Q: 3 clusters Score -630054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -630054.750000 Penalty: 2885.602295
	Iteration 54F: 3 clusters Score -630054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Entering Unmasked Estep 
Score: -171068.421875 Penalty: 1242.377075
	Iteration 0F: 2 clusters Score -171068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -169122.953125 Penalty: 2484.754150
	Iteration 0F: 3 clusters Score -169123 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -170455.953125 Penalty: 2484.754150
	Iteration 1F: 3 clusters Score -170456 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -171436.015625 Penalty: 2484.754150
	Iteration 2F: 3 clusters Score -171436 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -171823.515625 Penalty: 2484.754150
	Iteration 3F: 3 clusters Score -171823.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -171946.359375 Penalty: 2484.754150
	Iteration 4Q: 3 clusters Score -171946.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -171967.828125 Penalty: 2484.754150
	Iteration 5Q: 3 clusters Score -171967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -171973.750000 Penalty: 2484.754150
	Iteration 6Q: 3 clusters Score -171973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171974.265625 Penalty: 2484.754150
	Iteration 7Q: 3 clusters Score -171974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171974.265625 Penalty: 2484.754150
	Iteration 8F: 3 clusters Score -171974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 7 contains 78305 members 
Mstep: Class 8 contains 13134 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 281002 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 69276 members 
Entering Unmasked Estep 
Score: -45681220.000000 Penalty: 32104.955078
Splitting cluster 13 changes total score from -45676452.000000 to -45681220.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 15 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -753239.687500 Penalty: 1471.774292
	Iteration 0F: 2 clusters Score -753239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -746921.437500 Penalty: 2943.548584
	Iteration 0F: 3 clusters Score -746921.4 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -748948.687500 Penalty: 2943.548584
	Iteration 1F: 3 clusters Score -748948.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -749326.687500 Penalty: 2943.548584
	Iteration 2F: 3 clusters Score -749326.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -749715.187500 Penalty: 2943.548584
	Iteration 3F: 3 clusters Score -749715.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -750070.000000 Penalty: 2943.548584
	Iteration 4F: 3 clusters Score -750070 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -750408.937500 Penalty: 2943.548584
	Iteration 5F: 3 clusters Score -750408.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -750702.250000 Penalty: 2943.548584
	Iteration 6F: 3 clusters Score -750702.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -751001.937500 Penalty: 2943.548584
	Iteration 7F: 3 clusters Score -751001.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -751304.562500 Penalty: 2943.548584
	Iteration 8Q: 3 clusters Score -751304.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -751601.625000 Penalty: 2943.548584
	Iteration 9Q: 3 clusters Score -751601.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -751919.875000 Penalty: 2943.548584
	Iteration 10Q: 3 clusters Score -751919.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -752236.812500 Penalty: 2943.548584
	Iteration 11Q: 3 clusters Score -752236.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -752526.187500 Penalty: 2943.548584
	Iteration 12Q: 3 clusters Score -752526.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -752694.312500 Penalty: 2943.548584
	Iteration 13Q: 3 clusters Score -752694.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -752759.437500 Penalty: 2943.548584
	Iteration 14Q: 3 clusters Score -752759.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -752787.750000 Penalty: 2943.548584
	Iteration 15Q: 3 clusters Score -752787.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -752801.062500 Penalty: 2943.548584
	Iteration 16Q: 3 clusters Score -752801.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -752809.125000 Penalty: 2943.548584
	Iteration 17Q: 3 clusters Score -752809.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -752821.937500 Penalty: 2943.548584
	Iteration 18Q: 3 clusters Score -752821.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -752829.625000 Penalty: 2943.548584
	Iteration 19Q: 3 clusters Score -752829.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -752834.250000 Penalty: 2943.548584
	Iteration 20F: 3 clusters Score -752834.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -752843.312500 Penalty: 2943.548584
	Iteration 21Q: 3 clusters Score -752843.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -752849.875000 Penalty: 2943.548584
	Iteration 22Q: 3 clusters Score -752849.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -752860.250000 Penalty: 2943.548584
	Iteration 23Q: 3 clusters Score -752860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -752865.500000 Penalty: 2943.548584
	Iteration 24Q: 3 clusters Score -752865.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -752865.312500 Penalty: 2943.548584
	Iteration 25Q: 3 clusters Score -752865.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -752871.562500 Penalty: 2943.548584
	Iteration 26Q: 3 clusters Score -752871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -752874.812500 Penalty: 2943.548584
	Iteration 27Q: 3 clusters Score -752874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -752884.312500 Penalty: 2943.548584
	Iteration 28Q: 3 clusters Score -752884.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -752897.750000 Penalty: 2943.548584
	Iteration 29Q: 3 clusters Score -752897.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -752921.312500 Penalty: 2943.548584
	Iteration 30Q: 3 clusters Score -752921.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -752937.687500 Penalty: 2943.548584
	Iteration 31Q: 3 clusters Score -752937.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -752953.687500 Penalty: 2943.548584
	Iteration 32Q: 3 clusters Score -752953.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -752960.437500 Penalty: 2943.548584
	Iteration 33Q: 3 clusters Score -752960.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -752969.312500 Penalty: 2943.548584
	Iteration 34Q: 3 clusters Score -752969.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -752975.937500 Penalty: 2943.548584
	Iteration 35Q: 3 clusters Score -752975.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -752983.812500 Penalty: 2943.548584
	Iteration 36Q: 3 clusters Score -752983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -752987.437500 Penalty: 2943.548584
	Iteration 37Q: 3 clusters Score -752987.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -752990.937500 Penalty: 2943.548584
	Iteration 38Q: 3 clusters Score -752990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -752993.750000 Penalty: 2943.548584
	Iteration 39Q: 3 clusters Score -752993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -753000.375000 Penalty: 2943.548584
	Iteration 40F: 3 clusters Score -753000.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -753002.437500 Penalty: 2943.548584
	Iteration 41Q: 3 clusters Score -753002.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -753007.187500 Penalty: 2943.548584
	Iteration 42Q: 3 clusters Score -753007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -753008.750000 Penalty: 2943.548584
	Iteration 43Q: 3 clusters Score -753008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -753013.687500 Penalty: 2943.548584
	Iteration 44Q: 3 clusters Score -753013.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -753016.750000 Penalty: 2943.548584
	Iteration 45Q: 3 clusters Score -753016.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -753021.125000 Penalty: 2943.548584
	Iteration 46Q: 3 clusters Score -753021.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -753026.312500 Penalty: 2943.548584
	Iteration 47Q: 3 clusters Score -753026.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -753032.812500 Penalty: 2943.548584
	Iteration 48Q: 3 clusters Score -753032.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -753035.500000 Penalty: 2943.548584
	Iteration 49Q: 3 clusters Score -753035.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -753038.687500 Penalty: 2943.548584
	Iteration 50Q: 3 clusters Score -753038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -753041.937500 Penalty: 2943.548584
	Iteration 51Q: 3 clusters Score -753041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -753043.437500 Penalty: 2943.548584
	Iteration 52Q: 3 clusters Score -753043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -753048.062500 Penalty: 2943.548584
	Iteration 53Q: 3 clusters Score -753048.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -753050.687500 Penalty: 2943.548584
	Iteration 54Q: 3 clusters Score -753050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -753052.875000 Penalty: 2943.548584
	Iteration 55Q: 3 clusters Score -753052.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -753053.437500 Penalty: 2943.548584
	Iteration 56Q: 3 clusters Score -753053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -753054.375000 Penalty: 2943.548584
	Iteration 57Q: 3 clusters Score -753054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -753055.937500 Penalty: 2943.548584
	Iteration 58Q: 3 clusters Score -753055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -753056.062500 Penalty: 2943.548584
	Iteration 59Q: 3 clusters Score -753056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -753055.875000 Penalty: 2943.548584
	Iteration 60F: 3 clusters Score -753055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -753056.250000 Penalty: 2943.548584
	Iteration 61Q: 3 clusters Score -753056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -753055.875000 Penalty: 2943.548584
	Iteration 62Q: 3 clusters Score -753055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -753056.937500 Penalty: 2943.548584
	Iteration 63Q: 3 clusters Score -753056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -753058.375000 Penalty: 2943.548584
	Iteration 64Q: 3 clusters Score -753058.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -753058.375000 Penalty: 2943.548584
	Iteration 65F: 3 clusters Score -753058.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Entering Unmasked Estep 
Score: -6041654.500000 Penalty: 1811.201294
	Iteration 0F: 2 clusters Score -6041654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -5995219.500000 Penalty: 3622.402588
	Iteration 0F: 3 clusters Score -5995220 nChanged 33026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6013904.500000 Penalty: 3622.402588
	Iteration 1F: 3 clusters Score -6013904 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -6014444.000000 Penalty: 3622.402588
	Iteration 2Q: 3 clusters Score -6014444 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -6015060.500000 Penalty: 3622.402588
	Iteration 3Q: 3 clusters Score -6015060 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6015751.000000 Penalty: 3622.402588
	Iteration 4Q: 3 clusters Score -6015751 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -6016660.500000 Penalty: 3622.402588
	Iteration 5Q: 3 clusters Score -6016660 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -6017751.500000 Penalty: 3622.402588
	Iteration 6Q: 3 clusters Score -6017752 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -6019190.500000 Penalty: 3622.402588
	Iteration 7Q: 3 clusters Score -6019190 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -6020900.500000 Penalty: 3622.402588
	Iteration 8F: 3 clusters Score -6020900 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -6023133.000000 Penalty: 3622.402588
	Iteration 9F: 3 clusters Score -6023133 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -6025457.000000 Penalty: 3622.402588
	Iteration 10F: 3 clusters Score -6025457 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -6027853.500000 Penalty: 3622.402588
	Iteration 11F: 3 clusters Score -6027854 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -6029893.000000 Penalty: 3622.402588
	Iteration 12Q: 3 clusters Score -6029893 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -6031463.000000 Penalty: 3622.402588
	Iteration 13Q: 3 clusters Score -6031463 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -6032626.500000 Penalty: 3622.402588
	Iteration 14Q: 3 clusters Score -6032626 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -6033441.000000 Penalty: 3622.402588
	Iteration 15Q: 3 clusters Score -6033441 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -6034296.000000 Penalty: 3622.402588
	Iteration 16Q: 3 clusters Score -6034296 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -6035247.000000 Penalty: 3622.402588
	Iteration 17Q: 3 clusters Score -6035247 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -6036319.500000 Penalty: 3622.402588
	Iteration 18Q: 3 clusters Score -6036320 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -6037470.500000 Penalty: 3622.402588
	Iteration 19Q: 3 clusters Score -6037470 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -6038732.500000 Penalty: 3622.402588
	Iteration 20F: 3 clusters Score -6038732 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -6040070.000000 Penalty: 3622.402588
	Iteration 21Q: 3 clusters Score -6040070 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -6041209.000000 Penalty: 3622.402588
	Iteration 22Q: 3 clusters Score -6041209 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -6042112.000000 Penalty: 3622.402588
	Iteration 23Q: 3 clusters Score -6042112 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -6042703.500000 Penalty: 3622.402588
	Iteration 24Q: 3 clusters Score -6042704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -6042947.000000 Penalty: 3622.402588
	Iteration 25Q: 3 clusters Score -6042947 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -6042998.500000 Penalty: 3622.402588
	Iteration 26Q: 3 clusters Score -6042998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -6043014.500000 Penalty: 3622.402588
	Iteration 27Q: 3 clusters Score -6043014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -6043030.500000 Penalty: 3622.402588
	Iteration 28Q: 3 clusters Score -6043030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -6043043.500000 Penalty: 3622.402588
	Iteration 29Q: 3 clusters Score -6043044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 67354 members 
Entering Unmasked Estep 
Score: -6043047.500000 Penalty: 3622.402588
	Iteration 30Q: 3 clusters Score -6043048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -6043046.500000 Penalty: 3622.402588
	Iteration 31Q: 3 clusters Score -6043046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -6043043.000000 Penalty: 3622.402588
	Iteration 32Q: 3 clusters Score -6043043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -6043044.500000 Penalty: 3622.402588
	Iteration 33Q: 3 clusters Score -6043044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -6043043.000000 Penalty: 3622.402588
	Iteration 34Q: 3 clusters Score -6043043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -6043086.500000 Penalty: 3622.402588
	Iteration 35F: 3 clusters Score -6043086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -6043090.500000 Penalty: 3622.402588
	Iteration 36Q: 3 clusters Score -6043090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -6043085.500000 Penalty: 3622.402588
	Iteration 37Q: 3 clusters Score -6043086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -6043094.500000 Penalty: 3622.402588
	Iteration 38Q: 3 clusters Score -6043094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -6043095.000000 Penalty: 3622.402588
	Iteration 39Q: 3 clusters Score -6043095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -6043096.000000 Penalty: 3622.402588
	Iteration 40F: 3 clusters Score -6043096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -6043095.000000 Penalty: 3622.402588
	Iteration 41Q: 3 clusters Score -6043095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 67321 members 
Entering Unmasked Estep 
Score: -6043100.000000 Penalty: 3622.402588
	Iteration 42Q: 3 clusters Score -6043100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -6043102.000000 Penalty: 3622.402588
	Iteration 43Q: 3 clusters Score -6043102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -6043094.500000 Penalty: 3622.402588
	Iteration 44Q: 3 clusters Score -6043094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -6043094.500000 Penalty: 3622.402588
	Iteration 45Q: 3 clusters Score -6043094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -6043091.500000 Penalty: 3622.402588
	Iteration 46Q: 3 clusters Score -6043092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -6043091.500000 Penalty: 3622.402588
	Iteration 47F: 3 clusters Score -6043092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 7 contains 78305 members 
Mstep: Class 8 contains 13134 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 281002 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 67328 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 1948 members 
Entering Unmasked Estep 
Score: -45682200.000000 Penalty: 34245.285156
Splitting cluster 16 changes total score from -45676452.000000 to -45682200.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 2 contains 7635 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 19508 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 281002 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684440.000000 Penalty: 34245.285156
Iteration 39Q: 17 clusters Score -4.568444e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7709 members 
Mstep: Class 3 contains 9884 members 
Mstep: Class 4 contains 14744 members 
Mstep: Class 5 contains 8439 members 
Mstep: Class 6 contains 20333 members 
Mstep: Class 7 contains 77216 members 
Mstep: Class 8 contains 13341 members 
Mstep: Class 9 contains 359 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 281353 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 1892 members 
Mstep: Class 14 contains 66331 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 16 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686780.000000 Penalty: 34245.285156
Iteration 40F: 17 clusters Score -4.568678e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 10211 members 
Mstep: Class 4 contains 14471 members 
Mstep: Class 5 contains 8425 members 
Mstep: Class 6 contains 20693 members 
Mstep: Class 7 contains 76863 members 
Mstep: Class 8 contains 13794 members 
Mstep: Class 9 contains 371 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 280992 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 66368 members 
Mstep: Class 15 contains 8574 members 
Mstep: Class 16 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687996.000000 Penalty: 34245.285156
Iteration 41Q: 17 clusters Score -4.5688e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7669 members 
Mstep: Class 3 contains 10493 members 
Mstep: Class 4 contains 14250 members 
Mstep: Class 5 contains 8426 members 
Mstep: Class 6 contains 20962 members 
Mstep: Class 7 contains 76394 members 
Mstep: Class 8 contains 14219 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 280646 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 66502 members 
Mstep: Class 15 contains 8500 members 
Mstep: Class 16 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45688492.000000 Penalty: 34245.285156
Iteration 42Q: 17 clusters Score -4.568849e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7657 members 
Mstep: Class 3 contains 10785 members 
Mstep: Class 4 contains 14055 members 
Mstep: Class 5 contains 8423 members 
Mstep: Class 6 contains 21165 members 
Mstep: Class 7 contains 75911 members 
Mstep: Class 8 contains 14599 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 280275 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 1952 members 
Mstep: Class 14 contains 66682 members 
Mstep: Class 15 contains 8464 members 
Mstep: Class 16 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45688964.000000 Penalty: 34245.285156
Iteration 43Q: 17 clusters Score -4.568896e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7651 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 13870 members 
Mstep: Class 5 contains 8434 members 
Mstep: Class 6 contains 21337 members 
Mstep: Class 7 contains 75478 members 
Mstep: Class 8 contains 14953 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 279923 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 1962 members 
Mstep: Class 14 contains 66906 members 
Mstep: Class 15 contains 8425 members 
Mstep: Class 16 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689352.000000 Penalty: 34245.285156
Iteration 44Q: 17 clusters Score -4.568935e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7639 members 
Mstep: Class 3 contains 11211 members 
Mstep: Class 4 contains 13698 members 
Mstep: Class 5 contains 8450 members 
Mstep: Class 6 contains 21478 members 
Mstep: Class 7 contains 75083 members 
Mstep: Class 8 contains 15269 members 
Mstep: Class 9 contains 353 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 11 contains 279594 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 67147 members 
Mstep: Class 15 contains 8391 members 
Mstep: Class 16 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689512.000000 Penalty: 34245.285156
Iteration 45Q: 17 clusters Score -4.568951e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7624 members 
Mstep: Class 3 contains 11374 members 
Mstep: Class 4 contains 13523 members 
Mstep: Class 5 contains 8466 members 
Mstep: Class 6 contains 21637 members 
Mstep: Class 7 contains 74740 members 
Mstep: Class 8 contains 15546 members 
Mstep: Class 9 contains 352 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 11 contains 279300 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 67344 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689608.000000 Penalty: 34245.285156
Iteration 46Q: 17 clusters Score -4.568961e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 4 contains 13353 members 
Mstep: Class 5 contains 8487 members 
Mstep: Class 6 contains 21786 members 
Mstep: Class 7 contains 74420 members 
Mstep: Class 8 contains 15821 members 
Mstep: Class 9 contains 351 members 
Mstep: Class 10 contains 3614 members 
Mstep: Class 11 contains 279036 members 
Mstep: Class 12 contains 7238 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 67538 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689688.000000 Penalty: 34245.285156
Iteration 47Q: 17 clusters Score -4.568969e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7584 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 4 contains 13179 members 
Mstep: Class 5 contains 8514 members 
Mstep: Class 6 contains 21935 members 
Mstep: Class 7 contains 74131 members 
Mstep: Class 8 contains 16060 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3589 members 
Mstep: Class 11 contains 278802 members 
Mstep: Class 12 contains 7261 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 67727 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689804.000000 Penalty: 34245.285156
Iteration 48Q: 17 clusters Score -4.56898e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7571 members 
Mstep: Class 3 contains 11662 members 
Mstep: Class 4 contains 13032 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 22063 members 
Mstep: Class 7 contains 73869 members 
Mstep: Class 8 contains 16262 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 278580 members 
Mstep: Class 12 contains 7273 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 67932 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 16 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689812.000000 Penalty: 34245.285156
Iteration 49Q: 17 clusters Score -4.568981e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7557 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 12904 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 22182 members 
Mstep: Class 7 contains 73661 members 
Mstep: Class 8 contains 16404 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 278364 members 
Mstep: Class 12 contains 7285 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 68154 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690020.000000 Penalty: 34245.285156
Iteration 50Q: 17 clusters Score -4.569002e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7542 members 
Mstep: Class 3 contains 11745 members 
Mstep: Class 4 contains 12768 members 
Mstep: Class 5 contains 8572 members 
Mstep: Class 6 contains 22281 members 
Mstep: Class 7 contains 73470 members 
Mstep: Class 8 contains 16511 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 278219 members 
Mstep: Class 12 contains 7309 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 68356 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 16 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690116.000000 Penalty: 34245.285156
Iteration 51Q: 17 clusters Score -4.569012e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7527 members 
Mstep: Class 3 contains 11780 members 
Mstep: Class 4 contains 12638 members 
Mstep: Class 5 contains 8588 members 
Mstep: Class 6 contains 22372 members 
Mstep: Class 7 contains 73274 members 
Mstep: Class 8 contains 16584 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 278108 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 68538 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690208.000000 Penalty: 34245.285156
Iteration 52Q: 17 clusters Score -4.569021e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7513 members 
Mstep: Class 3 contains 11810 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 8593 members 
Mstep: Class 6 contains 22439 members 
Mstep: Class 7 contains 73103 members 
Mstep: Class 8 contains 16654 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 277991 members 
Mstep: Class 12 contains 7368 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 68741 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690240.000000 Penalty: 34245.285156
Iteration 53Q: 17 clusters Score -4.569024e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7500 members 
Mstep: Class 3 contains 11832 members 
Mstep: Class 4 contains 12394 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 22498 members 
Mstep: Class 7 contains 72961 members 
Mstep: Class 8 contains 16705 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 277928 members 
Mstep: Class 12 contains 7389 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 68909 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690260.000000 Penalty: 34245.285156
Iteration 54Q: 17 clusters Score -4.569026e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 11860 members 
Mstep: Class 4 contains 12275 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 22548 members 
Mstep: Class 7 contains 72842 members 
Mstep: Class 8 contains 16748 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 277900 members 
Mstep: Class 12 contains 7411 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 69045 members 
Mstep: Class 15 contains 8359 members 
Mstep: Class 16 contains 2634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690284.000000 Penalty: 34245.285156
Iteration 55Q: 17 clusters Score -4.569028e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7464 members 
Mstep: Class 3 contains 11879 members 
Mstep: Class 4 contains 12163 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 22580 members 
Mstep: Class 7 contains 72736 members 
Mstep: Class 8 contains 16782 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3538 members 
Mstep: Class 11 contains 277886 members 
Mstep: Class 12 contains 7424 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 69190 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690348.000000 Penalty: 34245.285156
Iteration 56Q: 17 clusters Score -4.569035e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 11893 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 22612 members 
Mstep: Class 7 contains 72632 members 
Mstep: Class 8 contains 16804 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 277888 members 
Mstep: Class 12 contains 7437 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 69321 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 2639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690328.000000 Penalty: 34245.285156
Iteration 57Q: 17 clusters Score -4.569033e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 11949 members 
Mstep: Class 5 contains 8596 members 
Mstep: Class 6 contains 22648 members 
Mstep: Class 7 contains 72546 members 
Mstep: Class 8 contains 16826 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3533 members 
Mstep: Class 11 contains 277890 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 69428 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690336.000000 Penalty: 34245.285156
Iteration 58Q: 17 clusters Score -4.569034e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7444 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 11829 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 22695 members 
Mstep: Class 7 contains 72458 members 
Mstep: Class 8 contains 16854 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3533 members 
Mstep: Class 11 contains 277931 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 14 contains 69501 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690368.000000 Penalty: 34245.285156
Iteration 59Q: 17 clusters Score -4.569037e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 11724 members 
Mstep: Class 5 contains 8599 members 
Mstep: Class 6 contains 22735 members 
Mstep: Class 7 contains 72358 members 
Mstep: Class 8 contains 16871 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 3532 members 
Mstep: Class 11 contains 277965 members 
Mstep: Class 12 contains 7456 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 69575 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690744.000000 Penalty: 34245.285156
Iteration 60F: 17 clusters Score -4.569074e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 11937 members 
Mstep: Class 4 contains 11628 members 
Mstep: Class 5 contains 8609 members 
Mstep: Class 6 contains 22770 members 
Mstep: Class 7 contains 72276 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 360 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 278000 members 
Mstep: Class 12 contains 7461 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 69637 members 
Mstep: Class 15 contains 8361 members 
Mstep: Class 16 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690936.000000 Penalty: 34245.285156
Iteration 61Q: 17 clusters Score -4.569094e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 11944 members 
Mstep: Class 4 contains 11547 members 
Mstep: Class 5 contains 8610 members 
Mstep: Class 6 contains 22803 members 
Mstep: Class 7 contains 72212 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 352 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 278039 members 
Mstep: Class 12 contains 7467 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 69681 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 16 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691028.000000 Penalty: 34245.285156
Iteration 62Q: 17 clusters Score -4.569103e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 11952 members 
Mstep: Class 4 contains 11456 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 22826 members 
Mstep: Class 7 contains 72148 members 
Mstep: Class 8 contains 16906 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 278076 members 
Mstep: Class 12 contains 7474 members 
Mstep: Class 13 contains 1993 members 
Mstep: Class 14 contains 69728 members 
Mstep: Class 15 contains 8364 members 
Mstep: Class 16 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691004.000000 Penalty: 34245.285156
Iteration 63Q: 17 clusters Score -4.5691e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7442 members 
Mstep: Class 3 contains 11956 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 5 contains 8619 members 
Mstep: Class 6 contains 22862 members 
Mstep: Class 7 contains 72091 members 
Mstep: Class 8 contains 16924 members 
Mstep: Class 9 contains 331 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 278125 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 69763 members 
Mstep: Class 15 contains 8367 members 
Mstep: Class 16 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691036.000000 Penalty: 34245.285156
Iteration 64Q: 17 clusters Score -4.569104e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7440 members 
Mstep: Class 3 contains 11964 members 
Mstep: Class 4 contains 11255 members 
Mstep: Class 5 contains 8625 members 
Mstep: Class 6 contains 22884 members 
Mstep: Class 7 contains 72034 members 
Mstep: Class 8 contains 16933 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 278184 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 69805 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691056.000000 Penalty: 34245.285156
Iteration 65Q: 17 clusters Score -4.569106e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7431 members 
Mstep: Class 3 contains 11969 members 
Mstep: Class 4 contains 11157 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 22903 members 
Mstep: Class 7 contains 71987 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 278252 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 69840 members 
Mstep: Class 15 contains 8374 members 
Mstep: Class 16 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691132.000000 Penalty: 34245.285156
Iteration 66Q: 17 clusters Score -4.569113e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 11974 members 
Mstep: Class 4 contains 11050 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 22917 members 
Mstep: Class 7 contains 71952 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 278320 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 69871 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691248.000000 Penalty: 34245.285156
Iteration 67Q: 17 clusters Score -4.569125e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 8643 members 
Mstep: Class 6 contains 22928 members 
Mstep: Class 7 contains 71905 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 323 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 278390 members 
Mstep: Class 12 contains 7482 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 69902 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691188.000000 Penalty: 34245.285156
Iteration 68Q: 17 clusters Score -4.569119e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 11984 members 
Mstep: Class 4 contains 10888 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 22937 members 
Mstep: Class 7 contains 71857 members 
Mstep: Class 8 contains 16984 members 
Mstep: Class 9 contains 317 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 278439 members 
Mstep: Class 12 contains 7484 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 69920 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691152.000000 Penalty: 34245.285156
Iteration 69Q: 17 clusters Score -4.569115e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 11990 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 22946 members 
Mstep: Class 7 contains 71817 members 
Mstep: Class 8 contains 17000 members 
Mstep: Class 9 contains 312 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 278470 members 
Mstep: Class 12 contains 7486 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 69948 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 16 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691168.000000 Penalty: 34245.285156
Iteration 70Q: 17 clusters Score -4.569117e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 12001 members 
Mstep: Class 4 contains 10761 members 
Mstep: Class 5 contains 8646 members 
Mstep: Class 6 contains 22946 members 
Mstep: Class 7 contains 71783 members 
Mstep: Class 8 contains 17016 members 
Mstep: Class 9 contains 311 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 278521 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 69961 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 16 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691168.000000 Penalty: 34245.285156
Iteration 71Q: 17 clusters Score -4.569117e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7425 members 
Mstep: Class 3 contains 12001 members 
Mstep: Class 4 contains 10693 members 
Mstep: Class 5 contains 8649 members 
Mstep: Class 6 contains 22952 members 
Mstep: Class 7 contains 71756 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 278574 members 
Mstep: Class 12 contains 7488 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 69974 members 
Mstep: Class 15 contains 8381 members 
Mstep: Class 16 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691148.000000 Penalty: 34245.285156
Iteration 72Q: 17 clusters Score -4.569115e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 12004 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 8649 members 
Mstep: Class 6 contains 22951 members 
Mstep: Class 7 contains 71738 members 
Mstep: Class 8 contains 17033 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 278623 members 
Mstep: Class 12 contains 7490 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 69995 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 2653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691220.000000 Penalty: 34245.285156
Iteration 73Q: 17 clusters Score -4.569122e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 10554 members 
Mstep: Class 5 contains 8648 members 
Mstep: Class 6 contains 22954 members 
Mstep: Class 7 contains 71715 members 
Mstep: Class 8 contains 17039 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 278681 members 
Mstep: Class 12 contains 7491 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70026 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691108.000000 Penalty: 34245.285156
Iteration 74Q: 17 clusters Score -4.569111e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 12006 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 8650 members 
Mstep: Class 6 contains 22956 members 
Mstep: Class 7 contains 71684 members 
Mstep: Class 8 contains 17041 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 278729 members 
Mstep: Class 12 contains 7494 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70057 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691184.000000 Penalty: 34245.285156
Iteration 75Q: 17 clusters Score -4.569118e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 12009 members 
Mstep: Class 4 contains 10432 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 22962 members 
Mstep: Class 7 contains 71656 members 
Mstep: Class 8 contains 17043 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 278785 members 
Mstep: Class 12 contains 7495 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70074 members 
Mstep: Class 15 contains 8374 members 
Mstep: Class 16 contains 2659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691208.000000 Penalty: 34245.285156
Iteration 76Q: 17 clusters Score -4.569121e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 12011 members 
Mstep: Class 4 contains 10376 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 22965 members 
Mstep: Class 7 contains 71628 members 
Mstep: Class 8 contains 17045 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 278844 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70088 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691288.000000 Penalty: 34245.285156
Iteration 77Q: 17 clusters Score -4.569129e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 12008 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 22967 members 
Mstep: Class 7 contains 71601 members 
Mstep: Class 8 contains 17046 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 278921 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70097 members 
Mstep: Class 15 contains 8371 members 
Mstep: Class 16 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691360.000000 Penalty: 34245.285156
Iteration 78Q: 17 clusters Score -4.569136e+07 nChanged 127
Entering ConstructFrom: 
Score: -45691360.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -129133.218750 Penalty: 1198.987305
	Iteration 0F: 2 clusters Score -129133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -127314.664062 Penalty: 2397.974609
	Iteration 0F: 3 clusters Score -127314.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -127715.015625 Penalty: 2397.974609
	Iteration 1F: 3 clusters Score -127715 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -127875.476562 Penalty: 2397.974609
	Iteration 2F: 3 clusters Score -127875.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -128016.250000 Penalty: 2397.974609
	Iteration 3F: 3 clusters Score -128016.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -128161.679688 Penalty: 2397.974609
	Iteration 4F: 3 clusters Score -128161.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -128302.585938 Penalty: 2397.974609
	Iteration 5F: 3 clusters Score -128302.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -128403.335938 Penalty: 2397.974609
	Iteration 6F: 3 clusters Score -128403.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -128477.984375 Penalty: 2397.974609
	Iteration 7Q: 3 clusters Score -128478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -128538.828125 Penalty: 2397.974609
	Iteration 8Q: 3 clusters Score -128538.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -128585.023438 Penalty: 2397.974609
	Iteration 9Q: 3 clusters Score -128585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -128613.023438 Penalty: 2397.974609
	Iteration 10Q: 3 clusters Score -128613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -128631.968750 Penalty: 2397.974609
	Iteration 11Q: 3 clusters Score -128632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -128638.304688 Penalty: 2397.974609
	Iteration 12Q: 3 clusters Score -128638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -128642.953125 Penalty: 2397.974609
	Iteration 13Q: 3 clusters Score -128643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -128645.929688 Penalty: 2397.974609
	Iteration 14Q: 3 clusters Score -128645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -128651.437500 Penalty: 2397.974609
	Iteration 15Q: 3 clusters Score -128651.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -128656.234375 Penalty: 2397.974609
	Iteration 16Q: 3 clusters Score -128656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -128660.054688 Penalty: 2397.974609
	Iteration 17Q: 3 clusters Score -128660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -128662.554688 Penalty: 2397.974609
	Iteration 18Q: 3 clusters Score -128662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -128665.945312 Penalty: 2397.974609
	Iteration 19Q: 3 clusters Score -128665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -128670.609375 Penalty: 2397.974609
	Iteration 20F: 3 clusters Score -128670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -128673.125000 Penalty: 2397.974609
	Iteration 21Q: 3 clusters Score -128673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -128675.843750 Penalty: 2397.974609
	Iteration 22Q: 3 clusters Score -128675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -128676.812500 Penalty: 2397.974609
	Iteration 23Q: 3 clusters Score -128676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -128678.093750 Penalty: 2397.974609
	Iteration 24Q: 3 clusters Score -128678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -128678.093750 Penalty: 2397.974609
	Iteration 25F: 3 clusters Score -128678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -663212.687500 Penalty: 1448.189209
	Iteration 0F: 2 clusters Score -663212.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -657655.500000 Penalty: 2896.378418
	Iteration 0F: 3 clusters Score -657655.5 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -659352.875000 Penalty: 2896.378418
	Iteration 1F: 3 clusters Score -659352.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -659555.125000 Penalty: 2896.378418
	Iteration 2F: 3 clusters Score -659555.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -659712.250000 Penalty: 2896.378418
	Iteration 3Q: 3 clusters Score -659712.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -659854.625000 Penalty: 2896.378418
	Iteration 4Q: 3 clusters Score -659854.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -660000.125000 Penalty: 2896.378418
	Iteration 5Q: 3 clusters Score -660000.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -660150.687500 Penalty: 2896.378418
	Iteration 6Q: 3 clusters Score -660150.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -660310.875000 Penalty: 2896.378418
	Iteration 7Q: 3 clusters Score -660310.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -660511.375000 Penalty: 2896.378418
	Iteration 8Q: 3 clusters Score -660511.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -660753.375000 Penalty: 2896.378418
	Iteration 9Q: 3 clusters Score -660753.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -660974.375000 Penalty: 2896.378418
	Iteration 10Q: 3 clusters Score -660974.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -661196.750000 Penalty: 2896.378418
	Iteration 11Q: 3 clusters Score -661196.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -661398.187500 Penalty: 2896.378418
	Iteration 12Q: 3 clusters Score -661398.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -661553.187500 Penalty: 2896.378418
	Iteration 13Q: 3 clusters Score -661553.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -661677.062500 Penalty: 2896.378418
	Iteration 14Q: 3 clusters Score -661677.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -661766.875000 Penalty: 2896.378418
	Iteration 15Q: 3 clusters Score -661766.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -661822.187500 Penalty: 2896.378418
	Iteration 16Q: 3 clusters Score -661822.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -661857.812500 Penalty: 2896.378418
	Iteration 17Q: 3 clusters Score -661857.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -661879.375000 Penalty: 2896.378418
	Iteration 18Q: 3 clusters Score -661879.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -661903.000000 Penalty: 2896.378418
	Iteration 19Q: 3 clusters Score -661903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -661918.937500 Penalty: 2896.378418
	Iteration 20F: 3 clusters Score -661918.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -661927.500000 Penalty: 2896.378418
	Iteration 21Q: 3 clusters Score -661927.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -661934.437500 Penalty: 2896.378418
	Iteration 22Q: 3 clusters Score -661934.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -661943.250000 Penalty: 2896.378418
	Iteration 23Q: 3 clusters Score -661943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -661947.625000 Penalty: 2896.378418
	Iteration 24Q: 3 clusters Score -661947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -661954.062500 Penalty: 2896.378418
	Iteration 25Q: 3 clusters Score -661954.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -661958.000000 Penalty: 2896.378418
	Iteration 26Q: 3 clusters Score -661958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -661959.937500 Penalty: 2896.378418
	Iteration 27Q: 3 clusters Score -661959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -661959.937500 Penalty: 2896.378418
	Iteration 28F: 3 clusters Score -661959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Entering Unmasked Estep 
Score: -1068671.625000 Penalty: 1526.456543
	Iteration 0F: 2 clusters Score -1068672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1060146.000000 Penalty: 3052.913086
	Iteration 0F: 3 clusters Score -1060146 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1063005.250000 Penalty: 3052.913086
	Iteration 1F: 3 clusters Score -1063005 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1063236.500000 Penalty: 3052.913086
	Iteration 2F: 3 clusters Score -1063236 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1063396.875000 Penalty: 3052.913086
	Iteration 3Q: 3 clusters Score -1063397 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1063533.125000 Penalty: 3052.913086
	Iteration 4Q: 3 clusters Score -1063533 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1063642.000000 Penalty: 3052.913086
	Iteration 5Q: 3 clusters Score -1063642 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1063738.625000 Penalty: 3052.913086
	Iteration 6Q: 3 clusters Score -1063739 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1063851.625000 Penalty: 3052.913086
	Iteration 7Q: 3 clusters Score -1063852 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1063940.625000 Penalty: 3052.913086
	Iteration 8Q: 3 clusters Score -1063941 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1064014.375000 Penalty: 3052.913086
	Iteration 9Q: 3 clusters Score -1064014 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1064103.875000 Penalty: 3052.913086
	Iteration 10Q: 3 clusters Score -1064104 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1064187.500000 Penalty: 3052.913086
	Iteration 11Q: 3 clusters Score -1064188 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1064302.500000 Penalty: 3052.913086
	Iteration 12Q: 3 clusters Score -1064302 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1064456.250000 Penalty: 3052.913086
	Iteration 13Q: 3 clusters Score -1064456 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1064645.625000 Penalty: 3052.913086
	Iteration 14Q: 3 clusters Score -1064646 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1064862.250000 Penalty: 3052.913086
	Iteration 15Q: 3 clusters Score -1064862 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1065091.375000 Penalty: 3052.913086
	Iteration 16Q: 3 clusters Score -1065091 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1065348.875000 Penalty: 3052.913086
	Iteration 17Q: 3 clusters Score -1065349 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1065581.500000 Penalty: 3052.913086
	Iteration 18Q: 3 clusters Score -1065582 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1065762.875000 Penalty: 3052.913086
	Iteration 19Q: 3 clusters Score -1065763 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1065907.625000 Penalty: 3052.913086
	Iteration 20F: 3 clusters Score -1065908 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1065999.500000 Penalty: 3052.913086
	Iteration 21Q: 3 clusters Score -1066000 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1066074.250000 Penalty: 3052.913086
	Iteration 22Q: 3 clusters Score -1066074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1066121.875000 Penalty: 3052.913086
	Iteration 23Q: 3 clusters Score -1066122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1066161.750000 Penalty: 3052.913086
	Iteration 24Q: 3 clusters Score -1066162 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1066198.500000 Penalty: 3052.913086
	Iteration 25Q: 3 clusters Score -1066198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1066225.375000 Penalty: 3052.913086
	Iteration 26Q: 3 clusters Score -1066225 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1066247.250000 Penalty: 3052.913086
	Iteration 27Q: 3 clusters Score -1066247 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1066273.375000 Penalty: 3052.913086
	Iteration 28Q: 3 clusters Score -1066273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1066290.500000 Penalty: 3052.913086
	Iteration 29Q: 3 clusters Score -1066290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1066306.750000 Penalty: 3052.913086
	Iteration 30Q: 3 clusters Score -1066307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1066318.000000 Penalty: 3052.913086
	Iteration 31Q: 3 clusters Score -1066318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1066335.125000 Penalty: 3052.913086
	Iteration 32Q: 3 clusters Score -1066335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1066341.875000 Penalty: 3052.913086
	Iteration 33Q: 3 clusters Score -1066342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1066350.750000 Penalty: 3052.913086
	Iteration 34Q: 3 clusters Score -1066351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1066359.375000 Penalty: 3052.913086
	Iteration 35Q: 3 clusters Score -1066359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1066368.625000 Penalty: 3052.913086
	Iteration 36Q: 3 clusters Score -1066369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1066375.500000 Penalty: 3052.913086
	Iteration 37Q: 3 clusters Score -1066376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1066383.000000 Penalty: 3052.913086
	Iteration 38Q: 3 clusters Score -1066383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1066389.875000 Penalty: 3052.913086
	Iteration 39Q: 3 clusters Score -1066390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1066398.125000 Penalty: 3052.913086
	Iteration 40F: 3 clusters Score -1066398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1066410.500000 Penalty: 3052.913086
	Iteration 41Q: 3 clusters Score -1066410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1066420.500000 Penalty: 3052.913086
	Iteration 42Q: 3 clusters Score -1066420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1066424.875000 Penalty: 3052.913086
	Iteration 43Q: 3 clusters Score -1066425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1066428.375000 Penalty: 3052.913086
	Iteration 44Q: 3 clusters Score -1066428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1066438.875000 Penalty: 3052.913086
	Iteration 45Q: 3 clusters Score -1066439 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1066444.875000 Penalty: 3052.913086
	Iteration 46Q: 3 clusters Score -1066445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1066446.875000 Penalty: 3052.913086
	Iteration 47Q: 3 clusters Score -1066447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1066451.625000 Penalty: 3052.913086
	Iteration 48Q: 3 clusters Score -1066452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1066453.125000 Penalty: 3052.913086
	Iteration 49Q: 3 clusters Score -1066453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1066452.375000 Penalty: 3052.913086
	Iteration 50Q: 3 clusters Score -1066452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1066456.250000 Penalty: 3052.913086
	Iteration 51Q: 3 clusters Score -1066456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1066456.875000 Penalty: 3052.913086
	Iteration 52Q: 3 clusters Score -1066457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1066456.750000 Penalty: 3052.913086
	Iteration 53Q: 3 clusters Score -1066457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1066457.125000 Penalty: 3052.913086
	Iteration 54Q: 3 clusters Score -1066457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1066460.250000 Penalty: 3052.913086
	Iteration 55Q: 3 clusters Score -1066460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1066460.500000 Penalty: 3052.913086
	Iteration 56Q: 3 clusters Score -1066460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1066466.875000 Penalty: 3052.913086
	Iteration 57Q: 3 clusters Score -1066467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1066474.125000 Penalty: 3052.913086
	Iteration 58Q: 3 clusters Score -1066474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1066483.125000 Penalty: 3052.913086
	Iteration 59Q: 3 clusters Score -1066483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1066487.625000 Penalty: 3052.913086
	Iteration 60F: 3 clusters Score -1066488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1066494.125000 Penalty: 3052.913086
	Iteration 61Q: 3 clusters Score -1066494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1066496.875000 Penalty: 3052.913086
	Iteration 62Q: 3 clusters Score -1066497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1066498.375000 Penalty: 3052.913086
	Iteration 63Q: 3 clusters Score -1066498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1066502.750000 Penalty: 3052.913086
	Iteration 64Q: 3 clusters Score -1066503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1066506.250000 Penalty: 3052.913086
	Iteration 65Q: 3 clusters Score -1066506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1066512.375000 Penalty: 3052.913086
	Iteration 66Q: 3 clusters Score -1066512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1066515.125000 Penalty: 3052.913086
	Iteration 67Q: 3 clusters Score -1066515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1066514.750000 Penalty: 3052.913086
	Iteration 68Q: 3 clusters Score -1066515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1066517.625000 Penalty: 3052.913086
	Iteration 69Q: 3 clusters Score -1066518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1066521.875000 Penalty: 3052.913086
	Iteration 70Q: 3 clusters Score -1066522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1066526.000000 Penalty: 3052.913086
	Iteration 71Q: 3 clusters Score -1066526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1066531.500000 Penalty: 3052.913086
	Iteration 72Q: 3 clusters Score -1066532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1066533.750000 Penalty: 3052.913086
	Iteration 73Q: 3 clusters Score -1066534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1066535.125000 Penalty: 3052.913086
	Iteration 74Q: 3 clusters Score -1066535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1066540.875000 Penalty: 3052.913086
	Iteration 75Q: 3 clusters Score -1066541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1066541.500000 Penalty: 3052.913086
	Iteration 76Q: 3 clusters Score -1066542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1066542.625000 Penalty: 3052.913086
	Iteration 77Q: 3 clusters Score -1066543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1066547.875000 Penalty: 3052.913086
	Iteration 78Q: 3 clusters Score -1066548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1066547.250000 Penalty: 3052.913086
	Iteration 79Q: 3 clusters Score -1066547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1066551.625000 Penalty: 3052.913086
	Iteration 80F: 3 clusters Score -1066552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1066554.625000 Penalty: 3052.913086
	Iteration 81Q: 3 clusters Score -1066555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1066557.500000 Penalty: 3052.913086
	Iteration 82Q: 3 clusters Score -1066558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1066557.375000 Penalty: 3052.913086
	Iteration 83Q: 3 clusters Score -1066557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1066559.625000 Penalty: 3052.913086
	Iteration 84Q: 3 clusters Score -1066560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1066561.750000 Penalty: 3052.913086
	Iteration 85Q: 3 clusters Score -1066562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1066559.875000 Penalty: 3052.913086
	Iteration 86Q: 3 clusters Score -1066560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1066559.375000 Penalty: 3052.913086
	Iteration 87Q: 3 clusters Score -1066559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1066560.500000 Penalty: 3052.913086
	Iteration 88Q: 3 clusters Score -1066560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1066562.375000 Penalty: 3052.913086
	Iteration 89Q: 3 clusters Score -1066562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1066560.125000 Penalty: 3052.913086
	Iteration 90Q: 3 clusters Score -1066560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1066562.250000 Penalty: 3052.913086
	Iteration 91Q: 3 clusters Score -1066562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1066562.500000 Penalty: 3052.913086
	Iteration 92Q: 3 clusters Score -1066562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1066564.625000 Penalty: 3052.913086
	Iteration 93Q: 3 clusters Score -1066565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1066566.750000 Penalty: 3052.913086
	Iteration 94Q: 3 clusters Score -1066567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1066566.500000 Penalty: 3052.913086
	Iteration 95Q: 3 clusters Score -1066566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1066567.125000 Penalty: 3052.913086
	Iteration 96Q: 3 clusters Score -1066567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1066568.625000 Penalty: 3052.913086
	Iteration 97Q: 3 clusters Score -1066569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1066567.000000 Penalty: 3052.913086
	Iteration 98Q: 3 clusters Score -1066567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1066566.750000 Penalty: 3052.913086
	Iteration 99Q: 3 clusters Score -1066567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1066566.500000 Penalty: 3052.913086
	Iteration 100F: 3 clusters Score -1066566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1066569.125000 Penalty: 3052.913086
	Iteration 101Q: 3 clusters Score -1066569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1066568.750000 Penalty: 3052.913086
	Iteration 102Q: 3 clusters Score -1066569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1066571.500000 Penalty: 3052.913086
	Iteration 103Q: 3 clusters Score -1066572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1066570.000000 Penalty: 3052.913086
	Iteration 104Q: 3 clusters Score -1066570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1066570.750000 Penalty: 3052.913086
	Iteration 105Q: 3 clusters Score -1066571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1066574.000000 Penalty: 3052.913086
	Iteration 106Q: 3 clusters Score -1066574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1066573.625000 Penalty: 3052.913086
	Iteration 107Q: 3 clusters Score -1066574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1066574.625000 Penalty: 3052.913086
	Iteration 108Q: 3 clusters Score -1066575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1066578.125000 Penalty: 3052.913086
	Iteration 109Q: 3 clusters Score -1066578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1066577.500000 Penalty: 3052.913086
	Iteration 110Q: 3 clusters Score -1066578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1066579.625000 Penalty: 3052.913086
	Iteration 111Q: 3 clusters Score -1066580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1066580.625000 Penalty: 3052.913086
	Iteration 112Q: 3 clusters Score -1066581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1066582.125000 Penalty: 3052.913086
	Iteration 113Q: 3 clusters Score -1066582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1066583.375000 Penalty: 3052.913086
	Iteration 114Q: 3 clusters Score -1066583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1066583.500000 Penalty: 3052.913086
	Iteration 115Q: 3 clusters Score -1066584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1066584.125000 Penalty: 3052.913086
	Iteration 116Q: 3 clusters Score -1066584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1066585.000000 Penalty: 3052.913086
	Iteration 117Q: 3 clusters Score -1066585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1066584.375000 Penalty: 3052.913086
	Iteration 118Q: 3 clusters Score -1066584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1066585.250000 Penalty: 3052.913086
	Iteration 119Q: 3 clusters Score -1066585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1066585.250000 Penalty: 3052.913086
	Iteration 120F: 3 clusters Score -1066585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Entering Unmasked Estep 
Score: -933090.812500 Penalty: 1500.914673
	Iteration 0F: 2 clusters Score -933090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -925808.812500 Penalty: 3001.829346
	Iteration 0F: 3 clusters Score -925808.8 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -928184.875000 Penalty: 3001.829346
	Iteration 1F: 3 clusters Score -928184.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -928437.062500 Penalty: 3001.829346
	Iteration 2F: 3 clusters Score -928437.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -928622.687500 Penalty: 3001.829346
	Iteration 3F: 3 clusters Score -928622.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -928805.375000 Penalty: 3001.829346
	Iteration 4Q: 3 clusters Score -928805.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -929044.812500 Penalty: 3001.829346
	Iteration 5Q: 3 clusters Score -929044.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -929339.187500 Penalty: 3001.829346
	Iteration 6F: 3 clusters Score -929339.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -929735.937500 Penalty: 3001.829346
	Iteration 7F: 3 clusters Score -929735.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -930189.500000 Penalty: 3001.829346
	Iteration 8F: 3 clusters Score -930189.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -930710.062500 Penalty: 3001.829346
	Iteration 9F: 3 clusters Score -930710.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -931230.125000 Penalty: 3001.829346
	Iteration 10F: 3 clusters Score -931230.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -931618.875000 Penalty: 3001.829346
	Iteration 11Q: 3 clusters Score -931618.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -931874.187500 Penalty: 3001.829346
	Iteration 12Q: 3 clusters Score -931874.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -931988.125000 Penalty: 3001.829346
	Iteration 13Q: 3 clusters Score -931988.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -932041.375000 Penalty: 3001.829346
	Iteration 14Q: 3 clusters Score -932041.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -932075.562500 Penalty: 3001.829346
	Iteration 15Q: 3 clusters Score -932075.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -932101.562500 Penalty: 3001.829346
	Iteration 16Q: 3 clusters Score -932101.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -932118.500000 Penalty: 3001.829346
	Iteration 17Q: 3 clusters Score -932118.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -932126.062500 Penalty: 3001.829346
	Iteration 18Q: 3 clusters Score -932126.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -932133.687500 Penalty: 3001.829346
	Iteration 19Q: 3 clusters Score -932133.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -932138.562500 Penalty: 3001.829346
	Iteration 20F: 3 clusters Score -932138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -932147.125000 Penalty: 3001.829346
	Iteration 21Q: 3 clusters Score -932147.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -932153.437500 Penalty: 3001.829346
	Iteration 22Q: 3 clusters Score -932153.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -932156.875000 Penalty: 3001.829346
	Iteration 23Q: 3 clusters Score -932156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -932158.062500 Penalty: 3001.829346
	Iteration 24Q: 3 clusters Score -932158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -932158.875000 Penalty: 3001.829346
	Iteration 25Q: 3 clusters Score -932158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -932160.000000 Penalty: 3001.829346
	Iteration 26Q: 3 clusters Score -932160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -932161.250000 Penalty: 3001.829346
	Iteration 27Q: 3 clusters Score -932161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -932162.625000 Penalty: 3001.829346
	Iteration 28Q: 3 clusters Score -932162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -932161.937500 Penalty: 3001.829346
	Iteration 29Q: 3 clusters Score -932161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -932161.187500 Penalty: 3001.829346
	Iteration 30Q: 3 clusters Score -932161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -932161.937500 Penalty: 3001.829346
	Iteration 31Q: 3 clusters Score -932161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -932161.125000 Penalty: 3001.829346
	Iteration 32Q: 3 clusters Score -932161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -932161.125000 Penalty: 3001.829346
	Iteration 33Q: 3 clusters Score -932161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -932162.375000 Penalty: 3001.829346
	Iteration 34Q: 3 clusters Score -932162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -932162.687500 Penalty: 3001.829346
	Iteration 35Q: 3 clusters Score -932162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -932162.125000 Penalty: 3001.829346
	Iteration 36Q: 3 clusters Score -932162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -932163.625000 Penalty: 3001.829346
	Iteration 37Q: 3 clusters Score -932163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -932162.750000 Penalty: 3001.829346
	Iteration 38Q: 3 clusters Score -932162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -932162.750000 Penalty: 3001.829346
	Iteration 39F: 3 clusters Score -932162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Entering Unmasked Estep 
Score: -781131.750000 Penalty: 1473.320190
	Iteration 0F: 2 clusters Score -781131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -774755.562500 Penalty: 2946.640381
	Iteration 0F: 3 clusters Score -774755.6 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -776797.312500 Penalty: 2946.640381
	Iteration 1F: 3 clusters Score -776797.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -777064.125000 Penalty: 2946.640381
	Iteration 2F: 3 clusters Score -777064.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -777290.500000 Penalty: 2946.640381
	Iteration 3F: 3 clusters Score -777290.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -777550.937500 Penalty: 2946.640381
	Iteration 4F: 3 clusters Score -777550.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -777845.187500 Penalty: 2946.640381
	Iteration 5F: 3 clusters Score -777845.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -778198.437500 Penalty: 2946.640381
	Iteration 6F: 3 clusters Score -778198.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -778553.312500 Penalty: 2946.640381
	Iteration 7F: 3 clusters Score -778553.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -778872.062500 Penalty: 2946.640381
	Iteration 8Q: 3 clusters Score -778872.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -779161.562500 Penalty: 2946.640381
	Iteration 9Q: 3 clusters Score -779161.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -779350.250000 Penalty: 2946.640381
	Iteration 10Q: 3 clusters Score -779350.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -779514.812500 Penalty: 2946.640381
	Iteration 11Q: 3 clusters Score -779514.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -779633.625000 Penalty: 2946.640381
	Iteration 12Q: 3 clusters Score -779633.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -779699.750000 Penalty: 2946.640381
	Iteration 13Q: 3 clusters Score -779699.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -779745.500000 Penalty: 2946.640381
	Iteration 14Q: 3 clusters Score -779745.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -779794.312500 Penalty: 2946.640381
	Iteration 15Q: 3 clusters Score -779794.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -779812.187500 Penalty: 2946.640381
	Iteration 16Q: 3 clusters Score -779812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -779833.062500 Penalty: 2946.640381
	Iteration 17Q: 3 clusters Score -779833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -779854.187500 Penalty: 2946.640381
	Iteration 18Q: 3 clusters Score -779854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -779866.125000 Penalty: 2946.640381
	Iteration 19Q: 3 clusters Score -779866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -779873.437500 Penalty: 2946.640381
	Iteration 20F: 3 clusters Score -779873.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -779878.875000 Penalty: 2946.640381
	Iteration 21Q: 3 clusters Score -779878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -779883.500000 Penalty: 2946.640381
	Iteration 22Q: 3 clusters Score -779883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -779885.000000 Penalty: 2946.640381
	Iteration 23Q: 3 clusters Score -779885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -779887.000000 Penalty: 2946.640381
	Iteration 24Q: 3 clusters Score -779887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -779887.250000 Penalty: 2946.640381
	Iteration 25Q: 3 clusters Score -779887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -779888.687500 Penalty: 2946.640381
	Iteration 26Q: 3 clusters Score -779888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -779889.750000 Penalty: 2946.640381
	Iteration 27Q: 3 clusters Score -779889.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -779889.750000 Penalty: 2946.640381
	Iteration 28F: 3 clusters Score -779889.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Entering Unmasked Estep 
Score: -1941854.125000 Penalty: 1631.794800
	Iteration 0F: 2 clusters Score -1941854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1926173.750000 Penalty: 3263.589600
	Iteration 0F: 3 clusters Score -1926174 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1931894.125000 Penalty: 3263.589600
	Iteration 1F: 3 clusters Score -1931894 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1932199.750000 Penalty: 3263.589600
	Iteration 2Q: 3 clusters Score -1932200 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1932484.000000 Penalty: 3263.589600
	Iteration 3Q: 3 clusters Score -1932484 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1932798.875000 Penalty: 3263.589600
	Iteration 4Q: 3 clusters Score -1932799 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1933176.000000 Penalty: 3263.589600
	Iteration 5Q: 3 clusters Score -1933176 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1933679.750000 Penalty: 3263.589600
	Iteration 6Q: 3 clusters Score -1933680 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1934416.000000 Penalty: 3263.589600
	Iteration 7F: 3 clusters Score -1934416 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1935451.250000 Penalty: 3263.589600
	Iteration 8F: 3 clusters Score -1935451 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -1936655.125000 Penalty: 3263.589600
	Iteration 9F: 3 clusters Score -1936655 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -1937780.500000 Penalty: 3263.589600
	Iteration 10F: 3 clusters Score -1937780 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -1938713.250000 Penalty: 3263.589600
	Iteration 11Q: 3 clusters Score -1938713 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1939360.000000 Penalty: 3263.589600
	Iteration 12Q: 3 clusters Score -1939360 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -1939764.375000 Penalty: 3263.589600
	Iteration 13Q: 3 clusters Score -1939764 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -1940022.875000 Penalty: 3263.589600
	Iteration 14Q: 3 clusters Score -1940023 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -1940183.000000 Penalty: 3263.589600
	Iteration 15Q: 3 clusters Score -1940183 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -1940272.625000 Penalty: 3263.589600
	Iteration 16Q: 3 clusters Score -1940273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -1940338.000000 Penalty: 3263.589600
	Iteration 17Q: 3 clusters Score -1940338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -1940376.750000 Penalty: 3263.589600
	Iteration 18Q: 3 clusters Score -1940377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -1940387.500000 Penalty: 3263.589600
	Iteration 19Q: 3 clusters Score -1940388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -1940394.625000 Penalty: 3263.589600
	Iteration 20F: 3 clusters Score -1940395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -1940402.250000 Penalty: 3263.589600
	Iteration 21Q: 3 clusters Score -1940402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -1940409.375000 Penalty: 3263.589600
	Iteration 22Q: 3 clusters Score -1940409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -1940418.250000 Penalty: 3263.589600
	Iteration 23Q: 3 clusters Score -1940418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -1940427.000000 Penalty: 3263.589600
	Iteration 24Q: 3 clusters Score -1940427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1940434.625000 Penalty: 3263.589600
	Iteration 25Q: 3 clusters Score -1940435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1940434.500000 Penalty: 3263.589600
	Iteration 26Q: 3 clusters Score -1940434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -1940443.500000 Penalty: 3263.589600
	Iteration 27Q: 3 clusters Score -1940444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -1940442.500000 Penalty: 3263.589600
	Iteration 28Q: 3 clusters Score -1940442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -1940442.750000 Penalty: 3263.589600
	Iteration 29Q: 3 clusters Score -1940443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -1940443.250000 Penalty: 3263.589600
	Iteration 30Q: 3 clusters Score -1940443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -1940445.750000 Penalty: 3263.589600
	Iteration 31Q: 3 clusters Score -1940446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -1940448.125000 Penalty: 3263.589600
	Iteration 32Q: 3 clusters Score -1940448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -1940448.250000 Penalty: 3263.589600
	Iteration 33Q: 3 clusters Score -1940448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -1940446.625000 Penalty: 3263.589600
	Iteration 34Q: 3 clusters Score -1940447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1940449.625000 Penalty: 3263.589600
	Iteration 35Q: 3 clusters Score -1940450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -1940452.250000 Penalty: 3263.589600
	Iteration 36Q: 3 clusters Score -1940452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -1940452.250000 Penalty: 3263.589600
	Iteration 37F: 3 clusters Score -1940452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Entering Unmasked Estep 
Score: -6243118.500000 Penalty: 1816.506470
	Iteration 0F: 2 clusters Score -6243118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -6195253.000000 Penalty: 3633.012939
	Iteration 0F: 3 clusters Score -6195253 nChanged 33854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -6214339.500000 Penalty: 3633.012939
	Iteration 1F: 3 clusters Score -6214340 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6214814.000000 Penalty: 3633.012939
	Iteration 2Q: 3 clusters Score -6214814 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -6215314.000000 Penalty: 3633.012939
	Iteration 3Q: 3 clusters Score -6215314 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -6215839.500000 Penalty: 3633.012939
	Iteration 4Q: 3 clusters Score -6215840 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -6216493.000000 Penalty: 3633.012939
	Iteration 5Q: 3 clusters Score -6216493 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -6217333.500000 Penalty: 3633.012939
	Iteration 6Q: 3 clusters Score -6217334 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -6218591.500000 Penalty: 3633.012939
	Iteration 7Q: 3 clusters Score -6218592 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -6220418.500000 Penalty: 3633.012939
	Iteration 8Q: 3 clusters Score -6220418 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6222972.500000 Penalty: 3633.012939
	Iteration 9F: 3 clusters Score -6222972 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -6226138.500000 Penalty: 3633.012939
	Iteration 10F: 3 clusters Score -6226138 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -6229489.000000 Penalty: 3633.012939
	Iteration 11F: 3 clusters Score -6229489 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -6231959.500000 Penalty: 3633.012939
	Iteration 12Q: 3 clusters Score -6231960 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -6233453.500000 Penalty: 3633.012939
	Iteration 13Q: 3 clusters Score -6233454 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -6234424.000000 Penalty: 3633.012939
	Iteration 14Q: 3 clusters Score -6234424 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -6235246.500000 Penalty: 3633.012939
	Iteration 15Q: 3 clusters Score -6235246 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -6236038.500000 Penalty: 3633.012939
	Iteration 16Q: 3 clusters Score -6236038 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -6236737.500000 Penalty: 3633.012939
	Iteration 17Q: 3 clusters Score -6236738 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 63591 members 
Entering Unmasked Estep 
Score: -6237508.500000 Penalty: 3633.012939
	Iteration 18Q: 3 clusters Score -6237508 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -6238150.500000 Penalty: 3633.012939
	Iteration 19Q: 3 clusters Score -6238150 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -6238784.500000 Penalty: 3633.012939
	Iteration 20F: 3 clusters Score -6238784 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -6239332.500000 Penalty: 3633.012939
	Iteration 21Q: 3 clusters Score -6239332 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -6239783.000000 Penalty: 3633.012939
	Iteration 22Q: 3 clusters Score -6239783 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -6240124.500000 Penalty: 3633.012939
	Iteration 23Q: 3 clusters Score -6240124 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -6240428.000000 Penalty: 3633.012939
	Iteration 24Q: 3 clusters Score -6240428 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -6240672.000000 Penalty: 3633.012939
	Iteration 25Q: 3 clusters Score -6240672 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -6240877.500000 Penalty: 3633.012939
	Iteration 26Q: 3 clusters Score -6240878 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -6241042.000000 Penalty: 3633.012939
	Iteration 27Q: 3 clusters Score -6241042 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -6241135.500000 Penalty: 3633.012939
	Iteration 28Q: 3 clusters Score -6241136 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -6241208.500000 Penalty: 3633.012939
	Iteration 29Q: 3 clusters Score -6241208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -6241284.000000 Penalty: 3633.012939
	Iteration 30Q: 3 clusters Score -6241284 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -6241346.000000 Penalty: 3633.012939
	Iteration 31Q: 3 clusters Score -6241346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -6241408.000000 Penalty: 3633.012939
	Iteration 32Q: 3 clusters Score -6241408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 70464 members 
Entering Unmasked Estep 
Score: -6241457.000000 Penalty: 3633.012939
	Iteration 33Q: 3 clusters Score -6241457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 70525 members 
Entering Unmasked Estep 
Score: -6241495.000000 Penalty: 3633.012939
	Iteration 34Q: 3 clusters Score -6241495 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -6241532.000000 Penalty: 3633.012939
	Iteration 35Q: 3 clusters Score -6241532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 70621 members 
Entering Unmasked Estep 
Score: -6241557.000000 Penalty: 3633.012939
	Iteration 36Q: 3 clusters Score -6241557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -6241577.000000 Penalty: 3633.012939
	Iteration 37Q: 3 clusters Score -6241577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 70698 members 
Entering Unmasked Estep 
Score: -6241587.000000 Penalty: 3633.012939
	Iteration 38Q: 3 clusters Score -6241587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 70722 members 
Entering Unmasked Estep 
Score: -6241597.000000 Penalty: 3633.012939
	Iteration 39Q: 3 clusters Score -6241597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -6241617.500000 Penalty: 3633.012939
	Iteration 40F: 3 clusters Score -6241618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -6241622.500000 Penalty: 3633.012939
	Iteration 41Q: 3 clusters Score -6241622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -6241642.500000 Penalty: 3633.012939
	Iteration 42Q: 3 clusters Score -6241642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -6241638.000000 Penalty: 3633.012939
	Iteration 43Q: 3 clusters Score -6241638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -6241654.500000 Penalty: 3633.012939
	Iteration 44Q: 3 clusters Score -6241654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -6241669.500000 Penalty: 3633.012939
	Iteration 45Q: 3 clusters Score -6241670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -6241686.000000 Penalty: 3633.012939
	Iteration 46Q: 3 clusters Score -6241686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -6241704.000000 Penalty: 3633.012939
	Iteration 47Q: 3 clusters Score -6241704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -6241716.000000 Penalty: 3633.012939
	Iteration 48Q: 3 clusters Score -6241716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -6241721.500000 Penalty: 3633.012939
	Iteration 49Q: 3 clusters Score -6241722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -6241720.500000 Penalty: 3633.012939
	Iteration 50Q: 3 clusters Score -6241720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -6241735.500000 Penalty: 3633.012939
	Iteration 51Q: 3 clusters Score -6241736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -6241735.500000 Penalty: 3633.012939
	Iteration 52Q: 3 clusters Score -6241736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -6241746.500000 Penalty: 3633.012939
	Iteration 53Q: 3 clusters Score -6241746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -6241750.500000 Penalty: 3633.012939
	Iteration 54Q: 3 clusters Score -6241750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -6241753.000000 Penalty: 3633.012939
	Iteration 55Q: 3 clusters Score -6241753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -6241753.500000 Penalty: 3633.012939
	Iteration 56Q: 3 clusters Score -6241754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -6241760.000000 Penalty: 3633.012939
	Iteration 57Q: 3 clusters Score -6241760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 70918 members 
Entering Unmasked Estep 
Score: -6241759.500000 Penalty: 3633.012939
	Iteration 58Q: 3 clusters Score -6241760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -6241760.500000 Penalty: 3633.012939
	Iteration 59Q: 3 clusters Score -6241760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -6241765.000000 Penalty: 3633.012939
	Iteration 60F: 3 clusters Score -6241765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -6241764.000000 Penalty: 3633.012939
	Iteration 61Q: 3 clusters Score -6241764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -6241764.500000 Penalty: 3633.012939
	Iteration 62Q: 3 clusters Score -6241764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -6241768.000000 Penalty: 3633.012939
	Iteration 63Q: 3 clusters Score -6241768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 70935 members 
Entering Unmasked Estep 
Score: -6241768.000000 Penalty: 3633.012939
	Iteration 64F: 3 clusters Score -6241768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Entering Unmasked Estep 
Score: -1539664.500000 Penalty: 1583.375122
	Iteration 0F: 2 clusters Score -1539664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1528014.000000 Penalty: 3166.750244
	Iteration 0F: 3 clusters Score -1528014 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1532029.625000 Penalty: 3166.750244
	Iteration 1F: 3 clusters Score -1532030 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1532287.375000 Penalty: 3166.750244
	Iteration 2Q: 3 clusters Score -1532287 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1532523.875000 Penalty: 3166.750244
	Iteration 3Q: 3 clusters Score -1532524 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1532786.500000 Penalty: 3166.750244
	Iteration 4Q: 3 clusters Score -1532786 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1533100.250000 Penalty: 3166.750244
	Iteration 5Q: 3 clusters Score -1533100 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1533505.500000 Penalty: 3166.750244
	Iteration 6Q: 3 clusters Score -1533506 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1533995.125000 Penalty: 3166.750244
	Iteration 7Q: 3 clusters Score -1533995 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1534667.000000 Penalty: 3166.750244
	Iteration 8F: 3 clusters Score -1534667 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1535523.750000 Penalty: 3166.750244
	Iteration 9F: 3 clusters Score -1535524 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1536376.875000 Penalty: 3166.750244
	Iteration 10F: 3 clusters Score -1536377 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1537055.500000 Penalty: 3166.750244
	Iteration 11Q: 3 clusters Score -1537056 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1537532.875000 Penalty: 3166.750244
	Iteration 12Q: 3 clusters Score -1537533 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1537811.125000 Penalty: 3166.750244
	Iteration 13Q: 3 clusters Score -1537811 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1537985.750000 Penalty: 3166.750244
	Iteration 14Q: 3 clusters Score -1537986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1538078.125000 Penalty: 3166.750244
	Iteration 15Q: 3 clusters Score -1538078 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1538150.750000 Penalty: 3166.750244
	Iteration 16Q: 3 clusters Score -1538151 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1538194.875000 Penalty: 3166.750244
	Iteration 17Q: 3 clusters Score -1538195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1538226.000000 Penalty: 3166.750244
	Iteration 18Q: 3 clusters Score -1538226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1538247.375000 Penalty: 3166.750244
	Iteration 19Q: 3 clusters Score -1538247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1538259.250000 Penalty: 3166.750244
	Iteration 20F: 3 clusters Score -1538259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1538269.250000 Penalty: 3166.750244
	Iteration 21Q: 3 clusters Score -1538269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1538278.750000 Penalty: 3166.750244
	Iteration 22Q: 3 clusters Score -1538279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1538283.750000 Penalty: 3166.750244
	Iteration 23Q: 3 clusters Score -1538284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1538290.875000 Penalty: 3166.750244
	Iteration 24Q: 3 clusters Score -1538291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1538292.750000 Penalty: 3166.750244
	Iteration 25Q: 3 clusters Score -1538293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1538295.375000 Penalty: 3166.750244
	Iteration 26Q: 3 clusters Score -1538295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1538298.750000 Penalty: 3166.750244
	Iteration 27Q: 3 clusters Score -1538299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1538301.625000 Penalty: 3166.750244
	Iteration 28Q: 3 clusters Score -1538302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1538301.750000 Penalty: 3166.750244
	Iteration 29Q: 3 clusters Score -1538302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1538306.750000 Penalty: 3166.750244
	Iteration 30Q: 3 clusters Score -1538307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1538309.250000 Penalty: 3166.750244
	Iteration 31Q: 3 clusters Score -1538309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1538309.750000 Penalty: 3166.750244
	Iteration 32Q: 3 clusters Score -1538310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1538309.750000 Penalty: 3166.750244
	Iteration 33F: 3 clusters Score -1538310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -22078.937500 Penalty: 931.667969
	Iteration 0F: 2 clusters Score -22078.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21287.259766 Penalty: 1863.335938
	Iteration 0F: 3 clusters Score -21287.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21713.648438 Penalty: 1863.335938
	Iteration 1F: 3 clusters Score -21713.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21815.730469 Penalty: 1863.335938
	Iteration 2F: 3 clusters Score -21815.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21857.994141 Penalty: 1863.335938
	Iteration 3Q: 3 clusters Score -21857.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21910.800781 Penalty: 1863.335938
	Iteration 4Q: 3 clusters Score -21910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21962.462891 Penalty: 1863.335938
	Iteration 5Q: 3 clusters Score -21962.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21987.425781 Penalty: 1863.335938
	Iteration 6Q: 3 clusters Score -21987.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21995.351562 Penalty: 1863.335938
	Iteration 7Q: 3 clusters Score -21995.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21998.445312 Penalty: 1863.335938
	Iteration 8Q: 3 clusters Score -21998.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21998.445312 Penalty: 1863.335938
	Iteration 9F: 3 clusters Score -21998.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Entering Unmasked Estep 
Score: -317390.250000 Penalty: 1327.425049
	Iteration 0F: 2 clusters Score -317390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -314308.906250 Penalty: 2654.850098
	Iteration 0F: 3 clusters Score -314308.9 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -315137.875000 Penalty: 2654.850098
	Iteration 1F: 3 clusters Score -315137.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -315288.187500 Penalty: 2654.850098
	Iteration 2F: 3 clusters Score -315288.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -315369.187500 Penalty: 2654.850098
	Iteration 3Q: 3 clusters Score -315369.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -315414.531250 Penalty: 2654.850098
	Iteration 4Q: 3 clusters Score -315414.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -315450.750000 Penalty: 2654.850098
	Iteration 5Q: 3 clusters Score -315450.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -315475.281250 Penalty: 2654.850098
	Iteration 6Q: 3 clusters Score -315475.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -315500.625000 Penalty: 2654.850098
	Iteration 7Q: 3 clusters Score -315500.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -315516.812500 Penalty: 2654.850098
	Iteration 8Q: 3 clusters Score -315516.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -315531.843750 Penalty: 2654.850098
	Iteration 9Q: 3 clusters Score -315531.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -315545.343750 Penalty: 2654.850098
	Iteration 10Q: 3 clusters Score -315545.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -315556.125000 Penalty: 2654.850098
	Iteration 11Q: 3 clusters Score -315556.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -315569.500000 Penalty: 2654.850098
	Iteration 12Q: 3 clusters Score -315569.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -315581.718750 Penalty: 2654.850098
	Iteration 13Q: 3 clusters Score -315581.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -315593.937500 Penalty: 2654.850098
	Iteration 14Q: 3 clusters Score -315593.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -315606.562500 Penalty: 2654.850098
	Iteration 15Q: 3 clusters Score -315606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -315615.312500 Penalty: 2654.850098
	Iteration 16Q: 3 clusters Score -315615.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -315622.281250 Penalty: 2654.850098
	Iteration 17Q: 3 clusters Score -315622.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -315628.406250 Penalty: 2654.850098
	Iteration 18Q: 3 clusters Score -315628.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -315639.093750 Penalty: 2654.850098
	Iteration 19Q: 3 clusters Score -315639.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -315648.312500 Penalty: 2654.850098
	Iteration 20F: 3 clusters Score -315648.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -315658.406250 Penalty: 2654.850098
	Iteration 21Q: 3 clusters Score -315658.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -315666.000000 Penalty: 2654.850098
	Iteration 22Q: 3 clusters Score -315666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -315673.000000 Penalty: 2654.850098
	Iteration 23Q: 3 clusters Score -315673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -315680.968750 Penalty: 2654.850098
	Iteration 24Q: 3 clusters Score -315681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -315687.093750 Penalty: 2654.850098
	Iteration 25Q: 3 clusters Score -315687.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -315692.156250 Penalty: 2654.850098
	Iteration 26Q: 3 clusters Score -315692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -315696.500000 Penalty: 2654.850098
	Iteration 27Q: 3 clusters Score -315696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -315700.437500 Penalty: 2654.850098
	Iteration 28Q: 3 clusters Score -315700.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -315706.000000 Penalty: 2654.850098
	Iteration 29Q: 3 clusters Score -315706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -315712.500000 Penalty: 2654.850098
	Iteration 30Q: 3 clusters Score -315712.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -315717.281250 Penalty: 2654.850098
	Iteration 31Q: 3 clusters Score -315717.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -315724.593750 Penalty: 2654.850098
	Iteration 32Q: 3 clusters Score -315724.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -315729.593750 Penalty: 2654.850098
	Iteration 33Q: 3 clusters Score -315729.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -315732.375000 Penalty: 2654.850098
	Iteration 34Q: 3 clusters Score -315732.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -315736.687500 Penalty: 2654.850098
	Iteration 35Q: 3 clusters Score -315736.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -315742.906250 Penalty: 2654.850098
	Iteration 36Q: 3 clusters Score -315742.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -315748.593750 Penalty: 2654.850098
	Iteration 37Q: 3 clusters Score -315748.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -315754.562500 Penalty: 2654.850098
	Iteration 38Q: 3 clusters Score -315754.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -315760.312500 Penalty: 2654.850098
	Iteration 39Q: 3 clusters Score -315760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -315763.406250 Penalty: 2654.850098
	Iteration 40F: 3 clusters Score -315763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -315766.156250 Penalty: 2654.850098
	Iteration 41Q: 3 clusters Score -315766.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -315768.375000 Penalty: 2654.850098
	Iteration 42Q: 3 clusters Score -315768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -315771.281250 Penalty: 2654.850098
	Iteration 43Q: 3 clusters Score -315771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -315773.156250 Penalty: 2654.850098
	Iteration 44Q: 3 clusters Score -315773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -315774.062500 Penalty: 2654.850098
	Iteration 45Q: 3 clusters Score -315774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -315776.218750 Penalty: 2654.850098
	Iteration 46Q: 3 clusters Score -315776.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -315778.062500 Penalty: 2654.850098
	Iteration 47Q: 3 clusters Score -315778.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -315781.437500 Penalty: 2654.850098
	Iteration 48Q: 3 clusters Score -315781.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -315786.500000 Penalty: 2654.850098
	Iteration 49Q: 3 clusters Score -315786.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -315791.218750 Penalty: 2654.850098
	Iteration 50Q: 3 clusters Score -315791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -315795.406250 Penalty: 2654.850098
	Iteration 51Q: 3 clusters Score -315795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -315799.843750 Penalty: 2654.850098
	Iteration 52Q: 3 clusters Score -315799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -315802.218750 Penalty: 2654.850098
	Iteration 53Q: 3 clusters Score -315802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -315805.312500 Penalty: 2654.850098
	Iteration 54Q: 3 clusters Score -315805.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -315809.218750 Penalty: 2654.850098
	Iteration 55Q: 3 clusters Score -315809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -315812.812500 Penalty: 2654.850098
	Iteration 56Q: 3 clusters Score -315812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -315814.687500 Penalty: 2654.850098
	Iteration 57Q: 3 clusters Score -315814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -315818.000000 Penalty: 2654.850098
	Iteration 58Q: 3 clusters Score -315818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -315824.906250 Penalty: 2654.850098
	Iteration 59Q: 3 clusters Score -315824.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -315833.062500 Penalty: 2654.850098
	Iteration 60F: 3 clusters Score -315833.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -315842.531250 Penalty: 2654.850098
	Iteration 61Q: 3 clusters Score -315842.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -315850.750000 Penalty: 2654.850098
	Iteration 62Q: 3 clusters Score -315850.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -315857.343750 Penalty: 2654.850098
	Iteration 63Q: 3 clusters Score -315857.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -315863.562500 Penalty: 2654.850098
	Iteration 64Q: 3 clusters Score -315863.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -315868.875000 Penalty: 2654.850098
	Iteration 65Q: 3 clusters Score -315868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -315874.343750 Penalty: 2654.850098
	Iteration 66Q: 3 clusters Score -315874.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -315881.218750 Penalty: 2654.850098
	Iteration 67Q: 3 clusters Score -315881.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -315889.937500 Penalty: 2654.850098
	Iteration 68Q: 3 clusters Score -315889.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -315895.968750 Penalty: 2654.850098
	Iteration 69Q: 3 clusters Score -315896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -315904.437500 Penalty: 2654.850098
	Iteration 70Q: 3 clusters Score -315904.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -315908.250000 Penalty: 2654.850098
	Iteration 71Q: 3 clusters Score -315908.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -315911.531250 Penalty: 2654.850098
	Iteration 72Q: 3 clusters Score -315911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -315915.625000 Penalty: 2654.850098
	Iteration 73Q: 3 clusters Score -315915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -315916.687500 Penalty: 2654.850098
	Iteration 74Q: 3 clusters Score -315916.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -315918.062500 Penalty: 2654.850098
	Iteration 75Q: 3 clusters Score -315918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -315918.750000 Penalty: 2654.850098
	Iteration 76Q: 3 clusters Score -315918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -315919.312500 Penalty: 2654.850098
	Iteration 77Q: 3 clusters Score -315919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -315920.343750 Penalty: 2654.850098
	Iteration 78Q: 3 clusters Score -315920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -315921.625000 Penalty: 2654.850098
	Iteration 79Q: 3 clusters Score -315921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -315921.625000 Penalty: 2654.850098
	Iteration 80F: 3 clusters Score -315921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (278981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278981 members 
Entering Unmasked Estep 
Score: -24991606.000000 Penalty: 2037.571167
	Iteration 0F: 2 clusters Score -2.499161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139708 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -24814190.000000 Penalty: 4075.142334
	Iteration 0F: 3 clusters Score -2.481419e+07 nChanged 135695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141135 members 
Mstep: Class 2 contains 137846 members 
Entering Unmasked Estep 
Score: -24895394.000000 Penalty: 4075.142334
	Iteration 1F: 3 clusters Score -2.489539e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -24897000.000000 Penalty: 4075.142334
	Iteration 2Q: 3 clusters Score -2.4897e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145511 members 
Mstep: Class 2 contains 133470 members 
Entering Unmasked Estep 
Score: -24899590.000000 Penalty: 4075.142334
	Iteration 3Q: 3 clusters Score -2.489959e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 129481 members 
Entering Unmasked Estep 
Score: -24903632.000000 Penalty: 4075.142334
	Iteration 4Q: 3 clusters Score -2.490363e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155393 members 
Mstep: Class 2 contains 123588 members 
Entering Unmasked Estep 
Score: -24909858.000000 Penalty: 4075.142334
	Iteration 5Q: 3 clusters Score -2.490986e+07 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163682 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -24919244.000000 Penalty: 4075.142334
	Iteration 6F: 3 clusters Score -2.491924e+07 nChanged 18297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173603 members 
Mstep: Class 2 contains 105378 members 
Entering Unmasked Estep 
Score: -24932842.000000 Penalty: 4075.142334
	Iteration 7F: 3 clusters Score -2.493284e+07 nChanged 19410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183191 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -24949122.000000 Penalty: 4075.142334
	Iteration 8F: 3 clusters Score -2.494912e+07 nChanged 18053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189918 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -24963356.000000 Penalty: 4075.142334
	Iteration 9F: 3 clusters Score -2.496336e+07 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193463 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -24971632.000000 Penalty: 4075.142334
	Iteration 10Q: 3 clusters Score -2.497163e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195537 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -24974920.000000 Penalty: 4075.142334
	Iteration 11Q: 3 clusters Score -2.497492e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197266 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -24976756.000000 Penalty: 4075.142334
	Iteration 12Q: 3 clusters Score -2.497676e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198753 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -24977986.000000 Penalty: 4075.142334
	Iteration 13Q: 3 clusters Score -2.497799e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200072 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -24979170.000000 Penalty: 4075.142334
	Iteration 14Q: 3 clusters Score -2.497917e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201368 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -24980292.000000 Penalty: 4075.142334
	Iteration 15Q: 3 clusters Score -2.498029e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202659 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -24981292.000000 Penalty: 4075.142334
	Iteration 16Q: 3 clusters Score -2.498129e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203876 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -24982084.000000 Penalty: 4075.142334
	Iteration 17Q: 3 clusters Score -2.498208e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204974 members 
Mstep: Class 2 contains 74007 members 
Entering Unmasked Estep 
Score: -24982804.000000 Penalty: 4075.142334
	Iteration 18Q: 3 clusters Score -2.49828e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205998 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -24983086.000000 Penalty: 4075.142334
	Iteration 19Q: 3 clusters Score -2.498309e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206981 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -24983508.000000 Penalty: 4075.142334
	Iteration 20F: 3 clusters Score -2.498351e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207909 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -24983768.000000 Penalty: 4075.142334
	Iteration 21Q: 3 clusters Score -2.498377e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208734 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -24983890.000000 Penalty: 4075.142334
	Iteration 22Q: 3 clusters Score -2.498389e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209458 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -24983902.000000 Penalty: 4075.142334
	Iteration 23Q: 3 clusters Score -2.49839e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210118 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
Score: -24983846.000000 Penalty: 4075.142334
	Iteration 24Q: 3 clusters Score -2.498385e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210752 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -24983858.000000 Penalty: 4075.142334
	Iteration 25Q: 3 clusters Score -2.498386e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211325 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -24983914.000000 Penalty: 4075.142334
	Iteration 26Q: 3 clusters Score -2.498391e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211923 members 
Mstep: Class 2 contains 67058 members 
Entering Unmasked Estep 
Score: -24983934.000000 Penalty: 4075.142334
	Iteration 27Q: 3 clusters Score -2.498393e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212502 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -24983928.000000 Penalty: 4075.142334
	Iteration 28Q: 3 clusters Score -2.498393e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213084 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -24983912.000000 Penalty: 4075.142334
	Iteration 29Q: 3 clusters Score -2.498391e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213595 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -24983980.000000 Penalty: 4075.142334
	Iteration 30Q: 3 clusters Score -2.498398e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214090 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -24983940.000000 Penalty: 4075.142334
	Iteration 31Q: 3 clusters Score -2.498394e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214541 members 
Mstep: Class 2 contains 64440 members 
Entering Unmasked Estep 
Score: -24983890.000000 Penalty: 4075.142334
	Iteration 32Q: 3 clusters Score -2.498389e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215007 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -24983810.000000 Penalty: 4075.142334
	Iteration 33Q: 3 clusters Score -2.498381e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215451 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -24983840.000000 Penalty: 4075.142334
	Iteration 34Q: 3 clusters Score -2.498384e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215881 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -24983798.000000 Penalty: 4075.142334
	Iteration 35Q: 3 clusters Score -2.49838e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216325 members 
Mstep: Class 2 contains 62656 members 
Entering Unmasked Estep 
Score: -24983806.000000 Penalty: 4075.142334
	Iteration 36Q: 3 clusters Score -2.498381e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216765 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -24983838.000000 Penalty: 4075.142334
	Iteration 37Q: 3 clusters Score -2.498384e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217179 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -24983878.000000 Penalty: 4075.142334
	Iteration 38Q: 3 clusters Score -2.498388e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217581 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -24983832.000000 Penalty: 4075.142334
	Iteration 39Q: 3 clusters Score -2.498383e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217929 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -24983792.000000 Penalty: 4075.142334
	Iteration 40F: 3 clusters Score -2.498379e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218292 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -24983826.000000 Penalty: 4075.142334
	Iteration 41Q: 3 clusters Score -2.498383e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218650 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -24983916.000000 Penalty: 4075.142334
	Iteration 42Q: 3 clusters Score -2.498392e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219017 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -24983906.000000 Penalty: 4075.142334
	Iteration 43Q: 3 clusters Score -2.498391e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219388 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -24983916.000000 Penalty: 4075.142334
	Iteration 44Q: 3 clusters Score -2.498392e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219782 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -24983878.000000 Penalty: 4075.142334
	Iteration 45Q: 3 clusters Score -2.498388e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220183 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -24983862.000000 Penalty: 4075.142334
	Iteration 46Q: 3 clusters Score -2.498386e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220574 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -24983868.000000 Penalty: 4075.142334
	Iteration 47Q: 3 clusters Score -2.498387e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220942 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -24983902.000000 Penalty: 4075.142334
	Iteration 48Q: 3 clusters Score -2.49839e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221319 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -24983872.000000 Penalty: 4075.142334
	Iteration 49Q: 3 clusters Score -2.498387e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221681 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -24983778.000000 Penalty: 4075.142334
	Iteration 50Q: 3 clusters Score -2.498378e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222050 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -24983864.000000 Penalty: 4075.142334
	Iteration 51Q: 3 clusters Score -2.498386e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222431 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -24983858.000000 Penalty: 4075.142334
	Iteration 52Q: 3 clusters Score -2.498386e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222787 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -24983862.000000 Penalty: 4075.142334
	Iteration 53Q: 3 clusters Score -2.498386e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223144 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -24983818.000000 Penalty: 4075.142334
	Iteration 54Q: 3 clusters Score -2.498382e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223526 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -24983824.000000 Penalty: 4075.142334
	Iteration 55Q: 3 clusters Score -2.498382e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223901 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -24983752.000000 Penalty: 4075.142334
	Iteration 56Q: 3 clusters Score -2.498375e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224255 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -24983792.000000 Penalty: 4075.142334
	Iteration 57Q: 3 clusters Score -2.498379e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224595 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -24983746.000000 Penalty: 4075.142334
	Iteration 58Q: 3 clusters Score -2.498375e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224901 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -24983752.000000 Penalty: 4075.142334
	Iteration 59Q: 3 clusters Score -2.498375e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225266 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -24983794.000000 Penalty: 4075.142334
	Iteration 60F: 3 clusters Score -2.498379e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225632 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -24983834.000000 Penalty: 4075.142334
	Iteration 61Q: 3 clusters Score -2.498383e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225969 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -24983864.000000 Penalty: 4075.142334
	Iteration 62Q: 3 clusters Score -2.498386e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226302 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -24983798.000000 Penalty: 4075.142334
	Iteration 63Q: 3 clusters Score -2.49838e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226648 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -24983780.000000 Penalty: 4075.142334
	Iteration 64Q: 3 clusters Score -2.498378e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227011 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -24983818.000000 Penalty: 4075.142334
	Iteration 65Q: 3 clusters Score -2.498382e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227355 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -24983812.000000 Penalty: 4075.142334
	Iteration 66Q: 3 clusters Score -2.498381e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227707 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -24983842.000000 Penalty: 4075.142334
	Iteration 67Q: 3 clusters Score -2.498384e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228056 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -24983798.000000 Penalty: 4075.142334
	Iteration 68Q: 3 clusters Score -2.49838e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228416 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -24983830.000000 Penalty: 4075.142334
	Iteration 69Q: 3 clusters Score -2.498383e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228795 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -24983858.000000 Penalty: 4075.142334
	Iteration 70Q: 3 clusters Score -2.498386e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229143 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -24983832.000000 Penalty: 4075.142334
	Iteration 71Q: 3 clusters Score -2.498383e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229465 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -24983808.000000 Penalty: 4075.142334
	Iteration 72Q: 3 clusters Score -2.498381e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229763 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -24983848.000000 Penalty: 4075.142334
	Iteration 73Q: 3 clusters Score -2.498385e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230056 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -24983888.000000 Penalty: 4075.142334
	Iteration 74Q: 3 clusters Score -2.498389e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230352 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -24983890.000000 Penalty: 4075.142334
	Iteration 75Q: 3 clusters Score -2.498389e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230671 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -24983874.000000 Penalty: 4075.142334
	Iteration 76Q: 3 clusters Score -2.498387e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230985 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -24983908.000000 Penalty: 4075.142334
	Iteration 77Q: 3 clusters Score -2.498391e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231321 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -24983862.000000 Penalty: 4075.142334
	Iteration 78Q: 3 clusters Score -2.498386e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231665 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -24983860.000000 Penalty: 4075.142334
	Iteration 79Q: 3 clusters Score -2.498386e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231988 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -24983964.000000 Penalty: 4075.142334
	Iteration 80F: 3 clusters Score -2.498396e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232308 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -24983990.000000 Penalty: 4075.142334
	Iteration 81Q: 3 clusters Score -2.498399e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232649 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -24984042.000000 Penalty: 4075.142334
	Iteration 82Q: 3 clusters Score -2.498404e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232954 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -24984042.000000 Penalty: 4075.142334
	Iteration 83Q: 3 clusters Score -2.498404e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233264 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -24984052.000000 Penalty: 4075.142334
	Iteration 84Q: 3 clusters Score -2.498405e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233557 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -24984070.000000 Penalty: 4075.142334
	Iteration 85Q: 3 clusters Score -2.498407e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233833 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -24984100.000000 Penalty: 4075.142334
	Iteration 86Q: 3 clusters Score -2.49841e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234130 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -24984138.000000 Penalty: 4075.142334
	Iteration 87Q: 3 clusters Score -2.498414e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234425 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -24984136.000000 Penalty: 4075.142334
	Iteration 88Q: 3 clusters Score -2.498414e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234728 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -24984170.000000 Penalty: 4075.142334
	Iteration 89Q: 3 clusters Score -2.498417e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235032 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -24984174.000000 Penalty: 4075.142334
	Iteration 90Q: 3 clusters Score -2.498417e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235333 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -24984134.000000 Penalty: 4075.142334
	Iteration 91Q: 3 clusters Score -2.498413e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235625 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -24984108.000000 Penalty: 4075.142334
	Iteration 92Q: 3 clusters Score -2.498411e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235929 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -24984114.000000 Penalty: 4075.142334
	Iteration 93Q: 3 clusters Score -2.498411e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236228 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -24984166.000000 Penalty: 4075.142334
	Iteration 94Q: 3 clusters Score -2.498417e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236511 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -24984196.000000 Penalty: 4075.142334
	Iteration 95Q: 3 clusters Score -2.49842e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236824 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -24984188.000000 Penalty: 4075.142334
	Iteration 96Q: 3 clusters Score -2.498419e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237161 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -24984176.000000 Penalty: 4075.142334
	Iteration 97Q: 3 clusters Score -2.498418e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237499 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -24984154.000000 Penalty: 4075.142334
	Iteration 98Q: 3 clusters Score -2.498415e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237850 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -24984170.000000 Penalty: 4075.142334
	Iteration 99Q: 3 clusters Score -2.498417e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238209 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -24984186.000000 Penalty: 4075.142334
	Iteration 100F: 3 clusters Score -2.498419e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238570 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -24984166.000000 Penalty: 4075.142334
	Iteration 101Q: 3 clusters Score -2.498417e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238943 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -24984138.000000 Penalty: 4075.142334
	Iteration 102Q: 3 clusters Score -2.498414e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239327 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -24984206.000000 Penalty: 4075.142334
	Iteration 103Q: 3 clusters Score -2.498421e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239709 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -24984214.000000 Penalty: 4075.142334
	Iteration 104Q: 3 clusters Score -2.498421e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240085 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -24984226.000000 Penalty: 4075.142334
	Iteration 105Q: 3 clusters Score -2.498423e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240459 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -24984206.000000 Penalty: 4075.142334
	Iteration 106Q: 3 clusters Score -2.498421e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240806 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -24984238.000000 Penalty: 4075.142334
	Iteration 107Q: 3 clusters Score -2.498424e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241138 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -24984262.000000 Penalty: 4075.142334
	Iteration 108Q: 3 clusters Score -2.498426e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241457 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -24984256.000000 Penalty: 4075.142334
	Iteration 109Q: 3 clusters Score -2.498426e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241772 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -24984270.000000 Penalty: 4075.142334
	Iteration 110Q: 3 clusters Score -2.498427e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242096 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -24984270.000000 Penalty: 4075.142334
	Iteration 111Q: 3 clusters Score -2.498427e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242418 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -24984318.000000 Penalty: 4075.142334
	Iteration 112Q: 3 clusters Score -2.498432e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242756 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -24984348.000000 Penalty: 4075.142334
	Iteration 113Q: 3 clusters Score -2.498435e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243117 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -24984334.000000 Penalty: 4075.142334
	Iteration 114Q: 3 clusters Score -2.498433e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243474 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -24984422.000000 Penalty: 4075.142334
	Iteration 115Q: 3 clusters Score -2.498442e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243820 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -24984448.000000 Penalty: 4075.142334
	Iteration 116Q: 3 clusters Score -2.498445e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244205 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -24984528.000000 Penalty: 4075.142334
	Iteration 117Q: 3 clusters Score -2.498453e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244635 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -24984552.000000 Penalty: 4075.142334
	Iteration 118Q: 3 clusters Score -2.498455e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245093 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -24984650.000000 Penalty: 4075.142334
	Iteration 119Q: 3 clusters Score -2.498465e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245539 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -24984574.000000 Penalty: 4075.142334
	Iteration 120F: 3 clusters Score -2.498457e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245993 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -24984586.000000 Penalty: 4075.142334
	Iteration 121Q: 3 clusters Score -2.498459e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246445 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -24984682.000000 Penalty: 4075.142334
	Iteration 122Q: 3 clusters Score -2.498468e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246913 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -24984658.000000 Penalty: 4075.142334
	Iteration 123Q: 3 clusters Score -2.498466e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247346 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -24984706.000000 Penalty: 4075.142334
	Iteration 124Q: 3 clusters Score -2.498471e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247809 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -24984728.000000 Penalty: 4075.142334
	Iteration 125Q: 3 clusters Score -2.498473e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248292 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -24984812.000000 Penalty: 4075.142334
	Iteration 126Q: 3 clusters Score -2.498481e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248798 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -24984834.000000 Penalty: 4075.142334
	Iteration 127Q: 3 clusters Score -2.498483e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249303 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -24984918.000000 Penalty: 4075.142334
	Iteration 128Q: 3 clusters Score -2.498492e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249838 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -24985058.000000 Penalty: 4075.142334
	Iteration 129Q: 3 clusters Score -2.498506e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250388 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -24985032.000000 Penalty: 4075.142334
	Iteration 130Q: 3 clusters Score -2.498503e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250937 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -24985086.000000 Penalty: 4075.142334
	Iteration 131Q: 3 clusters Score -2.498509e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251499 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -24985168.000000 Penalty: 4075.142334
	Iteration 132Q: 3 clusters Score -2.498517e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252079 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -24985282.000000 Penalty: 4075.142334
	Iteration 133Q: 3 clusters Score -2.498528e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252666 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -24985364.000000 Penalty: 4075.142334
	Iteration 134Q: 3 clusters Score -2.498536e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253269 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -24985438.000000 Penalty: 4075.142334
	Iteration 135Q: 3 clusters Score -2.498544e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253884 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -24985524.000000 Penalty: 4075.142334
	Iteration 136Q: 3 clusters Score -2.498552e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254518 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -24985600.000000 Penalty: 4075.142334
	Iteration 137Q: 3 clusters Score -2.49856e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255137 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -24985704.000000 Penalty: 4075.142334
	Iteration 138Q: 3 clusters Score -2.49857e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255783 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -24985826.000000 Penalty: 4075.142334
	Iteration 139Q: 3 clusters Score -2.498583e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256383 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -24985980.000000 Penalty: 4075.142334
	Iteration 140F: 3 clusters Score -2.498598e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257041 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -24986056.000000 Penalty: 4075.142334
	Iteration 141Q: 3 clusters Score -2.498606e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257698 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -24986194.000000 Penalty: 4075.142334
	Iteration 142Q: 3 clusters Score -2.498619e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258363 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -24986336.000000 Penalty: 4075.142334
	Iteration 143Q: 3 clusters Score -2.498634e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259029 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -24986474.000000 Penalty: 4075.142334
	Iteration 144Q: 3 clusters Score -2.498647e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259668 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -24986514.000000 Penalty: 4075.142334
	Iteration 145Q: 3 clusters Score -2.498651e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260309 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -24986690.000000 Penalty: 4075.142334
	Iteration 146Q: 3 clusters Score -2.498669e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260961 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -24986872.000000 Penalty: 4075.142334
	Iteration 147Q: 3 clusters Score -2.498687e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261585 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -24987002.000000 Penalty: 4075.142334
	Iteration 148Q: 3 clusters Score -2.4987e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262182 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -24987098.000000 Penalty: 4075.142334
	Iteration 149Q: 3 clusters Score -2.49871e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262768 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -24987272.000000 Penalty: 4075.142334
	Iteration 150Q: 3 clusters Score -2.498727e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263352 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -24987422.000000 Penalty: 4075.142334
	Iteration 151Q: 3 clusters Score -2.498742e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263928 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -24987542.000000 Penalty: 4075.142334
	Iteration 152Q: 3 clusters Score -2.498754e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264468 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -24987676.000000 Penalty: 4075.142334
	Iteration 153Q: 3 clusters Score -2.498768e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265009 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -24987822.000000 Penalty: 4075.142334
	Iteration 154Q: 3 clusters Score -2.498782e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265566 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -24987946.000000 Penalty: 4075.142334
	Iteration 155Q: 3 clusters Score -2.498795e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266078 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -24988124.000000 Penalty: 4075.142334
	Iteration 156Q: 3 clusters Score -2.498812e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266566 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -24988268.000000 Penalty: 4075.142334
	Iteration 157Q: 3 clusters Score -2.498827e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267047 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -24988512.000000 Penalty: 4075.142334
	Iteration 158Q: 3 clusters Score -2.498851e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267546 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -24988660.000000 Penalty: 4075.142334
	Iteration 159Q: 3 clusters Score -2.498866e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268021 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -24988748.000000 Penalty: 4075.142334
	Iteration 160F: 3 clusters Score -2.498875e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268420 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -24988852.000000 Penalty: 4075.142334
	Iteration 161Q: 3 clusters Score -2.498885e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268792 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -24988950.000000 Penalty: 4075.142334
	Iteration 162Q: 3 clusters Score -2.498895e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269140 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -24989070.000000 Penalty: 4075.142334
	Iteration 163Q: 3 clusters Score -2.498907e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269465 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -24989132.000000 Penalty: 4075.142334
	Iteration 164Q: 3 clusters Score -2.498913e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269810 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -24989244.000000 Penalty: 4075.142334
	Iteration 165Q: 3 clusters Score -2.498924e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270099 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -24989248.000000 Penalty: 4075.142334
	Iteration 166Q: 3 clusters Score -2.498925e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270375 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -24989374.000000 Penalty: 4075.142334
	Iteration 167Q: 3 clusters Score -2.498937e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270673 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -24989424.000000 Penalty: 4075.142334
	Iteration 168Q: 3 clusters Score -2.498942e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270976 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -24989526.000000 Penalty: 4075.142334
	Iteration 169Q: 3 clusters Score -2.498953e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271249 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -24989602.000000 Penalty: 4075.142334
	Iteration 170Q: 3 clusters Score -2.49896e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271529 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -24989642.000000 Penalty: 4075.142334
	Iteration 171Q: 3 clusters Score -2.498964e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271781 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -24989724.000000 Penalty: 4075.142334
	Iteration 172Q: 3 clusters Score -2.498972e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271994 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -24989788.000000 Penalty: 4075.142334
	Iteration 173Q: 3 clusters Score -2.498979e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272177 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -24989830.000000 Penalty: 4075.142334
	Iteration 174Q: 3 clusters Score -2.498983e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272368 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -24989822.000000 Penalty: 4075.142334
	Iteration 175Q: 3 clusters Score -2.498982e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272551 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -24989878.000000 Penalty: 4075.142334
	Iteration 176Q: 3 clusters Score -2.498988e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272735 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -24989928.000000 Penalty: 4075.142334
	Iteration 177Q: 3 clusters Score -2.498993e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272886 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -24989972.000000 Penalty: 4075.142334
	Iteration 178Q: 3 clusters Score -2.498997e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273041 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -24990022.000000 Penalty: 4075.142334
	Iteration 179Q: 3 clusters Score -2.499002e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273189 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -24990010.000000 Penalty: 4075.142334
	Iteration 180F: 3 clusters Score -2.499001e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273322 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -24990080.000000 Penalty: 4075.142334
	Iteration 181Q: 3 clusters Score -2.499008e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273442 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -24990064.000000 Penalty: 4075.142334
	Iteration 182Q: 3 clusters Score -2.499006e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273544 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -24990046.000000 Penalty: 4075.142334
	Iteration 183Q: 3 clusters Score -2.499005e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273649 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -24990108.000000 Penalty: 4075.142334
	Iteration 184Q: 3 clusters Score -2.499011e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273733 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -24990116.000000 Penalty: 4075.142334
	Iteration 185Q: 3 clusters Score -2.499012e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273828 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -24990152.000000 Penalty: 4075.142334
	Iteration 186Q: 3 clusters Score -2.499015e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273900 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -24990176.000000 Penalty: 4075.142334
	Iteration 187Q: 3 clusters Score -2.499018e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273966 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -24990170.000000 Penalty: 4075.142334
	Iteration 188Q: 3 clusters Score -2.499017e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274032 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -24990216.000000 Penalty: 4075.142334
	Iteration 189Q: 3 clusters Score -2.499022e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274103 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -24990236.000000 Penalty: 4075.142334
	Iteration 190Q: 3 clusters Score -2.499024e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274171 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -24990230.000000 Penalty: 4075.142334
	Iteration 191Q: 3 clusters Score -2.499023e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274239 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -24990242.000000 Penalty: 4075.142334
	Iteration 192Q: 3 clusters Score -2.499024e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274313 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -24990242.000000 Penalty: 4075.142334
	Iteration 193Q: 3 clusters Score -2.499024e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274367 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -24990256.000000 Penalty: 4075.142334
	Iteration 194Q: 3 clusters Score -2.499026e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274408 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -24990262.000000 Penalty: 4075.142334
	Iteration 195Q: 3 clusters Score -2.499026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274432 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -24990268.000000 Penalty: 4075.142334
	Iteration 196Q: 3 clusters Score -2.499027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274446 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -24990268.000000 Penalty: 4075.142334
	Iteration 197Q: 3 clusters Score -2.499027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274468 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -24990268.000000 Penalty: 4075.142334
	Iteration 198Q: 3 clusters Score -2.499027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274482 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -24990262.000000 Penalty: 4075.142334
	Iteration 199Q: 3 clusters Score -2.499026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274503 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -24990262.000000 Penalty: 4075.142334
	Iteration 200F: 3 clusters Score -2.499026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274529 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -24990270.000000 Penalty: 4075.142334
	Iteration 201Q: 3 clusters Score -2.499027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274544 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -24990270.000000 Penalty: 4075.142334
	Iteration 202Q: 3 clusters Score -2.499027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274554 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -24990270.000000 Penalty: 4075.142334
	Iteration 203Q: 3 clusters Score -2.499027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274558 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -24990276.000000 Penalty: 4075.142334
	Iteration 204Q: 3 clusters Score -2.499028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274566 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -24990272.000000 Penalty: 4075.142334
	Iteration 205Q: 3 clusters Score -2.499027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274577 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -24990288.000000 Penalty: 4075.142334
	Iteration 206Q: 3 clusters Score -2.499029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274581 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -24990292.000000 Penalty: 4075.142334
	Iteration 207Q: 3 clusters Score -2.499029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274582 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -24990282.000000 Penalty: 4075.142334
	Iteration 208Q: 3 clusters Score -2.499028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274585 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -24990292.000000 Penalty: 4075.142334
	Iteration 209Q: 3 clusters Score -2.499029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274589 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -24990284.000000 Penalty: 4075.142334
	Iteration 210Q: 3 clusters Score -2.499028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274592 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -24990278.000000 Penalty: 4075.142334
	Iteration 211Q: 3 clusters Score -2.499028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274598 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -24990286.000000 Penalty: 4075.142334
	Iteration 212Q: 3 clusters Score -2.499029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274603 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -24990304.000000 Penalty: 4075.142334
	Iteration 213Q: 3 clusters Score -2.49903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274607 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -24990290.000000 Penalty: 4075.142334
	Iteration 214Q: 3 clusters Score -2.499029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274614 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -24990280.000000 Penalty: 4075.142334
	Iteration 215Q: 3 clusters Score -2.499028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274617 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -24990296.000000 Penalty: 4075.142334
	Iteration 216Q: 3 clusters Score -2.49903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274621 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -24990286.000000 Penalty: 4075.142334
	Iteration 217Q: 3 clusters Score -2.499029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274622 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -24990290.000000 Penalty: 4075.142334
	Iteration 218Q: 3 clusters Score -2.499029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274623 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -24990290.000000 Penalty: 4075.142334
	Iteration 219Q: 3 clusters Score -2.499029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274626 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -24990272.000000 Penalty: 4075.142334
	Iteration 220F: 3 clusters Score -2.499027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274629 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -24990280.000000 Penalty: 4075.142334
	Iteration 221Q: 3 clusters Score -2.499028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274630 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -24990282.000000 Penalty: 4075.142334
	Iteration 222Q: 3 clusters Score -2.499028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274631 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -24990290.000000 Penalty: 4075.142334
	Iteration 223Q: 3 clusters Score -2.499029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274632 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -24990310.000000 Penalty: 4075.142334
	Iteration 224Q: 3 clusters Score -2.499031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274633 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -24990312.000000 Penalty: 4075.142334
	Iteration 225Q: 3 clusters Score -2.499031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274633 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -24990312.000000 Penalty: 4075.142334
	Iteration 226F: 3 clusters Score -2.499031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Entering Unmasked Estep 
Score: -658967.250000 Penalty: 1449.866943
	Iteration 0F: 2 clusters Score -658967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -653429.375000 Penalty: 2899.733887
	Iteration 0F: 3 clusters Score -653429.4 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -655076.812500 Penalty: 2899.733887
	Iteration 1F: 3 clusters Score -655076.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -655295.562500 Penalty: 2899.733887
	Iteration 2F: 3 clusters Score -655295.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -655451.250000 Penalty: 2899.733887
	Iteration 3Q: 3 clusters Score -655451.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -655583.625000 Penalty: 2899.733887
	Iteration 4Q: 3 clusters Score -655583.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -655708.125000 Penalty: 2899.733887
	Iteration 5Q: 3 clusters Score -655708.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -655868.062500 Penalty: 2899.733887
	Iteration 6Q: 3 clusters Score -655868.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -656088.125000 Penalty: 2899.733887
	Iteration 7Q: 3 clusters Score -656088.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -656373.562500 Penalty: 2899.733887
	Iteration 8Q: 3 clusters Score -656373.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -656688.625000 Penalty: 2899.733887
	Iteration 9Q: 3 clusters Score -656688.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -656990.875000 Penalty: 2899.733887
	Iteration 10Q: 3 clusters Score -656990.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -657226.875000 Penalty: 2899.733887
	Iteration 11Q: 3 clusters Score -657226.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -657405.750000 Penalty: 2899.733887
	Iteration 12Q: 3 clusters Score -657405.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -657560.375000 Penalty: 2899.733887
	Iteration 13Q: 3 clusters Score -657560.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -657645.187500 Penalty: 2899.733887
	Iteration 14Q: 3 clusters Score -657645.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -657697.500000 Penalty: 2899.733887
	Iteration 15Q: 3 clusters Score -657697.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -657744.375000 Penalty: 2899.733887
	Iteration 16Q: 3 clusters Score -657744.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -657782.875000 Penalty: 2899.733887
	Iteration 17Q: 3 clusters Score -657782.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -657815.812500 Penalty: 2899.733887
	Iteration 18Q: 3 clusters Score -657815.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -657848.812500 Penalty: 2899.733887
	Iteration 19Q: 3 clusters Score -657848.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -657872.875000 Penalty: 2899.733887
	Iteration 20F: 3 clusters Score -657872.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -657897.687500 Penalty: 2899.733887
	Iteration 21Q: 3 clusters Score -657897.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -657918.562500 Penalty: 2899.733887
	Iteration 22Q: 3 clusters Score -657918.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -657932.187500 Penalty: 2899.733887
	Iteration 23Q: 3 clusters Score -657932.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -657943.937500 Penalty: 2899.733887
	Iteration 24Q: 3 clusters Score -657943.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -657957.500000 Penalty: 2899.733887
	Iteration 25Q: 3 clusters Score -657957.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -657964.375000 Penalty: 2899.733887
	Iteration 26Q: 3 clusters Score -657964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -657970.687500 Penalty: 2899.733887
	Iteration 27Q: 3 clusters Score -657970.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -657975.562500 Penalty: 2899.733887
	Iteration 28Q: 3 clusters Score -657975.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -657978.812500 Penalty: 2899.733887
	Iteration 29Q: 3 clusters Score -657978.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -657980.437500 Penalty: 2899.733887
	Iteration 30Q: 3 clusters Score -657980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -657981.187500 Penalty: 2899.733887
	Iteration 31Q: 3 clusters Score -657981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -657982.312500 Penalty: 2899.733887
	Iteration 32Q: 3 clusters Score -657982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -657981.937500 Penalty: 2899.733887
	Iteration 33Q: 3 clusters Score -657981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -657983.250000 Penalty: 2899.733887
	Iteration 34Q: 3 clusters Score -657983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -657984.062500 Penalty: 2899.733887
	Iteration 35Q: 3 clusters Score -657984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -657986.125000 Penalty: 2899.733887
	Iteration 36Q: 3 clusters Score -657986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -657986.875000 Penalty: 2899.733887
	Iteration 37Q: 3 clusters Score -657986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -657986.937500 Penalty: 2899.733887
	Iteration 38Q: 3 clusters Score -657986.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -657986.750000 Penalty: 2899.733887
	Iteration 39Q: 3 clusters Score -657986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -657987.937500 Penalty: 2899.733887
	Iteration 40F: 3 clusters Score -657987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -170088.750000 Penalty: 1236.441406
	Iteration 0F: 2 clusters Score -170088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -167986.421875 Penalty: 2472.882812
	Iteration 0F: 3 clusters Score -167986.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -168384.000000 Penalty: 2472.882812
	Iteration 1F: 3 clusters Score -168384 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168495.937500 Penalty: 2472.882812
	Iteration 2F: 3 clusters Score -168495.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -168576.328125 Penalty: 2472.882812
	Iteration 3Q: 3 clusters Score -168576.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -168639.765625 Penalty: 2472.882812
	Iteration 4Q: 3 clusters Score -168639.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -168699.406250 Penalty: 2472.882812
	Iteration 5Q: 3 clusters Score -168699.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -168740.265625 Penalty: 2472.882812
	Iteration 6Q: 3 clusters Score -168740.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -168780.984375 Penalty: 2472.882812
	Iteration 7Q: 3 clusters Score -168781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -168816.062500 Penalty: 2472.882812
	Iteration 8Q: 3 clusters Score -168816.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -168841.343750 Penalty: 2472.882812
	Iteration 9Q: 3 clusters Score -168841.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -168862.859375 Penalty: 2472.882812
	Iteration 10Q: 3 clusters Score -168862.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168886.484375 Penalty: 2472.882812
	Iteration 11Q: 3 clusters Score -168886.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -168907.265625 Penalty: 2472.882812
	Iteration 12Q: 3 clusters Score -168907.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -168932.640625 Penalty: 2472.882812
	Iteration 13Q: 3 clusters Score -168932.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -168968.984375 Penalty: 2472.882812
	Iteration 14Q: 3 clusters Score -168969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168997.359375 Penalty: 2472.882812
	Iteration 15Q: 3 clusters Score -168997.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -169013.343750 Penalty: 2472.882812
	Iteration 16Q: 3 clusters Score -169013.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169024.625000 Penalty: 2472.882812
	Iteration 17Q: 3 clusters Score -169024.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -169032.171875 Penalty: 2472.882812
	Iteration 18Q: 3 clusters Score -169032.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -169044.312500 Penalty: 2472.882812
	Iteration 19Q: 3 clusters Score -169044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -169055.078125 Penalty: 2472.882812
	Iteration 20F: 3 clusters Score -169055.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -169060.437500 Penalty: 2472.882812
	Iteration 21Q: 3 clusters Score -169060.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -169068.140625 Penalty: 2472.882812
	Iteration 22Q: 3 clusters Score -169068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -169070.312500 Penalty: 2472.882812
	Iteration 23Q: 3 clusters Score -169070.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -169072.125000 Penalty: 2472.882812
	Iteration 24Q: 3 clusters Score -169072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -169075.093750 Penalty: 2472.882812
	Iteration 25Q: 3 clusters Score -169075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169079.796875 Penalty: 2472.882812
	Iteration 26Q: 3 clusters Score -169079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169083.078125 Penalty: 2472.882812
	Iteration 27Q: 3 clusters Score -169083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -169085.781250 Penalty: 2472.882812
	Iteration 28Q: 3 clusters Score -169085.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -169088.390625 Penalty: 2472.882812
	Iteration 29Q: 3 clusters Score -169088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -169092.468750 Penalty: 2472.882812
	Iteration 30Q: 3 clusters Score -169092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169095.812500 Penalty: 2472.882812
	Iteration 31Q: 3 clusters Score -169095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169099.890625 Penalty: 2472.882812
	Iteration 32Q: 3 clusters Score -169099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169104.515625 Penalty: 2472.882812
	Iteration 33Q: 3 clusters Score -169104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -169107.062500 Penalty: 2472.882812
	Iteration 34Q: 3 clusters Score -169107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -169108.093750 Penalty: 2472.882812
	Iteration 35Q: 3 clusters Score -169108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -169108.328125 Penalty: 2472.882812
	Iteration 36Q: 3 clusters Score -169108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -169109.046875 Penalty: 2472.882812
	Iteration 37Q: 3 clusters Score -169109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -169109.437500 Penalty: 2472.882812
	Iteration 38Q: 3 clusters Score -169109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -169110.140625 Penalty: 2472.882812
	Iteration 39Q: 3 clusters Score -169110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -169110.671875 Penalty: 2472.882812
	Iteration 40F: 3 clusters Score -169110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -169110.968750 Penalty: 2472.882812
	Iteration 41Q: 3 clusters Score -169111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -169111.937500 Penalty: 2472.882812
	Iteration 42Q: 3 clusters Score -169111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -169112.656250 Penalty: 2472.882812
	Iteration 43Q: 3 clusters Score -169112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -169112.656250 Penalty: 2472.882812
	Iteration 44F: 3 clusters Score -169112.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70100 members 
Entering Unmasked Estep 
Score: -6136780.000000 Penalty: 1813.122559
	Iteration 0F: 2 clusters Score -6136780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -6089936.500000 Penalty: 3626.245117
	Iteration 0F: 3 clusters Score -6089936 nChanged 33268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -6108851.500000 Penalty: 3626.245117
	Iteration 1F: 3 clusters Score -6108852 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -6109403.500000 Penalty: 3626.245117
	Iteration 2Q: 3 clusters Score -6109404 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -6110148.000000 Penalty: 3626.245117
	Iteration 3Q: 3 clusters Score -6110148 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -6111221.000000 Penalty: 3626.245117
	Iteration 4Q: 3 clusters Score -6111221 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -6113076.000000 Penalty: 3626.245117
	Iteration 5F: 3 clusters Score -6113076 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6116220.000000 Penalty: 3626.245117
	Iteration 6F: 3 clusters Score -6116220 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -6121006.000000 Penalty: 3626.245117
	Iteration 7F: 3 clusters Score -6121006 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -6126532.500000 Penalty: 3626.245117
	Iteration 8F: 3 clusters Score -6126532 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -6130989.000000 Penalty: 3626.245117
	Iteration 9F: 3 clusters Score -6130989 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -6133458.000000 Penalty: 3626.245117
	Iteration 10Q: 3 clusters Score -6133458 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -6134538.000000 Penalty: 3626.245117
	Iteration 11Q: 3 clusters Score -6134538 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -6134907.000000 Penalty: 3626.245117
	Iteration 12Q: 3 clusters Score -6134907 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -6135074.000000 Penalty: 3626.245117
	Iteration 13Q: 3 clusters Score -6135074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -6135162.500000 Penalty: 3626.245117
	Iteration 14Q: 3 clusters Score -6135162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -6135185.500000 Penalty: 3626.245117
	Iteration 15Q: 3 clusters Score -6135186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -6135203.500000 Penalty: 3626.245117
	Iteration 16Q: 3 clusters Score -6135204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -6135223.500000 Penalty: 3626.245117
	Iteration 17Q: 3 clusters Score -6135224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -6135240.500000 Penalty: 3626.245117
	Iteration 18Q: 3 clusters Score -6135240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -6135241.500000 Penalty: 3626.245117
	Iteration 19Q: 3 clusters Score -6135242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -6135252.000000 Penalty: 3626.245117
	Iteration 20F: 3 clusters Score -6135252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -6135251.000000 Penalty: 3626.245117
	Iteration 21Q: 3 clusters Score -6135251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -6135267.000000 Penalty: 3626.245117
	Iteration 22Q: 3 clusters Score -6135267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -6135271.000000 Penalty: 3626.245117
	Iteration 23Q: 3 clusters Score -6135271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -6135276.000000 Penalty: 3626.245117
	Iteration 24Q: 3 clusters Score -6135276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -6135274.000000 Penalty: 3626.245117
	Iteration 25Q: 3 clusters Score -6135274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -6135279.500000 Penalty: 3626.245117
	Iteration 26Q: 3 clusters Score -6135280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -6135279.500000 Penalty: 3626.245117
	Iteration 27Q: 3 clusters Score -6135280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -6135279.500000 Penalty: 3626.245117
	Iteration 28F: 3 clusters Score -6135280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Entering Unmasked Estep 
Score: -734913.437500 Penalty: 1467.747070
	Iteration 0F: 2 clusters Score -734913.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -728793.250000 Penalty: 2935.494141
	Iteration 0F: 3 clusters Score -728793.2 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -730895.812500 Penalty: 2935.494141
	Iteration 1F: 3 clusters Score -730895.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -731280.562500 Penalty: 2935.494141
	Iteration 2F: 3 clusters Score -731280.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -731623.500000 Penalty: 2935.494141
	Iteration 3F: 3 clusters Score -731623.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -732027.250000 Penalty: 2935.494141
	Iteration 4F: 3 clusters Score -732027.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -732605.375000 Penalty: 2935.494141
	Iteration 5F: 3 clusters Score -732605.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -733255.875000 Penalty: 2935.494141
	Iteration 6F: 3 clusters Score -733255.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -733841.500000 Penalty: 2935.494141
	Iteration 7F: 3 clusters Score -733841.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -734436.312500 Penalty: 2935.494141
	Iteration 8Q: 3 clusters Score -734436.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -735016.625000 Penalty: 2935.494141
	Iteration 9Q: 3 clusters Score -735016.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -735532.875000 Penalty: 2935.494141
	Iteration 10Q: 3 clusters Score -735532.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -735971.062500 Penalty: 2935.494141
	Iteration 11Q: 3 clusters Score -735971.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -736246.500000 Penalty: 2935.494141
	Iteration 12Q: 3 clusters Score -736246.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -736368.000000 Penalty: 2935.494141
	Iteration 13Q: 3 clusters Score -736368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -736410.812500 Penalty: 2935.494141
	Iteration 14Q: 3 clusters Score -736410.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -736437.125000 Penalty: 2935.494141
	Iteration 15Q: 3 clusters Score -736437.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -736446.187500 Penalty: 2935.494141
	Iteration 16Q: 3 clusters Score -736446.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -736450.687500 Penalty: 2935.494141
	Iteration 17Q: 3 clusters Score -736450.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -736453.312500 Penalty: 2935.494141
	Iteration 18Q: 3 clusters Score -736453.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -736455.625000 Penalty: 2935.494141
	Iteration 19Q: 3 clusters Score -736455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -736455.437500 Penalty: 2935.494141
	Iteration 20F: 3 clusters Score -736455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -736455.125000 Penalty: 2935.494141
	Iteration 21Q: 3 clusters Score -736455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -736455.125000 Penalty: 2935.494141
	Iteration 22F: 3 clusters Score -736455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 12011 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 22967 members 
Mstep: Class 7 contains 71575 members 
Mstep: Class 8 contains 17049 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 278981 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70100 members 
Mstep: Class 15 contains 3751 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 4618 members 
Entering Unmasked Estep 
Score: -45692112.000000 Penalty: 36385.617188
Splitting cluster 15 changes total score from -45691360.000000 to -45692112.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 16 (2666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Entering Unmasked Estep 
Score: -235095.859375 Penalty: 1281.854370
	Iteration 0F: 2 clusters Score -235095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -232583.125000 Penalty: 2563.708740
	Iteration 0F: 3 clusters Score -232583.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -233137.484375 Penalty: 2563.708740
	Iteration 1F: 3 clusters Score -233137.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -233249.781250 Penalty: 2563.708740
	Iteration 2F: 3 clusters Score -233249.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233321.906250 Penalty: 2563.708740
	Iteration 3Q: 3 clusters Score -233321.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -233367.015625 Penalty: 2563.708740
	Iteration 4Q: 3 clusters Score -233367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -233395.468750 Penalty: 2563.708740
	Iteration 5Q: 3 clusters Score -233395.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -233419.296875 Penalty: 2563.708740
	Iteration 6Q: 3 clusters Score -233419.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -233437.171875 Penalty: 2563.708740
	Iteration 7Q: 3 clusters Score -233437.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -233453.796875 Penalty: 2563.708740
	Iteration 8Q: 3 clusters Score -233453.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -233473.671875 Penalty: 2563.708740
	Iteration 9Q: 3 clusters Score -233473.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -233493.937500 Penalty: 2563.708740
	Iteration 10Q: 3 clusters Score -233493.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -233507.796875 Penalty: 2563.708740
	Iteration 11Q: 3 clusters Score -233507.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -233516.234375 Penalty: 2563.708740
	Iteration 12Q: 3 clusters Score -233516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -233523.187500 Penalty: 2563.708740
	Iteration 13Q: 3 clusters Score -233523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -233529.828125 Penalty: 2563.708740
	Iteration 14Q: 3 clusters Score -233529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -233537.703125 Penalty: 2563.708740
	Iteration 15Q: 3 clusters Score -233537.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -233544.781250 Penalty: 2563.708740
	Iteration 16Q: 3 clusters Score -233544.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -233552.843750 Penalty: 2563.708740
	Iteration 17Q: 3 clusters Score -233552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -233559.875000 Penalty: 2563.708740
	Iteration 18Q: 3 clusters Score -233559.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -233565.875000 Penalty: 2563.708740
	Iteration 19Q: 3 clusters Score -233565.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -233570.671875 Penalty: 2563.708740
	Iteration 20F: 3 clusters Score -233570.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -233576.203125 Penalty: 2563.708740
	Iteration 21Q: 3 clusters Score -233576.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -233580.328125 Penalty: 2563.708740
	Iteration 22Q: 3 clusters Score -233580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -233583.671875 Penalty: 2563.708740
	Iteration 23Q: 3 clusters Score -233583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -233586.093750 Penalty: 2563.708740
	Iteration 24Q: 3 clusters Score -233586.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -233587.750000 Penalty: 2563.708740
	Iteration 25Q: 3 clusters Score -233587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -233588.421875 Penalty: 2563.708740
	Iteration 26Q: 3 clusters Score -233588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -233591.328125 Penalty: 2563.708740
	Iteration 27Q: 3 clusters Score -233591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -233595.640625 Penalty: 2563.708740
	Iteration 28Q: 3 clusters Score -233595.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -233599.015625 Penalty: 2563.708740
	Iteration 29Q: 3 clusters Score -233599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -233601.250000 Penalty: 2563.708740
	Iteration 30Q: 3 clusters Score -233601.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -233604.468750 Penalty: 2563.708740
	Iteration 31Q: 3 clusters Score -233604.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -233608.125000 Penalty: 2563.708740
	Iteration 32Q: 3 clusters Score -233608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -233610.812500 Penalty: 2563.708740
	Iteration 33Q: 3 clusters Score -233610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -233613.640625 Penalty: 2563.708740
	Iteration 34Q: 3 clusters Score -233613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -233615.718750 Penalty: 2563.708740
	Iteration 35Q: 3 clusters Score -233615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -233618.375000 Penalty: 2563.708740
	Iteration 36Q: 3 clusters Score -233618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -233624.171875 Penalty: 2563.708740
	Iteration 37Q: 3 clusters Score -233624.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -233630.187500 Penalty: 2563.708740
	Iteration 38Q: 3 clusters Score -233630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -233633.937500 Penalty: 2563.708740
	Iteration 39Q: 3 clusters Score -233633.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -233639.578125 Penalty: 2563.708740
	Iteration 40F: 3 clusters Score -233639.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -233647.343750 Penalty: 2563.708740
	Iteration 41Q: 3 clusters Score -233647.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -233657.406250 Penalty: 2563.708740
	Iteration 42Q: 3 clusters Score -233657.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -233670.406250 Penalty: 2563.708740
	Iteration 43Q: 3 clusters Score -233670.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -233685.531250 Penalty: 2563.708740
	Iteration 44Q: 3 clusters Score -233685.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -233702.890625 Penalty: 2563.708740
	Iteration 45Q: 3 clusters Score -233702.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -233718.125000 Penalty: 2563.708740
	Iteration 46Q: 3 clusters Score -233718.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -233730.593750 Penalty: 2563.708740
	Iteration 47Q: 3 clusters Score -233730.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -233748.921875 Penalty: 2563.708740
	Iteration 48Q: 3 clusters Score -233748.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -233770.218750 Penalty: 2563.708740
	Iteration 49Q: 3 clusters Score -233770.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -233799.671875 Penalty: 2563.708740
	Iteration 50Q: 3 clusters Score -233799.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -233828.234375 Penalty: 2563.708740
	Iteration 51Q: 3 clusters Score -233828.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -233851.109375 Penalty: 2563.708740
	Iteration 52Q: 3 clusters Score -233851.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -233868.000000 Penalty: 2563.708740
	Iteration 53Q: 3 clusters Score -233868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -233886.062500 Penalty: 2563.708740
	Iteration 54Q: 3 clusters Score -233886.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -233900.921875 Penalty: 2563.708740
	Iteration 55Q: 3 clusters Score -233900.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -233914.468750 Penalty: 2563.708740
	Iteration 56Q: 3 clusters Score -233914.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -233926.375000 Penalty: 2563.708740
	Iteration 57Q: 3 clusters Score -233926.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -233932.546875 Penalty: 2563.708740
	Iteration 58Q: 3 clusters Score -233932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -233936.000000 Penalty: 2563.708740
	Iteration 59Q: 3 clusters Score -233936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -233941.171875 Penalty: 2563.708740
	Iteration 60F: 3 clusters Score -233941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -233951.765625 Penalty: 2563.708740
	Iteration 61Q: 3 clusters Score -233951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -233966.859375 Penalty: 2563.708740
	Iteration 62Q: 3 clusters Score -233966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -233974.671875 Penalty: 2563.708740
	Iteration 63Q: 3 clusters Score -233974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -233981.906250 Penalty: 2563.708740
	Iteration 64Q: 3 clusters Score -233981.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -233990.765625 Penalty: 2563.708740
	Iteration 65Q: 3 clusters Score -233990.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -233995.890625 Penalty: 2563.708740
	Iteration 66Q: 3 clusters Score -233995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -234000.312500 Penalty: 2563.708740
	Iteration 67Q: 3 clusters Score -234000.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -234005.703125 Penalty: 2563.708740
	Iteration 68Q: 3 clusters Score -234005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -234012.593750 Penalty: 2563.708740
	Iteration 69Q: 3 clusters Score -234012.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -234017.859375 Penalty: 2563.708740
	Iteration 70Q: 3 clusters Score -234017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -234020.250000 Penalty: 2563.708740
	Iteration 71Q: 3 clusters Score -234020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -234023.046875 Penalty: 2563.708740
	Iteration 72Q: 3 clusters Score -234023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -234024.765625 Penalty: 2563.708740
	Iteration 73Q: 3 clusters Score -234024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -234024.968750 Penalty: 2563.708740
	Iteration 74Q: 3 clusters Score -234025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -234024.968750 Penalty: 2563.708740
	Iteration 75F: 3 clusters Score -234025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 12011 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 22967 members 
Mstep: Class 7 contains 71575 members 
Mstep: Class 8 contains 17049 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 278981 members 
Mstep: Class 12 contains 7497 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70100 members 
Mstep: Class 15 contains 3751 members 
Mstep: Class 16 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692836.000000 Penalty: 36385.617188
Iteration 79Q: 18 clusters Score -4.569284e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 12017 members 
Mstep: Class 4 contains 10221 members 
Mstep: Class 5 contains 8667 members 
Mstep: Class 6 contains 22941 members 
Mstep: Class 7 contains 71662 members 
Mstep: Class 8 contains 17057 members 
Mstep: Class 9 contains 309 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 279134 members 
Mstep: Class 12 contains 7504 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 70065 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693864.000000 Penalty: 36385.617188
Iteration 80F: 18 clusters Score -4.569386e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7414 members 
Mstep: Class 3 contains 12020 members 
Mstep: Class 4 contains 10169 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 22938 members 
Mstep: Class 7 contains 71441 members 
Mstep: Class 8 contains 17055 members 
Mstep: Class 9 contains 315 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 278791 members 
Mstep: Class 12 contains 7526 members 
Mstep: Class 13 contains 2015 members 
Mstep: Class 14 contains 69957 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 5078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45694720.000000 Penalty: 36385.617188
Iteration 81Q: 18 clusters Score -4.569472e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7414 members 
Mstep: Class 3 contains 12028 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 5 contains 8658 members 
Mstep: Class 6 contains 22942 members 
Mstep: Class 7 contains 71273 members 
Mstep: Class 8 contains 17057 members 
Mstep: Class 9 contains 298 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 278543 members 
Mstep: Class 12 contains 7536 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 69862 members 
Mstep: Class 15 contains 3862 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45694972.000000 Penalty: 36385.617188
Iteration 82Q: 18 clusters Score -4.569497e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 12044 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 22934 members 
Mstep: Class 7 contains 71163 members 
Mstep: Class 8 contains 17068 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 3533 members 
Mstep: Class 11 contains 278354 members 
Mstep: Class 12 contains 7533 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69790 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 5985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 18 clusters Score -4.56952e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 12062 members 
Mstep: Class 4 contains 10003 members 
Mstep: Class 5 contains 8658 members 
Mstep: Class 6 contains 22925 members 
Mstep: Class 7 contains 71074 members 
Mstep: Class 8 contains 17078 members 
Mstep: Class 9 contains 261 members 
Mstep: Class 10 contains 3532 members 
Mstep: Class 11 contains 278187 members 
Mstep: Class 12 contains 7537 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 69731 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 6303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695240.000000 Penalty: 36385.617188
Iteration 84Q: 18 clusters Score -4.569524e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7414 members 
Mstep: Class 3 contains 12083 members 
Mstep: Class 4 contains 9964 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 22912 members 
Mstep: Class 7 contains 70994 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 252 members 
Mstep: Class 10 contains 3533 members 
Mstep: Class 11 contains 278045 members 
Mstep: Class 12 contains 7541 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 69671 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 6591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695276.000000 Penalty: 36385.617188
Iteration 85Q: 18 clusters Score -4.569528e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7414 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 9921 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 22913 members 
Mstep: Class 7 contains 70928 members 
Mstep: Class 8 contains 17114 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 3529 members 
Mstep: Class 11 contains 277938 members 
Mstep: Class 12 contains 7543 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69653 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 6796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695360.000000 Penalty: 36385.617188
Iteration 86Q: 18 clusters Score -4.569536e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 12116 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 8651 members 
Mstep: Class 6 contains 22910 members 
Mstep: Class 7 contains 70878 members 
Mstep: Class 8 contains 17129 members 
Mstep: Class 9 contains 248 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 277867 members 
Mstep: Class 12 contains 7546 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 69639 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 6975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695416.000000 Penalty: 36385.617188
Iteration 87Q: 18 clusters Score -4.569542e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 12119 members 
Mstep: Class 4 contains 9810 members 
Mstep: Class 5 contains 8651 members 
Mstep: Class 6 contains 22912 members 
Mstep: Class 7 contains 70829 members 
Mstep: Class 8 contains 17140 members 
Mstep: Class 9 contains 248 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 277822 members 
Mstep: Class 12 contains 7548 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 69614 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695412.000000 Penalty: 36385.617188
Iteration 88Q: 18 clusters Score -4.569541e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 12122 members 
Mstep: Class 4 contains 9752 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 22907 members 
Mstep: Class 7 contains 70795 members 
Mstep: Class 8 contains 17149 members 
Mstep: Class 9 contains 248 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 277791 members 
Mstep: Class 12 contains 7548 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 69596 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 7248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695420.000000 Penalty: 36385.617188
Iteration 89Q: 18 clusters Score -4.569542e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7430 members 
Mstep: Class 3 contains 12128 members 
Mstep: Class 4 contains 9697 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 22902 members 
Mstep: Class 7 contains 70761 members 
Mstep: Class 8 contains 17157 members 
Mstep: Class 9 contains 247 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 277782 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 69597 members 
Mstep: Class 15 contains 3911 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 7337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695540.000000 Penalty: 36385.617188
Iteration 90Q: 18 clusters Score -4.569554e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7432 members 
Mstep: Class 3 contains 12127 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 22899 members 
Mstep: Class 7 contains 70744 members 
Mstep: Class 8 contains 17169 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3523 members 
Mstep: Class 11 contains 277770 members 
Mstep: Class 12 contains 7550 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 69603 members 
Mstep: Class 15 contains 3906 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695484.000000 Penalty: 36385.617188
Iteration 91Q: 18 clusters Score -4.569548e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7433 members 
Mstep: Class 3 contains 12125 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 22900 members 
Mstep: Class 7 contains 70739 members 
Mstep: Class 8 contains 17175 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277783 members 
Mstep: Class 12 contains 7552 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 69601 members 
Mstep: Class 15 contains 3898 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695504.000000 Penalty: 36385.617188
Iteration 92Q: 18 clusters Score -4.56955e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 12126 members 
Mstep: Class 4 contains 9548 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 22903 members 
Mstep: Class 7 contains 70726 members 
Mstep: Class 8 contains 17178 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277796 members 
Mstep: Class 12 contains 7557 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 69607 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695488.000000 Penalty: 36385.617188
Iteration 93Q: 18 clusters Score -4.569549e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7437 members 
Mstep: Class 3 contains 12129 members 
Mstep: Class 4 contains 9499 members 
Mstep: Class 5 contains 8658 members 
Mstep: Class 6 contains 22904 members 
Mstep: Class 7 contains 70719 members 
Mstep: Class 8 contains 17180 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277813 members 
Mstep: Class 12 contains 7564 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69611 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695500.000000 Penalty: 36385.617188
Iteration 94Q: 18 clusters Score -4.56955e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 9459 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 22903 members 
Mstep: Class 7 contains 70704 members 
Mstep: Class 8 contains 17184 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277822 members 
Mstep: Class 12 contains 7570 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69628 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695492.000000 Penalty: 36385.617188
Iteration 95Q: 18 clusters Score -4.569549e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7440 members 
Mstep: Class 3 contains 12132 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 22902 members 
Mstep: Class 7 contains 70687 members 
Mstep: Class 8 contains 17190 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277836 members 
Mstep: Class 12 contains 7574 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69651 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695460.000000 Penalty: 36385.617188
Iteration 96Q: 18 clusters Score -4.569546e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7439 members 
Mstep: Class 3 contains 12133 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 22900 members 
Mstep: Class 7 contains 70672 members 
Mstep: Class 8 contains 17196 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277864 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69665 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695472.000000 Penalty: 36385.617188
Iteration 97Q: 18 clusters Score -4.569547e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7440 members 
Mstep: Class 3 contains 12133 members 
Mstep: Class 4 contains 9340 members 
Mstep: Class 5 contains 8663 members 
Mstep: Class 6 contains 22902 members 
Mstep: Class 7 contains 70664 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277882 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69674 members 
Mstep: Class 15 contains 3888 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695508.000000 Penalty: 36385.617188
Iteration 98Q: 18 clusters Score -4.569551e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7441 members 
Mstep: Class 3 contains 12137 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 5 contains 8672 members 
Mstep: Class 6 contains 22900 members 
Mstep: Class 7 contains 70660 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 277898 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69681 members 
Mstep: Class 15 contains 3889 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695528.000000 Penalty: 36385.617188
Iteration 99Q: 18 clusters Score -4.569553e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 12141 members 
Mstep: Class 4 contains 9282 members 
Mstep: Class 5 contains 8680 members 
Mstep: Class 6 contains 22897 members 
Mstep: Class 7 contains 70655 members 
Mstep: Class 8 contains 17200 members 
Mstep: Class 9 contains 246 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 277907 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69689 members 
Mstep: Class 15 contains 3889 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695600.000000 Penalty: 36385.617188
Iteration 100F: 18 clusters Score -4.56956e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 12142 members 
Mstep: Class 4 contains 9263 members 
Mstep: Class 5 contains 8684 members 
Mstep: Class 6 contains 22893 members 
Mstep: Class 7 contains 70651 members 
Mstep: Class 8 contains 17198 members 
Mstep: Class 9 contains 249 members 
Mstep: Class 10 contains 3518 members 
Mstep: Class 11 contains 277919 members 
Mstep: Class 12 contains 7576 members 
Mstep: Class 13 contains 2036 members 
Mstep: Class 14 contains 69695 members 
Mstep: Class 15 contains 3889 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7549 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 18 clusters Score -4.569561e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 12143 members 
Mstep: Class 4 contains 9240 members 
Mstep: Class 5 contains 8689 members 
Mstep: Class 6 contains 22893 members 
Mstep: Class 7 contains 70640 members 
Mstep: Class 8 contains 17199 members 
Mstep: Class 9 contains 242 members 
Mstep: Class 10 contains 3518 members 
Mstep: Class 11 contains 277938 members 
Mstep: Class 12 contains 7576 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 69697 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7551 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 18 clusters Score -4.569566e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7449 members 
Mstep: Class 3 contains 12146 members 
Mstep: Class 4 contains 9214 members 
Mstep: Class 5 contains 8689 members 
Mstep: Class 6 contains 22892 members 
Mstep: Class 7 contains 70636 members 
Mstep: Class 8 contains 17202 members 
Mstep: Class 9 contains 239 members 
Mstep: Class 10 contains 3514 members 
Mstep: Class 11 contains 277961 members 
Mstep: Class 12 contains 7577 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69698 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 18 clusters Score -4.569568e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 12149 members 
Mstep: Class 4 contains 9188 members 
Mstep: Class 5 contains 8693 members 
Mstep: Class 6 contains 22887 members 
Mstep: Class 7 contains 70628 members 
Mstep: Class 8 contains 17201 members 
Mstep: Class 9 contains 234 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 277988 members 
Mstep: Class 12 contains 7579 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 69699 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695660.000000 Penalty: 36385.617188
Iteration 104Q: 18 clusters Score -4.569566e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 12149 members 
Mstep: Class 4 contains 9159 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 22885 members 
Mstep: Class 7 contains 70620 members 
Mstep: Class 8 contains 17206 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 278014 members 
Mstep: Class 12 contains 7583 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 69700 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695680.000000 Penalty: 36385.617188
Iteration 105Q: 18 clusters Score -4.569568e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 12153 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 22885 members 
Mstep: Class 7 contains 70608 members 
Mstep: Class 8 contains 17207 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 278049 members 
Mstep: Class 12 contains 7586 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 69704 members 
Mstep: Class 15 contains 3890 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 18 clusters Score -4.569569e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7446 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 22886 members 
Mstep: Class 7 contains 70597 members 
Mstep: Class 8 contains 17208 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278080 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 69706 members 
Mstep: Class 15 contains 3891 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695740.000000 Penalty: 36385.617188
Iteration 107Q: 18 clusters Score -4.569574e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 12163 members 
Mstep: Class 4 contains 9056 members 
Mstep: Class 5 contains 8702 members 
Mstep: Class 6 contains 22885 members 
Mstep: Class 7 contains 70591 members 
Mstep: Class 8 contains 17209 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278120 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69702 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695748.000000 Penalty: 36385.617188
Iteration 108Q: 18 clusters Score -4.569575e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 12167 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 22886 members 
Mstep: Class 7 contains 70584 members 
Mstep: Class 8 contains 17209 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278159 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 69699 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695828.000000 Penalty: 36385.617188
Iteration 109Q: 18 clusters Score -4.569583e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 12168 members 
Mstep: Class 4 contains 8987 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 22885 members 
Mstep: Class 7 contains 70579 members 
Mstep: Class 8 contains 17207 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278192 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 69703 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695832.000000 Penalty: 36385.617188
Iteration 110Q: 18 clusters Score -4.569583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 12168 members 
Mstep: Class 4 contains 8963 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 22886 members 
Mstep: Class 7 contains 70569 members 
Mstep: Class 8 contains 17207 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278218 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 69704 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695804.000000 Penalty: 36385.617188
Iteration 111Q: 18 clusters Score -4.56958e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 22884 members 
Mstep: Class 7 contains 70556 members 
Mstep: Class 8 contains 17210 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278261 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 69705 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 7578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695832.000000 Penalty: 36385.617188
Iteration 112Q: 18 clusters Score -4.569583e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7450 members 
Mstep: Class 3 contains 12171 members 
Mstep: Class 4 contains 8883 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 22882 members 
Mstep: Class 7 contains 70549 members 
Mstep: Class 8 contains 17213 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278304 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 69707 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 7579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695840.000000 Penalty: 36385.617188
Iteration 113Q: 18 clusters Score -4.569584e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 8843 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 22882 members 
Mstep: Class 7 contains 70537 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278344 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 69707 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695884.000000 Penalty: 36385.617188
Iteration 114Q: 18 clusters Score -4.569588e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 8790 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 22882 members 
Mstep: Class 7 contains 70533 members 
Mstep: Class 8 contains 17218 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278395 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 69704 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695836.000000 Penalty: 36385.617188
Iteration 115Q: 18 clusters Score -4.569584e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 8702 members 
Mstep: Class 6 contains 22884 members 
Mstep: Class 7 contains 70528 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278458 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 69699 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695884.000000 Penalty: 36385.617188
Iteration 116Q: 18 clusters Score -4.569588e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8679 members 
Mstep: Class 5 contains 8705 members 
Mstep: Class 6 contains 22887 members 
Mstep: Class 7 contains 70516 members 
Mstep: Class 8 contains 17218 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278520 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 69689 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695896.000000 Penalty: 36385.617188
Iteration 117Q: 18 clusters Score -4.56959e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7456 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 8641 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 22886 members 
Mstep: Class 7 contains 70507 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278575 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69683 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695900.000000 Penalty: 36385.617188
Iteration 118Q: 18 clusters Score -4.56959e+07 nChanged 106
Entering ConstructFrom: 
Score: -45695900.000000 Penalty: 36385.617188
Entering ConstructFrom: 
Trying to split cluster 1 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130683.679688 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128834.539062 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128834.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -129199.875000 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129199.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -129396.445312 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129396.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -129588.570312 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129588.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129734.437500 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -129734.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -129849.734375 Penalty: 2401.809082
	Iteration 5F: 3 clusters Score -129849.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -129932.578125 Penalty: 2401.809082
	Iteration 6F: 3 clusters Score -129932.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -129985.281250 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129985.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -130023.343750 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -130023.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130049.968750 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -130050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -130078.007812 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -130078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -130101.335938 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -130101.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -130119.359375 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -130119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -130127.140625 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -130127.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130138.929688 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -130138.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -130146.945312 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -130146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -130150.789062 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -130150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130152.898438 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -130152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -130155.101562 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -130155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -130158.039062 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -130158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -130160.687500 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -130160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -130163.484375 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -130163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -130166.000000 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -130166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -130167.562500 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -130167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -130167.562500 Penalty: 2401.809082
	Iteration 24F: 3 clusters Score -130167.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Entering Unmasked Estep 
Score: -666428.437500 Penalty: 1448.997559
	Iteration 0F: 2 clusters Score -666428.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -660968.125000 Penalty: 2897.995117
	Iteration 0F: 3 clusters Score -660968.1 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -662698.687500 Penalty: 2897.995117
	Iteration 1F: 3 clusters Score -662698.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -662935.437500 Penalty: 2897.995117
	Iteration 2F: 3 clusters Score -662935.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -663104.812500 Penalty: 2897.995117
	Iteration 3F: 3 clusters Score -663104.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -663245.625000 Penalty: 2897.995117
	Iteration 4Q: 3 clusters Score -663245.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -663418.937500 Penalty: 2897.995117
	Iteration 5Q: 3 clusters Score -663418.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -663622.687500 Penalty: 2897.995117
	Iteration 6Q: 3 clusters Score -663622.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -663842.312500 Penalty: 2897.995117
	Iteration 7Q: 3 clusters Score -663842.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -664098.187500 Penalty: 2897.995117
	Iteration 8Q: 3 clusters Score -664098.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -664341.375000 Penalty: 2897.995117
	Iteration 9Q: 3 clusters Score -664341.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -664511.312500 Penalty: 2897.995117
	Iteration 10Q: 3 clusters Score -664511.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -664650.687500 Penalty: 2897.995117
	Iteration 11Q: 3 clusters Score -664650.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -664745.437500 Penalty: 2897.995117
	Iteration 12Q: 3 clusters Score -664745.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -664807.250000 Penalty: 2897.995117
	Iteration 13Q: 3 clusters Score -664807.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -664857.375000 Penalty: 2897.995117
	Iteration 14Q: 3 clusters Score -664857.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -664892.750000 Penalty: 2897.995117
	Iteration 15Q: 3 clusters Score -664892.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -664929.812500 Penalty: 2897.995117
	Iteration 16Q: 3 clusters Score -664929.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -664973.500000 Penalty: 2897.995117
	Iteration 17Q: 3 clusters Score -664973.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -665008.312500 Penalty: 2897.995117
	Iteration 18Q: 3 clusters Score -665008.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -665023.750000 Penalty: 2897.995117
	Iteration 19Q: 3 clusters Score -665023.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -665039.375000 Penalty: 2897.995117
	Iteration 20F: 3 clusters Score -665039.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -665056.875000 Penalty: 2897.995117
	Iteration 21Q: 3 clusters Score -665056.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -665067.250000 Penalty: 2897.995117
	Iteration 22Q: 3 clusters Score -665067.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -665074.625000 Penalty: 2897.995117
	Iteration 23Q: 3 clusters Score -665074.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -665082.250000 Penalty: 2897.995117
	Iteration 24Q: 3 clusters Score -665082.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -665089.750000 Penalty: 2897.995117
	Iteration 25Q: 3 clusters Score -665089.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -665099.687500 Penalty: 2897.995117
	Iteration 26Q: 3 clusters Score -665099.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -665110.500000 Penalty: 2897.995117
	Iteration 27Q: 3 clusters Score -665110.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -665116.437500 Penalty: 2897.995117
	Iteration 28Q: 3 clusters Score -665116.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -665126.625000 Penalty: 2897.995117
	Iteration 29Q: 3 clusters Score -665126.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -665129.250000 Penalty: 2897.995117
	Iteration 30Q: 3 clusters Score -665129.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -665134.000000 Penalty: 2897.995117
	Iteration 31Q: 3 clusters Score -665134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -665136.437500 Penalty: 2897.995117
	Iteration 32Q: 3 clusters Score -665136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -665138.687500 Penalty: 2897.995117
	Iteration 33Q: 3 clusters Score -665138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -665140.000000 Penalty: 2897.995117
	Iteration 34Q: 3 clusters Score -665140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -665141.062500 Penalty: 2897.995117
	Iteration 35Q: 3 clusters Score -665141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -665140.625000 Penalty: 2897.995117
	Iteration 36Q: 3 clusters Score -665140.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -665140.625000 Penalty: 2897.995117
	Iteration 37F: 3 clusters Score -665140.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Entering Unmasked Estep 
Score: -1082611.750000 Penalty: 1528.646851
	Iteration 0F: 2 clusters Score -1082612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1074027.375000 Penalty: 3057.293701
	Iteration 0F: 3 clusters Score -1074027 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1076888.375000 Penalty: 3057.293701
	Iteration 1F: 3 clusters Score -1076888 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1077152.375000 Penalty: 3057.293701
	Iteration 2F: 3 clusters Score -1077152 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1077384.375000 Penalty: 3057.293701
	Iteration 3Q: 3 clusters Score -1077384 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1077660.250000 Penalty: 3057.293701
	Iteration 4Q: 3 clusters Score -1077660 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1077963.000000 Penalty: 3057.293701
	Iteration 5Q: 3 clusters Score -1077963 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1078345.750000 Penalty: 3057.293701
	Iteration 6Q: 3 clusters Score -1078346 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1078821.875000 Penalty: 3057.293701
	Iteration 7F: 3 clusters Score -1078822 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1079345.500000 Penalty: 3057.293701
	Iteration 8F: 3 clusters Score -1079346 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1079824.875000 Penalty: 3057.293701
	Iteration 9Q: 3 clusters Score -1079825 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1080284.500000 Penalty: 3057.293701
	Iteration 10Q: 3 clusters Score -1080284 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1080662.875000 Penalty: 3057.293701
	Iteration 11Q: 3 clusters Score -1080663 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1080923.625000 Penalty: 3057.293701
	Iteration 12Q: 3 clusters Score -1080924 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1081054.250000 Penalty: 3057.293701
	Iteration 13Q: 3 clusters Score -1081054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1081122.625000 Penalty: 3057.293701
	Iteration 14Q: 3 clusters Score -1081123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1081175.750000 Penalty: 3057.293701
	Iteration 15Q: 3 clusters Score -1081176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1081220.000000 Penalty: 3057.293701
	Iteration 16Q: 3 clusters Score -1081220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1081258.500000 Penalty: 3057.293701
	Iteration 17Q: 3 clusters Score -1081258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1081280.000000 Penalty: 3057.293701
	Iteration 18Q: 3 clusters Score -1081280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1081289.750000 Penalty: 3057.293701
	Iteration 19Q: 3 clusters Score -1081290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1081300.750000 Penalty: 3057.293701
	Iteration 20F: 3 clusters Score -1081301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1081313.875000 Penalty: 3057.293701
	Iteration 21Q: 3 clusters Score -1081314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1081327.750000 Penalty: 3057.293701
	Iteration 22Q: 3 clusters Score -1081328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1081336.625000 Penalty: 3057.293701
	Iteration 23Q: 3 clusters Score -1081337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1081344.500000 Penalty: 3057.293701
	Iteration 24Q: 3 clusters Score -1081344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1081351.375000 Penalty: 3057.293701
	Iteration 25Q: 3 clusters Score -1081351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1081356.000000 Penalty: 3057.293701
	Iteration 26Q: 3 clusters Score -1081356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1081358.500000 Penalty: 3057.293701
	Iteration 27Q: 3 clusters Score -1081358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1081359.375000 Penalty: 3057.293701
	Iteration 28Q: 3 clusters Score -1081359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1081360.750000 Penalty: 3057.293701
	Iteration 29Q: 3 clusters Score -1081361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1081360.750000 Penalty: 3057.293701
	Iteration 30F: 3 clusters Score -1081361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Entering Unmasked Estep 
Score: -780160.625000 Penalty: 1472.077148
	Iteration 0F: 2 clusters Score -780160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -773888.937500 Penalty: 2944.154297
	Iteration 0F: 3 clusters Score -773888.9 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -775801.125000 Penalty: 2944.154297
	Iteration 1F: 3 clusters Score -775801.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -775985.312500 Penalty: 2944.154297
	Iteration 2F: 3 clusters Score -775985.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -776130.062500 Penalty: 2944.154297
	Iteration 3Q: 3 clusters Score -776130.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -776263.500000 Penalty: 2944.154297
	Iteration 4Q: 3 clusters Score -776263.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -776429.000000 Penalty: 2944.154297
	Iteration 5Q: 3 clusters Score -776429 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -776636.500000 Penalty: 2944.154297
	Iteration 6Q: 3 clusters Score -776636.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -776871.812500 Penalty: 2944.154297
	Iteration 7Q: 3 clusters Score -776871.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -777142.437500 Penalty: 2944.154297
	Iteration 8F: 3 clusters Score -777142.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -777452.562500 Penalty: 2944.154297
	Iteration 9F: 3 clusters Score -777452.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -777787.562500 Penalty: 2944.154297
	Iteration 10F: 3 clusters Score -777787.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -778160.937500 Penalty: 2944.154297
	Iteration 11F: 3 clusters Score -778160.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -778543.562500 Penalty: 2944.154297
	Iteration 12F: 3 clusters Score -778543.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -778826.375000 Penalty: 2944.154297
	Iteration 13Q: 3 clusters Score -778826.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -778987.000000 Penalty: 2944.154297
	Iteration 14Q: 3 clusters Score -778987 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -779059.187500 Penalty: 2944.154297
	Iteration 15Q: 3 clusters Score -779059.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -779105.000000 Penalty: 2944.154297
	Iteration 16Q: 3 clusters Score -779105 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -779138.125000 Penalty: 2944.154297
	Iteration 17Q: 3 clusters Score -779138.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -779155.062500 Penalty: 2944.154297
	Iteration 18Q: 3 clusters Score -779155.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -779173.687500 Penalty: 2944.154297
	Iteration 19Q: 3 clusters Score -779173.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -779183.187500 Penalty: 2944.154297
	Iteration 20F: 3 clusters Score -779183.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -779190.000000 Penalty: 2944.154297
	Iteration 21Q: 3 clusters Score -779190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -779193.750000 Penalty: 2944.154297
	Iteration 22Q: 3 clusters Score -779193.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -779196.187500 Penalty: 2944.154297
	Iteration 23Q: 3 clusters Score -779196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -779199.125000 Penalty: 2944.154297
	Iteration 24Q: 3 clusters Score -779199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -779198.375000 Penalty: 2944.154297
	Iteration 25Q: 3 clusters Score -779198.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -779200.312500 Penalty: 2944.154297
	Iteration 26Q: 3 clusters Score -779200.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -779203.312500 Penalty: 2944.154297
	Iteration 27Q: 3 clusters Score -779203.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -779204.562500 Penalty: 2944.154297
	Iteration 28Q: 3 clusters Score -779204.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -779206.562500 Penalty: 2944.154297
	Iteration 29Q: 3 clusters Score -779206.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -779211.562500 Penalty: 2944.154297
	Iteration 30Q: 3 clusters Score -779211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -779212.500000 Penalty: 2944.154297
	Iteration 31Q: 3 clusters Score -779212.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -779214.000000 Penalty: 2944.154297
	Iteration 32Q: 3 clusters Score -779214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -779218.687500 Penalty: 2944.154297
	Iteration 33Q: 3 clusters Score -779218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -779220.250000 Penalty: 2944.154297
	Iteration 34Q: 3 clusters Score -779220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -779220.875000 Penalty: 2944.154297
	Iteration 35Q: 3 clusters Score -779220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -779221.187500 Penalty: 2944.154297
	Iteration 36Q: 3 clusters Score -779221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -779223.875000 Penalty: 2944.154297
	Iteration 37Q: 3 clusters Score -779223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -779224.437500 Penalty: 2944.154297
	Iteration 38Q: 3 clusters Score -779224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -779229.000000 Penalty: 2944.154297
	Iteration 39Q: 3 clusters Score -779229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -779229.750000 Penalty: 2944.154297
	Iteration 40F: 3 clusters Score -779229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -779231.687500 Penalty: 2944.154297
	Iteration 41Q: 3 clusters Score -779231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -779232.937500 Penalty: 2944.154297
	Iteration 42Q: 3 clusters Score -779232.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -779233.937500 Penalty: 2944.154297
	Iteration 43Q: 3 clusters Score -779233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -779235.250000 Penalty: 2944.154297
	Iteration 44Q: 3 clusters Score -779235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -779237.125000 Penalty: 2944.154297
	Iteration 45Q: 3 clusters Score -779237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -779238.875000 Penalty: 2944.154297
	Iteration 46Q: 3 clusters Score -779238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -779241.062500 Penalty: 2944.154297
	Iteration 47Q: 3 clusters Score -779241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -779241.562500 Penalty: 2944.154297
	Iteration 48Q: 3 clusters Score -779241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -779240.125000 Penalty: 2944.154297
	Iteration 49Q: 3 clusters Score -779240.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -779242.687500 Penalty: 2944.154297
	Iteration 50Q: 3 clusters Score -779242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -779243.562500 Penalty: 2944.154297
	Iteration 51Q: 3 clusters Score -779243.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -779244.875000 Penalty: 2944.154297
	Iteration 52Q: 3 clusters Score -779244.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -779246.437500 Penalty: 2944.154297
	Iteration 53Q: 3 clusters Score -779246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -779249.375000 Penalty: 2944.154297
	Iteration 54Q: 3 clusters Score -779249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -779250.687500 Penalty: 2944.154297
	Iteration 55Q: 3 clusters Score -779250.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -779251.750000 Penalty: 2944.154297
	Iteration 56Q: 3 clusters Score -779251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -779253.250000 Penalty: 2944.154297
	Iteration 57Q: 3 clusters Score -779253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -779254.625000 Penalty: 2944.154297
	Iteration 58Q: 3 clusters Score -779254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -779254.937500 Penalty: 2944.154297
	Iteration 59Q: 3 clusters Score -779254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -779255.312500 Penalty: 2944.154297
	Iteration 60F: 3 clusters Score -779255.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -779255.812500 Penalty: 2944.154297
	Iteration 61Q: 3 clusters Score -779255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -779256.125000 Penalty: 2944.154297
	Iteration 62Q: 3 clusters Score -779256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -779256.687500 Penalty: 2944.154297
	Iteration 63Q: 3 clusters Score -779256.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -779256.750000 Penalty: 2944.154297
	Iteration 64Q: 3 clusters Score -779256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -779256.250000 Penalty: 2944.154297
	Iteration 65Q: 3 clusters Score -779256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -779256.250000 Penalty: 2944.154297
	Iteration 66F: 3 clusters Score -779256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -785187.625000 Penalty: 1474.162231
	Iteration 0F: 2 clusters Score -785187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -778845.562500 Penalty: 2948.324463
	Iteration 0F: 3 clusters Score -778845.6 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -780810.625000 Penalty: 2948.324463
	Iteration 1F: 3 clusters Score -780810.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -781049.250000 Penalty: 2948.324463
	Iteration 2F: 3 clusters Score -781049.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -781279.437500 Penalty: 2948.324463
	Iteration 3F: 3 clusters Score -781279.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -781470.500000 Penalty: 2948.324463
	Iteration 4Q: 3 clusters Score -781470.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -781649.875000 Penalty: 2948.324463
	Iteration 5Q: 3 clusters Score -781649.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -781814.937500 Penalty: 2948.324463
	Iteration 6Q: 3 clusters Score -781814.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -781971.875000 Penalty: 2948.324463
	Iteration 7Q: 3 clusters Score -781971.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -782150.000000 Penalty: 2948.324463
	Iteration 8Q: 3 clusters Score -782150 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -782378.500000 Penalty: 2948.324463
	Iteration 9Q: 3 clusters Score -782378.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -782636.625000 Penalty: 2948.324463
	Iteration 10Q: 3 clusters Score -782636.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -782856.062500 Penalty: 2948.324463
	Iteration 11Q: 3 clusters Score -782856.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -783001.562500 Penalty: 2948.324463
	Iteration 12Q: 3 clusters Score -783001.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -783075.437500 Penalty: 2948.324463
	Iteration 13Q: 3 clusters Score -783075.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -783125.125000 Penalty: 2948.324463
	Iteration 14Q: 3 clusters Score -783125.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -783156.437500 Penalty: 2948.324463
	Iteration 15Q: 3 clusters Score -783156.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -783179.937500 Penalty: 2948.324463
	Iteration 16Q: 3 clusters Score -783179.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -783201.500000 Penalty: 2948.324463
	Iteration 17Q: 3 clusters Score -783201.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -783221.312500 Penalty: 2948.324463
	Iteration 18Q: 3 clusters Score -783221.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -783238.875000 Penalty: 2948.324463
	Iteration 19Q: 3 clusters Score -783238.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -783251.875000 Penalty: 2948.324463
	Iteration 20F: 3 clusters Score -783251.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -783263.062500 Penalty: 2948.324463
	Iteration 21Q: 3 clusters Score -783263.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -783276.687500 Penalty: 2948.324463
	Iteration 22Q: 3 clusters Score -783276.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -783287.187500 Penalty: 2948.324463
	Iteration 23Q: 3 clusters Score -783287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -783297.187500 Penalty: 2948.324463
	Iteration 24Q: 3 clusters Score -783297.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -783306.437500 Penalty: 2948.324463
	Iteration 25Q: 3 clusters Score -783306.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -783317.437500 Penalty: 2948.324463
	Iteration 26Q: 3 clusters Score -783317.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -783328.437500 Penalty: 2948.324463
	Iteration 27Q: 3 clusters Score -783328.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -783341.187500 Penalty: 2948.324463
	Iteration 28Q: 3 clusters Score -783341.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -783358.750000 Penalty: 2948.324463
	Iteration 29Q: 3 clusters Score -783358.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -783372.875000 Penalty: 2948.324463
	Iteration 30Q: 3 clusters Score -783372.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -783384.375000 Penalty: 2948.324463
	Iteration 31Q: 3 clusters Score -783384.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -783401.875000 Penalty: 2948.324463
	Iteration 32Q: 3 clusters Score -783401.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -783419.062500 Penalty: 2948.324463
	Iteration 33Q: 3 clusters Score -783419.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -783435.062500 Penalty: 2948.324463
	Iteration 34Q: 3 clusters Score -783435.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -783451.812500 Penalty: 2948.324463
	Iteration 35Q: 3 clusters Score -783451.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -783465.562500 Penalty: 2948.324463
	Iteration 36Q: 3 clusters Score -783465.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -783482.437500 Penalty: 2948.324463
	Iteration 37Q: 3 clusters Score -783482.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -783494.062500 Penalty: 2948.324463
	Iteration 38Q: 3 clusters Score -783494.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -783506.812500 Penalty: 2948.324463
	Iteration 39Q: 3 clusters Score -783506.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -783517.062500 Penalty: 2948.324463
	Iteration 40F: 3 clusters Score -783517.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -783527.562500 Penalty: 2948.324463
	Iteration 41Q: 3 clusters Score -783527.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -783536.750000 Penalty: 2948.324463
	Iteration 42Q: 3 clusters Score -783536.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -783544.250000 Penalty: 2948.324463
	Iteration 43Q: 3 clusters Score -783544.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -783555.812500 Penalty: 2948.324463
	Iteration 44Q: 3 clusters Score -783555.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -783565.125000 Penalty: 2948.324463
	Iteration 45Q: 3 clusters Score -783565.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -783578.250000 Penalty: 2948.324463
	Iteration 46Q: 3 clusters Score -783578.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -783591.000000 Penalty: 2948.324463
	Iteration 47Q: 3 clusters Score -783591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -783606.500000 Penalty: 2948.324463
	Iteration 48Q: 3 clusters Score -783606.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -783617.750000 Penalty: 2948.324463
	Iteration 49Q: 3 clusters Score -783617.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -783634.250000 Penalty: 2948.324463
	Iteration 50Q: 3 clusters Score -783634.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -783642.250000 Penalty: 2948.324463
	Iteration 51Q: 3 clusters Score -783642.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -783651.750000 Penalty: 2948.324463
	Iteration 52Q: 3 clusters Score -783651.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -783658.000000 Penalty: 2948.324463
	Iteration 53Q: 3 clusters Score -783658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -783665.125000 Penalty: 2948.324463
	Iteration 54Q: 3 clusters Score -783665.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -783671.750000 Penalty: 2948.324463
	Iteration 55Q: 3 clusters Score -783671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -783677.562500 Penalty: 2948.324463
	Iteration 56Q: 3 clusters Score -783677.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -783682.062500 Penalty: 2948.324463
	Iteration 57Q: 3 clusters Score -783682.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -783688.687500 Penalty: 2948.324463
	Iteration 58Q: 3 clusters Score -783688.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -783697.875000 Penalty: 2948.324463
	Iteration 59Q: 3 clusters Score -783697.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -783704.125000 Penalty: 2948.324463
	Iteration 60F: 3 clusters Score -783704.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -783710.562500 Penalty: 2948.324463
	Iteration 61Q: 3 clusters Score -783710.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -783716.000000 Penalty: 2948.324463
	Iteration 62Q: 3 clusters Score -783716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -783722.562500 Penalty: 2948.324463
	Iteration 63Q: 3 clusters Score -783722.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -783728.375000 Penalty: 2948.324463
	Iteration 64Q: 3 clusters Score -783728.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -783735.187500 Penalty: 2948.324463
	Iteration 65Q: 3 clusters Score -783735.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -783743.437500 Penalty: 2948.324463
	Iteration 66Q: 3 clusters Score -783743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -783747.937500 Penalty: 2948.324463
	Iteration 67Q: 3 clusters Score -783747.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -783749.812500 Penalty: 2948.324463
	Iteration 68Q: 3 clusters Score -783749.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -783750.312500 Penalty: 2948.324463
	Iteration 69Q: 3 clusters Score -783750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -783753.375000 Penalty: 2948.324463
	Iteration 70Q: 3 clusters Score -783753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -783757.750000 Penalty: 2948.324463
	Iteration 71Q: 3 clusters Score -783757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -783761.812500 Penalty: 2948.324463
	Iteration 72Q: 3 clusters Score -783761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -783764.875000 Penalty: 2948.324463
	Iteration 73Q: 3 clusters Score -783764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -783768.750000 Penalty: 2948.324463
	Iteration 74Q: 3 clusters Score -783768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -783770.750000 Penalty: 2948.324463
	Iteration 75Q: 3 clusters Score -783770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -783770.625000 Penalty: 2948.324463
	Iteration 76Q: 3 clusters Score -783770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -783772.812500 Penalty: 2948.324463
	Iteration 77Q: 3 clusters Score -783772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -783777.250000 Penalty: 2948.324463
	Iteration 78Q: 3 clusters Score -783777.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -783780.937500 Penalty: 2948.324463
	Iteration 79Q: 3 clusters Score -783780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -783784.187500 Penalty: 2948.324463
	Iteration 80F: 3 clusters Score -783784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -783788.375000 Penalty: 2948.324463
	Iteration 81Q: 3 clusters Score -783788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -783793.125000 Penalty: 2948.324463
	Iteration 82Q: 3 clusters Score -783793.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -783796.812500 Penalty: 2948.324463
	Iteration 83Q: 3 clusters Score -783796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -783801.875000 Penalty: 2948.324463
	Iteration 84Q: 3 clusters Score -783801.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -783804.375000 Penalty: 2948.324463
	Iteration 85Q: 3 clusters Score -783804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -783807.437500 Penalty: 2948.324463
	Iteration 86Q: 3 clusters Score -783807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -783807.937500 Penalty: 2948.324463
	Iteration 87Q: 3 clusters Score -783807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -783810.375000 Penalty: 2948.324463
	Iteration 88Q: 3 clusters Score -783810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -783812.687500 Penalty: 2948.324463
	Iteration 89Q: 3 clusters Score -783812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -783812.250000 Penalty: 2948.324463
	Iteration 90Q: 3 clusters Score -783812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -783812.625000 Penalty: 2948.324463
	Iteration 91Q: 3 clusters Score -783812.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -783813.437500 Penalty: 2948.324463
	Iteration 92Q: 3 clusters Score -783813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -783814.812500 Penalty: 2948.324463
	Iteration 93Q: 3 clusters Score -783814.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -783814.812500 Penalty: 2948.324463
	Iteration 94F: 3 clusters Score -783814.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Entering Unmasked Estep 
Score: -1935105.375000 Penalty: 1631.220581
	Iteration 0F: 2 clusters Score -1935105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1919536.250000 Penalty: 3262.441162
	Iteration 0F: 3 clusters Score -1919536 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1925280.500000 Penalty: 3262.441162
	Iteration 1F: 3 clusters Score -1925280 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1925696.500000 Penalty: 3262.441162
	Iteration 2Q: 3 clusters Score -1925696 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1926104.500000 Penalty: 3262.441162
	Iteration 3Q: 3 clusters Score -1926104 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1926540.500000 Penalty: 3262.441162
	Iteration 4Q: 3 clusters Score -1926540 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1927048.625000 Penalty: 3262.441162
	Iteration 5Q: 3 clusters Score -1927049 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1927657.750000 Penalty: 3262.441162
	Iteration 6Q: 3 clusters Score -1927658 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1928402.875000 Penalty: 3262.441162
	Iteration 7F: 3 clusters Score -1928403 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1929208.250000 Penalty: 3262.441162
	Iteration 8F: 3 clusters Score -1929208 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1929945.750000 Penalty: 3262.441162
	Iteration 9Q: 3 clusters Score -1929946 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1930465.500000 Penalty: 3262.441162
	Iteration 10Q: 3 clusters Score -1930466 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1930801.125000 Penalty: 3262.441162
	Iteration 11Q: 3 clusters Score -1930801 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1931061.000000 Penalty: 3262.441162
	Iteration 12Q: 3 clusters Score -1931061 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1931299.500000 Penalty: 3262.441162
	Iteration 13Q: 3 clusters Score -1931300 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1931514.875000 Penalty: 3262.441162
	Iteration 14Q: 3 clusters Score -1931515 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1931730.625000 Penalty: 3262.441162
	Iteration 15Q: 3 clusters Score -1931731 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1931917.375000 Penalty: 3262.441162
	Iteration 16Q: 3 clusters Score -1931917 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1932110.125000 Penalty: 3262.441162
	Iteration 17Q: 3 clusters Score -1932110 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1932323.500000 Penalty: 3262.441162
	Iteration 18Q: 3 clusters Score -1932324 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1932524.000000 Penalty: 3262.441162
	Iteration 19Q: 3 clusters Score -1932524 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1932717.250000 Penalty: 3262.441162
	Iteration 20F: 3 clusters Score -1932717 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1932905.125000 Penalty: 3262.441162
	Iteration 21Q: 3 clusters Score -1932905 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1933064.750000 Penalty: 3262.441162
	Iteration 22Q: 3 clusters Score -1933065 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1933196.875000 Penalty: 3262.441162
	Iteration 23Q: 3 clusters Score -1933197 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1933303.875000 Penalty: 3262.441162
	Iteration 24Q: 3 clusters Score -1933304 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1933387.000000 Penalty: 3262.441162
	Iteration 25Q: 3 clusters Score -1933387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1933455.000000 Penalty: 3262.441162
	Iteration 26Q: 3 clusters Score -1933455 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1933510.625000 Penalty: 3262.441162
	Iteration 27Q: 3 clusters Score -1933511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1933543.500000 Penalty: 3262.441162
	Iteration 28Q: 3 clusters Score -1933544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1933565.500000 Penalty: 3262.441162
	Iteration 29Q: 3 clusters Score -1933566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1933586.375000 Penalty: 3262.441162
	Iteration 30Q: 3 clusters Score -1933586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1933595.375000 Penalty: 3262.441162
	Iteration 31Q: 3 clusters Score -1933595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1933616.625000 Penalty: 3262.441162
	Iteration 32Q: 3 clusters Score -1933617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1933630.875000 Penalty: 3262.441162
	Iteration 33Q: 3 clusters Score -1933631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1933645.250000 Penalty: 3262.441162
	Iteration 34Q: 3 clusters Score -1933645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1933657.250000 Penalty: 3262.441162
	Iteration 35Q: 3 clusters Score -1933657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1933670.000000 Penalty: 3262.441162
	Iteration 36Q: 3 clusters Score -1933670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1933686.625000 Penalty: 3262.441162
	Iteration 37Q: 3 clusters Score -1933687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1933698.125000 Penalty: 3262.441162
	Iteration 38Q: 3 clusters Score -1933698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1933712.000000 Penalty: 3262.441162
	Iteration 39Q: 3 clusters Score -1933712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1933722.750000 Penalty: 3262.441162
	Iteration 40F: 3 clusters Score -1933723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1933722.625000 Penalty: 3262.441162
	Iteration 41Q: 3 clusters Score -1933723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1933729.125000 Penalty: 3262.441162
	Iteration 42Q: 3 clusters Score -1933729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1933727.625000 Penalty: 3262.441162
	Iteration 43Q: 3 clusters Score -1933728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1933729.375000 Penalty: 3262.441162
	Iteration 44Q: 3 clusters Score -1933729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1933732.250000 Penalty: 3262.441162
	Iteration 45Q: 3 clusters Score -1933732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1933734.875000 Penalty: 3262.441162
	Iteration 46Q: 3 clusters Score -1933735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1933735.250000 Penalty: 3262.441162
	Iteration 47Q: 3 clusters Score -1933735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1933738.625000 Penalty: 3262.441162
	Iteration 48Q: 3 clusters Score -1933739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1933744.625000 Penalty: 3262.441162
	Iteration 49Q: 3 clusters Score -1933745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1933749.375000 Penalty: 3262.441162
	Iteration 50Q: 3 clusters Score -1933749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1933753.250000 Penalty: 3262.441162
	Iteration 51Q: 3 clusters Score -1933753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1933752.375000 Penalty: 3262.441162
	Iteration 52Q: 3 clusters Score -1933752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1933754.125000 Penalty: 3262.441162
	Iteration 53Q: 3 clusters Score -1933754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1933758.000000 Penalty: 3262.441162
	Iteration 54Q: 3 clusters Score -1933758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1933761.125000 Penalty: 3262.441162
	Iteration 55Q: 3 clusters Score -1933761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1933765.000000 Penalty: 3262.441162
	Iteration 56Q: 3 clusters Score -1933765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1933767.000000 Penalty: 3262.441162
	Iteration 57Q: 3 clusters Score -1933767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1933770.125000 Penalty: 3262.441162
	Iteration 58Q: 3 clusters Score -1933770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1933772.500000 Penalty: 3262.441162
	Iteration 59Q: 3 clusters Score -1933772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1933772.875000 Penalty: 3262.441162
	Iteration 60F: 3 clusters Score -1933773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1933775.375000 Penalty: 3262.441162
	Iteration 61Q: 3 clusters Score -1933775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1933775.375000 Penalty: 3262.441162
	Iteration 62F: 3 clusters Score -1933775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Entering Unmasked Estep 
Score: -6150950.000000 Penalty: 1814.049683
	Iteration 0F: 2 clusters Score -6150950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -6103716.500000 Penalty: 3628.099365
	Iteration 0F: 3 clusters Score -6103716 nChanged 33611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -6122444.500000 Penalty: 3628.099365
	Iteration 1F: 3 clusters Score -6122444 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -6122985.500000 Penalty: 3628.099365
	Iteration 2Q: 3 clusters Score -6122986 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -6123616.500000 Penalty: 3628.099365
	Iteration 3Q: 3 clusters Score -6123616 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -6124513.000000 Penalty: 3628.099365
	Iteration 4Q: 3 clusters Score -6124513 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -6126112.000000 Penalty: 3628.099365
	Iteration 5Q: 3 clusters Score -6126112 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -6129091.500000 Penalty: 3628.099365
	Iteration 6F: 3 clusters Score -6129092 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -6134006.500000 Penalty: 3628.099365
	Iteration 7F: 3 clusters Score -6134006 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -6140155.500000 Penalty: 3628.099365
	Iteration 8F: 3 clusters Score -6140156 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -6145173.000000 Penalty: 3628.099365
	Iteration 9F: 3 clusters Score -6145173 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6147822.500000 Penalty: 3628.099365
	Iteration 10Q: 3 clusters Score -6147822 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69592 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6148816.500000 Penalty: 3628.099365
	Iteration 11Q: 3 clusters Score -6148816 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6149157.500000 Penalty: 3628.099365
	Iteration 12Q: 3 clusters Score -6149158 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6149276.500000 Penalty: 3628.099365
	Iteration 13Q: 3 clusters Score -6149276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6149356.500000 Penalty: 3628.099365
	Iteration 14Q: 3 clusters Score -6149356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6149408.500000 Penalty: 3628.099365
	Iteration 15Q: 3 clusters Score -6149408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6149430.000000 Penalty: 3628.099365
	Iteration 16Q: 3 clusters Score -6149430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6149443.000000 Penalty: 3628.099365
	Iteration 17Q: 3 clusters Score -6149443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6149453.500000 Penalty: 3628.099365
	Iteration 18Q: 3 clusters Score -6149454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6149472.000000 Penalty: 3628.099365
	Iteration 19Q: 3 clusters Score -6149472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70124 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6149494.500000 Penalty: 3628.099365
	Iteration 20F: 3 clusters Score -6149494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6149510.500000 Penalty: 3628.099365
	Iteration 21Q: 3 clusters Score -6149510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6149524.000000 Penalty: 3628.099365
	Iteration 22Q: 3 clusters Score -6149524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6149531.000000 Penalty: 3628.099365
	Iteration 23Q: 3 clusters Score -6149531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6149556.500000 Penalty: 3628.099365
	Iteration 24Q: 3 clusters Score -6149556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6149567.500000 Penalty: 3628.099365
	Iteration 25Q: 3 clusters Score -6149568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6149587.500000 Penalty: 3628.099365
	Iteration 26Q: 3 clusters Score -6149588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6149604.500000 Penalty: 3628.099365
	Iteration 27Q: 3 clusters Score -6149604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6149611.500000 Penalty: 3628.099365
	Iteration 28Q: 3 clusters Score -6149612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6149624.500000 Penalty: 3628.099365
	Iteration 29Q: 3 clusters Score -6149624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6149629.500000 Penalty: 3628.099365
	Iteration 30Q: 3 clusters Score -6149630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6149629.000000 Penalty: 3628.099365
	Iteration 31Q: 3 clusters Score -6149629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6149630.500000 Penalty: 3628.099365
	Iteration 32Q: 3 clusters Score -6149630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6149633.000000 Penalty: 3628.099365
	Iteration 33Q: 3 clusters Score -6149633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6149635.000000 Penalty: 3628.099365
	Iteration 34Q: 3 clusters Score -6149635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6149635.000000 Penalty: 3628.099365
	Iteration 35F: 3 clusters Score -6149635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Entering Unmasked Estep 
Score: -1555200.875000 Penalty: 1584.996948
	Iteration 0F: 2 clusters Score -1555201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1543403.125000 Penalty: 3169.993896
	Iteration 0F: 3 clusters Score -1543403 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1547510.250000 Penalty: 3169.993896
	Iteration 1F: 3 clusters Score -1547510 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1547757.500000 Penalty: 3169.993896
	Iteration 2Q: 3 clusters Score -1547758 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1547960.000000 Penalty: 3169.993896
	Iteration 3Q: 3 clusters Score -1547960 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1548152.750000 Penalty: 3169.993896
	Iteration 4Q: 3 clusters Score -1548153 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1548377.375000 Penalty: 3169.993896
	Iteration 5Q: 3 clusters Score -1548377 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1548668.750000 Penalty: 3169.993896
	Iteration 6Q: 3 clusters Score -1548669 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1549067.000000 Penalty: 3169.993896
	Iteration 7Q: 3 clusters Score -1549067 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1549619.250000 Penalty: 3169.993896
	Iteration 8F: 3 clusters Score -1549619 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1550407.125000 Penalty: 3169.993896
	Iteration 9F: 3 clusters Score -1550407 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1551354.500000 Penalty: 3169.993896
	Iteration 10F: 3 clusters Score -1551354 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1552256.250000 Penalty: 3169.993896
	Iteration 11F: 3 clusters Score -1552256 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1552922.625000 Penalty: 3169.993896
	Iteration 12Q: 3 clusters Score -1552923 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1553320.375000 Penalty: 3169.993896
	Iteration 13Q: 3 clusters Score -1553320 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1553530.875000 Penalty: 3169.993896
	Iteration 14Q: 3 clusters Score -1553531 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -1553661.375000 Penalty: 3169.993896
	Iteration 15Q: 3 clusters Score -1553661 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -1553736.750000 Penalty: 3169.993896
	Iteration 16Q: 3 clusters Score -1553737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1553776.250000 Penalty: 3169.993896
	Iteration 17Q: 3 clusters Score -1553776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1553802.625000 Penalty: 3169.993896
	Iteration 18Q: 3 clusters Score -1553803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -1553814.875000 Penalty: 3169.993896
	Iteration 19Q: 3 clusters Score -1553815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1553828.750000 Penalty: 3169.993896
	Iteration 20F: 3 clusters Score -1553829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1553834.625000 Penalty: 3169.993896
	Iteration 21Q: 3 clusters Score -1553835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1553840.125000 Penalty: 3169.993896
	Iteration 22Q: 3 clusters Score -1553840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1553847.875000 Penalty: 3169.993896
	Iteration 23Q: 3 clusters Score -1553848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1553847.750000 Penalty: 3169.993896
	Iteration 24Q: 3 clusters Score -1553848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -1553847.250000 Penalty: 3169.993896
	Iteration 25Q: 3 clusters Score -1553847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1553847.375000 Penalty: 3169.993896
	Iteration 26Q: 3 clusters Score -1553847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1553848.125000 Penalty: 3169.993896
	Iteration 27Q: 3 clusters Score -1553848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1553848.125000 Penalty: 3169.993896
	Iteration 28F: 3 clusters Score -1553848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -15162.051758 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -15162.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14413.939453 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -14413.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14542.344727 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -14542.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14586.346680 Penalty: 1758.784912
	Iteration 2Q: 3 clusters Score -14586.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14648.414062 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -14648.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -14747.667969 Penalty: 1758.784912
	Iteration 4F: 3 clusters Score -14747.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14795.803711 Penalty: 1758.784912
	Iteration 5Q: 3 clusters Score -14795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14863.094727 Penalty: 1758.784912
	Iteration 6Q: 3 clusters Score -14863.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -14896.158203 Penalty: 1758.784912
	Iteration 7Q: 3 clusters Score -14896.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14910.583008 Penalty: 1758.784912
	Iteration 8Q: 3 clusters Score -14910.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14921.157227 Penalty: 1758.784912
	Iteration 9Q: 3 clusters Score -14921.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -14927.435547 Penalty: 1758.784912
	Iteration 10Q: 3 clusters Score -14927.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14931.073242 Penalty: 1758.784912
	Iteration 11Q: 3 clusters Score -14931.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14960.682617 Penalty: 1758.784912
	Iteration 12Q: 3 clusters Score -14960.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14960.682617 Penalty: 1758.784912
	Iteration 13F: 3 clusters Score -14960.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -315372.500000 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -315372.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -312298.687500 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -312298.7 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -313070.687500 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -313070.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -313221.375000 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -313221.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -313324.500000 Penalty: 2652.817871
	Iteration 3F: 3 clusters Score -313324.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -313406.812500 Penalty: 2652.817871
	Iteration 4Q: 3 clusters Score -313406.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -313475.750000 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -313475.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -313529.656250 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -313529.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -313580.281250 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -313580.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -313632.218750 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -313632.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -313669.781250 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -313669.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -313705.218750 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -313705.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -313733.718750 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -313733.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -313771.750000 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -313771.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -313816.656250 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -313816.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -313864.593750 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -313864.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -313917.156250 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -313917.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -313963.968750 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -313964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -314005.531250 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -314005.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -314044.500000 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -314044.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -314064.468750 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -314064.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -314083.687500 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -314083.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -314105.031250 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -314105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -314122.187500 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -314122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -314137.968750 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -314138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -314148.937500 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -314148.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -314156.093750 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -314156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -314162.437500 Penalty: 2652.817871
	Iteration 26Q: 3 clusters Score -314162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -314166.812500 Penalty: 2652.817871
	Iteration 27Q: 3 clusters Score -314166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -314171.906250 Penalty: 2652.817871
	Iteration 28Q: 3 clusters Score -314171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -314178.125000 Penalty: 2652.817871
	Iteration 29Q: 3 clusters Score -314178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -314181.218750 Penalty: 2652.817871
	Iteration 30Q: 3 clusters Score -314181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -314182.468750 Penalty: 2652.817871
	Iteration 31Q: 3 clusters Score -314182.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -314186.906250 Penalty: 2652.817871
	Iteration 32Q: 3 clusters Score -314186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -314189.500000 Penalty: 2652.817871
	Iteration 33Q: 3 clusters Score -314189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -314193.750000 Penalty: 2652.817871
	Iteration 34Q: 3 clusters Score -314193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -314195.625000 Penalty: 2652.817871
	Iteration 35Q: 3 clusters Score -314195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -314196.687500 Penalty: 2652.817871
	Iteration 36Q: 3 clusters Score -314196.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -314200.500000 Penalty: 2652.817871
	Iteration 37Q: 3 clusters Score -314200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -314202.562500 Penalty: 2652.817871
	Iteration 38Q: 3 clusters Score -314202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -314204.031250 Penalty: 2652.817871
	Iteration 39Q: 3 clusters Score -314204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -314205.343750 Penalty: 2652.817871
	Iteration 40F: 3 clusters Score -314205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -314205.593750 Penalty: 2652.817871
	Iteration 41Q: 3 clusters Score -314205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -314206.968750 Penalty: 2652.817871
	Iteration 42Q: 3 clusters Score -314207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -314206.968750 Penalty: 2652.817871
	Iteration 43Q: 3 clusters Score -314207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -314206.968750 Penalty: 2652.817871
	Iteration 44F: 3 clusters Score -314207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (278628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278628 members 
Entering Unmasked Estep 
Score: -24964008.000000 Penalty: 2037.365356
	Iteration 0F: 2 clusters Score -2.496401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138939 members 
Mstep: Class 2 contains 139689 members 
Entering Unmasked Estep 
Score: -24786950.000000 Penalty: 4074.730713
	Iteration 0F: 3 clusters Score -2.478695e+07 nChanged 135568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131551 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -24868046.000000 Penalty: 4074.730713
	Iteration 1F: 3 clusters Score -2.486805e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126282 members 
Mstep: Class 2 contains 152346 members 
Entering Unmasked Estep 
Score: -24869616.000000 Penalty: 4074.730713
	Iteration 2Q: 3 clusters Score -2.486962e+07 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118064 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -24872722.000000 Penalty: 4074.730713
	Iteration 3Q: 3 clusters Score -2.487272e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 172960 members 
Entering Unmasked Estep 
Score: -24878176.000000 Penalty: 4074.730713
	Iteration 4Q: 3 clusters Score -2.487818e+07 nChanged 18101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -24888442.000000 Penalty: 4074.730713
	Iteration 5F: 3 clusters Score -2.488844e+07 nChanged 21621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 211782 members 
Entering Unmasked Estep 
Score: -24903182.000000 Penalty: 4074.730713
	Iteration 6F: 3 clusters Score -2.490318e+07 nChanged 21008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 232608 members 
Entering Unmasked Estep 
Score: -24920044.000000 Penalty: 4074.730713
	Iteration 7F: 3 clusters Score -2.492004e+07 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 249401 members 
Entering Unmasked Estep 
Score: -24934838.000000 Penalty: 4074.730713
	Iteration 8F: 3 clusters Score -2.493484e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 260578 members 
Entering Unmasked Estep 
Score: -24945222.000000 Penalty: 4074.730713
	Iteration 9Q: 3 clusters Score -2.494522e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 267551 members 
Entering Unmasked Estep 
Score: -24951898.000000 Penalty: 4074.730713
	Iteration 10Q: 3 clusters Score -2.49519e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 271760 members 
Entering Unmasked Estep 
Score: -24955904.000000 Penalty: 4074.730713
	Iteration 11Q: 3 clusters Score -2.49559e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 274315 members 
Entering Unmasked Estep 
Score: -24958368.000000 Penalty: 4074.730713
	Iteration 12Q: 3 clusters Score -2.495837e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 275828 members 
Entering Unmasked Estep 
Score: -24959828.000000 Penalty: 4074.730713
	Iteration 13Q: 3 clusters Score -2.495983e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 276729 members 
Entering Unmasked Estep 
Score: -24960726.000000 Penalty: 4074.730713
	Iteration 14Q: 3 clusters Score -2.496073e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 277238 members 
Entering Unmasked Estep 
Score: -24961284.000000 Penalty: 4074.730713
	Iteration 15Q: 3 clusters Score -2.496128e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 277546 members 
Entering Unmasked Estep 
Score: -24961588.000000 Penalty: 4074.730713
	Iteration 16Q: 3 clusters Score -2.496159e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 277732 members 
Entering Unmasked Estep 
Score: -24961786.000000 Penalty: 4074.730713
	Iteration 17Q: 3 clusters Score -2.496179e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 277843 members 
Entering Unmasked Estep 
Score: -24961906.000000 Penalty: 4074.730713
	Iteration 18Q: 3 clusters Score -2.496191e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 277917 members 
Entering Unmasked Estep 
Score: -24961974.000000 Penalty: 4074.730713
	Iteration 19Q: 3 clusters Score -2.496197e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 277960 members 
Entering Unmasked Estep 
Score: -24962030.000000 Penalty: 4074.730713
	Iteration 20F: 3 clusters Score -2.496203e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 277986 members 
Entering Unmasked Estep 
Score: -24962066.000000 Penalty: 4074.730713
	Iteration 21Q: 3 clusters Score -2.496207e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 278013 members 
Entering Unmasked Estep 
Score: -24962080.000000 Penalty: 4074.730713
	Iteration 22Q: 3 clusters Score -2.496208e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 278029 members 
Entering Unmasked Estep 
Score: -24962090.000000 Penalty: 4074.730713
	Iteration 23Q: 3 clusters Score -2.496209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 278043 members 
Entering Unmasked Estep 
Score: -24962126.000000 Penalty: 4074.730713
	Iteration 24Q: 3 clusters Score -2.496213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 278060 members 
Entering Unmasked Estep 
Score: -24962138.000000 Penalty: 4074.730713
	Iteration 25Q: 3 clusters Score -2.496214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 278075 members 
Entering Unmasked Estep 
Score: -24962134.000000 Penalty: 4074.730713
	Iteration 26Q: 3 clusters Score -2.496213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 278086 members 
Entering Unmasked Estep 
Score: -24962152.000000 Penalty: 4074.730713
	Iteration 27Q: 3 clusters Score -2.496215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 278094 members 
Entering Unmasked Estep 
Score: -24962162.000000 Penalty: 4074.730713
	Iteration 28Q: 3 clusters Score -2.496216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 278106 members 
Entering Unmasked Estep 
Score: -24962180.000000 Penalty: 4074.730713
	Iteration 29Q: 3 clusters Score -2.496218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 278114 members 
Entering Unmasked Estep 
Score: -24962172.000000 Penalty: 4074.730713
	Iteration 30Q: 3 clusters Score -2.496217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 278121 members 
Entering Unmasked Estep 
Score: -24962180.000000 Penalty: 4074.730713
	Iteration 31Q: 3 clusters Score -2.496218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 278118 members 
Entering Unmasked Estep 
Score: -24962192.000000 Penalty: 4074.730713
	Iteration 32Q: 3 clusters Score -2.496219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 278117 members 
Entering Unmasked Estep 
Score: -24962186.000000 Penalty: 4074.730713
	Iteration 33Q: 3 clusters Score -2.496219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 278117 members 
Entering Unmasked Estep 
Score: -24962186.000000 Penalty: 4074.730713
	Iteration 34F: 3 clusters Score -2.496219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Entering Unmasked Estep 
Score: -666870.250000 Penalty: 1451.827515
	Iteration 0F: 2 clusters Score -666870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -661278.875000 Penalty: 2903.655029
	Iteration 0F: 3 clusters Score -661278.9 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -663044.250000 Penalty: 2903.655029
	Iteration 1F: 3 clusters Score -663044.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -663266.125000 Penalty: 2903.655029
	Iteration 2F: 3 clusters Score -663266.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -663446.812500 Penalty: 2903.655029
	Iteration 3Q: 3 clusters Score -663446.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -663623.625000 Penalty: 2903.655029
	Iteration 4Q: 3 clusters Score -663623.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -663770.812500 Penalty: 2903.655029
	Iteration 5Q: 3 clusters Score -663770.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -663930.562500 Penalty: 2903.655029
	Iteration 6Q: 3 clusters Score -663930.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -664068.375000 Penalty: 2903.655029
	Iteration 7Q: 3 clusters Score -664068.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -664203.875000 Penalty: 2903.655029
	Iteration 8Q: 3 clusters Score -664203.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -664355.812500 Penalty: 2903.655029
	Iteration 9Q: 3 clusters Score -664355.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -664499.375000 Penalty: 2903.655029
	Iteration 10Q: 3 clusters Score -664499.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -664673.187500 Penalty: 2903.655029
	Iteration 11Q: 3 clusters Score -664673.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -664853.750000 Penalty: 2903.655029
	Iteration 12Q: 3 clusters Score -664853.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -665051.750000 Penalty: 2903.655029
	Iteration 13Q: 3 clusters Score -665051.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -665221.375000 Penalty: 2903.655029
	Iteration 14Q: 3 clusters Score -665221.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -665357.812500 Penalty: 2903.655029
	Iteration 15Q: 3 clusters Score -665357.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -665480.437500 Penalty: 2903.655029
	Iteration 16Q: 3 clusters Score -665480.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -665559.500000 Penalty: 2903.655029
	Iteration 17Q: 3 clusters Score -665559.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -665614.062500 Penalty: 2903.655029
	Iteration 18Q: 3 clusters Score -665614.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -665655.312500 Penalty: 2903.655029
	Iteration 19Q: 3 clusters Score -665655.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -665687.187500 Penalty: 2903.655029
	Iteration 20F: 3 clusters Score -665687.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -665708.062500 Penalty: 2903.655029
	Iteration 21Q: 3 clusters Score -665708.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -665722.437500 Penalty: 2903.655029
	Iteration 22Q: 3 clusters Score -665722.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -665738.750000 Penalty: 2903.655029
	Iteration 23Q: 3 clusters Score -665738.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -665746.437500 Penalty: 2903.655029
	Iteration 24Q: 3 clusters Score -665746.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -665757.687500 Penalty: 2903.655029
	Iteration 25Q: 3 clusters Score -665757.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -665761.562500 Penalty: 2903.655029
	Iteration 26Q: 3 clusters Score -665761.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -665768.312500 Penalty: 2903.655029
	Iteration 27Q: 3 clusters Score -665768.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -665772.687500 Penalty: 2903.655029
	Iteration 28Q: 3 clusters Score -665772.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -665779.687500 Penalty: 2903.655029
	Iteration 29Q: 3 clusters Score -665779.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -665785.375000 Penalty: 2903.655029
	Iteration 30Q: 3 clusters Score -665785.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -665787.250000 Penalty: 2903.655029
	Iteration 31Q: 3 clusters Score -665787.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -665792.187500 Penalty: 2903.655029
	Iteration 32Q: 3 clusters Score -665792.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -665794.562500 Penalty: 2903.655029
	Iteration 33Q: 3 clusters Score -665794.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -665801.000000 Penalty: 2903.655029
	Iteration 34Q: 3 clusters Score -665801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -665803.562500 Penalty: 2903.655029
	Iteration 35Q: 3 clusters Score -665803.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -665811.125000 Penalty: 2903.655029
	Iteration 36Q: 3 clusters Score -665811.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -665817.937500 Penalty: 2903.655029
	Iteration 37Q: 3 clusters Score -665817.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -665823.125000 Penalty: 2903.655029
	Iteration 38Q: 3 clusters Score -665823.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -665826.562500 Penalty: 2903.655029
	Iteration 39Q: 3 clusters Score -665826.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -665829.250000 Penalty: 2903.655029
	Iteration 40F: 3 clusters Score -665829.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -665831.750000 Penalty: 2903.655029
	Iteration 41Q: 3 clusters Score -665831.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -665839.687500 Penalty: 2903.655029
	Iteration 42Q: 3 clusters Score -665839.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -665842.812500 Penalty: 2903.655029
	Iteration 43Q: 3 clusters Score -665842.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -665849.375000 Penalty: 2903.655029
	Iteration 44Q: 3 clusters Score -665849.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -665857.125000 Penalty: 2903.655029
	Iteration 45Q: 3 clusters Score -665857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -665859.875000 Penalty: 2903.655029
	Iteration 46Q: 3 clusters Score -665859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -665860.687500 Penalty: 2903.655029
	Iteration 47Q: 3 clusters Score -665860.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -665864.812500 Penalty: 2903.655029
	Iteration 48Q: 3 clusters Score -665864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -665865.562500 Penalty: 2903.655029
	Iteration 49Q: 3 clusters Score -665865.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -665868.750000 Penalty: 2903.655029
	Iteration 50Q: 3 clusters Score -665868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -665869.812500 Penalty: 2903.655029
	Iteration 51Q: 3 clusters Score -665869.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -665872.437500 Penalty: 2903.655029
	Iteration 52Q: 3 clusters Score -665872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -665872.375000 Penalty: 2903.655029
	Iteration 53Q: 3 clusters Score -665872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -665875.812500 Penalty: 2903.655029
	Iteration 54Q: 3 clusters Score -665875.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -665877.375000 Penalty: 2903.655029
	Iteration 55Q: 3 clusters Score -665877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -665882.687500 Penalty: 2903.655029
	Iteration 56Q: 3 clusters Score -665882.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -665886.562500 Penalty: 2903.655029
	Iteration 57Q: 3 clusters Score -665886.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -665885.250000 Penalty: 2903.655029
	Iteration 58Q: 3 clusters Score -665885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -665887.437500 Penalty: 2903.655029
	Iteration 59Q: 3 clusters Score -665887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -665887.687500 Penalty: 2903.655029
	Iteration 60F: 3 clusters Score -665887.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -665891.000000 Penalty: 2903.655029
	Iteration 61Q: 3 clusters Score -665891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -665889.875000 Penalty: 2903.655029
	Iteration 62Q: 3 clusters Score -665889.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -665894.937500 Penalty: 2903.655029
	Iteration 63Q: 3 clusters Score -665894.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -665897.062500 Penalty: 2903.655029
	Iteration 64Q: 3 clusters Score -665897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -665899.375000 Penalty: 2903.655029
	Iteration 65Q: 3 clusters Score -665899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -665902.750000 Penalty: 2903.655029
	Iteration 66Q: 3 clusters Score -665902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -665904.562500 Penalty: 2903.655029
	Iteration 67Q: 3 clusters Score -665904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -665904.937500 Penalty: 2903.655029
	Iteration 68Q: 3 clusters Score -665904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -665905.750000 Penalty: 2903.655029
	Iteration 69Q: 3 clusters Score -665905.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -665908.500000 Penalty: 2903.655029
	Iteration 70Q: 3 clusters Score -665908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -665909.312500 Penalty: 2903.655029
	Iteration 71Q: 3 clusters Score -665909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -665910.125000 Penalty: 2903.655029
	Iteration 72Q: 3 clusters Score -665910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -665909.937500 Penalty: 2903.655029
	Iteration 73Q: 3 clusters Score -665909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -665911.250000 Penalty: 2903.655029
	Iteration 74Q: 3 clusters Score -665911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -665912.000000 Penalty: 2903.655029
	Iteration 75Q: 3 clusters Score -665912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -665911.375000 Penalty: 2903.655029
	Iteration 76Q: 3 clusters Score -665911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -665911.562500 Penalty: 2903.655029
	Iteration 77Q: 3 clusters Score -665911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -665912.812500 Penalty: 2903.655029
	Iteration 78Q: 3 clusters Score -665912.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -665913.187500 Penalty: 2903.655029
	Iteration 79Q: 3 clusters Score -665913.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -665913.187500 Penalty: 2903.655029
	Iteration 80F: 3 clusters Score -665913.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -171313.187500 Penalty: 1238.603394
	Iteration 0F: 2 clusters Score -171313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -169201.640625 Penalty: 2477.206787
	Iteration 0F: 3 clusters Score -169201.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -169685.765625 Penalty: 2477.206787
	Iteration 1F: 3 clusters Score -169685.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -169874.812500 Penalty: 2477.206787
	Iteration 2F: 3 clusters Score -169874.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -170041.984375 Penalty: 2477.206787
	Iteration 3F: 3 clusters Score -170042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170190.281250 Penalty: 2477.206787
	Iteration 4F: 3 clusters Score -170190.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170300.281250 Penalty: 2477.206787
	Iteration 5F: 3 clusters Score -170300.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -170391.203125 Penalty: 2477.206787
	Iteration 6Q: 3 clusters Score -170391.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -170462.828125 Penalty: 2477.206787
	Iteration 7Q: 3 clusters Score -170462.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -170512.984375 Penalty: 2477.206787
	Iteration 8Q: 3 clusters Score -170513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -170545.390625 Penalty: 2477.206787
	Iteration 9Q: 3 clusters Score -170545.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170570.375000 Penalty: 2477.206787
	Iteration 10Q: 3 clusters Score -170570.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170584.062500 Penalty: 2477.206787
	Iteration 11Q: 3 clusters Score -170584.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170590.156250 Penalty: 2477.206787
	Iteration 12Q: 3 clusters Score -170590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -170592.593750 Penalty: 2477.206787
	Iteration 13Q: 3 clusters Score -170592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -170595.843750 Penalty: 2477.206787
	Iteration 14Q: 3 clusters Score -170595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -170597.421875 Penalty: 2477.206787
	Iteration 15Q: 3 clusters Score -170597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170599.781250 Penalty: 2477.206787
	Iteration 16Q: 3 clusters Score -170599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170600.671875 Penalty: 2477.206787
	Iteration 17Q: 3 clusters Score -170600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170603.203125 Penalty: 2477.206787
	Iteration 18Q: 3 clusters Score -170603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -170605.640625 Penalty: 2477.206787
	Iteration 19Q: 3 clusters Score -170605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -170605.890625 Penalty: 2477.206787
	Iteration 20F: 3 clusters Score -170605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -170606.984375 Penalty: 2477.206787
	Iteration 21Q: 3 clusters Score -170607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -170609.281250 Penalty: 2477.206787
	Iteration 22Q: 3 clusters Score -170609.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -170609.531250 Penalty: 2477.206787
	Iteration 23Q: 3 clusters Score -170609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -170609.531250 Penalty: 2477.206787
	Iteration 24F: 3 clusters Score -170609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Entering Unmasked Estep 
Score: -6101146.000000 Penalty: 1812.132202
	Iteration 0F: 2 clusters Score -6101146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -6054479.000000 Penalty: 3624.264404
	Iteration 0F: 3 clusters Score -6054479 nChanged 32998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -6073327.000000 Penalty: 3624.264404
	Iteration 1F: 3 clusters Score -6073327 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -6073777.500000 Penalty: 3624.264404
	Iteration 2Q: 3 clusters Score -6073778 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -6074286.500000 Penalty: 3624.264404
	Iteration 3Q: 3 clusters Score -6074286 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -6074890.000000 Penalty: 3624.264404
	Iteration 4Q: 3 clusters Score -6074890 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -6075858.000000 Penalty: 3624.264404
	Iteration 5Q: 3 clusters Score -6075858 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -6077257.000000 Penalty: 3624.264404
	Iteration 6Q: 3 clusters Score -6077257 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6079456.000000 Penalty: 3624.264404
	Iteration 7F: 3 clusters Score -6079456 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -6083085.500000 Penalty: 3624.264404
	Iteration 8F: 3 clusters Score -6083086 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -6088102.000000 Penalty: 3624.264404
	Iteration 9F: 3 clusters Score -6088102 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -6093362.000000 Penalty: 3624.264404
	Iteration 10F: 3 clusters Score -6093362 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -6097017.500000 Penalty: 3624.264404
	Iteration 11F: 3 clusters Score -6097018 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -6098698.500000 Penalty: 3624.264404
	Iteration 12Q: 3 clusters Score -6098698 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -6099251.500000 Penalty: 3624.264404
	Iteration 13Q: 3 clusters Score -6099252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -6099409.000000 Penalty: 3624.264404
	Iteration 14Q: 3 clusters Score -6099409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -6099470.500000 Penalty: 3624.264404
	Iteration 15Q: 3 clusters Score -6099470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -6099507.000000 Penalty: 3624.264404
	Iteration 16Q: 3 clusters Score -6099507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -6099518.000000 Penalty: 3624.264404
	Iteration 17Q: 3 clusters Score -6099518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -6099530.000000 Penalty: 3624.264404
	Iteration 18Q: 3 clusters Score -6099530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -6099528.500000 Penalty: 3624.264404
	Iteration 19Q: 3 clusters Score -6099528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -6099528.500000 Penalty: 3624.264404
	Iteration 20F: 3 clusters Score -6099528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Entering Unmasked Estep 
Score: -344247.125000 Penalty: 1344.209717
	Iteration 0F: 2 clusters Score -344247.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -340968.375000 Penalty: 2688.419434
	Iteration 0F: 3 clusters Score -340968.4 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -341861.906250 Penalty: 2688.419434
	Iteration 1F: 3 clusters Score -341861.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -342050.812500 Penalty: 2688.419434
	Iteration 2F: 3 clusters Score -342050.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -342185.281250 Penalty: 2688.419434
	Iteration 3F: 3 clusters Score -342185.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -342281.437500 Penalty: 2688.419434
	Iteration 4Q: 3 clusters Score -342281.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -342357.031250 Penalty: 2688.419434
	Iteration 5Q: 3 clusters Score -342357 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -342434.625000 Penalty: 2688.419434
	Iteration 6Q: 3 clusters Score -342434.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -342510.718750 Penalty: 2688.419434
	Iteration 7Q: 3 clusters Score -342510.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -342588.875000 Penalty: 2688.419434
	Iteration 8Q: 3 clusters Score -342588.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -342658.125000 Penalty: 2688.419434
	Iteration 9Q: 3 clusters Score -342658.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -342738.812500 Penalty: 2688.419434
	Iteration 10Q: 3 clusters Score -342738.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -342816.343750 Penalty: 2688.419434
	Iteration 11Q: 3 clusters Score -342816.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -342901.781250 Penalty: 2688.419434
	Iteration 12Q: 3 clusters Score -342901.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -342983.468750 Penalty: 2688.419434
	Iteration 13Q: 3 clusters Score -342983.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -343057.687500 Penalty: 2688.419434
	Iteration 14Q: 3 clusters Score -343057.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -343124.250000 Penalty: 2688.419434
	Iteration 15Q: 3 clusters Score -343124.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -343187.718750 Penalty: 2688.419434
	Iteration 16Q: 3 clusters Score -343187.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -343230.031250 Penalty: 2688.419434
	Iteration 17Q: 3 clusters Score -343230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -343253.687500 Penalty: 2688.419434
	Iteration 18Q: 3 clusters Score -343253.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -343272.218750 Penalty: 2688.419434
	Iteration 19Q: 3 clusters Score -343272.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -343291.312500 Penalty: 2688.419434
	Iteration 20F: 3 clusters Score -343291.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -343311.812500 Penalty: 2688.419434
	Iteration 21Q: 3 clusters Score -343311.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -343332.562500 Penalty: 2688.419434
	Iteration 22Q: 3 clusters Score -343332.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -343349.031250 Penalty: 2688.419434
	Iteration 23Q: 3 clusters Score -343349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -343363.937500 Penalty: 2688.419434
	Iteration 24Q: 3 clusters Score -343363.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -343375.125000 Penalty: 2688.419434
	Iteration 25Q: 3 clusters Score -343375.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -343390.218750 Penalty: 2688.419434
	Iteration 26Q: 3 clusters Score -343390.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -343404.156250 Penalty: 2688.419434
	Iteration 27Q: 3 clusters Score -343404.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -343414.937500 Penalty: 2688.419434
	Iteration 28Q: 3 clusters Score -343414.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -343425.843750 Penalty: 2688.419434
	Iteration 29Q: 3 clusters Score -343425.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -343436.906250 Penalty: 2688.419434
	Iteration 30Q: 3 clusters Score -343436.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -343443.906250 Penalty: 2688.419434
	Iteration 31Q: 3 clusters Score -343443.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -343453.187500 Penalty: 2688.419434
	Iteration 32Q: 3 clusters Score -343453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -343461.750000 Penalty: 2688.419434
	Iteration 33Q: 3 clusters Score -343461.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -343470.281250 Penalty: 2688.419434
	Iteration 34Q: 3 clusters Score -343470.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -343479.062500 Penalty: 2688.419434
	Iteration 35Q: 3 clusters Score -343479.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -343493.937500 Penalty: 2688.419434
	Iteration 36Q: 3 clusters Score -343493.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -343505.781250 Penalty: 2688.419434
	Iteration 37Q: 3 clusters Score -343505.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -343517.187500 Penalty: 2688.419434
	Iteration 38Q: 3 clusters Score -343517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -343528.375000 Penalty: 2688.419434
	Iteration 39Q: 3 clusters Score -343528.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -343536.031250 Penalty: 2688.419434
	Iteration 40F: 3 clusters Score -343536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -343541.437500 Penalty: 2688.419434
	Iteration 41Q: 3 clusters Score -343541.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -343547.343750 Penalty: 2688.419434
	Iteration 42Q: 3 clusters Score -343547.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -343552.468750 Penalty: 2688.419434
	Iteration 43Q: 3 clusters Score -343552.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -343561.218750 Penalty: 2688.419434
	Iteration 44Q: 3 clusters Score -343561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -343572.625000 Penalty: 2688.419434
	Iteration 45Q: 3 clusters Score -343572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -343584.718750 Penalty: 2688.419434
	Iteration 46Q: 3 clusters Score -343584.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -343594.000000 Penalty: 2688.419434
	Iteration 47Q: 3 clusters Score -343594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -343603.937500 Penalty: 2688.419434
	Iteration 48Q: 3 clusters Score -343603.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -343619.000000 Penalty: 2688.419434
	Iteration 49Q: 3 clusters Score -343619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -343632.156250 Penalty: 2688.419434
	Iteration 50Q: 3 clusters Score -343632.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -343653.250000 Penalty: 2688.419434
	Iteration 51Q: 3 clusters Score -343653.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -343678.968750 Penalty: 2688.419434
	Iteration 52Q: 3 clusters Score -343679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -343714.093750 Penalty: 2688.419434
	Iteration 53Q: 3 clusters Score -343714.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -343753.625000 Penalty: 2688.419434
	Iteration 54Q: 3 clusters Score -343753.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -343788.625000 Penalty: 2688.419434
	Iteration 55Q: 3 clusters Score -343788.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -343813.187500 Penalty: 2688.419434
	Iteration 56Q: 3 clusters Score -343813.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -343822.343750 Penalty: 2688.419434
	Iteration 57Q: 3 clusters Score -343822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -343827.531250 Penalty: 2688.419434
	Iteration 58Q: 3 clusters Score -343827.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -343834.187500 Penalty: 2688.419434
	Iteration 59Q: 3 clusters Score -343834.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -343840.593750 Penalty: 2688.419434
	Iteration 60F: 3 clusters Score -343840.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -343845.125000 Penalty: 2688.419434
	Iteration 61Q: 3 clusters Score -343845.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -343848.656250 Penalty: 2688.419434
	Iteration 62Q: 3 clusters Score -343848.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -343852.187500 Penalty: 2688.419434
	Iteration 63Q: 3 clusters Score -343852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -343854.062500 Penalty: 2688.419434
	Iteration 64Q: 3 clusters Score -343854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -343855.718750 Penalty: 2688.419434
	Iteration 65Q: 3 clusters Score -343855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -343855.562500 Penalty: 2688.419434
	Iteration 66Q: 3 clusters Score -343855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -343857.500000 Penalty: 2688.419434
	Iteration 67Q: 3 clusters Score -343857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -343858.312500 Penalty: 2688.419434
	Iteration 68Q: 3 clusters Score -343858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -343858.125000 Penalty: 2688.419434
	Iteration 69Q: 3 clusters Score -343858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -343858.812500 Penalty: 2688.419434
	Iteration 70Q: 3 clusters Score -343858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -343858.437500 Penalty: 2688.419434
	Iteration 71Q: 3 clusters Score -343858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -343858.437500 Penalty: 2688.419434
	Iteration 72F: 3 clusters Score -343858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -238735.312500 Penalty: 1284.394409
	Iteration 0F: 2 clusters Score -238735.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -236189.484375 Penalty: 2568.788818
	Iteration 0F: 3 clusters Score -236189.5 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -236798.812500 Penalty: 2568.788818
	Iteration 1F: 3 clusters Score -236798.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -236919.218750 Penalty: 2568.788818
	Iteration 2F: 3 clusters Score -236919.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -237004.125000 Penalty: 2568.788818
	Iteration 3Q: 3 clusters Score -237004.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -237055.906250 Penalty: 2568.788818
	Iteration 4Q: 3 clusters Score -237055.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -237097.453125 Penalty: 2568.788818
	Iteration 5Q: 3 clusters Score -237097.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -237135.093750 Penalty: 2568.788818
	Iteration 6Q: 3 clusters Score -237135.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -237168.515625 Penalty: 2568.788818
	Iteration 7Q: 3 clusters Score -237168.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -237202.937500 Penalty: 2568.788818
	Iteration 8Q: 3 clusters Score -237202.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -237231.343750 Penalty: 2568.788818
	Iteration 9Q: 3 clusters Score -237231.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -237256.921875 Penalty: 2568.788818
	Iteration 10Q: 3 clusters Score -237256.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -237282.609375 Penalty: 2568.788818
	Iteration 11Q: 3 clusters Score -237282.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -237303.781250 Penalty: 2568.788818
	Iteration 12Q: 3 clusters Score -237303.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -237316.578125 Penalty: 2568.788818
	Iteration 13Q: 3 clusters Score -237316.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -237326.671875 Penalty: 2568.788818
	Iteration 14Q: 3 clusters Score -237326.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -237339.125000 Penalty: 2568.788818
	Iteration 15Q: 3 clusters Score -237339.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -237354.640625 Penalty: 2568.788818
	Iteration 16Q: 3 clusters Score -237354.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -237375.750000 Penalty: 2568.788818
	Iteration 17Q: 3 clusters Score -237375.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -237403.281250 Penalty: 2568.788818
	Iteration 18Q: 3 clusters Score -237403.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -237429.968750 Penalty: 2568.788818
	Iteration 19Q: 3 clusters Score -237430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -237456.359375 Penalty: 2568.788818
	Iteration 20F: 3 clusters Score -237456.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -237483.187500 Penalty: 2568.788818
	Iteration 21Q: 3 clusters Score -237483.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -237497.906250 Penalty: 2568.788818
	Iteration 22Q: 3 clusters Score -237497.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -237510.531250 Penalty: 2568.788818
	Iteration 23Q: 3 clusters Score -237510.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -237520.718750 Penalty: 2568.788818
	Iteration 24Q: 3 clusters Score -237520.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -237525.578125 Penalty: 2568.788818
	Iteration 25Q: 3 clusters Score -237525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -237528.000000 Penalty: 2568.788818
	Iteration 26Q: 3 clusters Score -237528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -237531.593750 Penalty: 2568.788818
	Iteration 27Q: 3 clusters Score -237531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -237534.859375 Penalty: 2568.788818
	Iteration 28Q: 3 clusters Score -237534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -237539.218750 Penalty: 2568.788818
	Iteration 29Q: 3 clusters Score -237539.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -237543.781250 Penalty: 2568.788818
	Iteration 30Q: 3 clusters Score -237543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -237548.953125 Penalty: 2568.788818
	Iteration 31Q: 3 clusters Score -237549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -237554.468750 Penalty: 2568.788818
	Iteration 32Q: 3 clusters Score -237554.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -237558.937500 Penalty: 2568.788818
	Iteration 33Q: 3 clusters Score -237558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -237562.062500 Penalty: 2568.788818
	Iteration 34Q: 3 clusters Score -237562.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -237565.406250 Penalty: 2568.788818
	Iteration 35Q: 3 clusters Score -237565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -237570.515625 Penalty: 2568.788818
	Iteration 36Q: 3 clusters Score -237570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -237573.156250 Penalty: 2568.788818
	Iteration 37Q: 3 clusters Score -237573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -237574.546875 Penalty: 2568.788818
	Iteration 38Q: 3 clusters Score -237574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -237575.718750 Penalty: 2568.788818
	Iteration 39Q: 3 clusters Score -237575.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -237576.906250 Penalty: 2568.788818
	Iteration 40F: 3 clusters Score -237576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -237577.890625 Penalty: 2568.788818
	Iteration 41Q: 3 clusters Score -237577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -237577.890625 Penalty: 2568.788818
	Iteration 42F: 3 clusters Score -237577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -679902.750000 Penalty: 1451.699097
	Iteration 0F: 2 clusters Score -679902.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -674305.875000 Penalty: 2903.398193
	Iteration 0F: 3 clusters Score -674305.9 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -675936.812500 Penalty: 2903.398193
	Iteration 1F: 3 clusters Score -675936.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -676146.562500 Penalty: 2903.398193
	Iteration 2F: 3 clusters Score -676146.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -676318.625000 Penalty: 2903.398193
	Iteration 3F: 3 clusters Score -676318.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -676463.375000 Penalty: 2903.398193
	Iteration 4Q: 3 clusters Score -676463.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -676592.375000 Penalty: 2903.398193
	Iteration 5Q: 3 clusters Score -676592.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -676701.562500 Penalty: 2903.398193
	Iteration 6Q: 3 clusters Score -676701.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -676797.875000 Penalty: 2903.398193
	Iteration 7Q: 3 clusters Score -676797.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -676891.125000 Penalty: 2903.398193
	Iteration 8Q: 3 clusters Score -676891.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -676972.500000 Penalty: 2903.398193
	Iteration 9Q: 3 clusters Score -676972.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -677063.062500 Penalty: 2903.398193
	Iteration 10Q: 3 clusters Score -677063.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -677168.187500 Penalty: 2903.398193
	Iteration 11Q: 3 clusters Score -677168.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -677295.250000 Penalty: 2903.398193
	Iteration 12Q: 3 clusters Score -677295.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -677430.500000 Penalty: 2903.398193
	Iteration 13Q: 3 clusters Score -677430.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -677552.375000 Penalty: 2903.398193
	Iteration 14Q: 3 clusters Score -677552.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -677651.187500 Penalty: 2903.398193
	Iteration 15Q: 3 clusters Score -677651.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -677741.437500 Penalty: 2903.398193
	Iteration 16Q: 3 clusters Score -677741.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -677812.000000 Penalty: 2903.398193
	Iteration 17Q: 3 clusters Score -677812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -677861.312500 Penalty: 2903.398193
	Iteration 18Q: 3 clusters Score -677861.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -677911.375000 Penalty: 2903.398193
	Iteration 19Q: 3 clusters Score -677911.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -677954.125000 Penalty: 2903.398193
	Iteration 20F: 3 clusters Score -677954.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -677980.000000 Penalty: 2903.398193
	Iteration 21Q: 3 clusters Score -677980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -678000.750000 Penalty: 2903.398193
	Iteration 22Q: 3 clusters Score -678000.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -678022.125000 Penalty: 2903.398193
	Iteration 23Q: 3 clusters Score -678022.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -678041.000000 Penalty: 2903.398193
	Iteration 24Q: 3 clusters Score -678041 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -678059.000000 Penalty: 2903.398193
	Iteration 25Q: 3 clusters Score -678059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -678071.937500 Penalty: 2903.398193
	Iteration 26Q: 3 clusters Score -678071.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -678080.437500 Penalty: 2903.398193
	Iteration 27Q: 3 clusters Score -678080.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -678087.062500 Penalty: 2903.398193
	Iteration 28Q: 3 clusters Score -678087.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -678096.937500 Penalty: 2903.398193
	Iteration 29Q: 3 clusters Score -678096.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -678103.937500 Penalty: 2903.398193
	Iteration 30Q: 3 clusters Score -678103.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -678109.937500 Penalty: 2903.398193
	Iteration 31Q: 3 clusters Score -678109.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -678111.375000 Penalty: 2903.398193
	Iteration 32Q: 3 clusters Score -678111.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -678114.437500 Penalty: 2903.398193
	Iteration 33Q: 3 clusters Score -678114.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -678116.875000 Penalty: 2903.398193
	Iteration 34Q: 3 clusters Score -678116.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -678116.750000 Penalty: 2903.398193
	Iteration 35Q: 3 clusters Score -678116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -678120.375000 Penalty: 2903.398193
	Iteration 36Q: 3 clusters Score -678120.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -678123.312500 Penalty: 2903.398193
	Iteration 37Q: 3 clusters Score -678123.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -678127.625000 Penalty: 2903.398193
	Iteration 38Q: 3 clusters Score -678127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -678129.937500 Penalty: 2903.398193
	Iteration 39Q: 3 clusters Score -678129.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -678131.437500 Penalty: 2903.398193
	Iteration 40F: 3 clusters Score -678131.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -678134.312500 Penalty: 2903.398193
	Iteration 41Q: 3 clusters Score -678134.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -678135.375000 Penalty: 2903.398193
	Iteration 42Q: 3 clusters Score -678135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -678137.125000 Penalty: 2903.398193
	Iteration 43Q: 3 clusters Score -678137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -678135.875000 Penalty: 2903.398193
	Iteration 44Q: 3 clusters Score -678135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -678135.375000 Penalty: 2903.398193
	Iteration 45Q: 3 clusters Score -678135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -678135.375000 Penalty: 2903.398193
	Iteration 46F: 3 clusters Score -678135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12174 members 
Mstep: Class 4 contains 8595 members 
Mstep: Class 5 contains 8706 members 
Mstep: Class 6 contains 22886 members 
Mstep: Class 7 contains 70501 members 
Mstep: Class 8 contains 17220 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278628 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69674 members 
Mstep: Class 15 contains 3913 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695908.000000 Penalty: 36385.617188
Iteration 119Q: 18 clusters Score -4.569591e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12173 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 8710 members 
Mstep: Class 6 contains 22884 members 
Mstep: Class 7 contains 70492 members 
Mstep: Class 8 contains 17223 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278683 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69662 members 
Mstep: Class 15 contains 3917 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695904.000000 Penalty: 36385.617188
Iteration 120F: 18 clusters Score -4.56959e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12172 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 8714 members 
Mstep: Class 6 contains 22885 members 
Mstep: Class 7 contains 70486 members 
Mstep: Class 8 contains 17219 members 
Mstep: Class 9 contains 225 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278732 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69654 members 
Mstep: Class 15 contains 3919 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 121Q: 18 clusters Score -4.569594e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12172 members 
Mstep: Class 4 contains 8465 members 
Mstep: Class 5 contains 8715 members 
Mstep: Class 6 contains 22884 members 
Mstep: Class 7 contains 70483 members 
Mstep: Class 8 contains 17222 members 
Mstep: Class 9 contains 224 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278777 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69650 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695952.000000 Penalty: 36385.617188
Iteration 122Q: 18 clusters Score -4.569595e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12172 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 22884 members 
Mstep: Class 7 contains 70473 members 
Mstep: Class 8 contains 17223 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278829 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 69649 members 
Mstep: Class 15 contains 3928 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695912.000000 Penalty: 36385.617188
Iteration 123Q: 18 clusters Score -4.569591e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12173 members 
Mstep: Class 4 contains 8382 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 22883 members 
Mstep: Class 7 contains 70467 members 
Mstep: Class 8 contains 17225 members 
Mstep: Class 9 contains 223 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 278878 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 69640 members 
Mstep: Class 15 contains 3930 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695956.000000 Penalty: 36385.617188
Iteration 124Q: 18 clusters Score -4.569596e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 12174 members 
Mstep: Class 4 contains 8348 members 
Mstep: Class 5 contains 8715 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70463 members 
Mstep: Class 8 contains 17224 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 278924 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 69633 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695928.000000 Penalty: 36385.617188
Iteration 125Q: 18 clusters Score -4.569593e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12174 members 
Mstep: Class 4 contains 8317 members 
Mstep: Class 5 contains 8715 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70453 members 
Mstep: Class 8 contains 17227 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 3506 members 
Mstep: Class 11 contains 278973 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69623 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 17 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695904.000000 Penalty: 36385.617188
Iteration 126Q: 18 clusters Score -4.56959e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8290 members 
Mstep: Class 5 contains 8715 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70433 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279020 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69617 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695896.000000 Penalty: 36385.617188
Iteration 127Q: 18 clusters Score -4.56959e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12175 members 
Mstep: Class 4 contains 8253 members 
Mstep: Class 5 contains 8714 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70428 members 
Mstep: Class 8 contains 17219 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279069 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69617 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695912.000000 Penalty: 36385.617188
Iteration 128Q: 18 clusters Score -4.569591e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8212 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70421 members 
Mstep: Class 8 contains 17217 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279118 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69613 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695928.000000 Penalty: 36385.617188
Iteration 129Q: 18 clusters Score -4.569593e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8177 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70416 members 
Mstep: Class 8 contains 17213 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279163 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69607 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2713 members 
Mstep: Class 17 contains 7589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695916.000000 Penalty: 36385.617188
Iteration 130Q: 18 clusters Score -4.569592e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8132 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70409 members 
Mstep: Class 8 contains 17214 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279220 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69603 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 131Q: 18 clusters Score -4.569594e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8088 members 
Mstep: Class 5 contains 8720 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70401 members 
Mstep: Class 8 contains 17214 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279282 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69594 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695952.000000 Penalty: 36385.617188
Iteration 132Q: 18 clusters Score -4.569595e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 12176 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 8721 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70390 members 
Mstep: Class 8 contains 17210 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279332 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69587 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695960.000000 Penalty: 36385.617188
Iteration 133Q: 18 clusters Score -4.569596e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 12177 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70376 members 
Mstep: Class 8 contains 17203 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 279372 members 
Mstep: Class 12 contains 7587 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69585 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695964.000000 Penalty: 36385.617188
Iteration 134Q: 18 clusters Score -4.569596e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 12178 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70365 members 
Mstep: Class 8 contains 17198 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 279414 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69578 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695944.000000 Penalty: 36385.617188
Iteration 135Q: 18 clusters Score -4.569594e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 22881 members 
Mstep: Class 7 contains 70353 members 
Mstep: Class 8 contains 17187 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3511 members 
Mstep: Class 11 contains 279455 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69579 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2717 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695916.000000 Penalty: 36385.617188
Iteration 136Q: 18 clusters Score -4.569592e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7460 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 5 contains 8724 members 
Mstep: Class 6 contains 22882 members 
Mstep: Class 7 contains 70349 members 
Mstep: Class 8 contains 17175 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 279502 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69574 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695928.000000 Penalty: 36385.617188
Iteration 137Q: 18 clusters Score -4.569593e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7460 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 7932 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 22880 members 
Mstep: Class 7 contains 70341 members 
Mstep: Class 8 contains 17166 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3509 members 
Mstep: Class 11 contains 279537 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69572 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695912.000000 Penalty: 36385.617188
Iteration 138Q: 18 clusters Score -4.569591e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7459 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 8734 members 
Mstep: Class 6 contains 22879 members 
Mstep: Class 7 contains 70337 members 
Mstep: Class 8 contains 17160 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 279568 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69572 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695912.000000 Penalty: 36385.617188
Iteration 139Q: 18 clusters Score -4.569591e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 12185 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 8736 members 
Mstep: Class 6 contains 22879 members 
Mstep: Class 7 contains 70334 members 
Mstep: Class 8 contains 17156 members 
Mstep: Class 9 contains 215 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 279601 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69570 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695908.000000 Penalty: 36385.617188
Iteration 140F: 18 clusters Score -4.569591e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 12186 members 
Mstep: Class 4 contains 7855 members 
Mstep: Class 5 contains 8742 members 
Mstep: Class 6 contains 22879 members 
Mstep: Class 7 contains 70327 members 
Mstep: Class 8 contains 17150 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 279635 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69564 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 7589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695952.000000 Penalty: 36385.617188
Iteration 141Q: 18 clusters Score -4.569595e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7460 members 
Mstep: Class 3 contains 12185 members 
Mstep: Class 4 contains 7831 members 
Mstep: Class 5 contains 8744 members 
Mstep: Class 6 contains 22878 members 
Mstep: Class 7 contains 70327 members 
Mstep: Class 8 contains 17145 members 
Mstep: Class 9 contains 211 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279670 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 69561 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695952.000000 Penalty: 36385.617188
Iteration 142Q: 18 clusters Score -4.569595e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12186 members 
Mstep: Class 4 contains 7814 members 
Mstep: Class 5 contains 8745 members 
Mstep: Class 6 contains 22877 members 
Mstep: Class 7 contains 70319 members 
Mstep: Class 8 contains 17135 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279702 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 69561 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695980.000000 Penalty: 36385.617188
Iteration 143Q: 18 clusters Score -4.569598e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12188 members 
Mstep: Class 4 contains 7793 members 
Mstep: Class 5 contains 8748 members 
Mstep: Class 6 contains 22877 members 
Mstep: Class 7 contains 70314 members 
Mstep: Class 8 contains 17129 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279724 members 
Mstep: Class 12 contains 7591 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 69566 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696024.000000 Penalty: 36385.617188
Iteration 144Q: 18 clusters Score -4.569602e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 12189 members 
Mstep: Class 4 contains 7775 members 
Mstep: Class 5 contains 8750 members 
Mstep: Class 6 contains 22876 members 
Mstep: Class 7 contains 70308 members 
Mstep: Class 8 contains 17127 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 279748 members 
Mstep: Class 12 contains 7594 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 69562 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696040.000000 Penalty: 36385.617188
Iteration 145Q: 18 clusters Score -4.569604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 7757 members 
Mstep: Class 5 contains 8753 members 
Mstep: Class 6 contains 22875 members 
Mstep: Class 7 contains 70305 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 279778 members 
Mstep: Class 12 contains 7595 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 69555 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695984.000000 Penalty: 36385.617188
Iteration 146Q: 18 clusters Score -4.569598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 12195 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 8755 members 
Mstep: Class 6 contains 22874 members 
Mstep: Class 7 contains 70297 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 11 contains 279799 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69556 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696020.000000 Penalty: 36385.617188
Iteration 147Q: 18 clusters Score -4.569602e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 8757 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70295 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 279836 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69553 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696016.000000 Penalty: 36385.617188
Iteration 148Q: 18 clusters Score -4.569602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70291 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 279867 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69555 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696020.000000 Penalty: 36385.617188
Iteration 149Q: 18 clusters Score -4.569602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7650 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70290 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 279894 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69556 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696024.000000 Penalty: 36385.617188
Iteration 150Q: 18 clusters Score -4.569602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7470 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7619 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70290 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 279925 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69554 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695984.000000 Penalty: 36385.617188
Iteration 151Q: 18 clusters Score -4.569598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7590 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70290 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 279956 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69552 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695980.000000 Penalty: 36385.617188
Iteration 152Q: 18 clusters Score -4.569598e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70290 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 279977 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69552 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695968.000000 Penalty: 36385.617188
Iteration 153Q: 18 clusters Score -4.569597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70291 members 
Mstep: Class 8 contains 17124 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 279994 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69555 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695988.000000 Penalty: 36385.617188
Iteration 154Q: 18 clusters Score -4.569599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7529 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70291 members 
Mstep: Class 8 contains 17125 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 280007 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69563 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695944.000000 Penalty: 36385.617188
Iteration 155Q: 18 clusters Score -4.569594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7518 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70287 members 
Mstep: Class 8 contains 17119 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 280024 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69567 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695948.000000 Penalty: 36385.617188
Iteration 156Q: 18 clusters Score -4.569595e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7501 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 70287 members 
Mstep: Class 8 contains 17112 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 280046 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69569 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695924.000000 Penalty: 36385.617188
Iteration 157Q: 18 clusters Score -4.569592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7468 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 7483 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70287 members 
Mstep: Class 8 contains 17110 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 11 contains 280063 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 69569 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695932.000000 Penalty: 36385.617188
Iteration 158Q: 18 clusters Score -4.569593e+07 nChanged 37
Entering ConstructFrom: 
Score: -45695932.000000 Penalty: 36385.617188
Entering ConstructFrom: 
Trying to split cluster 1 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130683.679688 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -128835.281250 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128835.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -129266.078125 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129266.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -129493.726562 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129493.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -129666.289062 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129666.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -129803.265625 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -129803.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -129932.921875 Penalty: 2401.809082
	Iteration 5F: 3 clusters Score -129932.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -130029.257812 Penalty: 2401.809082
	Iteration 6F: 3 clusters Score -130029.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -130093.523438 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -130093.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -130125.437500 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -130125.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -130147.101562 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -130147.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -130159.390625 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -130159.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -130171.117188 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -130171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -130176.210938 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -130176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -130177.359375 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -130177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -130177.906250 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -130177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -130177.906250 Penalty: 2401.809082
	Iteration 15F: 3 clusters Score -130177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -667313.250000 Penalty: 1449.215332
	Iteration 0F: 2 clusters Score -667313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -661681.625000 Penalty: 2898.430664
	Iteration 0F: 3 clusters Score -661681.6 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -663351.125000 Penalty: 2898.430664
	Iteration 1F: 3 clusters Score -663351.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -663540.687500 Penalty: 2898.430664
	Iteration 2F: 3 clusters Score -663540.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -663688.000000 Penalty: 2898.430664
	Iteration 3Q: 3 clusters Score -663688 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -663818.125000 Penalty: 2898.430664
	Iteration 4Q: 3 clusters Score -663818.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -663913.625000 Penalty: 2898.430664
	Iteration 5Q: 3 clusters Score -663913.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -663990.875000 Penalty: 2898.430664
	Iteration 6Q: 3 clusters Score -663990.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -664078.750000 Penalty: 2898.430664
	Iteration 7Q: 3 clusters Score -664078.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -664191.062500 Penalty: 2898.430664
	Iteration 8Q: 3 clusters Score -664191.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -664307.187500 Penalty: 2898.430664
	Iteration 9Q: 3 clusters Score -664307.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -664448.312500 Penalty: 2898.430664
	Iteration 10Q: 3 clusters Score -664448.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -664621.437500 Penalty: 2898.430664
	Iteration 11Q: 3 clusters Score -664621.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -664797.250000 Penalty: 2898.430664
	Iteration 12Q: 3 clusters Score -664797.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -664982.000000 Penalty: 2898.430664
	Iteration 13Q: 3 clusters Score -664982 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -665157.875000 Penalty: 2898.430664
	Iteration 14Q: 3 clusters Score -665157.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -665370.812500 Penalty: 2898.430664
	Iteration 15Q: 3 clusters Score -665370.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -665593.000000 Penalty: 2898.430664
	Iteration 16Q: 3 clusters Score -665593 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -665790.375000 Penalty: 2898.430664
	Iteration 17Q: 3 clusters Score -665790.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -665913.750000 Penalty: 2898.430664
	Iteration 18Q: 3 clusters Score -665913.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -665983.812500 Penalty: 2898.430664
	Iteration 19Q: 3 clusters Score -665983.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -666017.000000 Penalty: 2898.430664
	Iteration 20F: 3 clusters Score -666017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -666039.937500 Penalty: 2898.430664
	Iteration 21Q: 3 clusters Score -666039.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -666053.500000 Penalty: 2898.430664
	Iteration 22Q: 3 clusters Score -666053.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -666062.625000 Penalty: 2898.430664
	Iteration 23Q: 3 clusters Score -666062.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -666075.875000 Penalty: 2898.430664
	Iteration 24Q: 3 clusters Score -666075.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -666083.312500 Penalty: 2898.430664
	Iteration 25Q: 3 clusters Score -666083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -666093.625000 Penalty: 2898.430664
	Iteration 26Q: 3 clusters Score -666093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -666098.750000 Penalty: 2898.430664
	Iteration 27Q: 3 clusters Score -666098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -666106.187500 Penalty: 2898.430664
	Iteration 28Q: 3 clusters Score -666106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -666110.875000 Penalty: 2898.430664
	Iteration 29Q: 3 clusters Score -666110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -666116.437500 Penalty: 2898.430664
	Iteration 30Q: 3 clusters Score -666116.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -666123.312500 Penalty: 2898.430664
	Iteration 31Q: 3 clusters Score -666123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -666128.375000 Penalty: 2898.430664
	Iteration 32Q: 3 clusters Score -666128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -666129.187500 Penalty: 2898.430664
	Iteration 33Q: 3 clusters Score -666129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -666131.125000 Penalty: 2898.430664
	Iteration 34Q: 3 clusters Score -666131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -666132.000000 Penalty: 2898.430664
	Iteration 35Q: 3 clusters Score -666132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -666133.625000 Penalty: 2898.430664
	Iteration 36Q: 3 clusters Score -666133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -666134.062500 Penalty: 2898.430664
	Iteration 37Q: 3 clusters Score -666134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -666135.625000 Penalty: 2898.430664
	Iteration 38Q: 3 clusters Score -666135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -666135.687500 Penalty: 2898.430664
	Iteration 39Q: 3 clusters Score -666135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -666137.125000 Penalty: 2898.430664
	Iteration 40F: 3 clusters Score -666137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Entering Unmasked Estep 
Score: -1084126.625000 Penalty: 1528.886963
	Iteration 0F: 2 clusters Score -1084127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1075589.625000 Penalty: 3057.773926
	Iteration 0F: 3 clusters Score -1075590 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1078465.125000 Penalty: 3057.773926
	Iteration 1F: 3 clusters Score -1078465 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1078799.500000 Penalty: 3057.773926
	Iteration 2F: 3 clusters Score -1078800 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1079063.000000 Penalty: 3057.773926
	Iteration 3Q: 3 clusters Score -1079063 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1079349.250000 Penalty: 3057.773926
	Iteration 4Q: 3 clusters Score -1079349 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1079621.375000 Penalty: 3057.773926
	Iteration 5Q: 3 clusters Score -1079621 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1079869.875000 Penalty: 3057.773926
	Iteration 6Q: 3 clusters Score -1079870 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1080112.000000 Penalty: 3057.773926
	Iteration 7Q: 3 clusters Score -1080112 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1080378.500000 Penalty: 3057.773926
	Iteration 8Q: 3 clusters Score -1080378 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1080658.250000 Penalty: 3057.773926
	Iteration 9Q: 3 clusters Score -1080658 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1080944.250000 Penalty: 3057.773926
	Iteration 10Q: 3 clusters Score -1080944 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1081201.875000 Penalty: 3057.773926
	Iteration 11Q: 3 clusters Score -1081202 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1081420.750000 Penalty: 3057.773926
	Iteration 12Q: 3 clusters Score -1081421 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1081609.250000 Penalty: 3057.773926
	Iteration 13Q: 3 clusters Score -1081609 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1081775.250000 Penalty: 3057.773926
	Iteration 14Q: 3 clusters Score -1081775 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1081942.125000 Penalty: 3057.773926
	Iteration 15Q: 3 clusters Score -1081942 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1082073.125000 Penalty: 3057.773926
	Iteration 16Q: 3 clusters Score -1082073 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1082202.125000 Penalty: 3057.773926
	Iteration 17Q: 3 clusters Score -1082202 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1082295.000000 Penalty: 3057.773926
	Iteration 18Q: 3 clusters Score -1082295 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1082378.125000 Penalty: 3057.773926
	Iteration 19Q: 3 clusters Score -1082378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1082465.500000 Penalty: 3057.773926
	Iteration 20F: 3 clusters Score -1082466 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1082546.125000 Penalty: 3057.773926
	Iteration 21Q: 3 clusters Score -1082546 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1082605.625000 Penalty: 3057.773926
	Iteration 22Q: 3 clusters Score -1082606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1082655.375000 Penalty: 3057.773926
	Iteration 23Q: 3 clusters Score -1082655 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1082690.250000 Penalty: 3057.773926
	Iteration 24Q: 3 clusters Score -1082690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1082723.000000 Penalty: 3057.773926
	Iteration 25Q: 3 clusters Score -1082723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1082754.750000 Penalty: 3057.773926
	Iteration 26Q: 3 clusters Score -1082755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1082773.750000 Penalty: 3057.773926
	Iteration 27Q: 3 clusters Score -1082774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1082786.375000 Penalty: 3057.773926
	Iteration 28Q: 3 clusters Score -1082786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1082795.125000 Penalty: 3057.773926
	Iteration 29Q: 3 clusters Score -1082795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1082799.125000 Penalty: 3057.773926
	Iteration 30Q: 3 clusters Score -1082799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1082811.875000 Penalty: 3057.773926
	Iteration 31Q: 3 clusters Score -1082812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1082815.375000 Penalty: 3057.773926
	Iteration 32Q: 3 clusters Score -1082815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1082816.125000 Penalty: 3057.773926
	Iteration 33Q: 3 clusters Score -1082816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1082819.125000 Penalty: 3057.773926
	Iteration 34Q: 3 clusters Score -1082819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1082817.375000 Penalty: 3057.773926
	Iteration 35Q: 3 clusters Score -1082817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1082818.500000 Penalty: 3057.773926
	Iteration 36Q: 3 clusters Score -1082818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1082819.875000 Penalty: 3057.773926
	Iteration 37Q: 3 clusters Score -1082820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1082819.875000 Penalty: 3057.773926
	Iteration 38F: 3 clusters Score -1082820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -676604.562500 Penalty: 1449.302368
	Iteration 0F: 2 clusters Score -676604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -671055.187500 Penalty: 2898.604736
	Iteration 0F: 3 clusters Score -671055.2 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -672747.812500 Penalty: 2898.604736
	Iteration 1F: 3 clusters Score -672747.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -673010.687500 Penalty: 2898.604736
	Iteration 2F: 3 clusters Score -673010.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -673239.875000 Penalty: 2898.604736
	Iteration 3F: 3 clusters Score -673239.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -673433.750000 Penalty: 2898.604736
	Iteration 4Q: 3 clusters Score -673433.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -673624.875000 Penalty: 2898.604736
	Iteration 5Q: 3 clusters Score -673624.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -673825.062500 Penalty: 2898.604736
	Iteration 6Q: 3 clusters Score -673825.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -674045.875000 Penalty: 2898.604736
	Iteration 7Q: 3 clusters Score -674045.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -674249.687500 Penalty: 2898.604736
	Iteration 8Q: 3 clusters Score -674249.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -674420.625000 Penalty: 2898.604736
	Iteration 9Q: 3 clusters Score -674420.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -674557.187500 Penalty: 2898.604736
	Iteration 10Q: 3 clusters Score -674557.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -674660.187500 Penalty: 2898.604736
	Iteration 11Q: 3 clusters Score -674660.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -674728.500000 Penalty: 2898.604736
	Iteration 12Q: 3 clusters Score -674728.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -674792.062500 Penalty: 2898.604736
	Iteration 13Q: 3 clusters Score -674792.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -674853.375000 Penalty: 2898.604736
	Iteration 14Q: 3 clusters Score -674853.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -674914.687500 Penalty: 2898.604736
	Iteration 15Q: 3 clusters Score -674914.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -674955.250000 Penalty: 2898.604736
	Iteration 16Q: 3 clusters Score -674955.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -674985.312500 Penalty: 2898.604736
	Iteration 17Q: 3 clusters Score -674985.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -674997.625000 Penalty: 2898.604736
	Iteration 18Q: 3 clusters Score -674997.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -675011.187500 Penalty: 2898.604736
	Iteration 19Q: 3 clusters Score -675011.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -675022.937500 Penalty: 2898.604736
	Iteration 20F: 3 clusters Score -675022.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -675032.250000 Penalty: 2898.604736
	Iteration 21Q: 3 clusters Score -675032.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -675037.437500 Penalty: 2898.604736
	Iteration 22Q: 3 clusters Score -675037.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -675041.000000 Penalty: 2898.604736
	Iteration 23Q: 3 clusters Score -675041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -675047.062500 Penalty: 2898.604736
	Iteration 24Q: 3 clusters Score -675047.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -675052.250000 Penalty: 2898.604736
	Iteration 25Q: 3 clusters Score -675052.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -675056.062500 Penalty: 2898.604736
	Iteration 26Q: 3 clusters Score -675056.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -675056.812500 Penalty: 2898.604736
	Iteration 27Q: 3 clusters Score -675056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -675058.562500 Penalty: 2898.604736
	Iteration 28Q: 3 clusters Score -675058.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -675060.187500 Penalty: 2898.604736
	Iteration 29Q: 3 clusters Score -675060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -675061.250000 Penalty: 2898.604736
	Iteration 30Q: 3 clusters Score -675061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -675062.187500 Penalty: 2898.604736
	Iteration 31Q: 3 clusters Score -675062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -675063.062500 Penalty: 2898.604736
	Iteration 32Q: 3 clusters Score -675063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -675063.687500 Penalty: 2898.604736
	Iteration 33Q: 3 clusters Score -675063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -675067.687500 Penalty: 2898.604736
	Iteration 34Q: 3 clusters Score -675067.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -675069.187500 Penalty: 2898.604736
	Iteration 35Q: 3 clusters Score -675069.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -675070.375000 Penalty: 2898.604736
	Iteration 36Q: 3 clusters Score -675070.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -675071.375000 Penalty: 2898.604736
	Iteration 37Q: 3 clusters Score -675071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -675073.187500 Penalty: 2898.604736
	Iteration 38Q: 3 clusters Score -675073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -675074.937500 Penalty: 2898.604736
	Iteration 39Q: 3 clusters Score -675074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -675077.000000 Penalty: 2898.604736
	Iteration 40F: 3 clusters Score -675077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -675077.812500 Penalty: 2898.604736
	Iteration 41Q: 3 clusters Score -675077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -675078.750000 Penalty: 2898.604736
	Iteration 42Q: 3 clusters Score -675078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -675079.375000 Penalty: 2898.604736
	Iteration 43Q: 3 clusters Score -675079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -675080.625000 Penalty: 2898.604736
	Iteration 44Q: 3 clusters Score -675080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -675080.062500 Penalty: 2898.604736
	Iteration 45Q: 3 clusters Score -675080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -675080.812500 Penalty: 2898.604736
	Iteration 46Q: 3 clusters Score -675080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -675081.062500 Penalty: 2898.604736
	Iteration 47Q: 3 clusters Score -675081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -675081.062500 Penalty: 2898.604736
	Iteration 48F: 3 clusters Score -675081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Entering Unmasked Estep 
Score: -789913.687500 Penalty: 1475.148560
	Iteration 0F: 2 clusters Score -789913.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -783567.562500 Penalty: 2950.297119
	Iteration 0F: 3 clusters Score -783567.6 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -785544.500000 Penalty: 2950.297119
	Iteration 1F: 3 clusters Score -785544.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -785762.875000 Penalty: 2950.297119
	Iteration 2F: 3 clusters Score -785762.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -785921.812500 Penalty: 2950.297119
	Iteration 3Q: 3 clusters Score -785921.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -786043.562500 Penalty: 2950.297119
	Iteration 4Q: 3 clusters Score -786043.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -786162.750000 Penalty: 2950.297119
	Iteration 5Q: 3 clusters Score -786162.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -786276.375000 Penalty: 2950.297119
	Iteration 6Q: 3 clusters Score -786276.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -786406.875000 Penalty: 2950.297119
	Iteration 7Q: 3 clusters Score -786406.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -786570.312500 Penalty: 2950.297119
	Iteration 8Q: 3 clusters Score -786570.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -786753.250000 Penalty: 2950.297119
	Iteration 9Q: 3 clusters Score -786753.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -786943.687500 Penalty: 2950.297119
	Iteration 10Q: 3 clusters Score -786943.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -787135.125000 Penalty: 2950.297119
	Iteration 11Q: 3 clusters Score -787135.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -787353.750000 Penalty: 2950.297119
	Iteration 12Q: 3 clusters Score -787353.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -787598.000000 Penalty: 2950.297119
	Iteration 13Q: 3 clusters Score -787598 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -787831.812500 Penalty: 2950.297119
	Iteration 14Q: 3 clusters Score -787831.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -787991.125000 Penalty: 2950.297119
	Iteration 15Q: 3 clusters Score -787991.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -788103.062500 Penalty: 2950.297119
	Iteration 16Q: 3 clusters Score -788103.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -788179.000000 Penalty: 2950.297119
	Iteration 17Q: 3 clusters Score -788179 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -788244.187500 Penalty: 2950.297119
	Iteration 18Q: 3 clusters Score -788244.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -788281.312500 Penalty: 2950.297119
	Iteration 19Q: 3 clusters Score -788281.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -788315.375000 Penalty: 2950.297119
	Iteration 20F: 3 clusters Score -788315.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -788334.437500 Penalty: 2950.297119
	Iteration 21Q: 3 clusters Score -788334.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -788348.562500 Penalty: 2950.297119
	Iteration 22Q: 3 clusters Score -788348.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -788362.500000 Penalty: 2950.297119
	Iteration 23Q: 3 clusters Score -788362.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -788377.500000 Penalty: 2950.297119
	Iteration 24Q: 3 clusters Score -788377.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -788391.812500 Penalty: 2950.297119
	Iteration 25Q: 3 clusters Score -788391.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -788400.375000 Penalty: 2950.297119
	Iteration 26Q: 3 clusters Score -788400.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -788405.875000 Penalty: 2950.297119
	Iteration 27Q: 3 clusters Score -788405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -788412.562500 Penalty: 2950.297119
	Iteration 28Q: 3 clusters Score -788412.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -788415.250000 Penalty: 2950.297119
	Iteration 29Q: 3 clusters Score -788415.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -788416.500000 Penalty: 2950.297119
	Iteration 30Q: 3 clusters Score -788416.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -788422.687500 Penalty: 2950.297119
	Iteration 31Q: 3 clusters Score -788422.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -788424.062500 Penalty: 2950.297119
	Iteration 32Q: 3 clusters Score -788424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -788426.500000 Penalty: 2950.297119
	Iteration 33Q: 3 clusters Score -788426.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -788427.312500 Penalty: 2950.297119
	Iteration 34Q: 3 clusters Score -788427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -788428.437500 Penalty: 2950.297119
	Iteration 35Q: 3 clusters Score -788428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -788428.437500 Penalty: 2950.297119
	Iteration 36F: 3 clusters Score -788428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Entering Unmasked Estep 
Score: -1934037.625000 Penalty: 1631.135376
	Iteration 0F: 2 clusters Score -1934038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1918471.750000 Penalty: 3262.270752
	Iteration 0F: 3 clusters Score -1918472 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1924159.125000 Penalty: 3262.270752
	Iteration 1F: 3 clusters Score -1924159 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1924498.625000 Penalty: 3262.270752
	Iteration 2Q: 3 clusters Score -1924499 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1924863.375000 Penalty: 3262.270752
	Iteration 3Q: 3 clusters Score -1924863 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1925255.250000 Penalty: 3262.270752
	Iteration 4Q: 3 clusters Score -1925255 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1925763.500000 Penalty: 3262.270752
	Iteration 5Q: 3 clusters Score -1925764 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1926367.250000 Penalty: 3262.270752
	Iteration 6Q: 3 clusters Score -1926367 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1926989.125000 Penalty: 3262.270752
	Iteration 7Q: 3 clusters Score -1926989 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1927616.250000 Penalty: 3262.270752
	Iteration 8Q: 3 clusters Score -1927616 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1928321.125000 Penalty: 3262.270752
	Iteration 9Q: 3 clusters Score -1928321 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1929111.625000 Penalty: 3262.270752
	Iteration 10F: 3 clusters Score -1929112 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1929910.750000 Penalty: 3262.270752
	Iteration 11Q: 3 clusters Score -1929911 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1930621.875000 Penalty: 3262.270752
	Iteration 12Q: 3 clusters Score -1930622 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1931249.750000 Penalty: 3262.270752
	Iteration 13Q: 3 clusters Score -1931250 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1931735.875000 Penalty: 3262.270752
	Iteration 14Q: 3 clusters Score -1931736 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1932079.500000 Penalty: 3262.270752
	Iteration 15Q: 3 clusters Score -1932080 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1932262.500000 Penalty: 3262.270752
	Iteration 16Q: 3 clusters Score -1932262 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1932380.000000 Penalty: 3262.270752
	Iteration 17Q: 3 clusters Score -1932380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1932475.125000 Penalty: 3262.270752
	Iteration 18Q: 3 clusters Score -1932475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1932536.250000 Penalty: 3262.270752
	Iteration 19Q: 3 clusters Score -1932536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1932570.250000 Penalty: 3262.270752
	Iteration 20F: 3 clusters Score -1932570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1932590.125000 Penalty: 3262.270752
	Iteration 21Q: 3 clusters Score -1932590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1932610.750000 Penalty: 3262.270752
	Iteration 22Q: 3 clusters Score -1932611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1932617.875000 Penalty: 3262.270752
	Iteration 23Q: 3 clusters Score -1932618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1932629.750000 Penalty: 3262.270752
	Iteration 24Q: 3 clusters Score -1932630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1932637.875000 Penalty: 3262.270752
	Iteration 25Q: 3 clusters Score -1932638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1932644.875000 Penalty: 3262.270752
	Iteration 26Q: 3 clusters Score -1932645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1932648.375000 Penalty: 3262.270752
	Iteration 27Q: 3 clusters Score -1932648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1932651.625000 Penalty: 3262.270752
	Iteration 28Q: 3 clusters Score -1932652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1932655.875000 Penalty: 3262.270752
	Iteration 29Q: 3 clusters Score -1932656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1932657.500000 Penalty: 3262.270752
	Iteration 30Q: 3 clusters Score -1932658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1932659.875000 Penalty: 3262.270752
	Iteration 31Q: 3 clusters Score -1932660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1932663.375000 Penalty: 3262.270752
	Iteration 32Q: 3 clusters Score -1932663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1932663.625000 Penalty: 3262.270752
	Iteration 33Q: 3 clusters Score -1932664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1932667.250000 Penalty: 3262.270752
	Iteration 34Q: 3 clusters Score -1932667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1932671.125000 Penalty: 3262.270752
	Iteration 35Q: 3 clusters Score -1932671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1932671.125000 Penalty: 3262.270752
	Iteration 36F: 3 clusters Score -1932671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Entering Unmasked Estep 
Score: -6132522.500000 Penalty: 1813.543945
	Iteration 0F: 2 clusters Score -6132522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6085454.500000 Penalty: 3627.087891
	Iteration 0F: 3 clusters Score -6085454 nChanged 33383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -6104855.500000 Penalty: 3627.087891
	Iteration 1F: 3 clusters Score -6104856 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -6105373.500000 Penalty: 3627.087891
	Iteration 2Q: 3 clusters Score -6105374 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -6106003.000000 Penalty: 3627.087891
	Iteration 3Q: 3 clusters Score -6106003 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -6106666.000000 Penalty: 3627.087891
	Iteration 4Q: 3 clusters Score -6106666 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -6107467.500000 Penalty: 3627.087891
	Iteration 5Q: 3 clusters Score -6107468 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6108607.500000 Penalty: 3627.087891
	Iteration 6Q: 3 clusters Score -6108608 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -6110189.500000 Penalty: 3627.087891
	Iteration 7Q: 3 clusters Score -6110190 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -6112267.000000 Penalty: 3627.087891
	Iteration 8F: 3 clusters Score -6112267 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -6114936.500000 Penalty: 3627.087891
	Iteration 9F: 3 clusters Score -6114936 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6117563.000000 Penalty: 3627.087891
	Iteration 10F: 3 clusters Score -6117563 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -6119263.500000 Penalty: 3627.087891
	Iteration 11Q: 3 clusters Score -6119264 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -6120152.500000 Penalty: 3627.087891
	Iteration 12Q: 3 clusters Score -6120152 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -6120572.500000 Penalty: 3627.087891
	Iteration 13Q: 3 clusters Score -6120572 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6120936.000000 Penalty: 3627.087891
	Iteration 14Q: 3 clusters Score -6120936 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -6121363.500000 Penalty: 3627.087891
	Iteration 15Q: 3 clusters Score -6121364 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -6121815.500000 Penalty: 3627.087891
	Iteration 16Q: 3 clusters Score -6121816 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -6122256.500000 Penalty: 3627.087891
	Iteration 17Q: 3 clusters Score -6122256 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -6122709.500000 Penalty: 3627.087891
	Iteration 18Q: 3 clusters Score -6122710 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -6123217.500000 Penalty: 3627.087891
	Iteration 19Q: 3 clusters Score -6123218 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -6123712.500000 Penalty: 3627.087891
	Iteration 20F: 3 clusters Score -6123712 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -6124298.500000 Penalty: 3627.087891
	Iteration 21Q: 3 clusters Score -6124298 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -6124983.500000 Penalty: 3627.087891
	Iteration 22Q: 3 clusters Score -6124984 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -6125684.500000 Penalty: 3627.087891
	Iteration 23Q: 3 clusters Score -6125684 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -6126377.500000 Penalty: 3627.087891
	Iteration 24Q: 3 clusters Score -6126378 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -6127113.000000 Penalty: 3627.087891
	Iteration 25Q: 3 clusters Score -6127113 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -6127815.500000 Penalty: 3627.087891
	Iteration 26Q: 3 clusters Score -6127816 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -6128565.500000 Penalty: 3627.087891
	Iteration 27Q: 3 clusters Score -6128566 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -6129231.500000 Penalty: 3627.087891
	Iteration 28Q: 3 clusters Score -6129232 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -6129807.000000 Penalty: 3627.087891
	Iteration 29Q: 3 clusters Score -6129807 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -6130229.500000 Penalty: 3627.087891
	Iteration 30Q: 3 clusters Score -6130230 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -6130547.000000 Penalty: 3627.087891
	Iteration 31Q: 3 clusters Score -6130547 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -6130670.000000 Penalty: 3627.087891
	Iteration 32Q: 3 clusters Score -6130670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -6130750.500000 Penalty: 3627.087891
	Iteration 33Q: 3 clusters Score -6130750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -6130810.000000 Penalty: 3627.087891
	Iteration 34Q: 3 clusters Score -6130810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -6130836.000000 Penalty: 3627.087891
	Iteration 35Q: 3 clusters Score -6130836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -6130852.500000 Penalty: 3627.087891
	Iteration 36Q: 3 clusters Score -6130852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -6130868.000000 Penalty: 3627.087891
	Iteration 37Q: 3 clusters Score -6130868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -6130887.500000 Penalty: 3627.087891
	Iteration 38Q: 3 clusters Score -6130888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -6130894.500000 Penalty: 3627.087891
	Iteration 39Q: 3 clusters Score -6130894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 70088 members 
Entering Unmasked Estep 
Score: -6130899.000000 Penalty: 3627.087891
	Iteration 40F: 3 clusters Score -6130899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -6130905.000000 Penalty: 3627.087891
	Iteration 41Q: 3 clusters Score -6130905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -6130912.500000 Penalty: 3627.087891
	Iteration 42Q: 3 clusters Score -6130912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -6130914.000000 Penalty: 3627.087891
	Iteration 43Q: 3 clusters Score -6130914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -6130912.500000 Penalty: 3627.087891
	Iteration 44Q: 3 clusters Score -6130912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -6130912.500000 Penalty: 3627.087891
	Iteration 45F: 3 clusters Score -6130912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Entering Unmasked Estep 
Score: -1545155.875000 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -1545156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1533427.125000 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -1533427 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1537442.375000 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -1537442 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1537765.625000 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -1537766 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1538049.500000 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -1538050 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1538298.000000 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -1538298 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1538514.625000 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -1538515 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1538712.375000 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -1538712 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1538917.375000 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -1538917 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1539142.250000 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -1539142 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1539405.750000 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -1539406 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1539693.375000 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -1539693 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1540012.000000 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -1540012 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1540382.125000 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -1540382 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1540832.750000 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -1540833 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1541285.125000 Penalty: 3167.892090
	Iteration 14Q: 3 clusters Score -1541285 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1541610.625000 Penalty: 3167.892090
	Iteration 15Q: 3 clusters Score -1541611 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1541800.625000 Penalty: 3167.892090
	Iteration 16Q: 3 clusters Score -1541801 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1541914.375000 Penalty: 3167.892090
	Iteration 17Q: 3 clusters Score -1541914 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1541978.375000 Penalty: 3167.892090
	Iteration 18Q: 3 clusters Score -1541978 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1542028.375000 Penalty: 3167.892090
	Iteration 19Q: 3 clusters Score -1542028 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1542078.625000 Penalty: 3167.892090
	Iteration 20F: 3 clusters Score -1542079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1542103.500000 Penalty: 3167.892090
	Iteration 21Q: 3 clusters Score -1542104 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1542133.500000 Penalty: 3167.892090
	Iteration 22Q: 3 clusters Score -1542134 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1542165.750000 Penalty: 3167.892090
	Iteration 23Q: 3 clusters Score -1542166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1542196.875000 Penalty: 3167.892090
	Iteration 24Q: 3 clusters Score -1542197 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1542229.250000 Penalty: 3167.892090
	Iteration 25Q: 3 clusters Score -1542229 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1542256.250000 Penalty: 3167.892090
	Iteration 26Q: 3 clusters Score -1542256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1542278.125000 Penalty: 3167.892090
	Iteration 27Q: 3 clusters Score -1542278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1542301.625000 Penalty: 3167.892090
	Iteration 28Q: 3 clusters Score -1542302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1542316.625000 Penalty: 3167.892090
	Iteration 29Q: 3 clusters Score -1542317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1542329.500000 Penalty: 3167.892090
	Iteration 30Q: 3 clusters Score -1542330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1542339.125000 Penalty: 3167.892090
	Iteration 31Q: 3 clusters Score -1542339 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1542351.000000 Penalty: 3167.892090
	Iteration 32Q: 3 clusters Score -1542351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1542366.625000 Penalty: 3167.892090
	Iteration 33Q: 3 clusters Score -1542367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1542379.375000 Penalty: 3167.892090
	Iteration 34Q: 3 clusters Score -1542379 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1542398.375000 Penalty: 3167.892090
	Iteration 35Q: 3 clusters Score -1542398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1542416.625000 Penalty: 3167.892090
	Iteration 36Q: 3 clusters Score -1542417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1542431.375000 Penalty: 3167.892090
	Iteration 37Q: 3 clusters Score -1542431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1542444.375000 Penalty: 3167.892090
	Iteration 38Q: 3 clusters Score -1542444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1542454.750000 Penalty: 3167.892090
	Iteration 39Q: 3 clusters Score -1542455 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1542471.625000 Penalty: 3167.892090
	Iteration 40F: 3 clusters Score -1542472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1542482.250000 Penalty: 3167.892090
	Iteration 41Q: 3 clusters Score -1542482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1542492.125000 Penalty: 3167.892090
	Iteration 42Q: 3 clusters Score -1542492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1542507.625000 Penalty: 3167.892090
	Iteration 43Q: 3 clusters Score -1542508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1542520.625000 Penalty: 3167.892090
	Iteration 44Q: 3 clusters Score -1542521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1542538.875000 Penalty: 3167.892090
	Iteration 45Q: 3 clusters Score -1542539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1542552.125000 Penalty: 3167.892090
	Iteration 46Q: 3 clusters Score -1542552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1542571.875000 Penalty: 3167.892090
	Iteration 47Q: 3 clusters Score -1542572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1542588.875000 Penalty: 3167.892090
	Iteration 48Q: 3 clusters Score -1542589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1542597.750000 Penalty: 3167.892090
	Iteration 49Q: 3 clusters Score -1542598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1542615.750000 Penalty: 3167.892090
	Iteration 50Q: 3 clusters Score -1542616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1542631.625000 Penalty: 3167.892090
	Iteration 51Q: 3 clusters Score -1542632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1542637.000000 Penalty: 3167.892090
	Iteration 52Q: 3 clusters Score -1542637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1542651.625000 Penalty: 3167.892090
	Iteration 53Q: 3 clusters Score -1542652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1542671.250000 Penalty: 3167.892090
	Iteration 54Q: 3 clusters Score -1542671 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1542703.000000 Penalty: 3167.892090
	Iteration 55Q: 3 clusters Score -1542703 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1542736.125000 Penalty: 3167.892090
	Iteration 56Q: 3 clusters Score -1542736 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1542765.500000 Penalty: 3167.892090
	Iteration 57Q: 3 clusters Score -1542766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1542786.125000 Penalty: 3167.892090
	Iteration 58Q: 3 clusters Score -1542786 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1542812.375000 Penalty: 3167.892090
	Iteration 59Q: 3 clusters Score -1542812 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1542854.500000 Penalty: 3167.892090
	Iteration 60F: 3 clusters Score -1542854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1542895.000000 Penalty: 3167.892090
	Iteration 61Q: 3 clusters Score -1542895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1542930.250000 Penalty: 3167.892090
	Iteration 62Q: 3 clusters Score -1542930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1542976.250000 Penalty: 3167.892090
	Iteration 63Q: 3 clusters Score -1542976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1543016.375000 Penalty: 3167.892090
	Iteration 64Q: 3 clusters Score -1543016 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1543054.750000 Penalty: 3167.892090
	Iteration 65Q: 3 clusters Score -1543055 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1543096.125000 Penalty: 3167.892090
	Iteration 66Q: 3 clusters Score -1543096 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1543142.250000 Penalty: 3167.892090
	Iteration 67Q: 3 clusters Score -1543142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1543183.000000 Penalty: 3167.892090
	Iteration 68Q: 3 clusters Score -1543183 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1543223.125000 Penalty: 3167.892090
	Iteration 69Q: 3 clusters Score -1543223 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1543263.750000 Penalty: 3167.892090
	Iteration 70Q: 3 clusters Score -1543264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1543312.125000 Penalty: 3167.892090
	Iteration 71Q: 3 clusters Score -1543312 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1543362.500000 Penalty: 3167.892090
	Iteration 72Q: 3 clusters Score -1543362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1543416.500000 Penalty: 3167.892090
	Iteration 73Q: 3 clusters Score -1543416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1543448.250000 Penalty: 3167.892090
	Iteration 74Q: 3 clusters Score -1543448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1543476.500000 Penalty: 3167.892090
	Iteration 75Q: 3 clusters Score -1543476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1543499.375000 Penalty: 3167.892090
	Iteration 76Q: 3 clusters Score -1543499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1543525.875000 Penalty: 3167.892090
	Iteration 77Q: 3 clusters Score -1543526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1543551.500000 Penalty: 3167.892090
	Iteration 78Q: 3 clusters Score -1543552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -1543582.250000 Penalty: 3167.892090
	Iteration 79Q: 3 clusters Score -1543582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1543613.375000 Penalty: 3167.892090
	Iteration 80F: 3 clusters Score -1543613 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1543649.000000 Penalty: 3167.892090
	Iteration 81Q: 3 clusters Score -1543649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1543670.750000 Penalty: 3167.892090
	Iteration 82Q: 3 clusters Score -1543671 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1543702.500000 Penalty: 3167.892090
	Iteration 83Q: 3 clusters Score -1543702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1543725.625000 Penalty: 3167.892090
	Iteration 84Q: 3 clusters Score -1543726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1543746.000000 Penalty: 3167.892090
	Iteration 85Q: 3 clusters Score -1543746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1543756.500000 Penalty: 3167.892090
	Iteration 86Q: 3 clusters Score -1543756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1543778.500000 Penalty: 3167.892090
	Iteration 87Q: 3 clusters Score -1543778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1543794.875000 Penalty: 3167.892090
	Iteration 88Q: 3 clusters Score -1543795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1543809.375000 Penalty: 3167.892090
	Iteration 89Q: 3 clusters Score -1543809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1543824.125000 Penalty: 3167.892090
	Iteration 90Q: 3 clusters Score -1543824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1543832.750000 Penalty: 3167.892090
	Iteration 91Q: 3 clusters Score -1543833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1543844.750000 Penalty: 3167.892090
	Iteration 92Q: 3 clusters Score -1543845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1543844.750000 Penalty: 3167.892090
	Iteration 93Q: 3 clusters Score -1543845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1543847.500000 Penalty: 3167.892090
	Iteration 94Q: 3 clusters Score -1543848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1543852.625000 Penalty: 3167.892090
	Iteration 95Q: 3 clusters Score -1543853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1543855.875000 Penalty: 3167.892090
	Iteration 96Q: 3 clusters Score -1543856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1543856.625000 Penalty: 3167.892090
	Iteration 97Q: 3 clusters Score -1543857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1543858.500000 Penalty: 3167.892090
	Iteration 98Q: 3 clusters Score -1543858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1543858.500000 Penalty: 3167.892090
	Iteration 99F: 3 clusters Score -1543858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -13704.321289 Penalty: 866.566833
	Iteration 0F: 2 clusters Score -13704.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13000.399414 Penalty: 1733.133667
	Iteration 0F: 3 clusters Score -13000.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13318.854492 Penalty: 1733.133667
	Iteration 1F: 3 clusters Score -13318.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13485.166016 Penalty: 1733.133667
	Iteration 2F: 3 clusters Score -13485.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13649.752930 Penalty: 1733.133667
	Iteration 3F: 3 clusters Score -13649.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13766.852539 Penalty: 1733.133667
	Iteration 4Q: 3 clusters Score -13766.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13792.861328 Penalty: 1733.133667
	Iteration 5Q: 3 clusters Score -13792.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -13800.442383 Penalty: 1733.133667
	Iteration 6Q: 3 clusters Score -13800.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13808.253906 Penalty: 1733.133667
	Iteration 7Q: 3 clusters Score -13808.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13815.791992 Penalty: 1733.133667
	Iteration 8Q: 3 clusters Score -13815.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -13815.791992 Penalty: 1733.133667
	Iteration 9F: 3 clusters Score -13815.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22874 members 
Mstep: Class 7 contains 70282 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 53 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 280080 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 69569 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 154 members 
Entering Unmasked Estep 
Score: -45694748.000000 Penalty: 38525.945312
Splitting cluster 9 changes total score from -45695932.000000 to -45694748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -315380.125000 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -315380.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -312310.718750 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -312310.7 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -313056.531250 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -313056.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -313184.968750 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -313185 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -313249.156250 Penalty: 2652.817871
	Iteration 3Q: 3 clusters Score -313249.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -313293.187500 Penalty: 2652.817871
	Iteration 4Q: 3 clusters Score -313293.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -313337.812500 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -313337.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -313369.656250 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -313369.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -313403.531250 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -313403.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -313439.281250 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -313439.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -313481.312500 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -313481.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -313517.781250 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -313517.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -313551.125000 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -313551.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -313580.656250 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -313580.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -313611.437500 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -313611.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -313646.468750 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -313646.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -313682.937500 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -313682.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -313711.468750 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -313711.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -313749.656250 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -313749.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -313788.562500 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -313788.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -313831.375000 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -313831.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -313890.968750 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -313891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -313963.062500 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -313963.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -314018.500000 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -314018.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -314077.125000 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -314077.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -314116.656250 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -314116.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -314142.437500 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -314142.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -314175.468750 Penalty: 2652.817871
	Iteration 26Q: 3 clusters Score -314175.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -314194.531250 Penalty: 2652.817871
	Iteration 27Q: 3 clusters Score -314194.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -314208.937500 Penalty: 2652.817871
	Iteration 28Q: 3 clusters Score -314208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -314218.375000 Penalty: 2652.817871
	Iteration 29Q: 3 clusters Score -314218.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -314226.375000 Penalty: 2652.817871
	Iteration 30Q: 3 clusters Score -314226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -314231.125000 Penalty: 2652.817871
	Iteration 31Q: 3 clusters Score -314231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -314233.125000 Penalty: 2652.817871
	Iteration 32Q: 3 clusters Score -314233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -314235.218750 Penalty: 2652.817871
	Iteration 33Q: 3 clusters Score -314235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -314235.218750 Penalty: 2652.817871
	Iteration 34F: 3 clusters Score -314235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280080 members 
Entering Unmasked Estep 
Score: -25091796.000000 Penalty: 2038.209961
	Iteration 0F: 2 clusters Score -2.50918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140288 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -24913452.000000 Penalty: 4076.419922
	Iteration 0F: 3 clusters Score -2.491345e+07 nChanged 136469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 130383 members 
Entering Unmasked Estep 
Score: -24995450.000000 Penalty: 4076.419922
	Iteration 1F: 3 clusters Score -2.499545e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 124135 members 
Entering Unmasked Estep 
Score: -24997990.000000 Penalty: 4076.419922
	Iteration 2Q: 3 clusters Score -2.499799e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165993 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -25001918.000000 Penalty: 4076.419922
	Iteration 3Q: 3 clusters Score -2.500192e+07 nChanged 16109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181078 members 
Mstep: Class 2 contains 99002 members 
Entering Unmasked Estep 
Score: -25009788.000000 Penalty: 4076.419922
	Iteration 4F: 3 clusters Score -2.500979e+07 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201467 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -25022324.000000 Penalty: 4076.419922
	Iteration 5F: 3 clusters Score -2.502232e+07 nChanged 24240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225461 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -25039882.000000 Penalty: 4076.419922
	Iteration 6F: 3 clusters Score -2.503988e+07 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248144 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -25059026.000000 Penalty: 4076.419922
	Iteration 7F: 3 clusters Score -2.505903e+07 nChanged 16062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264196 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -25073978.000000 Penalty: 4076.419922
	Iteration 8F: 3 clusters Score -2.507398e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272994 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -25082512.000000 Penalty: 4076.419922
	Iteration 9Q: 3 clusters Score -2.508251e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276990 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -25086652.000000 Penalty: 4076.419922
	Iteration 10Q: 3 clusters Score -2.508665e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278636 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25088428.000000 Penalty: 4076.419922
	Iteration 11Q: 3 clusters Score -2.508843e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279277 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -25089118.000000 Penalty: 4076.419922
	Iteration 12Q: 3 clusters Score -2.508912e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279527 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25089410.000000 Penalty: 4076.419922
	Iteration 13Q: 3 clusters Score -2.508941e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279632 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -25089566.000000 Penalty: 4076.419922
	Iteration 14Q: 3 clusters Score -2.508957e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279686 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -25089690.000000 Penalty: 4076.419922
	Iteration 15Q: 3 clusters Score -2.508969e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279721 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -25089738.000000 Penalty: 4076.419922
	Iteration 16Q: 3 clusters Score -2.508974e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279735 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -25089770.000000 Penalty: 4076.419922
	Iteration 17Q: 3 clusters Score -2.508977e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279758 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25089802.000000 Penalty: 4076.419922
	Iteration 18Q: 3 clusters Score -2.50898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279762 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -25089816.000000 Penalty: 4076.419922
	Iteration 19Q: 3 clusters Score -2.508982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279771 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -25089832.000000 Penalty: 4076.419922
	Iteration 20F: 3 clusters Score -2.508983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279776 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25089848.000000 Penalty: 4076.419922
	Iteration 21Q: 3 clusters Score -2.508985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279782 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25089850.000000 Penalty: 4076.419922
	Iteration 22Q: 3 clusters Score -2.508985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279787 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -25089844.000000 Penalty: 4076.419922
	Iteration 23Q: 3 clusters Score -2.508984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279788 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25089864.000000 Penalty: 4076.419922
	Iteration 24Q: 3 clusters Score -2.508986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279791 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -25089872.000000 Penalty: 4076.419922
	Iteration 25Q: 3 clusters Score -2.508987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279792 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -25089870.000000 Penalty: 4076.419922
	Iteration 26Q: 3 clusters Score -2.508987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279793 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25089878.000000 Penalty: 4076.419922
	Iteration 27Q: 3 clusters Score -2.508988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279798 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25089890.000000 Penalty: 4076.419922
	Iteration 28Q: 3 clusters Score -2.508989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279799 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -25089892.000000 Penalty: 4076.419922
	Iteration 29Q: 3 clusters Score -2.508989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279800 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25089898.000000 Penalty: 4076.419922
	Iteration 30Q: 3 clusters Score -2.50899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279804 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25089894.000000 Penalty: 4076.419922
	Iteration 31Q: 3 clusters Score -2.508989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279806 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25089902.000000 Penalty: 4076.419922
	Iteration 32Q: 3 clusters Score -2.50899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279810 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -25089900.000000 Penalty: 4076.419922
	Iteration 33Q: 3 clusters Score -2.50899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279812 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25089900.000000 Penalty: 4076.419922
	Iteration 34Q: 3 clusters Score -2.50899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279813 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25089904.000000 Penalty: 4076.419922
	Iteration 35Q: 3 clusters Score -2.50899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279812 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -25089904.000000 Penalty: 4076.419922
	Iteration 36Q: 3 clusters Score -2.50899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279811 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25089908.000000 Penalty: 4076.419922
	Iteration 37Q: 3 clusters Score -2.508991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279811 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25089908.000000 Penalty: 4076.419922
	Iteration 38F: 3 clusters Score -2.508991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -667593.875000 Penalty: 1451.998779
	Iteration 0F: 2 clusters Score -667593.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -662002.687500 Penalty: 2903.997559
	Iteration 0F: 3 clusters Score -662002.7 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -663687.875000 Penalty: 2903.997559
	Iteration 1F: 3 clusters Score -663687.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -663934.375000 Penalty: 2903.997559
	Iteration 2F: 3 clusters Score -663934.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -664144.437500 Penalty: 2903.997559
	Iteration 3F: 3 clusters Score -664144.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -664355.750000 Penalty: 2903.997559
	Iteration 4Q: 3 clusters Score -664355.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -664562.312500 Penalty: 2903.997559
	Iteration 5Q: 3 clusters Score -664562.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -664784.687500 Penalty: 2903.997559
	Iteration 6Q: 3 clusters Score -664784.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -665044.062500 Penalty: 2903.997559
	Iteration 7Q: 3 clusters Score -665044.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -665308.750000 Penalty: 2903.997559
	Iteration 8F: 3 clusters Score -665308.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -665525.750000 Penalty: 2903.997559
	Iteration 9Q: 3 clusters Score -665525.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -665676.187500 Penalty: 2903.997559
	Iteration 10Q: 3 clusters Score -665676.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -665787.375000 Penalty: 2903.997559
	Iteration 11Q: 3 clusters Score -665787.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -665894.187500 Penalty: 2903.997559
	Iteration 12Q: 3 clusters Score -665894.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -665993.562500 Penalty: 2903.997559
	Iteration 13Q: 3 clusters Score -665993.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -666064.000000 Penalty: 2903.997559
	Iteration 14Q: 3 clusters Score -666064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -666122.687500 Penalty: 2903.997559
	Iteration 15Q: 3 clusters Score -666122.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -666163.312500 Penalty: 2903.997559
	Iteration 16Q: 3 clusters Score -666163.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -666206.062500 Penalty: 2903.997559
	Iteration 17Q: 3 clusters Score -666206.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -666245.187500 Penalty: 2903.997559
	Iteration 18Q: 3 clusters Score -666245.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -666275.875000 Penalty: 2903.997559
	Iteration 19Q: 3 clusters Score -666275.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -666302.812500 Penalty: 2903.997559
	Iteration 20F: 3 clusters Score -666302.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -666322.187500 Penalty: 2903.997559
	Iteration 21Q: 3 clusters Score -666322.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -666344.687500 Penalty: 2903.997559
	Iteration 22Q: 3 clusters Score -666344.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -666361.250000 Penalty: 2903.997559
	Iteration 23Q: 3 clusters Score -666361.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -666376.312500 Penalty: 2903.997559
	Iteration 24Q: 3 clusters Score -666376.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -666391.687500 Penalty: 2903.997559
	Iteration 25Q: 3 clusters Score -666391.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -666404.687500 Penalty: 2903.997559
	Iteration 26Q: 3 clusters Score -666404.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -666417.312500 Penalty: 2903.997559
	Iteration 27Q: 3 clusters Score -666417.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -666424.937500 Penalty: 2903.997559
	Iteration 28Q: 3 clusters Score -666424.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -666436.750000 Penalty: 2903.997559
	Iteration 29Q: 3 clusters Score -666436.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -666445.062500 Penalty: 2903.997559
	Iteration 30Q: 3 clusters Score -666445.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -666455.687500 Penalty: 2903.997559
	Iteration 31Q: 3 clusters Score -666455.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -666460.687500 Penalty: 2903.997559
	Iteration 32Q: 3 clusters Score -666460.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -666466.562500 Penalty: 2903.997559
	Iteration 33Q: 3 clusters Score -666466.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -666473.375000 Penalty: 2903.997559
	Iteration 34Q: 3 clusters Score -666473.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -666479.250000 Penalty: 2903.997559
	Iteration 35Q: 3 clusters Score -666479.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -666481.437500 Penalty: 2903.997559
	Iteration 36Q: 3 clusters Score -666481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -666484.312500 Penalty: 2903.997559
	Iteration 37Q: 3 clusters Score -666484.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -666487.750000 Penalty: 2903.997559
	Iteration 38Q: 3 clusters Score -666487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -666490.187500 Penalty: 2903.997559
	Iteration 39Q: 3 clusters Score -666490.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -666491.812500 Penalty: 2903.997559
	Iteration 40F: 3 clusters Score -666491.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -666495.062500 Penalty: 2903.997559
	Iteration 41Q: 3 clusters Score -666495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -666497.187500 Penalty: 2903.997559
	Iteration 42Q: 3 clusters Score -666497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -666497.000000 Penalty: 2903.997559
	Iteration 43Q: 3 clusters Score -666497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -666497.625000 Penalty: 2903.997559
	Iteration 44Q: 3 clusters Score -666497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -666497.687500 Penalty: 2903.997559
	Iteration 45Q: 3 clusters Score -666497.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -666498.375000 Penalty: 2903.997559
	Iteration 46Q: 3 clusters Score -666498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -666499.687500 Penalty: 2903.997559
	Iteration 47Q: 3 clusters Score -666499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -666498.625000 Penalty: 2903.997559
	Iteration 48Q: 3 clusters Score -666498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -666498.625000 Penalty: 2903.997559
	Iteration 49F: 3 clusters Score -666498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -171852.406250 Penalty: 1239.317627
	Iteration 0F: 2 clusters Score -171852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -169741.640625 Penalty: 2478.635254
	Iteration 0F: 3 clusters Score -169741.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -170165.953125 Penalty: 2478.635254
	Iteration 1F: 3 clusters Score -170166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -170330.484375 Penalty: 2478.635254
	Iteration 2F: 3 clusters Score -170330.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -170481.531250 Penalty: 2478.635254
	Iteration 3F: 3 clusters Score -170481.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -170637.781250 Penalty: 2478.635254
	Iteration 4F: 3 clusters Score -170637.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -170775.234375 Penalty: 2478.635254
	Iteration 5F: 3 clusters Score -170775.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -170880.875000 Penalty: 2478.635254
	Iteration 6F: 3 clusters Score -170880.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -170957.140625 Penalty: 2478.635254
	Iteration 7Q: 3 clusters Score -170957.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -171021.250000 Penalty: 2478.635254
	Iteration 8Q: 3 clusters Score -171021.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -171069.218750 Penalty: 2478.635254
	Iteration 9Q: 3 clusters Score -171069.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -171097.562500 Penalty: 2478.635254
	Iteration 10Q: 3 clusters Score -171097.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -171119.921875 Penalty: 2478.635254
	Iteration 11Q: 3 clusters Score -171119.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -171131.359375 Penalty: 2478.635254
	Iteration 12Q: 3 clusters Score -171131.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -171138.671875 Penalty: 2478.635254
	Iteration 13Q: 3 clusters Score -171138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -171142.031250 Penalty: 2478.635254
	Iteration 14Q: 3 clusters Score -171142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -171144.671875 Penalty: 2478.635254
	Iteration 15Q: 3 clusters Score -171144.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -171146.000000 Penalty: 2478.635254
	Iteration 16Q: 3 clusters Score -171146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -171146.890625 Penalty: 2478.635254
	Iteration 17Q: 3 clusters Score -171146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -171148.000000 Penalty: 2478.635254
	Iteration 18Q: 3 clusters Score -171148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -171148.453125 Penalty: 2478.635254
	Iteration 19Q: 3 clusters Score -171148.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -171148.812500 Penalty: 2478.635254
	Iteration 20F: 3 clusters Score -171148.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Entering Unmasked Estep 
Score: -6091978.500000 Penalty: 1811.887085
	Iteration 0F: 2 clusters Score -6091978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -6045344.500000 Penalty: 3623.774170
	Iteration 0F: 3 clusters Score -6045344 nChanged 33034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -6064055.000000 Penalty: 3623.774170
	Iteration 1F: 3 clusters Score -6064055 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -6064461.000000 Penalty: 3623.774170
	Iteration 2Q: 3 clusters Score -6064461 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -6064952.000000 Penalty: 3623.774170
	Iteration 3Q: 3 clusters Score -6064952 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -6065510.000000 Penalty: 3623.774170
	Iteration 4Q: 3 clusters Score -6065510 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -6066307.000000 Penalty: 3623.774170
	Iteration 5Q: 3 clusters Score -6066307 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -6067611.500000 Penalty: 3623.774170
	Iteration 6Q: 3 clusters Score -6067612 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -6069907.500000 Penalty: 3623.774170
	Iteration 7F: 3 clusters Score -6069908 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -6074090.500000 Penalty: 3623.774170
	Iteration 8F: 3 clusters Score -6074090 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 59079 members 
Entering Unmasked Estep 
Score: -6079952.000000 Penalty: 3623.774170
	Iteration 9F: 3 clusters Score -6079952 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -6085430.500000 Penalty: 3623.774170
	Iteration 10F: 3 clusters Score -6085430 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -6088558.500000 Penalty: 3623.774170
	Iteration 11Q: 3 clusters Score -6088558 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -6089783.500000 Penalty: 3623.774170
	Iteration 12Q: 3 clusters Score -6089784 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -6090145.500000 Penalty: 3623.774170
	Iteration 13Q: 3 clusters Score -6090146 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -6090276.500000 Penalty: 3623.774170
	Iteration 14Q: 3 clusters Score -6090276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -6090317.500000 Penalty: 3623.774170
	Iteration 15Q: 3 clusters Score -6090318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -6090335.000000 Penalty: 3623.774170
	Iteration 16Q: 3 clusters Score -6090335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -6090346.500000 Penalty: 3623.774170
	Iteration 17Q: 3 clusters Score -6090346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
Score: -6090356.000000 Penalty: 3623.774170
	Iteration 18Q: 3 clusters Score -6090356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -6090364.500000 Penalty: 3623.774170
	Iteration 19Q: 3 clusters Score -6090364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -6090370.000000 Penalty: 3623.774170
	Iteration 20F: 3 clusters Score -6090370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -6090379.500000 Penalty: 3623.774170
	Iteration 21Q: 3 clusters Score -6090380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -6090379.000000 Penalty: 3623.774170
	Iteration 22Q: 3 clusters Score -6090379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -6090379.000000 Penalty: 3623.774170
	Iteration 23F: 3 clusters Score -6090379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Entering Unmasked Estep 
Score: -346024.718750 Penalty: 1345.038086
	Iteration 0F: 2 clusters Score -346024.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -342680.031250 Penalty: 2690.076172
	Iteration 0F: 3 clusters Score -342680 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -343559.968750 Penalty: 2690.076172
	Iteration 1F: 3 clusters Score -343560 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -343688.750000 Penalty: 2690.076172
	Iteration 2F: 3 clusters Score -343688.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -343774.187500 Penalty: 2690.076172
	Iteration 3Q: 3 clusters Score -343774.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -343843.500000 Penalty: 2690.076172
	Iteration 4Q: 3 clusters Score -343843.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -343902.281250 Penalty: 2690.076172
	Iteration 5Q: 3 clusters Score -343902.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -343960.093750 Penalty: 2690.076172
	Iteration 6Q: 3 clusters Score -343960.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -344005.500000 Penalty: 2690.076172
	Iteration 7Q: 3 clusters Score -344005.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -344048.125000 Penalty: 2690.076172
	Iteration 8Q: 3 clusters Score -344048.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -344085.656250 Penalty: 2690.076172
	Iteration 9Q: 3 clusters Score -344085.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -344114.500000 Penalty: 2690.076172
	Iteration 10Q: 3 clusters Score -344114.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -344147.468750 Penalty: 2690.076172
	Iteration 11Q: 3 clusters Score -344147.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -344192.312500 Penalty: 2690.076172
	Iteration 12Q: 3 clusters Score -344192.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -344243.437500 Penalty: 2690.076172
	Iteration 13Q: 3 clusters Score -344243.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -344305.343750 Penalty: 2690.076172
	Iteration 14Q: 3 clusters Score -344305.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -344383.625000 Penalty: 2690.076172
	Iteration 15Q: 3 clusters Score -344383.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -344454.687500 Penalty: 2690.076172
	Iteration 16Q: 3 clusters Score -344454.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -344520.562500 Penalty: 2690.076172
	Iteration 17Q: 3 clusters Score -344520.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -344589.531250 Penalty: 2690.076172
	Iteration 18Q: 3 clusters Score -344589.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -344647.625000 Penalty: 2690.076172
	Iteration 19Q: 3 clusters Score -344647.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -344705.687500 Penalty: 2690.076172
	Iteration 20F: 3 clusters Score -344705.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -344774.968750 Penalty: 2690.076172
	Iteration 21Q: 3 clusters Score -344775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -344853.281250 Penalty: 2690.076172
	Iteration 22Q: 3 clusters Score -344853.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -344926.406250 Penalty: 2690.076172
	Iteration 23Q: 3 clusters Score -344926.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -344992.000000 Penalty: 2690.076172
	Iteration 24Q: 3 clusters Score -344992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -345038.750000 Penalty: 2690.076172
	Iteration 25Q: 3 clusters Score -345038.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -345087.687500 Penalty: 2690.076172
	Iteration 26Q: 3 clusters Score -345087.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -345120.687500 Penalty: 2690.076172
	Iteration 27Q: 3 clusters Score -345120.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -345159.937500 Penalty: 2690.076172
	Iteration 28Q: 3 clusters Score -345159.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -345189.437500 Penalty: 2690.076172
	Iteration 29Q: 3 clusters Score -345189.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -345212.687500 Penalty: 2690.076172
	Iteration 30Q: 3 clusters Score -345212.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -345233.625000 Penalty: 2690.076172
	Iteration 31Q: 3 clusters Score -345233.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -345252.562500 Penalty: 2690.076172
	Iteration 32Q: 3 clusters Score -345252.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -345274.156250 Penalty: 2690.076172
	Iteration 33Q: 3 clusters Score -345274.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -345289.375000 Penalty: 2690.076172
	Iteration 34Q: 3 clusters Score -345289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -345304.000000 Penalty: 2690.076172
	Iteration 35Q: 3 clusters Score -345304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -345325.468750 Penalty: 2690.076172
	Iteration 36Q: 3 clusters Score -345325.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -345343.343750 Penalty: 2690.076172
	Iteration 37Q: 3 clusters Score -345343.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -345359.781250 Penalty: 2690.076172
	Iteration 38Q: 3 clusters Score -345359.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -345369.781250 Penalty: 2690.076172
	Iteration 39Q: 3 clusters Score -345369.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -345387.625000 Penalty: 2690.076172
	Iteration 40F: 3 clusters Score -345387.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -345404.593750 Penalty: 2690.076172
	Iteration 41Q: 3 clusters Score -345404.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -345420.500000 Penalty: 2690.076172
	Iteration 42Q: 3 clusters Score -345420.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -345437.093750 Penalty: 2690.076172
	Iteration 43Q: 3 clusters Score -345437.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -345458.281250 Penalty: 2690.076172
	Iteration 44Q: 3 clusters Score -345458.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -345475.062500 Penalty: 2690.076172
	Iteration 45Q: 3 clusters Score -345475.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -345486.156250 Penalty: 2690.076172
	Iteration 46Q: 3 clusters Score -345486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -345501.468750 Penalty: 2690.076172
	Iteration 47Q: 3 clusters Score -345501.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -345518.968750 Penalty: 2690.076172
	Iteration 48Q: 3 clusters Score -345519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -345536.000000 Penalty: 2690.076172
	Iteration 49Q: 3 clusters Score -345536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -345549.000000 Penalty: 2690.076172
	Iteration 50Q: 3 clusters Score -345549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -345558.562500 Penalty: 2690.076172
	Iteration 51Q: 3 clusters Score -345558.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -345567.687500 Penalty: 2690.076172
	Iteration 52Q: 3 clusters Score -345567.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -345578.093750 Penalty: 2690.076172
	Iteration 53Q: 3 clusters Score -345578.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -345583.968750 Penalty: 2690.076172
	Iteration 54Q: 3 clusters Score -345584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -345587.437500 Penalty: 2690.076172
	Iteration 55Q: 3 clusters Score -345587.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -345589.718750 Penalty: 2690.076172
	Iteration 56Q: 3 clusters Score -345589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -345590.750000 Penalty: 2690.076172
	Iteration 57Q: 3 clusters Score -345590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -345591.093750 Penalty: 2690.076172
	Iteration 58Q: 3 clusters Score -345591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -345591.093750 Penalty: 2690.076172
	Iteration 59F: 3 clusters Score -345591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -239856.578125 Penalty: 1285.172607
	Iteration 0F: 2 clusters Score -239856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -237261.906250 Penalty: 2570.345215
	Iteration 0F: 3 clusters Score -237261.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237834.484375 Penalty: 2570.345215
	Iteration 1F: 3 clusters Score -237834.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -237953.343750 Penalty: 2570.345215
	Iteration 2F: 3 clusters Score -237953.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -238018.281250 Penalty: 2570.345215
	Iteration 3Q: 3 clusters Score -238018.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -238062.609375 Penalty: 2570.345215
	Iteration 4Q: 3 clusters Score -238062.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -238094.953125 Penalty: 2570.345215
	Iteration 5Q: 3 clusters Score -238095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238115.656250 Penalty: 2570.345215
	Iteration 6Q: 3 clusters Score -238115.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -238132.812500 Penalty: 2570.345215
	Iteration 7Q: 3 clusters Score -238132.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238150.812500 Penalty: 2570.345215
	Iteration 8Q: 3 clusters Score -238150.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -238164.390625 Penalty: 2570.345215
	Iteration 9Q: 3 clusters Score -238164.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -238170.656250 Penalty: 2570.345215
	Iteration 10Q: 3 clusters Score -238170.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -238175.031250 Penalty: 2570.345215
	Iteration 11Q: 3 clusters Score -238175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -238178.390625 Penalty: 2570.345215
	Iteration 12Q: 3 clusters Score -238178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -238182.078125 Penalty: 2570.345215
	Iteration 13Q: 3 clusters Score -238182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -238187.640625 Penalty: 2570.345215
	Iteration 14Q: 3 clusters Score -238187.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -238192.437500 Penalty: 2570.345215
	Iteration 15Q: 3 clusters Score -238192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -238196.359375 Penalty: 2570.345215
	Iteration 16Q: 3 clusters Score -238196.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -238198.281250 Penalty: 2570.345215
	Iteration 17Q: 3 clusters Score -238198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -238198.906250 Penalty: 2570.345215
	Iteration 18Q: 3 clusters Score -238198.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -238201.031250 Penalty: 2570.345215
	Iteration 19Q: 3 clusters Score -238201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -238203.390625 Penalty: 2570.345215
	Iteration 20F: 3 clusters Score -238203.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -238205.609375 Penalty: 2570.345215
	Iteration 21Q: 3 clusters Score -238205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -238207.062500 Penalty: 2570.345215
	Iteration 22Q: 3 clusters Score -238207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -238208.843750 Penalty: 2570.345215
	Iteration 23Q: 3 clusters Score -238208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238210.218750 Penalty: 2570.345215
	Iteration 24Q: 3 clusters Score -238210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -238212.562500 Penalty: 2570.345215
	Iteration 25Q: 3 clusters Score -238212.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -238215.265625 Penalty: 2570.345215
	Iteration 26Q: 3 clusters Score -238215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -238216.156250 Penalty: 2570.345215
	Iteration 27Q: 3 clusters Score -238216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -238216.531250 Penalty: 2570.345215
	Iteration 28Q: 3 clusters Score -238216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -238216.781250 Penalty: 2570.345215
	Iteration 29Q: 3 clusters Score -238216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -238217.140625 Penalty: 2570.345215
	Iteration 30Q: 3 clusters Score -238217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -238217.250000 Penalty: 2570.345215
	Iteration 31Q: 3 clusters Score -238217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -238217.250000 Penalty: 2570.345215
	Iteration 32F: 3 clusters Score -238217.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -680679.562500 Penalty: 1451.891846
	Iteration 0F: 2 clusters Score -680679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -675062.125000 Penalty: 2903.783691
	Iteration 0F: 3 clusters Score -675062.1 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -676845.687500 Penalty: 2903.783691
	Iteration 1F: 3 clusters Score -676845.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -677065.500000 Penalty: 2903.783691
	Iteration 2F: 3 clusters Score -677065.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -677218.437500 Penalty: 2903.783691
	Iteration 3Q: 3 clusters Score -677218.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -677357.187500 Penalty: 2903.783691
	Iteration 4Q: 3 clusters Score -677357.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -677497.250000 Penalty: 2903.783691
	Iteration 5Q: 3 clusters Score -677497.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -677641.125000 Penalty: 2903.783691
	Iteration 6Q: 3 clusters Score -677641.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -677817.187500 Penalty: 2903.783691
	Iteration 7Q: 3 clusters Score -677817.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -678024.250000 Penalty: 2903.783691
	Iteration 8Q: 3 clusters Score -678024.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -678283.437500 Penalty: 2903.783691
	Iteration 9Q: 3 clusters Score -678283.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -678537.875000 Penalty: 2903.783691
	Iteration 10Q: 3 clusters Score -678537.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -678744.812500 Penalty: 2903.783691
	Iteration 11Q: 3 clusters Score -678744.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -678916.750000 Penalty: 2903.783691
	Iteration 12Q: 3 clusters Score -678916.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -679045.562500 Penalty: 2903.783691
	Iteration 13Q: 3 clusters Score -679045.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -679117.375000 Penalty: 2903.783691
	Iteration 14Q: 3 clusters Score -679117.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -679176.000000 Penalty: 2903.783691
	Iteration 15Q: 3 clusters Score -679176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -679230.687500 Penalty: 2903.783691
	Iteration 16Q: 3 clusters Score -679230.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -679277.375000 Penalty: 2903.783691
	Iteration 17Q: 3 clusters Score -679277.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -679317.000000 Penalty: 2903.783691
	Iteration 18Q: 3 clusters Score -679317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -679341.562500 Penalty: 2903.783691
	Iteration 19Q: 3 clusters Score -679341.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -679355.500000 Penalty: 2903.783691
	Iteration 20F: 3 clusters Score -679355.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -679365.500000 Penalty: 2903.783691
	Iteration 21Q: 3 clusters Score -679365.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -679372.125000 Penalty: 2903.783691
	Iteration 22Q: 3 clusters Score -679372.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -679378.875000 Penalty: 2903.783691
	Iteration 23Q: 3 clusters Score -679378.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -679385.375000 Penalty: 2903.783691
	Iteration 24Q: 3 clusters Score -679385.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -679388.187500 Penalty: 2903.783691
	Iteration 25Q: 3 clusters Score -679388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -679390.500000 Penalty: 2903.783691
	Iteration 26Q: 3 clusters Score -679390.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -679396.750000 Penalty: 2903.783691
	Iteration 27Q: 3 clusters Score -679396.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -679401.375000 Penalty: 2903.783691
	Iteration 28Q: 3 clusters Score -679401.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -679404.250000 Penalty: 2903.783691
	Iteration 29Q: 3 clusters Score -679404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -679409.125000 Penalty: 2903.783691
	Iteration 30Q: 3 clusters Score -679409.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -679411.875000 Penalty: 2903.783691
	Iteration 31Q: 3 clusters Score -679411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -679412.625000 Penalty: 2903.783691
	Iteration 32Q: 3 clusters Score -679412.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -679414.250000 Penalty: 2903.783691
	Iteration 33Q: 3 clusters Score -679414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -679413.750000 Penalty: 2903.783691
	Iteration 34Q: 3 clusters Score -679413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -679412.500000 Penalty: 2903.783691
	Iteration 35Q: 3 clusters Score -679412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -679411.812500 Penalty: 2903.783691
	Iteration 36Q: 3 clusters Score -679411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -679411.812500 Penalty: 2903.783691
	Iteration 37F: 3 clusters Score -679411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7467 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22874 members 
Mstep: Class 7 contains 70282 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 280080 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 69569 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695908.000000 Penalty: 36385.617188
Iteration 159Q: 18 clusters Score -4.569591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 7459 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22875 members 
Mstep: Class 7 contains 70276 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 3509 members 
Mstep: Class 11 contains 280098 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69567 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695896.000000 Penalty: 36385.617188
Iteration 160F: 18 clusters Score -4.56959e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 7447 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22874 members 
Mstep: Class 7 contains 70274 members 
Mstep: Class 8 contains 17105 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 280116 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 69565 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695892.000000 Penalty: 36385.617188
Iteration 161Q: 18 clusters Score -4.569589e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7466 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 7436 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70272 members 
Mstep: Class 8 contains 17101 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280135 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 69562 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695860.000000 Penalty: 36385.617188
Iteration 162Q: 18 clusters Score -4.569586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7465 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7424 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70270 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280153 members 
Mstep: Class 12 contains 7597 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69562 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695856.000000 Penalty: 36385.617188
Iteration 163Q: 18 clusters Score -4.569586e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7464 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70269 members 
Mstep: Class 8 contains 17091 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280168 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69564 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695844.000000 Penalty: 36385.617188
Iteration 164Q: 18 clusters Score -4.569584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7406 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70269 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280183 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69563 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695856.000000 Penalty: 36385.617188
Iteration 165Q: 18 clusters Score -4.569586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7400 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70268 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280189 members 
Mstep: Class 12 contains 7599 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69563 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695868.000000 Penalty: 36385.617188
Iteration 166Q: 18 clusters Score -4.569587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70268 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280194 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69562 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695884.000000 Penalty: 36385.617188
Iteration 167Q: 18 clusters Score -4.569588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7391 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70267 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280200 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69560 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695864.000000 Penalty: 36385.617188
Iteration 168Q: 18 clusters Score -4.569586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70264 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280206 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69559 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695916.000000 Penalty: 36385.617188
Iteration 169Q: 18 clusters Score -4.569592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7387 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70257 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280214 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69557 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695892.000000 Penalty: 36385.617188
Iteration 170Q: 18 clusters Score -4.569589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70253 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280221 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69553 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695880.000000 Penalty: 36385.617188
Iteration 171Q: 18 clusters Score -4.569588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70253 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280230 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69549 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695880.000000 Penalty: 36385.617188
Iteration 172Q: 18 clusters Score -4.569588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70252 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280235 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69550 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695904.000000 Penalty: 36385.617188
Iteration 173Q: 18 clusters Score -4.56959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7372 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70251 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280243 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69549 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695884.000000 Penalty: 36385.617188
Iteration 174Q: 18 clusters Score -4.569588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70251 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280252 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69548 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695884.000000 Penalty: 36385.617188
Iteration 175Q: 18 clusters Score -4.569588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7359 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70250 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280262 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69544 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695920.000000 Penalty: 36385.617188
Iteration 176Q: 18 clusters Score -4.569592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7355 members 
Mstep: Class 5 contains 8759 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70249 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280266 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69545 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695932.000000 Penalty: 36385.617188
Iteration 177Q: 18 clusters Score -4.569593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7350 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70248 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280270 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69546 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695924.000000 Penalty: 36385.617188
Iteration 178Q: 18 clusters Score -4.569592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7345 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70246 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280279 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69543 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695932.000000 Penalty: 36385.617188
Iteration 179Q: 18 clusters Score -4.569593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70245 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280288 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69542 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695944.000000 Penalty: 36385.617188
Iteration 180F: 18 clusters Score -4.569594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70244 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280292 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69541 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695956.000000 Penalty: 36385.617188
Iteration 181Q: 18 clusters Score -4.569596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70241 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280294 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69545 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695976.000000 Penalty: 36385.617188
Iteration 182Q: 18 clusters Score -4.569598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12194 members 
Mstep: Class 4 contains 7320 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70240 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280306 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69548 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695992.000000 Penalty: 36385.617188
Iteration 183Q: 18 clusters Score -4.569599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7303 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22873 members 
Mstep: Class 7 contains 70239 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280323 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69550 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 184Q: 18 clusters Score -4.569594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7294 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 70238 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280332 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69552 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695928.000000 Penalty: 36385.617188
Iteration 185Q: 18 clusters Score -4.569593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7288 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 70238 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280341 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69549 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695912.000000 Penalty: 36385.617188
Iteration 186Q: 18 clusters Score -4.569591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7284 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 70234 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 9 contains 206 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280352 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69547 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695916.000000 Penalty: 36385.617188
Iteration 187Q: 18 clusters Score -4.569592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 70232 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280362 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69545 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695944.000000 Penalty: 36385.617188
Iteration 188Q: 18 clusters Score -4.569594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7460 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 7268 members 
Mstep: Class 5 contains 8761 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70231 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280376 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69546 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 189Q: 18 clusters Score -4.569594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 12191 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70229 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280389 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69547 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695956.000000 Penalty: 36385.617188
Iteration 190Q: 18 clusters Score -4.569596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7246 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 70226 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280406 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69544 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695924.000000 Penalty: 36385.617188
Iteration 191Q: 18 clusters Score -4.569592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7239 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 70225 members 
Mstep: Class 8 contains 17083 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280419 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69539 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695896.000000 Penalty: 36385.617188
Iteration 192Q: 18 clusters Score -4.56959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7230 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 22871 members 
Mstep: Class 7 contains 70222 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280434 members 
Mstep: Class 12 contains 7600 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69536 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695904.000000 Penalty: 36385.617188
Iteration 193Q: 18 clusters Score -4.56959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7218 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70221 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280448 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69535 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695908.000000 Penalty: 36385.617188
Iteration 194Q: 18 clusters Score -4.569591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70221 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280464 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69532 members 
Mstep: Class 15 contains 3932 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 195Q: 18 clusters Score -4.569594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7188 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70218 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280482 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69529 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 196Q: 18 clusters Score -4.569594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7174 members 
Mstep: Class 5 contains 8765 members 
Mstep: Class 6 contains 22869 members 
Mstep: Class 7 contains 70220 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280497 members 
Mstep: Class 12 contains 7602 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69527 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695944.000000 Penalty: 36385.617188
Iteration 197Q: 18 clusters Score -4.569594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7166 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22868 members 
Mstep: Class 7 contains 70218 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280505 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69527 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695920.000000 Penalty: 36385.617188
Iteration 198Q: 18 clusters Score -4.569592e+07 nChanged 12
Entering ConstructFrom: 
Score: -45695920.000000 Penalty: 36385.617188
Entering ConstructFrom: 
Trying to split cluster 1 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130683.679688 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -128825.656250 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128825.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -129216.148438 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129216.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -129333.132812 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129333.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -129410.828125 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129410.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -129457.539062 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -129457.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -129499.203125 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129499.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -129535.000000 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129577.812500 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129577.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -129659.203125 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -129659.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -129751.718750 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -129751.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -129806.656250 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -129806.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -129860.640625 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -129860.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -129904.093750 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -129904.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -129938.929688 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -129938.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -129966.890625 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -129966.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -129995.679688 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -129995.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -130024.109375 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -130024.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -130051.250000 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -130051.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -130073.546875 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -130073.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -130094.664062 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -130094.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -130109.296875 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -130109.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -130119.664062 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -130119.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -130128.453125 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -130128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -130133.695312 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -130133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -130135.406250 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -130135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -130138.710938 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -130138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -130141.476562 Penalty: 2401.809082
	Iteration 26Q: 3 clusters Score -130141.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -130143.726562 Penalty: 2401.809082
	Iteration 27Q: 3 clusters Score -130143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -130144.554688 Penalty: 2401.809082
	Iteration 28Q: 3 clusters Score -130144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -130145.445312 Penalty: 2401.809082
	Iteration 29Q: 3 clusters Score -130145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -130145.445312 Penalty: 2401.809082
	Iteration 30F: 3 clusters Score -130145.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Entering Unmasked Estep 
Score: -666870.187500 Penalty: 1449.106567
	Iteration 0F: 2 clusters Score -666870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -661307.062500 Penalty: 2898.213135
	Iteration 0F: 3 clusters Score -661307.1 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -663041.687500 Penalty: 2898.213135
	Iteration 1F: 3 clusters Score -663041.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -663311.125000 Penalty: 2898.213135
	Iteration 2F: 3 clusters Score -663311.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -663550.937500 Penalty: 2898.213135
	Iteration 3F: 3 clusters Score -663550.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -663775.562500 Penalty: 2898.213135
	Iteration 4Q: 3 clusters Score -663775.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -663995.750000 Penalty: 2898.213135
	Iteration 5Q: 3 clusters Score -663995.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -664213.000000 Penalty: 2898.213135
	Iteration 6Q: 3 clusters Score -664213 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -664466.375000 Penalty: 2898.213135
	Iteration 7Q: 3 clusters Score -664466.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -664722.687500 Penalty: 2898.213135
	Iteration 8Q: 3 clusters Score -664722.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -665009.562500 Penalty: 2898.213135
	Iteration 9Q: 3 clusters Score -665009.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -665285.125000 Penalty: 2898.213135
	Iteration 10Q: 3 clusters Score -665285.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -665609.062500 Penalty: 2898.213135
	Iteration 11Q: 3 clusters Score -665609.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -665942.312500 Penalty: 2898.213135
	Iteration 12Q: 3 clusters Score -665942.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -666195.312500 Penalty: 2898.213135
	Iteration 13Q: 3 clusters Score -666195.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -666396.375000 Penalty: 2898.213135
	Iteration 14Q: 3 clusters Score -666396.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -666550.250000 Penalty: 2898.213135
	Iteration 15Q: 3 clusters Score -666550.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -666644.937500 Penalty: 2898.213135
	Iteration 16Q: 3 clusters Score -666644.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -666710.375000 Penalty: 2898.213135
	Iteration 17Q: 3 clusters Score -666710.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -666756.000000 Penalty: 2898.213135
	Iteration 18Q: 3 clusters Score -666756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -666782.250000 Penalty: 2898.213135
	Iteration 19Q: 3 clusters Score -666782.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -666796.000000 Penalty: 2898.213135
	Iteration 20F: 3 clusters Score -666796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -666806.187500 Penalty: 2898.213135
	Iteration 21Q: 3 clusters Score -666806.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -666812.875000 Penalty: 2898.213135
	Iteration 22Q: 3 clusters Score -666812.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -666816.812500 Penalty: 2898.213135
	Iteration 23Q: 3 clusters Score -666816.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -666818.000000 Penalty: 2898.213135
	Iteration 24Q: 3 clusters Score -666818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -666820.625000 Penalty: 2898.213135
	Iteration 25Q: 3 clusters Score -666820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -666821.250000 Penalty: 2898.213135
	Iteration 26Q: 3 clusters Score -666821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -666821.250000 Penalty: 2898.213135
	Iteration 27Q: 3 clusters Score -666821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -666822.937500 Penalty: 2898.213135
	Iteration 28Q: 3 clusters Score -666822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -666822.500000 Penalty: 2898.213135
	Iteration 29Q: 3 clusters Score -666822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -666824.187500 Penalty: 2898.213135
	Iteration 30Q: 3 clusters Score -666824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -666824.875000 Penalty: 2898.213135
	Iteration 31Q: 3 clusters Score -666824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -666824.875000 Penalty: 2898.213135
	Iteration 32F: 3 clusters Score -666824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1083916.000000 Penalty: 1528.860229
	Iteration 0F: 2 clusters Score -1083916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1075376.500000 Penalty: 3057.720459
	Iteration 0F: 3 clusters Score -1075376 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1078276.125000 Penalty: 3057.720459
	Iteration 1F: 3 clusters Score -1078276 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1078663.625000 Penalty: 3057.720459
	Iteration 2F: 3 clusters Score -1078664 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1079124.750000 Penalty: 3057.720459
	Iteration 3F: 3 clusters Score -1079125 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1079665.750000 Penalty: 3057.720459
	Iteration 4F: 3 clusters Score -1079666 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1080334.250000 Penalty: 3057.720459
	Iteration 5F: 3 clusters Score -1080334 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1080984.250000 Penalty: 3057.720459
	Iteration 6F: 3 clusters Score -1080984 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1081508.875000 Penalty: 3057.720459
	Iteration 7Q: 3 clusters Score -1081509 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1081941.625000 Penalty: 3057.720459
	Iteration 8Q: 3 clusters Score -1081942 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1082206.250000 Penalty: 3057.720459
	Iteration 9Q: 3 clusters Score -1082206 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1082374.000000 Penalty: 3057.720459
	Iteration 10Q: 3 clusters Score -1082374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1082477.875000 Penalty: 3057.720459
	Iteration 11Q: 3 clusters Score -1082478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1082522.750000 Penalty: 3057.720459
	Iteration 12Q: 3 clusters Score -1082523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1082548.000000 Penalty: 3057.720459
	Iteration 13Q: 3 clusters Score -1082548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1082568.875000 Penalty: 3057.720459
	Iteration 14Q: 3 clusters Score -1082569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1082582.125000 Penalty: 3057.720459
	Iteration 15Q: 3 clusters Score -1082582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1082588.625000 Penalty: 3057.720459
	Iteration 16Q: 3 clusters Score -1082589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1082595.625000 Penalty: 3057.720459
	Iteration 17Q: 3 clusters Score -1082596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1082599.500000 Penalty: 3057.720459
	Iteration 18Q: 3 clusters Score -1082600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1082602.750000 Penalty: 3057.720459
	Iteration 19Q: 3 clusters Score -1082603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1082607.500000 Penalty: 3057.720459
	Iteration 20F: 3 clusters Score -1082608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1082613.750000 Penalty: 3057.720459
	Iteration 21Q: 3 clusters Score -1082614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1082616.625000 Penalty: 3057.720459
	Iteration 22Q: 3 clusters Score -1082617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1082618.875000 Penalty: 3057.720459
	Iteration 23Q: 3 clusters Score -1082619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1082621.875000 Penalty: 3057.720459
	Iteration 24Q: 3 clusters Score -1082622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1082622.375000 Penalty: 3057.720459
	Iteration 25Q: 3 clusters Score -1082622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1082626.000000 Penalty: 3057.720459
	Iteration 26Q: 3 clusters Score -1082626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1082625.125000 Penalty: 3057.720459
	Iteration 27Q: 3 clusters Score -1082625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1082625.250000 Penalty: 3057.720459
	Iteration 28Q: 3 clusters Score -1082625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1082627.875000 Penalty: 3057.720459
	Iteration 29Q: 3 clusters Score -1082628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1082627.875000 Penalty: 3057.720459
	Iteration 30F: 3 clusters Score -1082628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -647869.062500 Penalty: 1442.324951
	Iteration 0F: 2 clusters Score -647869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -642537.437500 Penalty: 2884.649902
	Iteration 0F: 3 clusters Score -642537.4 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -644088.625000 Penalty: 2884.649902
	Iteration 1F: 3 clusters Score -644088.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -644281.812500 Penalty: 2884.649902
	Iteration 2F: 3 clusters Score -644281.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -644441.937500 Penalty: 2884.649902
	Iteration 3F: 3 clusters Score -644441.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -644565.125000 Penalty: 2884.649902
	Iteration 4Q: 3 clusters Score -644565.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -644711.375000 Penalty: 2884.649902
	Iteration 5Q: 3 clusters Score -644711.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -644877.000000 Penalty: 2884.649902
	Iteration 6Q: 3 clusters Score -644877 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -645062.875000 Penalty: 2884.649902
	Iteration 7Q: 3 clusters Score -645062.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -645303.812500 Penalty: 2884.649902
	Iteration 8F: 3 clusters Score -645303.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -645610.875000 Penalty: 2884.649902
	Iteration 9F: 3 clusters Score -645610.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -645961.375000 Penalty: 2884.649902
	Iteration 10F: 3 clusters Score -645961.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -646268.312500 Penalty: 2884.649902
	Iteration 11Q: 3 clusters Score -646268.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -646489.562500 Penalty: 2884.649902
	Iteration 12Q: 3 clusters Score -646489.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -646650.812500 Penalty: 2884.649902
	Iteration 13Q: 3 clusters Score -646650.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -646739.562500 Penalty: 2884.649902
	Iteration 14Q: 3 clusters Score -646739.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -646788.187500 Penalty: 2884.649902
	Iteration 15Q: 3 clusters Score -646788.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -646818.562500 Penalty: 2884.649902
	Iteration 16Q: 3 clusters Score -646818.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -646830.750000 Penalty: 2884.649902
	Iteration 17Q: 3 clusters Score -646830.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -646839.125000 Penalty: 2884.649902
	Iteration 18Q: 3 clusters Score -646839.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -646844.000000 Penalty: 2884.649902
	Iteration 19Q: 3 clusters Score -646844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -646848.562500 Penalty: 2884.649902
	Iteration 20F: 3 clusters Score -646848.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -646855.375000 Penalty: 2884.649902
	Iteration 21Q: 3 clusters Score -646855.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -646859.750000 Penalty: 2884.649902
	Iteration 22Q: 3 clusters Score -646859.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -646862.875000 Penalty: 2884.649902
	Iteration 23Q: 3 clusters Score -646862.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -646869.937500 Penalty: 2884.649902
	Iteration 24Q: 3 clusters Score -646869.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -646873.312500 Penalty: 2884.649902
	Iteration 25Q: 3 clusters Score -646873.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -646875.250000 Penalty: 2884.649902
	Iteration 26Q: 3 clusters Score -646875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -646878.250000 Penalty: 2884.649902
	Iteration 27Q: 3 clusters Score -646878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -646880.750000 Penalty: 2884.649902
	Iteration 28Q: 3 clusters Score -646880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -646881.750000 Penalty: 2884.649902
	Iteration 29Q: 3 clusters Score -646881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -646881.875000 Penalty: 2884.649902
	Iteration 30Q: 3 clusters Score -646881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -646882.000000 Penalty: 2884.649902
	Iteration 31Q: 3 clusters Score -646882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -646882.812500 Penalty: 2884.649902
	Iteration 32Q: 3 clusters Score -646882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -646882.625000 Penalty: 2884.649902
	Iteration 33Q: 3 clusters Score -646882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -646884.125000 Penalty: 2884.649902
	Iteration 34Q: 3 clusters Score -646884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -646883.875000 Penalty: 2884.649902
	Iteration 35Q: 3 clusters Score -646883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -646883.875000 Penalty: 2884.649902
	Iteration 36F: 3 clusters Score -646883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Entering Unmasked Estep 
Score: -790528.375000 Penalty: 1475.278320
	Iteration 0F: 2 clusters Score -790528.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -784158.625000 Penalty: 2950.556641
	Iteration 0F: 3 clusters Score -784158.6 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -786146.500000 Penalty: 2950.556641
	Iteration 1F: 3 clusters Score -786146.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -786355.125000 Penalty: 2950.556641
	Iteration 2F: 3 clusters Score -786355.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -786514.125000 Penalty: 2950.556641
	Iteration 3Q: 3 clusters Score -786514.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -786649.437500 Penalty: 2950.556641
	Iteration 4Q: 3 clusters Score -786649.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -786746.250000 Penalty: 2950.556641
	Iteration 5Q: 3 clusters Score -786746.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -786838.125000 Penalty: 2950.556641
	Iteration 6Q: 3 clusters Score -786838.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -786927.000000 Penalty: 2950.556641
	Iteration 7Q: 3 clusters Score -786927 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -787007.750000 Penalty: 2950.556641
	Iteration 8Q: 3 clusters Score -787007.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -787098.562500 Penalty: 2950.556641
	Iteration 9Q: 3 clusters Score -787098.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -787209.437500 Penalty: 2950.556641
	Iteration 10Q: 3 clusters Score -787209.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -787324.375000 Penalty: 2950.556641
	Iteration 11Q: 3 clusters Score -787324.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -787468.250000 Penalty: 2950.556641
	Iteration 12Q: 3 clusters Score -787468.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -787642.000000 Penalty: 2950.556641
	Iteration 13Q: 3 clusters Score -787642 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -787860.187500 Penalty: 2950.556641
	Iteration 14Q: 3 clusters Score -787860.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -788088.687500 Penalty: 2950.556641
	Iteration 15Q: 3 clusters Score -788088.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -788301.562500 Penalty: 2950.556641
	Iteration 16Q: 3 clusters Score -788301.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -788486.937500 Penalty: 2950.556641
	Iteration 17Q: 3 clusters Score -788486.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -788648.125000 Penalty: 2950.556641
	Iteration 18Q: 3 clusters Score -788648.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -788768.625000 Penalty: 2950.556641
	Iteration 19Q: 3 clusters Score -788768.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -788869.000000 Penalty: 2950.556641
	Iteration 20F: 3 clusters Score -788869 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -788944.625000 Penalty: 2950.556641
	Iteration 21Q: 3 clusters Score -788944.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -789014.250000 Penalty: 2950.556641
	Iteration 22Q: 3 clusters Score -789014.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -789072.000000 Penalty: 2950.556641
	Iteration 23Q: 3 clusters Score -789072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -789117.937500 Penalty: 2950.556641
	Iteration 24Q: 3 clusters Score -789117.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -789152.125000 Penalty: 2950.556641
	Iteration 25Q: 3 clusters Score -789152.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -789177.562500 Penalty: 2950.556641
	Iteration 26Q: 3 clusters Score -789177.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -789203.500000 Penalty: 2950.556641
	Iteration 27Q: 3 clusters Score -789203.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -789217.562500 Penalty: 2950.556641
	Iteration 28Q: 3 clusters Score -789217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -789225.000000 Penalty: 2950.556641
	Iteration 29Q: 3 clusters Score -789225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -789235.812500 Penalty: 2950.556641
	Iteration 30Q: 3 clusters Score -789235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -789240.187500 Penalty: 2950.556641
	Iteration 31Q: 3 clusters Score -789240.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -789246.500000 Penalty: 2950.556641
	Iteration 32Q: 3 clusters Score -789246.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -789255.250000 Penalty: 2950.556641
	Iteration 33Q: 3 clusters Score -789255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -789260.375000 Penalty: 2950.556641
	Iteration 34Q: 3 clusters Score -789260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -789260.000000 Penalty: 2950.556641
	Iteration 35Q: 3 clusters Score -789260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -789263.125000 Penalty: 2950.556641
	Iteration 36Q: 3 clusters Score -789263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -789265.437500 Penalty: 2950.556641
	Iteration 37Q: 3 clusters Score -789265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -789271.437500 Penalty: 2950.556641
	Iteration 38Q: 3 clusters Score -789271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -789275.437500 Penalty: 2950.556641
	Iteration 39Q: 3 clusters Score -789275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -789277.062500 Penalty: 2950.556641
	Iteration 40F: 3 clusters Score -789277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -789277.937500 Penalty: 2950.556641
	Iteration 41Q: 3 clusters Score -789277.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -789277.937500 Penalty: 2950.556641
	Iteration 42F: 3 clusters Score -789277.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Entering Unmasked Estep 
Score: -1933519.250000 Penalty: 1631.092773
	Iteration 0F: 2 clusters Score -1933519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1918043.500000 Penalty: 3262.185547
	Iteration 0F: 3 clusters Score -1918044 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1923609.625000 Penalty: 3262.185547
	Iteration 1F: 3 clusters Score -1923610 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1923953.125000 Penalty: 3262.185547
	Iteration 2Q: 3 clusters Score -1923953 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1924251.250000 Penalty: 3262.185547
	Iteration 3Q: 3 clusters Score -1924251 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1924523.250000 Penalty: 3262.185547
	Iteration 4Q: 3 clusters Score -1924523 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1924809.375000 Penalty: 3262.185547
	Iteration 5Q: 3 clusters Score -1924809 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1925210.375000 Penalty: 3262.185547
	Iteration 6Q: 3 clusters Score -1925210 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1925725.250000 Penalty: 3262.185547
	Iteration 7Q: 3 clusters Score -1925725 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1926462.000000 Penalty: 3262.185547
	Iteration 8F: 3 clusters Score -1926462 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1927386.125000 Penalty: 3262.185547
	Iteration 9F: 3 clusters Score -1927386 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -1928312.500000 Penalty: 3262.185547
	Iteration 10F: 3 clusters Score -1928312 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1929201.250000 Penalty: 3262.185547
	Iteration 11F: 3 clusters Score -1929201 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1929978.875000 Penalty: 3262.185547
	Iteration 12Q: 3 clusters Score -1929979 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1930647.125000 Penalty: 3262.185547
	Iteration 13Q: 3 clusters Score -1930647 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -1931109.500000 Penalty: 3262.185547
	Iteration 14Q: 3 clusters Score -1931110 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1931390.875000 Penalty: 3262.185547
	Iteration 15Q: 3 clusters Score -1931391 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1931605.125000 Penalty: 3262.185547
	Iteration 16Q: 3 clusters Score -1931605 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1931760.750000 Penalty: 3262.185547
	Iteration 17Q: 3 clusters Score -1931761 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -1931856.125000 Penalty: 3262.185547
	Iteration 18Q: 3 clusters Score -1931856 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -1931943.125000 Penalty: 3262.185547
	Iteration 19Q: 3 clusters Score -1931943 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -1931987.000000 Penalty: 3262.185547
	Iteration 20F: 3 clusters Score -1931987 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1932033.500000 Penalty: 3262.185547
	Iteration 21Q: 3 clusters Score -1932034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -1932073.875000 Penalty: 3262.185547
	Iteration 22Q: 3 clusters Score -1932074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -1932099.625000 Penalty: 3262.185547
	Iteration 23Q: 3 clusters Score -1932100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1932122.250000 Penalty: 3262.185547
	Iteration 24Q: 3 clusters Score -1932122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -1932137.875000 Penalty: 3262.185547
	Iteration 25Q: 3 clusters Score -1932138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1932155.500000 Penalty: 3262.185547
	Iteration 26Q: 3 clusters Score -1932156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1932168.250000 Penalty: 3262.185547
	Iteration 27Q: 3 clusters Score -1932168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1932174.125000 Penalty: 3262.185547
	Iteration 28Q: 3 clusters Score -1932174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1932183.125000 Penalty: 3262.185547
	Iteration 29Q: 3 clusters Score -1932183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -1932184.875000 Penalty: 3262.185547
	Iteration 30Q: 3 clusters Score -1932185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1932188.875000 Penalty: 3262.185547
	Iteration 31Q: 3 clusters Score -1932189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -1932191.125000 Penalty: 3262.185547
	Iteration 32Q: 3 clusters Score -1932191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1932198.375000 Penalty: 3262.185547
	Iteration 33Q: 3 clusters Score -1932198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1932201.875000 Penalty: 3262.185547
	Iteration 34Q: 3 clusters Score -1932202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1932206.125000 Penalty: 3262.185547
	Iteration 35Q: 3 clusters Score -1932206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1932207.125000 Penalty: 3262.185547
	Iteration 36Q: 3 clusters Score -1932207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1932213.750000 Penalty: 3262.185547
	Iteration 37Q: 3 clusters Score -1932214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1932213.125000 Penalty: 3262.185547
	Iteration 38Q: 3 clusters Score -1932213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1932214.625000 Penalty: 3262.185547
	Iteration 39Q: 3 clusters Score -1932215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1932216.250000 Penalty: 3262.185547
	Iteration 40F: 3 clusters Score -1932216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1932216.875000 Penalty: 3262.185547
	Iteration 41Q: 3 clusters Score -1932217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -1932221.375000 Penalty: 3262.185547
	Iteration 42Q: 3 clusters Score -1932221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -1932221.500000 Penalty: 3262.185547
	Iteration 43Q: 3 clusters Score -1932222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -1932224.750000 Penalty: 3262.185547
	Iteration 44Q: 3 clusters Score -1932225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1932228.375000 Penalty: 3262.185547
	Iteration 45Q: 3 clusters Score -1932228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -1932234.250000 Penalty: 3262.185547
	Iteration 46Q: 3 clusters Score -1932234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -1932236.250000 Penalty: 3262.185547
	Iteration 47Q: 3 clusters Score -1932236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -1932238.500000 Penalty: 3262.185547
	Iteration 48Q: 3 clusters Score -1932238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -1932237.500000 Penalty: 3262.185547
	Iteration 49Q: 3 clusters Score -1932238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -1932236.375000 Penalty: 3262.185547
	Iteration 50Q: 3 clusters Score -1932236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -1932236.375000 Penalty: 3262.185547
	Iteration 51Q: 3 clusters Score -1932236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -1932236.750000 Penalty: 3262.185547
	Iteration 52Q: 3 clusters Score -1932237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -1932240.625000 Penalty: 3262.185547
	Iteration 53Q: 3 clusters Score -1932241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -1932240.625000 Penalty: 3262.185547
	Iteration 54F: 3 clusters Score -1932241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Entering Unmasked Estep 
Score: -6127090.500000 Penalty: 1813.395996
	Iteration 0F: 2 clusters Score -6127090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -6080128.500000 Penalty: 3626.791992
	Iteration 0F: 3 clusters Score -6080128 nChanged 33213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -6099231.000000 Penalty: 3626.791992
	Iteration 1F: 3 clusters Score -6099231 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -6100003.000000 Penalty: 3626.791992
	Iteration 2Q: 3 clusters Score -6100003 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -6100980.500000 Penalty: 3626.791992
	Iteration 3Q: 3 clusters Score -6100980 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -6102438.500000 Penalty: 3626.791992
	Iteration 4Q: 3 clusters Score -6102438 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -6104916.000000 Penalty: 3626.791992
	Iteration 5F: 3 clusters Score -6104916 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -6108698.000000 Penalty: 3626.791992
	Iteration 6F: 3 clusters Score -6108698 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -6113439.500000 Penalty: 3626.791992
	Iteration 7F: 3 clusters Score -6113440 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -6118274.500000 Penalty: 3626.791992
	Iteration 8F: 3 clusters Score -6118274 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -6121875.000000 Penalty: 3626.791992
	Iteration 9F: 3 clusters Score -6121875 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -6123905.000000 Penalty: 3626.791992
	Iteration 10Q: 3 clusters Score -6123905 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -6124889.500000 Penalty: 3626.791992
	Iteration 11Q: 3 clusters Score -6124890 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -6125236.000000 Penalty: 3626.791992
	Iteration 12Q: 3 clusters Score -6125236 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -6125398.000000 Penalty: 3626.791992
	Iteration 13Q: 3 clusters Score -6125398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -6125463.500000 Penalty: 3626.791992
	Iteration 14Q: 3 clusters Score -6125464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -6125516.500000 Penalty: 3626.791992
	Iteration 15Q: 3 clusters Score -6125516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -6125540.000000 Penalty: 3626.791992
	Iteration 16Q: 3 clusters Score -6125540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 69938 members 
Entering Unmasked Estep 
Score: -6125558.000000 Penalty: 3626.791992
	Iteration 17Q: 3 clusters Score -6125558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -6125564.500000 Penalty: 3626.791992
	Iteration 18Q: 3 clusters Score -6125564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 69948 members 
Entering Unmasked Estep 
Score: -6125581.500000 Penalty: 3626.791992
	Iteration 19Q: 3 clusters Score -6125582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -6125594.500000 Penalty: 3626.791992
	Iteration 20F: 3 clusters Score -6125594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 69950 members 
Entering Unmasked Estep 
Score: -6125603.000000 Penalty: 3626.791992
	Iteration 21Q: 3 clusters Score -6125603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -6125606.500000 Penalty: 3626.791992
	Iteration 22Q: 3 clusters Score -6125606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -6125613.500000 Penalty: 3626.791992
	Iteration 23Q: 3 clusters Score -6125614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -6125616.500000 Penalty: 3626.791992
	Iteration 24Q: 3 clusters Score -6125616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -6125616.500000 Penalty: 3626.791992
	Iteration 25F: 3 clusters Score -6125616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Entering Unmasked Estep 
Score: -1542976.250000 Penalty: 1583.717896
	Iteration 0F: 2 clusters Score -1542976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1531230.625000 Penalty: 3167.435791
	Iteration 0F: 3 clusters Score -1531231 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1535281.250000 Penalty: 3167.435791
	Iteration 1F: 3 clusters Score -1535281 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1535556.250000 Penalty: 3167.435791
	Iteration 2Q: 3 clusters Score -1535556 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1535782.000000 Penalty: 3167.435791
	Iteration 3Q: 3 clusters Score -1535782 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1535995.375000 Penalty: 3167.435791
	Iteration 4Q: 3 clusters Score -1535995 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1536228.875000 Penalty: 3167.435791
	Iteration 5Q: 3 clusters Score -1536229 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1536457.000000 Penalty: 3167.435791
	Iteration 6Q: 3 clusters Score -1536457 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1536695.875000 Penalty: 3167.435791
	Iteration 7Q: 3 clusters Score -1536696 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1536982.750000 Penalty: 3167.435791
	Iteration 8Q: 3 clusters Score -1536983 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1537342.125000 Penalty: 3167.435791
	Iteration 9Q: 3 clusters Score -1537342 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1537793.125000 Penalty: 3167.435791
	Iteration 10Q: 3 clusters Score -1537793 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1538368.250000 Penalty: 3167.435791
	Iteration 11F: 3 clusters Score -1538368 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1539033.875000 Penalty: 3167.435791
	Iteration 12F: 3 clusters Score -1539034 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1539682.750000 Penalty: 3167.435791
	Iteration 13Q: 3 clusters Score -1539683 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1540212.500000 Penalty: 3167.435791
	Iteration 14Q: 3 clusters Score -1540212 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1540603.500000 Penalty: 3167.435791
	Iteration 15Q: 3 clusters Score -1540604 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1540882.875000 Penalty: 3167.435791
	Iteration 16Q: 3 clusters Score -1540883 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1541079.500000 Penalty: 3167.435791
	Iteration 17Q: 3 clusters Score -1541080 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1541209.125000 Penalty: 3167.435791
	Iteration 18Q: 3 clusters Score -1541209 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1541322.500000 Penalty: 3167.435791
	Iteration 19Q: 3 clusters Score -1541322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -1541387.375000 Penalty: 3167.435791
	Iteration 20F: 3 clusters Score -1541387 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1541446.000000 Penalty: 3167.435791
	Iteration 21Q: 3 clusters Score -1541446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1541479.125000 Penalty: 3167.435791
	Iteration 22Q: 3 clusters Score -1541479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1541505.125000 Penalty: 3167.435791
	Iteration 23Q: 3 clusters Score -1541505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1541523.375000 Penalty: 3167.435791
	Iteration 24Q: 3 clusters Score -1541523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1541536.750000 Penalty: 3167.435791
	Iteration 25Q: 3 clusters Score -1541537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1541545.125000 Penalty: 3167.435791
	Iteration 26Q: 3 clusters Score -1541545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1541552.375000 Penalty: 3167.435791
	Iteration 27Q: 3 clusters Score -1541552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1541561.125000 Penalty: 3167.435791
	Iteration 28Q: 3 clusters Score -1541561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1541573.125000 Penalty: 3167.435791
	Iteration 29Q: 3 clusters Score -1541573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1541576.000000 Penalty: 3167.435791
	Iteration 30Q: 3 clusters Score -1541576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -1541581.875000 Penalty: 3167.435791
	Iteration 31Q: 3 clusters Score -1541582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1541586.875000 Penalty: 3167.435791
	Iteration 32Q: 3 clusters Score -1541587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1541588.500000 Penalty: 3167.435791
	Iteration 33Q: 3 clusters Score -1541588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1541591.250000 Penalty: 3167.435791
	Iteration 34Q: 3 clusters Score -1541591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1541595.125000 Penalty: 3167.435791
	Iteration 35Q: 3 clusters Score -1541595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1541599.250000 Penalty: 3167.435791
	Iteration 36Q: 3 clusters Score -1541599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1541607.750000 Penalty: 3167.435791
	Iteration 37Q: 3 clusters Score -1541608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1541613.375000 Penalty: 3167.435791
	Iteration 38Q: 3 clusters Score -1541613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1541618.000000 Penalty: 3167.435791
	Iteration 39Q: 3 clusters Score -1541618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1541627.250000 Penalty: 3167.435791
	Iteration 40F: 3 clusters Score -1541627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1541633.625000 Penalty: 3167.435791
	Iteration 41Q: 3 clusters Score -1541634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1541641.375000 Penalty: 3167.435791
	Iteration 42Q: 3 clusters Score -1541641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1541637.750000 Penalty: 3167.435791
	Iteration 43Q: 3 clusters Score -1541638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1541642.750000 Penalty: 3167.435791
	Iteration 44Q: 3 clusters Score -1541643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1541647.625000 Penalty: 3167.435791
	Iteration 45Q: 3 clusters Score -1541648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1541649.375000 Penalty: 3167.435791
	Iteration 46Q: 3 clusters Score -1541649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1541647.375000 Penalty: 3167.435791
	Iteration 47Q: 3 clusters Score -1541647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1541650.375000 Penalty: 3167.435791
	Iteration 48Q: 3 clusters Score -1541650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1541649.625000 Penalty: 3167.435791
	Iteration 49Q: 3 clusters Score -1541650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1541649.625000 Penalty: 3167.435791
	Iteration 50F: 3 clusters Score -1541650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -13557.828125 Penalty: 864.989136
	Iteration 0F: 2 clusters Score -13557.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12890.802734 Penalty: 1729.978271
	Iteration 0F: 3 clusters Score -12890.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12982.382812 Penalty: 1729.978271
	Iteration 1F: 3 clusters Score -12982.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12994.223633 Penalty: 1729.978271
	Iteration 2Q: 3 clusters Score -12994.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12999.055664 Penalty: 1729.978271
	Iteration 3Q: 3 clusters Score -12999.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13001.226562 Penalty: 1729.978271
	Iteration 4Q: 3 clusters Score -13001.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13001.226562 Penalty: 1729.978271
	Iteration 5F: 3 clusters Score -13001.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -316094.968750 Penalty: 1326.779175
	Iteration 0F: 2 clusters Score -316095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -313073.906250 Penalty: 2653.558350
	Iteration 0F: 3 clusters Score -313073.9 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -313898.687500 Penalty: 2653.558350
	Iteration 1F: 3 clusters Score -313898.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -314096.937500 Penalty: 2653.558350
	Iteration 2F: 3 clusters Score -314096.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -314210.906250 Penalty: 2653.558350
	Iteration 3F: 3 clusters Score -314210.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -314283.187500 Penalty: 2653.558350
	Iteration 4Q: 3 clusters Score -314283.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -314356.937500 Penalty: 2653.558350
	Iteration 5Q: 3 clusters Score -314356.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -314410.500000 Penalty: 2653.558350
	Iteration 6Q: 3 clusters Score -314410.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -314442.531250 Penalty: 2653.558350
	Iteration 7Q: 3 clusters Score -314442.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -314463.906250 Penalty: 2653.558350
	Iteration 8Q: 3 clusters Score -314463.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -314477.718750 Penalty: 2653.558350
	Iteration 9Q: 3 clusters Score -314477.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -314489.687500 Penalty: 2653.558350
	Iteration 10Q: 3 clusters Score -314489.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -314501.531250 Penalty: 2653.558350
	Iteration 11Q: 3 clusters Score -314501.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -314511.000000 Penalty: 2653.558350
	Iteration 12Q: 3 clusters Score -314511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -314523.500000 Penalty: 2653.558350
	Iteration 13Q: 3 clusters Score -314523.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -314531.906250 Penalty: 2653.558350
	Iteration 14Q: 3 clusters Score -314531.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -314539.968750 Penalty: 2653.558350
	Iteration 15Q: 3 clusters Score -314540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -314544.625000 Penalty: 2653.558350
	Iteration 16Q: 3 clusters Score -314544.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -314550.031250 Penalty: 2653.558350
	Iteration 17Q: 3 clusters Score -314550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -314552.250000 Penalty: 2653.558350
	Iteration 18Q: 3 clusters Score -314552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -314554.343750 Penalty: 2653.558350
	Iteration 19Q: 3 clusters Score -314554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -314555.468750 Penalty: 2653.558350
	Iteration 20F: 3 clusters Score -314555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -314559.437500 Penalty: 2653.558350
	Iteration 21Q: 3 clusters Score -314559.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -314565.718750 Penalty: 2653.558350
	Iteration 22Q: 3 clusters Score -314565.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -314568.906250 Penalty: 2653.558350
	Iteration 23Q: 3 clusters Score -314568.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -314573.062500 Penalty: 2653.558350
	Iteration 24Q: 3 clusters Score -314573.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -314577.093750 Penalty: 2653.558350
	Iteration 25Q: 3 clusters Score -314577.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -314580.812500 Penalty: 2653.558350
	Iteration 26Q: 3 clusters Score -314580.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -314586.718750 Penalty: 2653.558350
	Iteration 27Q: 3 clusters Score -314586.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -314594.281250 Penalty: 2653.558350
	Iteration 28Q: 3 clusters Score -314594.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -314603.562500 Penalty: 2653.558350
	Iteration 29Q: 3 clusters Score -314603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -314612.625000 Penalty: 2653.558350
	Iteration 30Q: 3 clusters Score -314612.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -314619.875000 Penalty: 2653.558350
	Iteration 31Q: 3 clusters Score -314619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -314627.593750 Penalty: 2653.558350
	Iteration 32Q: 3 clusters Score -314627.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -314637.281250 Penalty: 2653.558350
	Iteration 33Q: 3 clusters Score -314637.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -314644.468750 Penalty: 2653.558350
	Iteration 34Q: 3 clusters Score -314644.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -314648.343750 Penalty: 2653.558350
	Iteration 35Q: 3 clusters Score -314648.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -314654.906250 Penalty: 2653.558350
	Iteration 36Q: 3 clusters Score -314654.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -314659.843750 Penalty: 2653.558350
	Iteration 37Q: 3 clusters Score -314659.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -314665.593750 Penalty: 2653.558350
	Iteration 38Q: 3 clusters Score -314665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -314668.656250 Penalty: 2653.558350
	Iteration 39Q: 3 clusters Score -314668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -314671.343750 Penalty: 2653.558350
	Iteration 40F: 3 clusters Score -314671.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -314674.312500 Penalty: 2653.558350
	Iteration 41Q: 3 clusters Score -314674.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -314680.687500 Penalty: 2653.558350
	Iteration 42Q: 3 clusters Score -314680.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -314687.593750 Penalty: 2653.558350
	Iteration 43Q: 3 clusters Score -314687.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -314693.750000 Penalty: 2653.558350
	Iteration 44Q: 3 clusters Score -314693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -314697.593750 Penalty: 2653.558350
	Iteration 45Q: 3 clusters Score -314697.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -314702.750000 Penalty: 2653.558350
	Iteration 46Q: 3 clusters Score -314702.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -314705.343750 Penalty: 2653.558350
	Iteration 47Q: 3 clusters Score -314705.3 nChanged 9
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: -314708.468750 Penalty: 2653.558350
	Iteration 48Q: 3 clusters Score -314708.5 nChanged 18
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: -314715.437500 Penalty: 2653.558350
	Iteration 49Q: 3 clusters Score -314715.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -314722.968750 Penalty: 2653.558350
	Iteration 50Q: 3 clusters Score -314723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -314729.437500 Penalty: 2653.558350
	Iteration 51Q: 3 clusters Score -314729.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -314735.156250 Penalty: 2653.558350
	Iteration 52Q: 3 clusters Score -314735.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -314741.062500 Penalty: 2653.558350
	Iteration 53Q: 3 clusters Score -314741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -314742.187500 Penalty: 2653.558350
	Iteration 54Q: 3 clusters Score -314742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -314743.781250 Penalty: 2653.558350
	Iteration 55Q: 3 clusters Score -314743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -314744.781250 Penalty: 2653.558350
	Iteration 56Q: 3 clusters Score -314744.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314745.562500 Penalty: 2653.558350
	Iteration 57Q: 3 clusters Score -314745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -314747.250000 Penalty: 2653.558350
	Iteration 58Q: 3 clusters Score -314747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -314748.562500 Penalty: 2653.558350
	Iteration 59Q: 3 clusters Score -314748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -314749.937500 Penalty: 2653.558350
	Iteration 60F: 3 clusters Score -314749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -314751.718750 Penalty: 2653.558350
	Iteration 61Q: 3 clusters Score -314751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -314752.437500 Penalty: 2653.558350
	Iteration 62Q: 3 clusters Score -314752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -314752.531250 Penalty: 2653.558350
	Iteration 63Q: 3 clusters Score -314752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -314753.187500 Penalty: 2653.558350
	Iteration 64Q: 3 clusters Score -314753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -314752.843750 Penalty: 2653.558350
	Iteration 65Q: 3 clusters Score -314752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -314753.687500 Penalty: 2653.558350
	Iteration 66Q: 3 clusters Score -314753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -314753.500000 Penalty: 2653.558350
	Iteration 67Q: 3 clusters Score -314753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -314753.781250 Penalty: 2653.558350
	Iteration 68Q: 3 clusters Score -314753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -314754.656250 Penalty: 2653.558350
	Iteration 69Q: 3 clusters Score -314754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -314754.656250 Penalty: 2653.558350
	Iteration 70F: 3 clusters Score -314754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280514 members 
Entering Unmasked Estep 
Score: -25129736.000000 Penalty: 2038.461670
	Iteration 0F: 2 clusters Score -2.512974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140219 members 
Mstep: Class 2 contains 140295 members 
Entering Unmasked Estep 
Score: -24950628.000000 Penalty: 4076.923340
	Iteration 0F: 3 clusters Score -2.495063e+07 nChanged 136999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135164 members 
Mstep: Class 2 contains 145350 members 
Entering Unmasked Estep 
Score: -25033970.000000 Penalty: 4076.923340
	Iteration 1F: 3 clusters Score -2.503397e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132569 members 
Mstep: Class 2 contains 147945 members 
Entering Unmasked Estep 
Score: -25035684.000000 Penalty: 4076.923340
	Iteration 2Q: 3 clusters Score -2.503568e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128723 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -25038424.000000 Penalty: 4076.923340
	Iteration 3Q: 3 clusters Score -2.503842e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -25041964.000000 Penalty: 4076.923340
	Iteration 4Q: 3 clusters Score -2.504196e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 165669 members 
Entering Unmasked Estep 
Score: -25046504.000000 Penalty: 4076.923340
	Iteration 5Q: 3 clusters Score -2.50465e+07 nChanged 14637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 176804 members 
Entering Unmasked Estep 
Score: -25053412.000000 Penalty: 4076.923340
	Iteration 6F: 3 clusters Score -2.505341e+07 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 190957 members 
Entering Unmasked Estep 
Score: -25062642.000000 Penalty: 4076.923340
	Iteration 7F: 3 clusters Score -2.506264e+07 nChanged 18402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 207009 members 
Entering Unmasked Estep 
Score: -25074032.000000 Penalty: 4076.923340
	Iteration 8F: 3 clusters Score -2.507403e+07 nChanged 17463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 222290 members 
Entering Unmasked Estep 
Score: -25087128.000000 Penalty: 4076.923340
	Iteration 9F: 3 clusters Score -2.508713e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 234130 members 
Entering Unmasked Estep 
Score: -25098434.000000 Penalty: 4076.923340
	Iteration 10F: 3 clusters Score -2.509843e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 241513 members 
Entering Unmasked Estep 
Score: -25105602.000000 Penalty: 4076.923340
	Iteration 11Q: 3 clusters Score -2.51056e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 245955 members 
Entering Unmasked Estep 
Score: -25109496.000000 Penalty: 4076.923340
	Iteration 12Q: 3 clusters Score -2.51095e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 249234 members 
Entering Unmasked Estep 
Score: -25111754.000000 Penalty: 4076.923340
	Iteration 13Q: 3 clusters Score -2.511175e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 252231 members 
Entering Unmasked Estep 
Score: -25113354.000000 Penalty: 4076.923340
	Iteration 14Q: 3 clusters Score -2.511335e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 254993 members 
Entering Unmasked Estep 
Score: -25114542.000000 Penalty: 4076.923340
	Iteration 15Q: 3 clusters Score -2.511454e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 257649 members 
Entering Unmasked Estep 
Score: -25115636.000000 Penalty: 4076.923340
	Iteration 16Q: 3 clusters Score -2.511564e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 260220 members 
Entering Unmasked Estep 
Score: -25116776.000000 Penalty: 4076.923340
	Iteration 17Q: 3 clusters Score -2.511678e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 262653 members 
Entering Unmasked Estep 
Score: -25117766.000000 Penalty: 4076.923340
	Iteration 18Q: 3 clusters Score -2.511777e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 264936 members 
Entering Unmasked Estep 
Score: -25118920.000000 Penalty: 4076.923340
	Iteration 19Q: 3 clusters Score -2.511892e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 267056 members 
Entering Unmasked Estep 
Score: -25119998.000000 Penalty: 4076.923340
	Iteration 20F: 3 clusters Score -2.512e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 269027 members 
Entering Unmasked Estep 
Score: -25121006.000000 Penalty: 4076.923340
	Iteration 21Q: 3 clusters Score -2.512101e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 270791 members 
Entering Unmasked Estep 
Score: -25122040.000000 Penalty: 4076.923340
	Iteration 22Q: 3 clusters Score -2.512204e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 272351 members 
Entering Unmasked Estep 
Score: -25122904.000000 Penalty: 4076.923340
	Iteration 23Q: 3 clusters Score -2.51229e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 273758 members 
Entering Unmasked Estep 
Score: -25123760.000000 Penalty: 4076.923340
	Iteration 24Q: 3 clusters Score -2.512376e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 274935 members 
Entering Unmasked Estep 
Score: -25124436.000000 Penalty: 4076.923340
	Iteration 25Q: 3 clusters Score -2.512444e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 275931 members 
Entering Unmasked Estep 
Score: -25125006.000000 Penalty: 4076.923340
	Iteration 26Q: 3 clusters Score -2.512501e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 276843 members 
Entering Unmasked Estep 
Score: -25125630.000000 Penalty: 4076.923340
	Iteration 27Q: 3 clusters Score -2.512563e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 277578 members 
Entering Unmasked Estep 
Score: -25126182.000000 Penalty: 4076.923340
	Iteration 28Q: 3 clusters Score -2.512618e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 278142 members 
Entering Unmasked Estep 
Score: -25126612.000000 Penalty: 4076.923340
	Iteration 29Q: 3 clusters Score -2.512661e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 278584 members 
Entering Unmasked Estep 
Score: -25126890.000000 Penalty: 4076.923340
	Iteration 30Q: 3 clusters Score -2.512689e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 278903 members 
Entering Unmasked Estep 
Score: -25127132.000000 Penalty: 4076.923340
	Iteration 31Q: 3 clusters Score -2.512713e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 279123 members 
Entering Unmasked Estep 
Score: -25127246.000000 Penalty: 4076.923340
	Iteration 32Q: 3 clusters Score -2.512725e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 279289 members 
Entering Unmasked Estep 
Score: -25127316.000000 Penalty: 4076.923340
	Iteration 33Q: 3 clusters Score -2.512732e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 279401 members 
Entering Unmasked Estep 
Score: -25127412.000000 Penalty: 4076.923340
	Iteration 34Q: 3 clusters Score -2.512741e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 279490 members 
Entering Unmasked Estep 
Score: -25127468.000000 Penalty: 4076.923340
	Iteration 35Q: 3 clusters Score -2.512747e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 279554 members 
Entering Unmasked Estep 
Score: -25127540.000000 Penalty: 4076.923340
	Iteration 36Q: 3 clusters Score -2.512754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 279609 members 
Entering Unmasked Estep 
Score: -25127592.000000 Penalty: 4076.923340
	Iteration 37Q: 3 clusters Score -2.512759e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 279662 members 
Entering Unmasked Estep 
Score: -25127642.000000 Penalty: 4076.923340
	Iteration 38Q: 3 clusters Score -2.512764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 279699 members 
Entering Unmasked Estep 
Score: -25127662.000000 Penalty: 4076.923340
	Iteration 39Q: 3 clusters Score -2.512766e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 279742 members 
Entering Unmasked Estep 
Score: -25127710.000000 Penalty: 4076.923340
	Iteration 40F: 3 clusters Score -2.512771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 279771 members 
Entering Unmasked Estep 
Score: -25127730.000000 Penalty: 4076.923340
	Iteration 41Q: 3 clusters Score -2.512773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 279791 members 
Entering Unmasked Estep 
Score: -25127740.000000 Penalty: 4076.923340
	Iteration 42Q: 3 clusters Score -2.512774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 279803 members 
Entering Unmasked Estep 
Score: -25127766.000000 Penalty: 4076.923340
	Iteration 43Q: 3 clusters Score -2.512777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 279813 members 
Entering Unmasked Estep 
Score: -25127762.000000 Penalty: 4076.923340
	Iteration 44Q: 3 clusters Score -2.512776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 279821 members 
Entering Unmasked Estep 
Score: -25127756.000000 Penalty: 4076.923340
	Iteration 45Q: 3 clusters Score -2.512776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 279834 members 
Entering Unmasked Estep 
Score: -25127766.000000 Penalty: 4076.923340
	Iteration 46Q: 3 clusters Score -2.512777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 279841 members 
Entering Unmasked Estep 
Score: -25127780.000000 Penalty: 4076.923340
	Iteration 47Q: 3 clusters Score -2.512778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 279849 members 
Entering Unmasked Estep 
Score: -25127788.000000 Penalty: 4076.923340
	Iteration 48Q: 3 clusters Score -2.512779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 279857 members 
Entering Unmasked Estep 
Score: -25127794.000000 Penalty: 4076.923340
	Iteration 49Q: 3 clusters Score -2.512779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 279863 members 
Entering Unmasked Estep 
Score: -25127778.000000 Penalty: 4076.923340
	Iteration 50Q: 3 clusters Score -2.512778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 279863 members 
Entering Unmasked Estep 
Score: -25127784.000000 Penalty: 4076.923340
	Iteration 51Q: 3 clusters Score -2.512778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 279863 members 
Entering Unmasked Estep 
Score: -25127782.000000 Penalty: 4076.923340
	Iteration 52Q: 3 clusters Score -2.512778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 279869 members 
Entering Unmasked Estep 
Score: -25127788.000000 Penalty: 4076.923340
	Iteration 53Q: 3 clusters Score -2.512779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 279874 members 
Entering Unmasked Estep 
Score: -25127798.000000 Penalty: 4076.923340
	Iteration 54Q: 3 clusters Score -2.51278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 279878 members 
Entering Unmasked Estep 
Score: -25127800.000000 Penalty: 4076.923340
	Iteration 55Q: 3 clusters Score -2.51278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 279878 members 
Entering Unmasked Estep 
Score: -25127810.000000 Penalty: 4076.923340
	Iteration 56Q: 3 clusters Score -2.512781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 279879 members 
Entering Unmasked Estep 
Score: -25127820.000000 Penalty: 4076.923340
	Iteration 57Q: 3 clusters Score -2.512782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 279879 members 
Entering Unmasked Estep 
Score: -25127822.000000 Penalty: 4076.923340
	Iteration 58Q: 3 clusters Score -2.512782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 279880 members 
Entering Unmasked Estep 
Score: -25127802.000000 Penalty: 4076.923340
	Iteration 59Q: 3 clusters Score -2.51278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 279881 members 
Entering Unmasked Estep 
Score: -25127806.000000 Penalty: 4076.923340
	Iteration 60F: 3 clusters Score -2.512781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 279883 members 
Entering Unmasked Estep 
Score: -25127810.000000 Penalty: 4076.923340
	Iteration 61Q: 3 clusters Score -2.512781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 279883 members 
Entering Unmasked Estep 
Score: -25127806.000000 Penalty: 4076.923340
	Iteration 62Q: 3 clusters Score -2.512781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 279883 members 
Entering Unmasked Estep 
Score: -25127806.000000 Penalty: 4076.923340
	Iteration 63F: 3 clusters Score -2.512781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Entering Unmasked Estep 
Score: -668025.625000 Penalty: 1452.105713
	Iteration 0F: 2 clusters Score -668025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -662365.937500 Penalty: 2904.211426
	Iteration 0F: 3 clusters Score -662365.9 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -664148.187500 Penalty: 2904.211426
	Iteration 1F: 3 clusters Score -664148.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -664455.437500 Penalty: 2904.211426
	Iteration 2F: 3 clusters Score -664455.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -664743.875000 Penalty: 2904.211426
	Iteration 3F: 3 clusters Score -664743.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -664987.750000 Penalty: 2904.211426
	Iteration 4F: 3 clusters Score -664987.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -665250.062500 Penalty: 2904.211426
	Iteration 5F: 3 clusters Score -665250.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -665519.812500 Penalty: 2904.211426
	Iteration 6F: 3 clusters Score -665519.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -665848.250000 Penalty: 2904.211426
	Iteration 7Q: 3 clusters Score -665848.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -666198.187500 Penalty: 2904.211426
	Iteration 8F: 3 clusters Score -666198.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -666536.937500 Penalty: 2904.211426
	Iteration 9Q: 3 clusters Score -666536.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -666737.937500 Penalty: 2904.211426
	Iteration 10Q: 3 clusters Score -666737.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -666848.250000 Penalty: 2904.211426
	Iteration 11Q: 3 clusters Score -666848.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -666909.375000 Penalty: 2904.211426
	Iteration 12Q: 3 clusters Score -666909.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -666950.500000 Penalty: 2904.211426
	Iteration 13Q: 3 clusters Score -666950.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -666976.437500 Penalty: 2904.211426
	Iteration 14Q: 3 clusters Score -666976.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -666996.937500 Penalty: 2904.211426
	Iteration 15Q: 3 clusters Score -666996.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -667003.750000 Penalty: 2904.211426
	Iteration 16Q: 3 clusters Score -667003.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -667009.562500 Penalty: 2904.211426
	Iteration 17Q: 3 clusters Score -667009.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -667012.562500 Penalty: 2904.211426
	Iteration 18Q: 3 clusters Score -667012.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -667016.375000 Penalty: 2904.211426
	Iteration 19Q: 3 clusters Score -667016.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -667018.125000 Penalty: 2904.211426
	Iteration 20F: 3 clusters Score -667018.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -667020.875000 Penalty: 2904.211426
	Iteration 21Q: 3 clusters Score -667020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -667023.937500 Penalty: 2904.211426
	Iteration 22Q: 3 clusters Score -667023.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -667024.625000 Penalty: 2904.211426
	Iteration 23Q: 3 clusters Score -667024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -667025.500000 Penalty: 2904.211426
	Iteration 24Q: 3 clusters Score -667025.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -667027.562500 Penalty: 2904.211426
	Iteration 25Q: 3 clusters Score -667027.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -667029.375000 Penalty: 2904.211426
	Iteration 26Q: 3 clusters Score -667029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -667029.062500 Penalty: 2904.211426
	Iteration 27Q: 3 clusters Score -667029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -667030.500000 Penalty: 2904.211426
	Iteration 28Q: 3 clusters Score -667030.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -667031.812500 Penalty: 2904.211426
	Iteration 29Q: 3 clusters Score -667031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -667032.875000 Penalty: 2904.211426
	Iteration 30Q: 3 clusters Score -667032.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -667034.062500 Penalty: 2904.211426
	Iteration 31Q: 3 clusters Score -667034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -667034.062500 Penalty: 2904.211426
	Iteration 32Q: 3 clusters Score -667034.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -667036.375000 Penalty: 2904.211426
	Iteration 33Q: 3 clusters Score -667036.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -667038.312500 Penalty: 2904.211426
	Iteration 34Q: 3 clusters Score -667038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -667041.437500 Penalty: 2904.211426
	Iteration 35Q: 3 clusters Score -667041.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -667042.250000 Penalty: 2904.211426
	Iteration 36Q: 3 clusters Score -667042.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -667044.125000 Penalty: 2904.211426
	Iteration 37Q: 3 clusters Score -667044.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -667045.937500 Penalty: 2904.211426
	Iteration 38Q: 3 clusters Score -667045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -667046.437500 Penalty: 2904.211426
	Iteration 39Q: 3 clusters Score -667046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -667046.375000 Penalty: 2904.211426
	Iteration 40F: 3 clusters Score -667046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -667047.875000 Penalty: 2904.211426
	Iteration 41Q: 3 clusters Score -667047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -667047.000000 Penalty: 2904.211426
	Iteration 42Q: 3 clusters Score -667047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -667047.062500 Penalty: 2904.211426
	Iteration 43Q: 3 clusters Score -667047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -667048.125000 Penalty: 2904.211426
	Iteration 44Q: 3 clusters Score -667048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -667050.500000 Penalty: 2904.211426
	Iteration 45Q: 3 clusters Score -667050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -667050.125000 Penalty: 2904.211426
	Iteration 46Q: 3 clusters Score -667050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -667048.250000 Penalty: 2904.211426
	Iteration 47Q: 3 clusters Score -667048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -667050.000000 Penalty: 2904.211426
	Iteration 48Q: 3 clusters Score -667050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -667050.750000 Penalty: 2904.211426
	Iteration 49Q: 3 clusters Score -667050.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -667053.375000 Penalty: 2904.211426
	Iteration 50Q: 3 clusters Score -667053.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -667054.875000 Penalty: 2904.211426
	Iteration 51Q: 3 clusters Score -667054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -667054.125000 Penalty: 2904.211426
	Iteration 52Q: 3 clusters Score -667054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -667056.937500 Penalty: 2904.211426
	Iteration 53Q: 3 clusters Score -667056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -667058.375000 Penalty: 2904.211426
	Iteration 54Q: 3 clusters Score -667058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -667058.375000 Penalty: 2904.211426
	Iteration 55Q: 3 clusters Score -667058.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -667057.937500 Penalty: 2904.211426
	Iteration 56Q: 3 clusters Score -667057.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -667058.875000 Penalty: 2904.211426
	Iteration 57Q: 3 clusters Score -667058.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -667058.875000 Penalty: 2904.211426
	Iteration 58F: 3 clusters Score -667058.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -171668.484375 Penalty: 1239.159180
	Iteration 0F: 2 clusters Score -171668.5 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 1061 members 
Entering Unmasked Estep 
Score: -169569.031250 Penalty: 2478.318359
	Iteration 0F: 3 clusters Score -169569 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -170009.015625 Penalty: 2478.318359
	Iteration 1F: 3 clusters Score -170009 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -170109.437500 Penalty: 2478.318359
	Iteration 2F: 3 clusters Score -170109.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -170181.500000 Penalty: 2478.318359
	Iteration 3Q: 3 clusters Score -170181.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -170237.500000 Penalty: 2478.318359
	Iteration 4Q: 3 clusters Score -170237.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170291.828125 Penalty: 2478.318359
	Iteration 5Q: 3 clusters Score -170291.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -170354.656250 Penalty: 2478.318359
	Iteration 6Q: 3 clusters Score -170354.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -170416.156250 Penalty: 2478.318359
	Iteration 7Q: 3 clusters Score -170416.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -170488.734375 Penalty: 2478.318359
	Iteration 8Q: 3 clusters Score -170488.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -170569.125000 Penalty: 2478.318359
	Iteration 9Q: 3 clusters Score -170569.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -170657.421875 Penalty: 2478.318359
	Iteration 10Q: 3 clusters Score -170657.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -170725.921875 Penalty: 2478.318359
	Iteration 11Q: 3 clusters Score -170725.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -170792.328125 Penalty: 2478.318359
	Iteration 12Q: 3 clusters Score -170792.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -170863.000000 Penalty: 2478.318359
	Iteration 13Q: 3 clusters Score -170863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -170909.906250 Penalty: 2478.318359
	Iteration 14Q: 3 clusters Score -170909.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -170940.437500 Penalty: 2478.318359
	Iteration 15Q: 3 clusters Score -170940.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -170953.718750 Penalty: 2478.318359
	Iteration 16Q: 3 clusters Score -170953.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -170961.750000 Penalty: 2478.318359
	Iteration 17Q: 3 clusters Score -170961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -170969.406250 Penalty: 2478.318359
	Iteration 18Q: 3 clusters Score -170969.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -170976.515625 Penalty: 2478.318359
	Iteration 19Q: 3 clusters Score -170976.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -170982.609375 Penalty: 2478.318359
	Iteration 20F: 3 clusters Score -170982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -170986.218750 Penalty: 2478.318359
	Iteration 21Q: 3 clusters Score -170986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -170987.968750 Penalty: 2478.318359
	Iteration 22Q: 3 clusters Score -170988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -170988.968750 Penalty: 2478.318359
	Iteration 23Q: 3 clusters Score -170989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -170990.187500 Penalty: 2478.318359
	Iteration 24Q: 3 clusters Score -170990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -170991.015625 Penalty: 2478.318359
	Iteration 25Q: 3 clusters Score -170991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -170991.328125 Penalty: 2478.318359
	Iteration 26Q: 3 clusters Score -170991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -170991.328125 Penalty: 2478.318359
	Iteration 27F: 3 clusters Score -170991.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Entering Unmasked Estep 
Score: -6088329.500000 Penalty: 1811.791260
	Iteration 0F: 2 clusters Score -6088330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -6041803.500000 Penalty: 3623.582520
	Iteration 0F: 3 clusters Score -6041804 nChanged 32774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -6061053.000000 Penalty: 3623.582520
	Iteration 1F: 3 clusters Score -6061053 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -6062196.000000 Penalty: 3623.582520
	Iteration 2Q: 3 clusters Score -6062196 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -6064038.000000 Penalty: 3623.582520
	Iteration 3F: 3 clusters Score -6064038 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -6067148.500000 Penalty: 3623.582520
	Iteration 4F: 3 clusters Score -6067148 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -6071885.000000 Penalty: 3623.582520
	Iteration 5F: 3 clusters Score -6071885 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -6077531.000000 Penalty: 3623.582520
	Iteration 6F: 3 clusters Score -6077531 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -6082305.500000 Penalty: 3623.582520
	Iteration 7F: 3 clusters Score -6082306 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -6085017.000000 Penalty: 3623.582520
	Iteration 8Q: 3 clusters Score -6085017 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -6086121.500000 Penalty: 3623.582520
	Iteration 9Q: 3 clusters Score -6086122 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -6086485.500000 Penalty: 3623.582520
	Iteration 10Q: 3 clusters Score -6086486 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -6086584.000000 Penalty: 3623.582520
	Iteration 11Q: 3 clusters Score -6086584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -6086641.500000 Penalty: 3623.582520
	Iteration 12Q: 3 clusters Score -6086642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 69289 members 
Entering Unmasked Estep 
Score: -6086680.000000 Penalty: 3623.582520
	Iteration 13Q: 3 clusters Score -6086680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -6086728.500000 Penalty: 3623.582520
	Iteration 14Q: 3 clusters Score -6086728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -6086749.000000 Penalty: 3623.582520
	Iteration 15Q: 3 clusters Score -6086749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -6086761.000000 Penalty: 3623.582520
	Iteration 16Q: 3 clusters Score -6086761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -6086766.000000 Penalty: 3623.582520
	Iteration 17Q: 3 clusters Score -6086766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -6086767.000000 Penalty: 3623.582520
	Iteration 18Q: 3 clusters Score -6086767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -6086762.000000 Penalty: 3623.582520
	Iteration 19Q: 3 clusters Score -6086762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -6086762.000000 Penalty: 3623.582520
	Iteration 20F: 3 clusters Score -6086762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -6086773.500000 Penalty: 3623.582520
	Iteration 21Q: 3 clusters Score -6086774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -6086780.000000 Penalty: 3623.582520
	Iteration 22Q: 3 clusters Score -6086780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -6086783.500000 Penalty: 3623.582520
	Iteration 23Q: 3 clusters Score -6086784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -6086787.500000 Penalty: 3623.582520
	Iteration 24Q: 3 clusters Score -6086788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -6086789.000000 Penalty: 3623.582520
	Iteration 25Q: 3 clusters Score -6086789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -6086785.500000 Penalty: 3623.582520
	Iteration 26Q: 3 clusters Score -6086786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -6086785.500000 Penalty: 3623.582520
	Iteration 27F: 3 clusters Score -6086786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -346118.000000 Penalty: 1345.079468
	Iteration 0F: 2 clusters Score -346118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -342787.187500 Penalty: 2690.158936
	Iteration 0F: 3 clusters Score -342787.2 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -343643.031250 Penalty: 2690.158936
	Iteration 1F: 3 clusters Score -343643 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -343852.031250 Penalty: 2690.158936
	Iteration 2F: 3 clusters Score -343852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -344022.187500 Penalty: 2690.158936
	Iteration 3F: 3 clusters Score -344022.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -344146.500000 Penalty: 2690.158936
	Iteration 4F: 3 clusters Score -344146.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -344247.281250 Penalty: 2690.158936
	Iteration 5Q: 3 clusters Score -344247.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -344351.937500 Penalty: 2690.158936
	Iteration 6Q: 3 clusters Score -344351.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -344460.312500 Penalty: 2690.158936
	Iteration 7Q: 3 clusters Score -344460.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -344551.218750 Penalty: 2690.158936
	Iteration 8Q: 3 clusters Score -344551.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -344649.218750 Penalty: 2690.158936
	Iteration 9Q: 3 clusters Score -344649.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -344744.375000 Penalty: 2690.158936
	Iteration 10Q: 3 clusters Score -344744.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -344858.375000 Penalty: 2690.158936
	Iteration 11Q: 3 clusters Score -344858.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -344970.843750 Penalty: 2690.158936
	Iteration 12Q: 3 clusters Score -344970.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -345068.593750 Penalty: 2690.158936
	Iteration 13Q: 3 clusters Score -345068.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -345140.031250 Penalty: 2690.158936
	Iteration 14Q: 3 clusters Score -345140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -345188.218750 Penalty: 2690.158936
	Iteration 15Q: 3 clusters Score -345188.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -345218.937500 Penalty: 2690.158936
	Iteration 16Q: 3 clusters Score -345218.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -345246.500000 Penalty: 2690.158936
	Iteration 17Q: 3 clusters Score -345246.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -345269.500000 Penalty: 2690.158936
	Iteration 18Q: 3 clusters Score -345269.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -345290.937500 Penalty: 2690.158936
	Iteration 19Q: 3 clusters Score -345290.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -345311.250000 Penalty: 2690.158936
	Iteration 20F: 3 clusters Score -345311.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -345329.750000 Penalty: 2690.158936
	Iteration 21Q: 3 clusters Score -345329.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -345347.437500 Penalty: 2690.158936
	Iteration 22Q: 3 clusters Score -345347.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -345366.437500 Penalty: 2690.158936
	Iteration 23Q: 3 clusters Score -345366.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -345387.187500 Penalty: 2690.158936
	Iteration 24Q: 3 clusters Score -345387.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -345399.500000 Penalty: 2690.158936
	Iteration 25Q: 3 clusters Score -345399.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -345408.375000 Penalty: 2690.158936
	Iteration 26Q: 3 clusters Score -345408.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -345414.750000 Penalty: 2690.158936
	Iteration 27Q: 3 clusters Score -345414.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -345419.843750 Penalty: 2690.158936
	Iteration 28Q: 3 clusters Score -345419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -345424.156250 Penalty: 2690.158936
	Iteration 29Q: 3 clusters Score -345424.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -345428.656250 Penalty: 2690.158936
	Iteration 30Q: 3 clusters Score -345428.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -345436.125000 Penalty: 2690.158936
	Iteration 31Q: 3 clusters Score -345436.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -345446.843750 Penalty: 2690.158936
	Iteration 32Q: 3 clusters Score -345446.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -345459.625000 Penalty: 2690.158936
	Iteration 33Q: 3 clusters Score -345459.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -345470.875000 Penalty: 2690.158936
	Iteration 34Q: 3 clusters Score -345470.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -345481.625000 Penalty: 2690.158936
	Iteration 35Q: 3 clusters Score -345481.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -345495.156250 Penalty: 2690.158936
	Iteration 36Q: 3 clusters Score -345495.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -345506.500000 Penalty: 2690.158936
	Iteration 37Q: 3 clusters Score -345506.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -345524.437500 Penalty: 2690.158936
	Iteration 38Q: 3 clusters Score -345524.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -345549.250000 Penalty: 2690.158936
	Iteration 39Q: 3 clusters Score -345549.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -345592.093750 Penalty: 2690.158936
	Iteration 40F: 3 clusters Score -345592.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -345632.156250 Penalty: 2690.158936
	Iteration 41Q: 3 clusters Score -345632.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -345666.875000 Penalty: 2690.158936
	Iteration 42Q: 3 clusters Score -345666.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -345689.468750 Penalty: 2690.158936
	Iteration 43Q: 3 clusters Score -345689.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -345699.625000 Penalty: 2690.158936
	Iteration 44Q: 3 clusters Score -345699.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -345706.281250 Penalty: 2690.158936
	Iteration 45Q: 3 clusters Score -345706.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -345711.687500 Penalty: 2690.158936
	Iteration 46Q: 3 clusters Score -345711.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -345716.406250 Penalty: 2690.158936
	Iteration 47Q: 3 clusters Score -345716.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -345720.781250 Penalty: 2690.158936
	Iteration 48Q: 3 clusters Score -345720.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -345721.937500 Penalty: 2690.158936
	Iteration 49Q: 3 clusters Score -345721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -345722.375000 Penalty: 2690.158936
	Iteration 50Q: 3 clusters Score -345722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -345722.468750 Penalty: 2690.158936
	Iteration 51Q: 3 clusters Score -345722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -345724.093750 Penalty: 2690.158936
	Iteration 52Q: 3 clusters Score -345724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -345725.187500 Penalty: 2690.158936
	Iteration 53Q: 3 clusters Score -345725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -345726.125000 Penalty: 2690.158936
	Iteration 54Q: 3 clusters Score -345726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -345726.125000 Penalty: 2690.158936
	Iteration 55F: 3 clusters Score -345726.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -239856.578125 Penalty: 1285.172607
	Iteration 0F: 2 clusters Score -239856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -237236.375000 Penalty: 2570.345215
	Iteration 0F: 3 clusters Score -237236.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -237848.796875 Penalty: 2570.345215
	Iteration 1F: 3 clusters Score -237848.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -237985.250000 Penalty: 2570.345215
	Iteration 2F: 3 clusters Score -237985.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -238075.078125 Penalty: 2570.345215
	Iteration 3F: 3 clusters Score -238075.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -238130.203125 Penalty: 2570.345215
	Iteration 4Q: 3 clusters Score -238130.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -238182.031250 Penalty: 2570.345215
	Iteration 5Q: 3 clusters Score -238182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238214.109375 Penalty: 2570.345215
	Iteration 6Q: 3 clusters Score -238214.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238241.265625 Penalty: 2570.345215
	Iteration 7Q: 3 clusters Score -238241.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -238260.843750 Penalty: 2570.345215
	Iteration 8Q: 3 clusters Score -238260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -238280.046875 Penalty: 2570.345215
	Iteration 9Q: 3 clusters Score -238280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -238297.171875 Penalty: 2570.345215
	Iteration 10Q: 3 clusters Score -238297.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -238312.500000 Penalty: 2570.345215
	Iteration 11Q: 3 clusters Score -238312.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -238325.687500 Penalty: 2570.345215
	Iteration 12Q: 3 clusters Score -238325.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -238334.390625 Penalty: 2570.345215
	Iteration 13Q: 3 clusters Score -238334.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -238349.765625 Penalty: 2570.345215
	Iteration 14Q: 3 clusters Score -238349.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -238369.875000 Penalty: 2570.345215
	Iteration 15Q: 3 clusters Score -238369.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -238396.406250 Penalty: 2570.345215
	Iteration 16Q: 3 clusters Score -238396.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -238420.953125 Penalty: 2570.345215
	Iteration 17Q: 3 clusters Score -238421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -238445.531250 Penalty: 2570.345215
	Iteration 18Q: 3 clusters Score -238445.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -238471.187500 Penalty: 2570.345215
	Iteration 19Q: 3 clusters Score -238471.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -238495.203125 Penalty: 2570.345215
	Iteration 20F: 3 clusters Score -238495.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -238510.562500 Penalty: 2570.345215
	Iteration 21Q: 3 clusters Score -238510.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -238526.750000 Penalty: 2570.345215
	Iteration 22Q: 3 clusters Score -238526.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -238545.562500 Penalty: 2570.345215
	Iteration 23Q: 3 clusters Score -238545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -238560.156250 Penalty: 2570.345215
	Iteration 24Q: 3 clusters Score -238560.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -238582.765625 Penalty: 2570.345215
	Iteration 25Q: 3 clusters Score -238582.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -238600.046875 Penalty: 2570.345215
	Iteration 26Q: 3 clusters Score -238600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -238617.609375 Penalty: 2570.345215
	Iteration 27Q: 3 clusters Score -238617.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -238642.390625 Penalty: 2570.345215
	Iteration 28Q: 3 clusters Score -238642.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -238670.500000 Penalty: 2570.345215
	Iteration 29Q: 3 clusters Score -238670.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -238687.281250 Penalty: 2570.345215
	Iteration 30Q: 3 clusters Score -238687.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -238698.828125 Penalty: 2570.345215
	Iteration 31Q: 3 clusters Score -238698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -238707.109375 Penalty: 2570.345215
	Iteration 32Q: 3 clusters Score -238707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -238714.093750 Penalty: 2570.345215
	Iteration 33Q: 3 clusters Score -238714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -238719.812500 Penalty: 2570.345215
	Iteration 34Q: 3 clusters Score -238719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -238726.359375 Penalty: 2570.345215
	Iteration 35Q: 3 clusters Score -238726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -238729.875000 Penalty: 2570.345215
	Iteration 36Q: 3 clusters Score -238729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -238732.375000 Penalty: 2570.345215
	Iteration 37Q: 3 clusters Score -238732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -238733.718750 Penalty: 2570.345215
	Iteration 38Q: 3 clusters Score -238733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -238736.125000 Penalty: 2570.345215
	Iteration 39Q: 3 clusters Score -238736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -238738.000000 Penalty: 2570.345215
	Iteration 40F: 3 clusters Score -238738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -238738.640625 Penalty: 2570.345215
	Iteration 41Q: 3 clusters Score -238738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -238740.562500 Penalty: 2570.345215
	Iteration 42Q: 3 clusters Score -238740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -238742.343750 Penalty: 2570.345215
	Iteration 43Q: 3 clusters Score -238742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -238742.343750 Penalty: 2570.345215
	Iteration 44F: 3 clusters Score -238742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -681121.937500 Penalty: 1451.998779
	Iteration 0F: 2 clusters Score -681121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -675510.062500 Penalty: 2903.997559
	Iteration 0F: 3 clusters Score -675510.1 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -677241.937500 Penalty: 2903.997559
	Iteration 1F: 3 clusters Score -677241.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -677515.062500 Penalty: 2903.997559
	Iteration 2F: 3 clusters Score -677515.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -677761.375000 Penalty: 2903.997559
	Iteration 3F: 3 clusters Score -677761.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -677961.875000 Penalty: 2903.997559
	Iteration 4F: 3 clusters Score -677961.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -678177.812500 Penalty: 2903.997559
	Iteration 5Q: 3 clusters Score -678177.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -678401.375000 Penalty: 2903.997559
	Iteration 6Q: 3 clusters Score -678401.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -678658.500000 Penalty: 2903.997559
	Iteration 7Q: 3 clusters Score -678658.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -678905.875000 Penalty: 2903.997559
	Iteration 8Q: 3 clusters Score -678905.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -679104.187500 Penalty: 2903.997559
	Iteration 9Q: 3 clusters Score -679104.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -679255.062500 Penalty: 2903.997559
	Iteration 10Q: 3 clusters Score -679255.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -679351.750000 Penalty: 2903.997559
	Iteration 11Q: 3 clusters Score -679351.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -679402.937500 Penalty: 2903.997559
	Iteration 12Q: 3 clusters Score -679402.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -679433.375000 Penalty: 2903.997559
	Iteration 13Q: 3 clusters Score -679433.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -679463.562500 Penalty: 2903.997559
	Iteration 14Q: 3 clusters Score -679463.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -679498.625000 Penalty: 2903.997559
	Iteration 15Q: 3 clusters Score -679498.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -679529.625000 Penalty: 2903.997559
	Iteration 16Q: 3 clusters Score -679529.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -679560.687500 Penalty: 2903.997559
	Iteration 17Q: 3 clusters Score -679560.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -679584.187500 Penalty: 2903.997559
	Iteration 18Q: 3 clusters Score -679584.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -679601.000000 Penalty: 2903.997559
	Iteration 19Q: 3 clusters Score -679601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -679626.000000 Penalty: 2903.997559
	Iteration 20F: 3 clusters Score -679626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -679641.875000 Penalty: 2903.997559
	Iteration 21Q: 3 clusters Score -679641.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -679666.312500 Penalty: 2903.997559
	Iteration 22Q: 3 clusters Score -679666.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -679684.312500 Penalty: 2903.997559
	Iteration 23Q: 3 clusters Score -679684.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -679701.312500 Penalty: 2903.997559
	Iteration 24Q: 3 clusters Score -679701.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -679719.000000 Penalty: 2903.997559
	Iteration 25Q: 3 clusters Score -679719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -679734.750000 Penalty: 2903.997559
	Iteration 26Q: 3 clusters Score -679734.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -679752.500000 Penalty: 2903.997559
	Iteration 27Q: 3 clusters Score -679752.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -679770.937500 Penalty: 2903.997559
	Iteration 28Q: 3 clusters Score -679770.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -679780.125000 Penalty: 2903.997559
	Iteration 29Q: 3 clusters Score -679780.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -679787.625000 Penalty: 2903.997559
	Iteration 30Q: 3 clusters Score -679787.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -679791.375000 Penalty: 2903.997559
	Iteration 31Q: 3 clusters Score -679791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -679795.000000 Penalty: 2903.997559
	Iteration 32Q: 3 clusters Score -679795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -679796.937500 Penalty: 2903.997559
	Iteration 33Q: 3 clusters Score -679796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -679803.000000 Penalty: 2903.997559
	Iteration 34Q: 3 clusters Score -679803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -679804.187500 Penalty: 2903.997559
	Iteration 35Q: 3 clusters Score -679804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -679805.062500 Penalty: 2903.997559
	Iteration 36Q: 3 clusters Score -679805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -679805.437500 Penalty: 2903.997559
	Iteration 37Q: 3 clusters Score -679805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -679810.375000 Penalty: 2903.997559
	Iteration 38Q: 3 clusters Score -679810.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -679812.500000 Penalty: 2903.997559
	Iteration 39Q: 3 clusters Score -679812.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -679819.062500 Penalty: 2903.997559
	Iteration 40F: 3 clusters Score -679819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -679820.875000 Penalty: 2903.997559
	Iteration 41Q: 3 clusters Score -679820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -679824.500000 Penalty: 2903.997559
	Iteration 42Q: 3 clusters Score -679824.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -679830.000000 Penalty: 2903.997559
	Iteration 43Q: 3 clusters Score -679830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -679831.062500 Penalty: 2903.997559
	Iteration 44Q: 3 clusters Score -679831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -679832.687500 Penalty: 2903.997559
	Iteration 45Q: 3 clusters Score -679832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -679834.375000 Penalty: 2903.997559
	Iteration 46Q: 3 clusters Score -679834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -679835.125000 Penalty: 2903.997559
	Iteration 47Q: 3 clusters Score -679835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -679836.062500 Penalty: 2903.997559
	Iteration 48Q: 3 clusters Score -679836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -679836.625000 Penalty: 2903.997559
	Iteration 49Q: 3 clusters Score -679836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -679838.187500 Penalty: 2903.997559
	Iteration 50Q: 3 clusters Score -679838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -679839.812500 Penalty: 2903.997559
	Iteration 51Q: 3 clusters Score -679839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -679840.750000 Penalty: 2903.997559
	Iteration 52Q: 3 clusters Score -679840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -679841.375000 Penalty: 2903.997559
	Iteration 53Q: 3 clusters Score -679841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -679843.625000 Penalty: 2903.997559
	Iteration 54Q: 3 clusters Score -679843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -679845.875000 Penalty: 2903.997559
	Iteration 55Q: 3 clusters Score -679845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -679845.937500 Penalty: 2903.997559
	Iteration 56Q: 3 clusters Score -679845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -679847.312500 Penalty: 2903.997559
	Iteration 57Q: 3 clusters Score -679847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -679849.000000 Penalty: 2903.997559
	Iteration 58Q: 3 clusters Score -679849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -679848.500000 Penalty: 2903.997559
	Iteration 59Q: 3 clusters Score -679848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -679848.312500 Penalty: 2903.997559
	Iteration 60F: 3 clusters Score -679848.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -679848.750000 Penalty: 2903.997559
	Iteration 61Q: 3 clusters Score -679848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -679848.125000 Penalty: 2903.997559
	Iteration 62Q: 3 clusters Score -679848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -679849.750000 Penalty: 2903.997559
	Iteration 63Q: 3 clusters Score -679849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -679850.187500 Penalty: 2903.997559
	Iteration 64Q: 3 clusters Score -679850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -679851.000000 Penalty: 2903.997559
	Iteration 65Q: 3 clusters Score -679851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -679851.625000 Penalty: 2903.997559
	Iteration 66Q: 3 clusters Score -679851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -679851.625000 Penalty: 2903.997559
	Iteration 67F: 3 clusters Score -679851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 22868 members 
Mstep: Class 7 contains 70218 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280514 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69528 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 199Q: 18 clusters Score -4.569594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7150 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 22868 members 
Mstep: Class 7 contains 70215 members 
Mstep: Class 8 contains 17085 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280525 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69527 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695964.000000 Penalty: 36385.617188
Iteration 200F: 18 clusters Score -4.569596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7143 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22869 members 
Mstep: Class 7 contains 70215 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280532 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69526 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695968.000000 Penalty: 36385.617188
Iteration 201Q: 18 clusters Score -4.569597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7134 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70214 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280545 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69522 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695952.000000 Penalty: 36385.617188
Iteration 202Q: 18 clusters Score -4.569595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7132 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70212 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280552 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69519 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695952.000000 Penalty: 36385.617188
Iteration 203Q: 18 clusters Score -4.569595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7128 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70211 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280557 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69519 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695940.000000 Penalty: 36385.617188
Iteration 204Q: 18 clusters Score -4.569594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70210 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280562 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69520 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695924.000000 Penalty: 36385.617188
Iteration 205Q: 18 clusters Score -4.569592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70209 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280569 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69520 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695932.000000 Penalty: 36385.617188
Iteration 206Q: 18 clusters Score -4.569593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7119 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70208 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280569 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69520 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695928.000000 Penalty: 36385.617188
Iteration 207Q: 18 clusters Score -4.569593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7461 members 
Mstep: Class 3 contains 12190 members 
Mstep: Class 4 contains 7119 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 70208 members 
Mstep: Class 8 contains 17084 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 280569 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 69520 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695928.000000 Penalty: 36385.617188
Iteration 208F: 18 clusters Score -4.569593e+07 nChanged 0
Entering ConstructFrom: 
Score: -45695928.000000 Penalty: 36385.617188
Entering ConstructFrom: 
Trying to split cluster 1 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130683.679688 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130683.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -128851.382812 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128851.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -129299.046875 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129299 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -129525.601562 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129525.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129660.421875 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129660.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -129738.242188 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -129738.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -129787.851562 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129787.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -129849.882812 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129849.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -129905.687500 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129905.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -129954.632812 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -129954.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -129997.210938 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -129997.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -130032.609375 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -130032.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -130050.578125 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -130050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -130071.914062 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -130071.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -130089.984375 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -130090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -130099.367188 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -130099.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -130108.625000 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -130108.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -130116.968750 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -130117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -130121.500000 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -130121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -130123.664062 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -130123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -130127.007812 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -130127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -130129.023438 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -130129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -666777.437500 Penalty: 1449.084839
	Iteration 0F: 2 clusters Score -666777.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -661242.812500 Penalty: 2898.169678
	Iteration 0F: 3 clusters Score -661242.8 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -662981.812500 Penalty: 2898.169678
	Iteration 1F: 3 clusters Score -662981.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -663154.062500 Penalty: 2898.169678
	Iteration 2F: 3 clusters Score -663154.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -663288.750000 Penalty: 2898.169678
	Iteration 3Q: 3 clusters Score -663288.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -663396.687500 Penalty: 2898.169678
	Iteration 4Q: 3 clusters Score -663396.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -663507.562500 Penalty: 2898.169678
	Iteration 5Q: 3 clusters Score -663507.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -663619.500000 Penalty: 2898.169678
	Iteration 6Q: 3 clusters Score -663619.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -663743.875000 Penalty: 2898.169678
	Iteration 7Q: 3 clusters Score -663743.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -663860.750000 Penalty: 2898.169678
	Iteration 8Q: 3 clusters Score -663860.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -664011.500000 Penalty: 2898.169678
	Iteration 9Q: 3 clusters Score -664011.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -664220.687500 Penalty: 2898.169678
	Iteration 10Q: 3 clusters Score -664220.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -664460.875000 Penalty: 2898.169678
	Iteration 11Q: 3 clusters Score -664460.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -664662.875000 Penalty: 2898.169678
	Iteration 12Q: 3 clusters Score -664662.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -664838.937500 Penalty: 2898.169678
	Iteration 13Q: 3 clusters Score -664838.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -664970.500000 Penalty: 2898.169678
	Iteration 14Q: 3 clusters Score -664970.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -665090.500000 Penalty: 2898.169678
	Iteration 15Q: 3 clusters Score -665090.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -665197.562500 Penalty: 2898.169678
	Iteration 16Q: 3 clusters Score -665197.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -665308.750000 Penalty: 2898.169678
	Iteration 17Q: 3 clusters Score -665308.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -665411.812500 Penalty: 2898.169678
	Iteration 18Q: 3 clusters Score -665411.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -665515.187500 Penalty: 2898.169678
	Iteration 19Q: 3 clusters Score -665515.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -665628.437500 Penalty: 2898.169678
	Iteration 20F: 3 clusters Score -665628.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -665750.000000 Penalty: 2898.169678
	Iteration 21Q: 3 clusters Score -665750 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -665875.250000 Penalty: 2898.169678
	Iteration 22Q: 3 clusters Score -665875.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -666023.562500 Penalty: 2898.169678
	Iteration 23Q: 3 clusters Score -666023.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -666164.750000 Penalty: 2898.169678
	Iteration 24Q: 3 clusters Score -666164.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -666300.375000 Penalty: 2898.169678
	Iteration 25Q: 3 clusters Score -666300.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -666414.062500 Penalty: 2898.169678
	Iteration 26Q: 3 clusters Score -666414.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -666491.125000 Penalty: 2898.169678
	Iteration 27Q: 3 clusters Score -666491.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -666567.062500 Penalty: 2898.169678
	Iteration 28Q: 3 clusters Score -666567.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -666616.000000 Penalty: 2898.169678
	Iteration 29Q: 3 clusters Score -666616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -666639.687500 Penalty: 2898.169678
	Iteration 30Q: 3 clusters Score -666639.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -666660.000000 Penalty: 2898.169678
	Iteration 31Q: 3 clusters Score -666660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -666675.687500 Penalty: 2898.169678
	Iteration 32Q: 3 clusters Score -666675.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -666690.500000 Penalty: 2898.169678
	Iteration 33Q: 3 clusters Score -666690.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -666709.125000 Penalty: 2898.169678
	Iteration 34Q: 3 clusters Score -666709.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -666719.125000 Penalty: 2898.169678
	Iteration 35Q: 3 clusters Score -666719.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -666724.750000 Penalty: 2898.169678
	Iteration 36Q: 3 clusters Score -666724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -666728.500000 Penalty: 2898.169678
	Iteration 37Q: 3 clusters Score -666728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -666730.250000 Penalty: 2898.169678
	Iteration 38Q: 3 clusters Score -666730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -666732.062500 Penalty: 2898.169678
	Iteration 39Q: 3 clusters Score -666732.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -666734.062500 Penalty: 2898.169678
	Iteration 40F: 3 clusters Score -666734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -666734.125000 Penalty: 2898.169678
	Iteration 41Q: 3 clusters Score -666734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -666734.812500 Penalty: 2898.169678
	Iteration 42Q: 3 clusters Score -666734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -666736.812500 Penalty: 2898.169678
	Iteration 43Q: 3 clusters Score -666736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -666738.125000 Penalty: 2898.169678
	Iteration 44Q: 3 clusters Score -666738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -666738.250000 Penalty: 2898.169678
	Iteration 45Q: 3 clusters Score -666738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -666737.187500 Penalty: 2898.169678
	Iteration 46Q: 3 clusters Score -666737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -666739.187500 Penalty: 2898.169678
	Iteration 47Q: 3 clusters Score -666739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -666738.375000 Penalty: 2898.169678
	Iteration 48Q: 3 clusters Score -666738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -666738.375000 Penalty: 2898.169678
	Iteration 49F: 3 clusters Score -666738.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1083916.000000 Penalty: 1528.860229
	Iteration 0F: 2 clusters Score -1083916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1075420.375000 Penalty: 3057.720459
	Iteration 0F: 3 clusters Score -1075420 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1078117.875000 Penalty: 3057.720459
	Iteration 1F: 3 clusters Score -1078118 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1078346.500000 Penalty: 3057.720459
	Iteration 2Q: 3 clusters Score -1078346 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1078580.375000 Penalty: 3057.720459
	Iteration 3Q: 3 clusters Score -1078580 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1078825.500000 Penalty: 3057.720459
	Iteration 4Q: 3 clusters Score -1078826 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1079124.750000 Penalty: 3057.720459
	Iteration 5Q: 3 clusters Score -1079125 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1079533.750000 Penalty: 3057.720459
	Iteration 6F: 3 clusters Score -1079534 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1080066.000000 Penalty: 3057.720459
	Iteration 7F: 3 clusters Score -1080066 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1080699.875000 Penalty: 3057.720459
	Iteration 8F: 3 clusters Score -1080700 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1081268.250000 Penalty: 3057.720459
	Iteration 9F: 3 clusters Score -1081268 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1081740.125000 Penalty: 3057.720459
	Iteration 10Q: 3 clusters Score -1081740 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1082054.750000 Penalty: 3057.720459
	Iteration 11Q: 3 clusters Score -1082055 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1082243.875000 Penalty: 3057.720459
	Iteration 12Q: 3 clusters Score -1082244 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1082378.875000 Penalty: 3057.720459
	Iteration 13Q: 3 clusters Score -1082379 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1082464.000000 Penalty: 3057.720459
	Iteration 14Q: 3 clusters Score -1082464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1082513.000000 Penalty: 3057.720459
	Iteration 15Q: 3 clusters Score -1082513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1082543.375000 Penalty: 3057.720459
	Iteration 16Q: 3 clusters Score -1082543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1082552.250000 Penalty: 3057.720459
	Iteration 17Q: 3 clusters Score -1082552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1082558.500000 Penalty: 3057.720459
	Iteration 18Q: 3 clusters Score -1082558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1082564.250000 Penalty: 3057.720459
	Iteration 19Q: 3 clusters Score -1082564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1082566.625000 Penalty: 3057.720459
	Iteration 20F: 3 clusters Score -1082567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1082571.625000 Penalty: 3057.720459
	Iteration 21Q: 3 clusters Score -1082572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1082571.625000 Penalty: 3057.720459
	Iteration 22F: 3 clusters Score -1082572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Entering Unmasked Estep 
Score: -644342.062500 Penalty: 1441.459961
	Iteration 0F: 2 clusters Score -644342.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -639022.875000 Penalty: 2882.919922
	Iteration 0F: 3 clusters Score -639022.9 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -640571.562500 Penalty: 2882.919922
	Iteration 1F: 3 clusters Score -640571.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -640887.062500 Penalty: 2882.919922
	Iteration 2F: 3 clusters Score -640887.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -641158.750000 Penalty: 2882.919922
	Iteration 3F: 3 clusters Score -641158.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -641450.500000 Penalty: 2882.919922
	Iteration 4F: 3 clusters Score -641450.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -641737.437500 Penalty: 2882.919922
	Iteration 5F: 3 clusters Score -641737.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -641996.187500 Penalty: 2882.919922
	Iteration 6Q: 3 clusters Score -641996.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -642218.125000 Penalty: 2882.919922
	Iteration 7Q: 3 clusters Score -642218.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -642401.750000 Penalty: 2882.919922
	Iteration 8Q: 3 clusters Score -642401.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -642535.562500 Penalty: 2882.919922
	Iteration 9Q: 3 clusters Score -642535.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -642617.187500 Penalty: 2882.919922
	Iteration 10Q: 3 clusters Score -642617.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -642672.437500 Penalty: 2882.919922
	Iteration 11Q: 3 clusters Score -642672.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -642703.375000 Penalty: 2882.919922
	Iteration 12Q: 3 clusters Score -642703.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -642720.250000 Penalty: 2882.919922
	Iteration 13Q: 3 clusters Score -642720.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -642733.750000 Penalty: 2882.919922
	Iteration 14Q: 3 clusters Score -642733.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -642748.687500 Penalty: 2882.919922
	Iteration 15Q: 3 clusters Score -642748.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -642760.250000 Penalty: 2882.919922
	Iteration 16Q: 3 clusters Score -642760.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -642770.187500 Penalty: 2882.919922
	Iteration 17Q: 3 clusters Score -642770.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -642774.437500 Penalty: 2882.919922
	Iteration 18Q: 3 clusters Score -642774.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -642776.312500 Penalty: 2882.919922
	Iteration 19Q: 3 clusters Score -642776.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -642779.875000 Penalty: 2882.919922
	Iteration 20F: 3 clusters Score -642779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -642782.250000 Penalty: 2882.919922
	Iteration 21Q: 3 clusters Score -642782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -642781.062500 Penalty: 2882.919922
	Iteration 22Q: 3 clusters Score -642781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -642783.562500 Penalty: 2882.919922
	Iteration 23Q: 3 clusters Score -642783.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -642784.187500 Penalty: 2882.919922
	Iteration 24Q: 3 clusters Score -642784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -642783.375000 Penalty: 2882.919922
	Iteration 25Q: 3 clusters Score -642783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -642784.187500 Penalty: 2882.919922
	Iteration 26Q: 3 clusters Score -642784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -642786.062500 Penalty: 2882.919922
	Iteration 27Q: 3 clusters Score -642786.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -642785.687500 Penalty: 2882.919922
	Iteration 28Q: 3 clusters Score -642785.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -642786.750000 Penalty: 2882.919922
	Iteration 29Q: 3 clusters Score -642786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -642789.500000 Penalty: 2882.919922
	Iteration 30Q: 3 clusters Score -642789.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -642789.437500 Penalty: 2882.919922
	Iteration 31Q: 3 clusters Score -642789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -642790.562500 Penalty: 2882.919922
	Iteration 32Q: 3 clusters Score -642790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -642790.125000 Penalty: 2882.919922
	Iteration 33Q: 3 clusters Score -642790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -642790.812500 Penalty: 2882.919922
	Iteration 34Q: 3 clusters Score -642790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -642790.500000 Penalty: 2882.919922
	Iteration 35Q: 3 clusters Score -642790.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -642790.500000 Penalty: 2882.919922
	Iteration 36F: 3 clusters Score -642790.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Entering Unmasked Estep 
Score: -790615.750000 Penalty: 1475.296875
	Iteration 0F: 2 clusters Score -790615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -784227.937500 Penalty: 2950.593750
	Iteration 0F: 3 clusters Score -784227.9 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -786233.250000 Penalty: 2950.593750
	Iteration 1F: 3 clusters Score -786233.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -786422.937500 Penalty: 2950.593750
	Iteration 2F: 3 clusters Score -786422.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -786554.312500 Penalty: 2950.593750
	Iteration 3Q: 3 clusters Score -786554.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -786660.937500 Penalty: 2950.593750
	Iteration 4Q: 3 clusters Score -786660.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -786742.062500 Penalty: 2950.593750
	Iteration 5Q: 3 clusters Score -786742.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -786815.812500 Penalty: 2950.593750
	Iteration 6Q: 3 clusters Score -786815.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -786879.062500 Penalty: 2950.593750
	Iteration 7Q: 3 clusters Score -786879.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -786936.937500 Penalty: 2950.593750
	Iteration 8Q: 3 clusters Score -786936.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -787003.375000 Penalty: 2950.593750
	Iteration 9Q: 3 clusters Score -787003.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -787095.750000 Penalty: 2950.593750
	Iteration 10Q: 3 clusters Score -787095.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -787205.312500 Penalty: 2950.593750
	Iteration 11Q: 3 clusters Score -787205.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -787336.875000 Penalty: 2950.593750
	Iteration 12Q: 3 clusters Score -787336.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -787541.875000 Penalty: 2950.593750
	Iteration 13Q: 3 clusters Score -787541.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -787799.187500 Penalty: 2950.593750
	Iteration 14Q: 3 clusters Score -787799.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -788103.000000 Penalty: 2950.593750
	Iteration 15Q: 3 clusters Score -788103 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -788414.437500 Penalty: 2950.593750
	Iteration 16Q: 3 clusters Score -788414.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -788699.000000 Penalty: 2950.593750
	Iteration 17Q: 3 clusters Score -788699 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -788906.562500 Penalty: 2950.593750
	Iteration 18Q: 3 clusters Score -788906.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -789030.812500 Penalty: 2950.593750
	Iteration 19Q: 3 clusters Score -789030.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -789102.750000 Penalty: 2950.593750
	Iteration 20F: 3 clusters Score -789102.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -789172.562500 Penalty: 2950.593750
	Iteration 21Q: 3 clusters Score -789172.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -789222.875000 Penalty: 2950.593750
	Iteration 22Q: 3 clusters Score -789222.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -789271.750000 Penalty: 2950.593750
	Iteration 23Q: 3 clusters Score -789271.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -789299.312500 Penalty: 2950.593750
	Iteration 24Q: 3 clusters Score -789299.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -789315.562500 Penalty: 2950.593750
	Iteration 25Q: 3 clusters Score -789315.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -789337.437500 Penalty: 2950.593750
	Iteration 26Q: 3 clusters Score -789337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -789348.375000 Penalty: 2950.593750
	Iteration 27Q: 3 clusters Score -789348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -789355.937500 Penalty: 2950.593750
	Iteration 28Q: 3 clusters Score -789355.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -789364.812500 Penalty: 2950.593750
	Iteration 29Q: 3 clusters Score -789364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -789373.000000 Penalty: 2950.593750
	Iteration 30Q: 3 clusters Score -789373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -789380.062500 Penalty: 2950.593750
	Iteration 31Q: 3 clusters Score -789380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -789379.750000 Penalty: 2950.593750
	Iteration 32Q: 3 clusters Score -789379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -789380.812500 Penalty: 2950.593750
	Iteration 33Q: 3 clusters Score -789380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -789382.437500 Penalty: 2950.593750
	Iteration 34Q: 3 clusters Score -789382.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -789384.937500 Penalty: 2950.593750
	Iteration 35Q: 3 clusters Score -789384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -789384.937500 Penalty: 2950.593750
	Iteration 36F: 3 clusters Score -789384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Entering Unmasked Estep 
Score: -1933691.250000 Penalty: 1631.106934
	Iteration 0F: 2 clusters Score -1933691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1918201.125000 Penalty: 3262.213867
	Iteration 0F: 3 clusters Score -1918201 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1923863.500000 Penalty: 3262.213867
	Iteration 1F: 3 clusters Score -1923864 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1924126.250000 Penalty: 3262.213867
	Iteration 2Q: 3 clusters Score -1924126 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1924383.000000 Penalty: 3262.213867
	Iteration 3Q: 3 clusters Score -1924383 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1924635.875000 Penalty: 3262.213867
	Iteration 4Q: 3 clusters Score -1924636 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1924919.375000 Penalty: 3262.213867
	Iteration 5Q: 3 clusters Score -1924919 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1925256.000000 Penalty: 3262.213867
	Iteration 6Q: 3 clusters Score -1925256 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1925732.250000 Penalty: 3262.213867
	Iteration 7Q: 3 clusters Score -1925732 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1926422.625000 Penalty: 3262.213867
	Iteration 8Q: 3 clusters Score -1926423 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1927268.875000 Penalty: 3262.213867
	Iteration 9F: 3 clusters Score -1927269 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1928090.250000 Penalty: 3262.213867
	Iteration 10F: 3 clusters Score -1928090 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1928715.875000 Penalty: 3262.213867
	Iteration 11Q: 3 clusters Score -1928716 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1929052.625000 Penalty: 3262.213867
	Iteration 12Q: 3 clusters Score -1929053 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1929250.375000 Penalty: 3262.213867
	Iteration 13Q: 3 clusters Score -1929250 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1929412.375000 Penalty: 3262.213867
	Iteration 14Q: 3 clusters Score -1929412 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1929583.250000 Penalty: 3262.213867
	Iteration 15Q: 3 clusters Score -1929583 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1929751.375000 Penalty: 3262.213867
	Iteration 16Q: 3 clusters Score -1929751 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1929954.875000 Penalty: 3262.213867
	Iteration 17Q: 3 clusters Score -1929955 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1930229.375000 Penalty: 3262.213867
	Iteration 18Q: 3 clusters Score -1930229 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1930539.500000 Penalty: 3262.213867
	Iteration 19Q: 3 clusters Score -1930540 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1930865.375000 Penalty: 3262.213867
	Iteration 20F: 3 clusters Score -1930865 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1931239.250000 Penalty: 3262.213867
	Iteration 21Q: 3 clusters Score -1931239 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1931567.500000 Penalty: 3262.213867
	Iteration 22Q: 3 clusters Score -1931568 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1931799.375000 Penalty: 3262.213867
	Iteration 23Q: 3 clusters Score -1931799 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1931964.625000 Penalty: 3262.213867
	Iteration 24Q: 3 clusters Score -1931965 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1932083.750000 Penalty: 3262.213867
	Iteration 25Q: 3 clusters Score -1932084 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1932152.250000 Penalty: 3262.213867
	Iteration 26Q: 3 clusters Score -1932152 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1932207.500000 Penalty: 3262.213867
	Iteration 27Q: 3 clusters Score -1932208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1932242.750000 Penalty: 3262.213867
	Iteration 28Q: 3 clusters Score -1932243 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1932264.000000 Penalty: 3262.213867
	Iteration 29Q: 3 clusters Score -1932264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1932297.500000 Penalty: 3262.213867
	Iteration 30Q: 3 clusters Score -1932298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1932313.875000 Penalty: 3262.213867
	Iteration 31Q: 3 clusters Score -1932314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1932324.500000 Penalty: 3262.213867
	Iteration 32Q: 3 clusters Score -1932324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1932343.750000 Penalty: 3262.213867
	Iteration 33Q: 3 clusters Score -1932344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1932352.375000 Penalty: 3262.213867
	Iteration 34Q: 3 clusters Score -1932352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1932357.000000 Penalty: 3262.213867
	Iteration 35Q: 3 clusters Score -1932357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1932357.500000 Penalty: 3262.213867
	Iteration 36Q: 3 clusters Score -1932358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1932364.875000 Penalty: 3262.213867
	Iteration 37Q: 3 clusters Score -1932365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1932369.375000 Penalty: 3262.213867
	Iteration 38Q: 3 clusters Score -1932369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1932376.000000 Penalty: 3262.213867
	Iteration 39Q: 3 clusters Score -1932376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1932381.750000 Penalty: 3262.213867
	Iteration 40F: 3 clusters Score -1932382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1932383.375000 Penalty: 3262.213867
	Iteration 41Q: 3 clusters Score -1932383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1932384.625000 Penalty: 3262.213867
	Iteration 42Q: 3 clusters Score -1932385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1932386.625000 Penalty: 3262.213867
	Iteration 43Q: 3 clusters Score -1932387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1932386.500000 Penalty: 3262.213867
	Iteration 44Q: 3 clusters Score -1932386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1932391.125000 Penalty: 3262.213867
	Iteration 45Q: 3 clusters Score -1932391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1932388.125000 Penalty: 3262.213867
	Iteration 46Q: 3 clusters Score -1932388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1932392.250000 Penalty: 3262.213867
	Iteration 47Q: 3 clusters Score -1932392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1932391.250000 Penalty: 3262.213867
	Iteration 48Q: 3 clusters Score -1932391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1932398.000000 Penalty: 3262.213867
	Iteration 49Q: 3 clusters Score -1932398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1932398.625000 Penalty: 3262.213867
	Iteration 50Q: 3 clusters Score -1932399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1932401.500000 Penalty: 3262.213867
	Iteration 51Q: 3 clusters Score -1932402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1932405.875000 Penalty: 3262.213867
	Iteration 52Q: 3 clusters Score -1932406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1932409.250000 Penalty: 3262.213867
	Iteration 53Q: 3 clusters Score -1932409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1932411.250000 Penalty: 3262.213867
	Iteration 54Q: 3 clusters Score -1932411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1932407.000000 Penalty: 3262.213867
	Iteration 55Q: 3 clusters Score -1932407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1932408.750000 Penalty: 3262.213867
	Iteration 56Q: 3 clusters Score -1932409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1932406.875000 Penalty: 3262.213867
	Iteration 57Q: 3 clusters Score -1932407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1932409.250000 Penalty: 3262.213867
	Iteration 58Q: 3 clusters Score -1932409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1932409.500000 Penalty: 3262.213867
	Iteration 59Q: 3 clusters Score -1932410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1932410.500000 Penalty: 3262.213867
	Iteration 60F: 3 clusters Score -1932410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1932413.125000 Penalty: 3262.213867
	Iteration 61Q: 3 clusters Score -1932413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1932410.125000 Penalty: 3262.213867
	Iteration 62Q: 3 clusters Score -1932410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1932411.000000 Penalty: 3262.213867
	Iteration 63Q: 3 clusters Score -1932411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1932411.000000 Penalty: 3262.213867
	Iteration 64F: 3 clusters Score -1932411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (70208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Entering Unmasked Estep 
Score: -6126272.500000 Penalty: 1813.372925
	Iteration 0F: 2 clusters Score -6126272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -6079193.500000 Penalty: 3626.745850
	Iteration 0F: 3 clusters Score -6079194 nChanged 33231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6098060.500000 Penalty: 3626.745850
	Iteration 1F: 3 clusters Score -6098060 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -6098766.000000 Penalty: 3626.745850
	Iteration 2Q: 3 clusters Score -6098766 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -6099420.500000 Penalty: 3626.745850
	Iteration 3Q: 3 clusters Score -6099420 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -6100228.000000 Penalty: 3626.745850
	Iteration 4Q: 3 clusters Score -6100228 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -6101167.500000 Penalty: 3626.745850
	Iteration 5Q: 3 clusters Score -6101168 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -6102204.500000 Penalty: 3626.745850
	Iteration 6Q: 3 clusters Score -6102204 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -6103446.000000 Penalty: 3626.745850
	Iteration 7Q: 3 clusters Score -6103446 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -6105192.000000 Penalty: 3626.745850
	Iteration 8Q: 3 clusters Score -6105192 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -6107547.000000 Penalty: 3626.745850
	Iteration 9F: 3 clusters Score -6107547 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -6110205.500000 Penalty: 3626.745850
	Iteration 10F: 3 clusters Score -6110206 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -6112445.500000 Penalty: 3626.745850
	Iteration 11Q: 3 clusters Score -6112446 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -6113814.000000 Penalty: 3626.745850
	Iteration 12Q: 3 clusters Score -6113814 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -6114551.000000 Penalty: 3626.745850
	Iteration 13Q: 3 clusters Score -6114551 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6115123.000000 Penalty: 3626.745850
	Iteration 14Q: 3 clusters Score -6115123 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -6115682.000000 Penalty: 3626.745850
	Iteration 15Q: 3 clusters Score -6115682 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56079 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6116306.500000 Penalty: 3626.745850
	Iteration 16Q: 3 clusters Score -6116306 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -6116941.500000 Penalty: 3626.745850
	Iteration 17Q: 3 clusters Score -6116942 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -6117613.000000 Penalty: 3626.745850
	Iteration 18Q: 3 clusters Score -6117613 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -6118434.500000 Penalty: 3626.745850
	Iteration 19Q: 3 clusters Score -6118434 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -6119255.500000 Penalty: 3626.745850
	Iteration 20F: 3 clusters Score -6119256 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -6120102.000000 Penalty: 3626.745850
	Iteration 21Q: 3 clusters Score -6120102 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -6120990.000000 Penalty: 3626.745850
	Iteration 22Q: 3 clusters Score -6120990 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6121886.000000 Penalty: 3626.745850
	Iteration 23Q: 3 clusters Score -6121886 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6122596.000000 Penalty: 3626.745850
	Iteration 24Q: 3 clusters Score -6122596 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6123191.000000 Penalty: 3626.745850
	Iteration 25Q: 3 clusters Score -6123191 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -6123657.000000 Penalty: 3626.745850
	Iteration 26Q: 3 clusters Score -6123657 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6124020.500000 Penalty: 3626.745850
	Iteration 27Q: 3 clusters Score -6124020 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6124268.000000 Penalty: 3626.745850
	Iteration 28Q: 3 clusters Score -6124268 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6124440.000000 Penalty: 3626.745850
	Iteration 29Q: 3 clusters Score -6124440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6124542.500000 Penalty: 3626.745850
	Iteration 30Q: 3 clusters Score -6124542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6124601.500000 Penalty: 3626.745850
	Iteration 31Q: 3 clusters Score -6124602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6124627.000000 Penalty: 3626.745850
	Iteration 32Q: 3 clusters Score -6124627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6124643.000000 Penalty: 3626.745850
	Iteration 33Q: 3 clusters Score -6124643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6124652.500000 Penalty: 3626.745850
	Iteration 34Q: 3 clusters Score -6124652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6124657.000000 Penalty: 3626.745850
	Iteration 35Q: 3 clusters Score -6124657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6124674.500000 Penalty: 3626.745850
	Iteration 36Q: 3 clusters Score -6124674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6124684.000000 Penalty: 3626.745850
	Iteration 37Q: 3 clusters Score -6124684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6124686.500000 Penalty: 3626.745850
	Iteration 38Q: 3 clusters Score -6124686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6124684.000000 Penalty: 3626.745850
	Iteration 39Q: 3 clusters Score -6124684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6124688.500000 Penalty: 3626.745850
	Iteration 40F: 3 clusters Score -6124688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6124689.500000 Penalty: 3626.745850
	Iteration 41Q: 3 clusters Score -6124690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6124689.000000 Penalty: 3626.745850
	Iteration 42Q: 3 clusters Score -6124689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6124689.000000 Penalty: 3626.745850
	Iteration 43F: 3 clusters Score -6124689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Entering Unmasked Estep 
Score: -1542886.750000 Penalty: 1583.708252
	Iteration 0F: 2 clusters Score -1542887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1531243.875000 Penalty: 3167.416504
	Iteration 0F: 3 clusters Score -1531244 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1535375.625000 Penalty: 3167.416504
	Iteration 1F: 3 clusters Score -1535376 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1535667.750000 Penalty: 3167.416504
	Iteration 2F: 3 clusters Score -1535668 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1535908.625000 Penalty: 3167.416504
	Iteration 3Q: 3 clusters Score -1535909 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1536126.875000 Penalty: 3167.416504
	Iteration 4Q: 3 clusters Score -1536127 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1536331.625000 Penalty: 3167.416504
	Iteration 5Q: 3 clusters Score -1536332 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1536527.000000 Penalty: 3167.416504
	Iteration 6Q: 3 clusters Score -1536527 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1536723.500000 Penalty: 3167.416504
	Iteration 7Q: 3 clusters Score -1536724 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1536922.750000 Penalty: 3167.416504
	Iteration 8Q: 3 clusters Score -1536923 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1537203.375000 Penalty: 3167.416504
	Iteration 9Q: 3 clusters Score -1537203 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1537545.375000 Penalty: 3167.416504
	Iteration 10Q: 3 clusters Score -1537545 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1537963.375000 Penalty: 3167.416504
	Iteration 11Q: 3 clusters Score -1537963 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1538408.750000 Penalty: 3167.416504
	Iteration 12Q: 3 clusters Score -1538409 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1538893.250000 Penalty: 3167.416504
	Iteration 13Q: 3 clusters Score -1538893 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1539310.000000 Penalty: 3167.416504
	Iteration 14Q: 3 clusters Score -1539310 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1539635.625000 Penalty: 3167.416504
	Iteration 15Q: 3 clusters Score -1539636 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1539891.500000 Penalty: 3167.416504
	Iteration 16Q: 3 clusters Score -1539892 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1540100.000000 Penalty: 3167.416504
	Iteration 17Q: 3 clusters Score -1540100 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1540289.750000 Penalty: 3167.416504
	Iteration 18Q: 3 clusters Score -1540290 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1540459.125000 Penalty: 3167.416504
	Iteration 19Q: 3 clusters Score -1540459 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1540621.250000 Penalty: 3167.416504
	Iteration 20F: 3 clusters Score -1540621 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1540748.375000 Penalty: 3167.416504
	Iteration 21Q: 3 clusters Score -1540748 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1540838.250000 Penalty: 3167.416504
	Iteration 22Q: 3 clusters Score -1540838 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1540927.750000 Penalty: 3167.416504
	Iteration 23Q: 3 clusters Score -1540928 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1541004.875000 Penalty: 3167.416504
	Iteration 24Q: 3 clusters Score -1541005 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1541074.000000 Penalty: 3167.416504
	Iteration 25Q: 3 clusters Score -1541074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1541155.750000 Penalty: 3167.416504
	Iteration 26Q: 3 clusters Score -1541156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1541233.875000 Penalty: 3167.416504
	Iteration 27Q: 3 clusters Score -1541234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1541303.375000 Penalty: 3167.416504
	Iteration 28Q: 3 clusters Score -1541303 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1541352.125000 Penalty: 3167.416504
	Iteration 29Q: 3 clusters Score -1541352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1541387.750000 Penalty: 3167.416504
	Iteration 30Q: 3 clusters Score -1541388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1541418.250000 Penalty: 3167.416504
	Iteration 31Q: 3 clusters Score -1541418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1541443.750000 Penalty: 3167.416504
	Iteration 32Q: 3 clusters Score -1541444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1541464.625000 Penalty: 3167.416504
	Iteration 33Q: 3 clusters Score -1541465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1541474.500000 Penalty: 3167.416504
	Iteration 34Q: 3 clusters Score -1541474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1541482.000000 Penalty: 3167.416504
	Iteration 35Q: 3 clusters Score -1541482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1541491.250000 Penalty: 3167.416504
	Iteration 36Q: 3 clusters Score -1541491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1541501.000000 Penalty: 3167.416504
	Iteration 37Q: 3 clusters Score -1541501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1541510.000000 Penalty: 3167.416504
	Iteration 38Q: 3 clusters Score -1541510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1541518.500000 Penalty: 3167.416504
	Iteration 39Q: 3 clusters Score -1541518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1541522.125000 Penalty: 3167.416504
	Iteration 40F: 3 clusters Score -1541522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1541521.000000 Penalty: 3167.416504
	Iteration 41Q: 3 clusters Score -1541521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1541526.750000 Penalty: 3167.416504
	Iteration 42Q: 3 clusters Score -1541527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1541527.500000 Penalty: 3167.416504
	Iteration 43Q: 3 clusters Score -1541528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1541528.375000 Penalty: 3167.416504
	Iteration 44Q: 3 clusters Score -1541528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1541529.250000 Penalty: 3167.416504
	Iteration 45Q: 3 clusters Score -1541529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1541529.875000 Penalty: 3167.416504
	Iteration 46Q: 3 clusters Score -1541530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1541535.500000 Penalty: 3167.416504
	Iteration 47Q: 3 clusters Score -1541536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1541534.875000 Penalty: 3167.416504
	Iteration 48Q: 3 clusters Score -1541535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1541538.250000 Penalty: 3167.416504
	Iteration 49Q: 3 clusters Score -1541538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1541542.875000 Penalty: 3167.416504
	Iteration 50Q: 3 clusters Score -1541543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1541543.625000 Penalty: 3167.416504
	Iteration 51Q: 3 clusters Score -1541544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1541546.250000 Penalty: 3167.416504
	Iteration 52Q: 3 clusters Score -1541546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1541545.750000 Penalty: 3167.416504
	Iteration 53Q: 3 clusters Score -1541546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1541548.500000 Penalty: 3167.416504
	Iteration 54Q: 3 clusters Score -1541548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1541549.500000 Penalty: 3167.416504
	Iteration 55Q: 3 clusters Score -1541550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1541550.875000 Penalty: 3167.416504
	Iteration 56Q: 3 clusters Score -1541551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1541551.125000 Penalty: 3167.416504
	Iteration 57Q: 3 clusters Score -1541551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1541552.875000 Penalty: 3167.416504
	Iteration 58Q: 3 clusters Score -1541553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1541551.875000 Penalty: 3167.416504
	Iteration 59Q: 3 clusters Score -1541552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1541551.125000 Penalty: 3167.416504
	Iteration 60F: 3 clusters Score -1541551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Entering Unmasked Estep 
Score: -13557.828125 Penalty: 864.989136
	Iteration 0F: 2 clusters Score -13557.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12855.169922 Penalty: 1729.978271
	Iteration 0F: 3 clusters Score -12855.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12932.049805 Penalty: 1729.978271
	Iteration 1F: 3 clusters Score -12932.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12964.701172 Penalty: 1729.978271
	Iteration 2Q: 3 clusters Score -12964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12967.875000 Penalty: 1729.978271
	Iteration 3Q: 3 clusters Score -12967.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12968.356445 Penalty: 1729.978271
	Iteration 4Q: 3 clusters Score -12968.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12968.356445 Penalty: 1729.978271
	Iteration 5F: 3 clusters Score -12968.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -316094.968750 Penalty: 1326.779175
	Iteration 0F: 2 clusters Score -316095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -313000.312500 Penalty: 2653.558350
	Iteration 0F: 3 clusters Score -313000.3 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -313780.187500 Penalty: 2653.558350
	Iteration 1F: 3 clusters Score -313780.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -313941.343750 Penalty: 2653.558350
	Iteration 2F: 3 clusters Score -313941.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -314048.625000 Penalty: 2653.558350
	Iteration 3Q: 3 clusters Score -314048.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -314134.812500 Penalty: 2653.558350
	Iteration 4Q: 3 clusters Score -314134.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -314208.062500 Penalty: 2653.558350
	Iteration 5Q: 3 clusters Score -314208.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -314264.062500 Penalty: 2653.558350
	Iteration 6Q: 3 clusters Score -314264.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -314304.781250 Penalty: 2653.558350
	Iteration 7Q: 3 clusters Score -314304.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -314352.250000 Penalty: 2653.558350
	Iteration 8Q: 3 clusters Score -314352.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314403.718750 Penalty: 2653.558350
	Iteration 9Q: 3 clusters Score -314403.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -314447.125000 Penalty: 2653.558350
	Iteration 10Q: 3 clusters Score -314447.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -314479.343750 Penalty: 2653.558350
	Iteration 11Q: 3 clusters Score -314479.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -314500.156250 Penalty: 2653.558350
	Iteration 12Q: 3 clusters Score -314500.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -314528.093750 Penalty: 2653.558350
	Iteration 13Q: 3 clusters Score -314528.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -314552.843750 Penalty: 2653.558350
	Iteration 14Q: 3 clusters Score -314552.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -314578.062500 Penalty: 2653.558350
	Iteration 15Q: 3 clusters Score -314578.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -314608.468750 Penalty: 2653.558350
	Iteration 16Q: 3 clusters Score -314608.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -314633.031250 Penalty: 2653.558350
	Iteration 17Q: 3 clusters Score -314633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -314652.781250 Penalty: 2653.558350
	Iteration 18Q: 3 clusters Score -314652.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -314670.875000 Penalty: 2653.558350
	Iteration 19Q: 3 clusters Score -314670.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -314685.468750 Penalty: 2653.558350
	Iteration 20F: 3 clusters Score -314685.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -314700.843750 Penalty: 2653.558350
	Iteration 21Q: 3 clusters Score -314700.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -314713.156250 Penalty: 2653.558350
	Iteration 22Q: 3 clusters Score -314713.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -314723.250000 Penalty: 2653.558350
	Iteration 23Q: 3 clusters Score -314723.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -314730.968750 Penalty: 2653.558350
	Iteration 24Q: 3 clusters Score -314731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -314735.656250 Penalty: 2653.558350
	Iteration 25Q: 3 clusters Score -314735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -314739.000000 Penalty: 2653.558350
	Iteration 26Q: 3 clusters Score -314739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -314741.062500 Penalty: 2653.558350
	Iteration 27Q: 3 clusters Score -314741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -314743.593750 Penalty: 2653.558350
	Iteration 28Q: 3 clusters Score -314743.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -314746.843750 Penalty: 2653.558350
	Iteration 29Q: 3 clusters Score -314746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -314748.562500 Penalty: 2653.558350
	Iteration 30Q: 3 clusters Score -314748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -314752.656250 Penalty: 2653.558350
	Iteration 31Q: 3 clusters Score -314752.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -314754.468750 Penalty: 2653.558350
	Iteration 32Q: 3 clusters Score -314754.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -314757.000000 Penalty: 2653.558350
	Iteration 33Q: 3 clusters Score -314757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -314758.687500 Penalty: 2653.558350
	Iteration 34Q: 3 clusters Score -314758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -314759.843750 Penalty: 2653.558350
	Iteration 35Q: 3 clusters Score -314759.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -314760.687500 Penalty: 2653.558350
	Iteration 36Q: 3 clusters Score -314760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -314762.250000 Penalty: 2653.558350
	Iteration 37Q: 3 clusters Score -314762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -314763.906250 Penalty: 2653.558350
	Iteration 38Q: 3 clusters Score -314763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -314764.718750 Penalty: 2653.558350
	Iteration 39Q: 3 clusters Score -314764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -314765.281250 Penalty: 2653.558350
	Iteration 40F: 3 clusters Score -314765.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -314766.281250 Penalty: 2653.558350
	Iteration 41Q: 3 clusters Score -314766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -314765.812500 Penalty: 2653.558350
	Iteration 42Q: 3 clusters Score -314765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -314765.812500 Penalty: 2653.558350
	Iteration 43F: 3 clusters Score -314765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (280569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280569 members 
Entering Unmasked Estep 
Score: -25134538.000000 Penalty: 2038.493408
	Iteration 0F: 2 clusters Score -2.513454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140638 members 
Mstep: Class 2 contains 139931 members 
Entering Unmasked Estep 
Score: -24956164.000000 Penalty: 4076.986816
	Iteration 0F: 3 clusters Score -2.495616e+07 nChanged 136648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154180 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -25040530.000000 Penalty: 4076.986816
	Iteration 1F: 3 clusters Score -2.504053e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162683 members 
Mstep: Class 2 contains 117886 members 
Entering Unmasked Estep 
Score: -25044512.000000 Penalty: 4076.986816
	Iteration 2Q: 3 clusters Score -2.504451e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175135 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -25050414.000000 Penalty: 4076.986816
	Iteration 3F: 3 clusters Score -2.505041e+07 nChanged 18450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192047 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -25060072.000000 Penalty: 4076.986816
	Iteration 4F: 3 clusters Score -2.506007e+07 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212389 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -25073836.000000 Penalty: 4076.986816
	Iteration 5F: 3 clusters Score -2.507384e+07 nChanged 21235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233186 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -25090494.000000 Penalty: 4076.986816
	Iteration 6F: 3 clusters Score -2.509049e+07 nChanged 18010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250982 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -25105916.000000 Penalty: 4076.986816
	Iteration 7F: 3 clusters Score -2.510592e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263154 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -25116906.000000 Penalty: 4076.986816
	Iteration 8Q: 3 clusters Score -2.511691e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270422 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -25123722.000000 Penalty: 4076.986816
	Iteration 9Q: 3 clusters Score -2.512372e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274553 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -25127570.000000 Penalty: 4076.986816
	Iteration 10Q: 3 clusters Score -2.512757e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276926 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -25129726.000000 Penalty: 4076.986816
	Iteration 11Q: 3 clusters Score -2.512973e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278284 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -25130970.000000 Penalty: 4076.986816
	Iteration 12Q: 3 clusters Score -2.513097e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279050 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -25131768.000000 Penalty: 4076.986816
	Iteration 13Q: 3 clusters Score -2.513177e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279457 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -25132122.000000 Penalty: 4076.986816
	Iteration 14Q: 3 clusters Score -2.513212e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279687 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -25132386.000000 Penalty: 4076.986816
	Iteration 15Q: 3 clusters Score -2.513239e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279814 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25132470.000000 Penalty: 4076.986816
	Iteration 16Q: 3 clusters Score -2.513247e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279875 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -25132526.000000 Penalty: 4076.986816
	Iteration 17Q: 3 clusters Score -2.513253e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279921 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -25132584.000000 Penalty: 4076.986816
	Iteration 18Q: 3 clusters Score -2.513258e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279958 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -25132648.000000 Penalty: 4076.986816
	Iteration 19Q: 3 clusters Score -2.513265e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279981 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -25132690.000000 Penalty: 4076.986816
	Iteration 20F: 3 clusters Score -2.513269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280003 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -25132730.000000 Penalty: 4076.986816
	Iteration 21Q: 3 clusters Score -2.513273e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280018 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -25132748.000000 Penalty: 4076.986816
	Iteration 22Q: 3 clusters Score -2.513275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280023 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -25132752.000000 Penalty: 4076.986816
	Iteration 23Q: 3 clusters Score -2.513275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280032 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -25132766.000000 Penalty: 4076.986816
	Iteration 24Q: 3 clusters Score -2.513277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280041 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -25132772.000000 Penalty: 4076.986816
	Iteration 25Q: 3 clusters Score -2.513277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280051 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -25132772.000000 Penalty: 4076.986816
	Iteration 26Q: 3 clusters Score -2.513277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280057 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -25132782.000000 Penalty: 4076.986816
	Iteration 27Q: 3 clusters Score -2.513278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280060 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -25132794.000000 Penalty: 4076.986816
	Iteration 28Q: 3 clusters Score -2.513279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280061 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -25132796.000000 Penalty: 4076.986816
	Iteration 29Q: 3 clusters Score -2.51328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280063 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -25132800.000000 Penalty: 4076.986816
	Iteration 30Q: 3 clusters Score -2.51328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280064 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -25132804.000000 Penalty: 4076.986816
	Iteration 31Q: 3 clusters Score -2.51328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280062 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25132796.000000 Penalty: 4076.986816
	Iteration 32Q: 3 clusters Score -2.51328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280062 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -25132812.000000 Penalty: 4076.986816
	Iteration 33Q: 3 clusters Score -2.513281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280061 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -25132806.000000 Penalty: 4076.986816
	Iteration 34Q: 3 clusters Score -2.513281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280061 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -25132820.000000 Penalty: 4076.986816
	Iteration 35Q: 3 clusters Score -2.513282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280061 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -25132812.000000 Penalty: 4076.986816
	Iteration 36Q: 3 clusters Score -2.513281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280065 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -25132830.000000 Penalty: 4076.986816
	Iteration 37Q: 3 clusters Score -2.513283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280068 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -25132834.000000 Penalty: 4076.986816
	Iteration 38Q: 3 clusters Score -2.513283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280070 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -25132832.000000 Penalty: 4076.986816
	Iteration 39Q: 3 clusters Score -2.513283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280072 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25132840.000000 Penalty: 4076.986816
	Iteration 40F: 3 clusters Score -2.513284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280075 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -25132818.000000 Penalty: 4076.986816
	Iteration 41Q: 3 clusters Score -2.513282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280077 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -25132824.000000 Penalty: 4076.986816
	Iteration 42Q: 3 clusters Score -2.513282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280080 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -25132818.000000 Penalty: 4076.986816
	Iteration 43Q: 3 clusters Score -2.513282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280080 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -25132826.000000 Penalty: 4076.986816
	Iteration 44Q: 3 clusters Score -2.513283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280077 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -25132828.000000 Penalty: 4076.986816
	Iteration 45Q: 3 clusters Score -2.513283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280075 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -25132830.000000 Penalty: 4076.986816
	Iteration 46Q: 3 clusters Score -2.513283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280076 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -25132834.000000 Penalty: 4076.986816
	Iteration 47Q: 3 clusters Score -2.513283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280076 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -25132842.000000 Penalty: 4076.986816
	Iteration 48Q: 3 clusters Score -2.513284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280075 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -25132858.000000 Penalty: 4076.986816
	Iteration 49Q: 3 clusters Score -2.513286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280073 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -25132850.000000 Penalty: 4076.986816
	Iteration 50Q: 3 clusters Score -2.513285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280072 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25132852.000000 Penalty: 4076.986816
	Iteration 51Q: 3 clusters Score -2.513285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280072 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25132852.000000 Penalty: 4076.986816
	Iteration 52F: 3 clusters Score -2.513285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Entering Unmasked Estep 
Score: -668025.625000 Penalty: 1452.105713
	Iteration 0F: 2 clusters Score -668025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -662396.437500 Penalty: 2904.211426
	Iteration 0F: 3 clusters Score -662396.4 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -664219.437500 Penalty: 2904.211426
	Iteration 1F: 3 clusters Score -664219.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -664514.937500 Penalty: 2904.211426
	Iteration 2F: 3 clusters Score -664514.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -664790.750000 Penalty: 2904.211426
	Iteration 3F: 3 clusters Score -664790.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -665057.187500 Penalty: 2904.211426
	Iteration 4F: 3 clusters Score -665057.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -665323.500000 Penalty: 2904.211426
	Iteration 5F: 3 clusters Score -665323.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -665628.937500 Penalty: 2904.211426
	Iteration 6F: 3 clusters Score -665628.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -665965.562500 Penalty: 2904.211426
	Iteration 7F: 3 clusters Score -665965.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -666269.187500 Penalty: 2904.211426
	Iteration 8F: 3 clusters Score -666269.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -666492.812500 Penalty: 2904.211426
	Iteration 9Q: 3 clusters Score -666492.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -666634.625000 Penalty: 2904.211426
	Iteration 10Q: 3 clusters Score -666634.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -666727.750000 Penalty: 2904.211426
	Iteration 11Q: 3 clusters Score -666727.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -666793.312500 Penalty: 2904.211426
	Iteration 12Q: 3 clusters Score -666793.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -666834.625000 Penalty: 2904.211426
	Iteration 13Q: 3 clusters Score -666834.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -666870.750000 Penalty: 2904.211426
	Iteration 14Q: 3 clusters Score -666870.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -666893.500000 Penalty: 2904.211426
	Iteration 15Q: 3 clusters Score -666893.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -666910.812500 Penalty: 2904.211426
	Iteration 16Q: 3 clusters Score -666910.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -666925.875000 Penalty: 2904.211426
	Iteration 17Q: 3 clusters Score -666925.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -666940.875000 Penalty: 2904.211426
	Iteration 18Q: 3 clusters Score -666940.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -666949.250000 Penalty: 2904.211426
	Iteration 19Q: 3 clusters Score -666949.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -666955.687500 Penalty: 2904.211426
	Iteration 20F: 3 clusters Score -666955.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -666961.437500 Penalty: 2904.211426
	Iteration 21Q: 3 clusters Score -666961.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -666968.562500 Penalty: 2904.211426
	Iteration 22Q: 3 clusters Score -666968.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -666973.937500 Penalty: 2904.211426
	Iteration 23Q: 3 clusters Score -666973.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -666980.125000 Penalty: 2904.211426
	Iteration 24Q: 3 clusters Score -666980.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -666984.875000 Penalty: 2904.211426
	Iteration 25Q: 3 clusters Score -666984.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -666992.937500 Penalty: 2904.211426
	Iteration 26Q: 3 clusters Score -666992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -666997.375000 Penalty: 2904.211426
	Iteration 27Q: 3 clusters Score -666997.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -667001.187500 Penalty: 2904.211426
	Iteration 28Q: 3 clusters Score -667001.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -667004.000000 Penalty: 2904.211426
	Iteration 29Q: 3 clusters Score -667004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -667005.437500 Penalty: 2904.211426
	Iteration 30Q: 3 clusters Score -667005.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -667007.875000 Penalty: 2904.211426
	Iteration 31Q: 3 clusters Score -667007.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -667008.312500 Penalty: 2904.211426
	Iteration 32Q: 3 clusters Score -667008.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -667010.750000 Penalty: 2904.211426
	Iteration 33Q: 3 clusters Score -667010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -667012.500000 Penalty: 2904.211426
	Iteration 34Q: 3 clusters Score -667012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -667013.812500 Penalty: 2904.211426
	Iteration 35Q: 3 clusters Score -667013.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -667016.250000 Penalty: 2904.211426
	Iteration 36Q: 3 clusters Score -667016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -667017.125000 Penalty: 2904.211426
	Iteration 37Q: 3 clusters Score -667017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -667015.375000 Penalty: 2904.211426
	Iteration 38Q: 3 clusters Score -667015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -667017.375000 Penalty: 2904.211426
	Iteration 39Q: 3 clusters Score -667017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -667016.812500 Penalty: 2904.211426
	Iteration 40F: 3 clusters Score -667016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -667017.375000 Penalty: 2904.211426
	Iteration 41Q: 3 clusters Score -667017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -667016.562500 Penalty: 2904.211426
	Iteration 42Q: 3 clusters Score -667016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -667015.812500 Penalty: 2904.211426
	Iteration 43Q: 3 clusters Score -667015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -667016.875000 Penalty: 2904.211426
	Iteration 44Q: 3 clusters Score -667016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -667016.875000 Penalty: 2904.211426
	Iteration 45F: 3 clusters Score -667016.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -171668.484375 Penalty: 1239.159180
	Iteration 0F: 2 clusters Score -171668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -169523.312500 Penalty: 2478.318359
	Iteration 0F: 3 clusters Score -169523.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -169966.875000 Penalty: 2478.318359
	Iteration 1F: 3 clusters Score -169966.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -170129.953125 Penalty: 2478.318359
	Iteration 2F: 3 clusters Score -170130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -170216.578125 Penalty: 2478.318359
	Iteration 3F: 3 clusters Score -170216.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -170260.140625 Penalty: 2478.318359
	Iteration 4Q: 3 clusters Score -170260.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -170284.062500 Penalty: 2478.318359
	Iteration 5Q: 3 clusters Score -170284.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -170306.578125 Penalty: 2478.318359
	Iteration 6Q: 3 clusters Score -170306.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -170330.968750 Penalty: 2478.318359
	Iteration 7Q: 3 clusters Score -170331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -170354.015625 Penalty: 2478.318359
	Iteration 8Q: 3 clusters Score -170354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170370.625000 Penalty: 2478.318359
	Iteration 9Q: 3 clusters Score -170370.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -170382.312500 Penalty: 2478.318359
	Iteration 10Q: 3 clusters Score -170382.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -170392.109375 Penalty: 2478.318359
	Iteration 11Q: 3 clusters Score -170392.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -170401.656250 Penalty: 2478.318359
	Iteration 12Q: 3 clusters Score -170401.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -170410.859375 Penalty: 2478.318359
	Iteration 13Q: 3 clusters Score -170410.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -170416.609375 Penalty: 2478.318359
	Iteration 14Q: 3 clusters Score -170416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -170423.093750 Penalty: 2478.318359
	Iteration 15Q: 3 clusters Score -170423.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -170428.250000 Penalty: 2478.318359
	Iteration 16Q: 3 clusters Score -170428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -170431.296875 Penalty: 2478.318359
	Iteration 17Q: 3 clusters Score -170431.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -170437.437500 Penalty: 2478.318359
	Iteration 18Q: 3 clusters Score -170437.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -170444.328125 Penalty: 2478.318359
	Iteration 19Q: 3 clusters Score -170444.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -170452.109375 Penalty: 2478.318359
	Iteration 20F: 3 clusters Score -170452.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -170460.187500 Penalty: 2478.318359
	Iteration 21Q: 3 clusters Score -170460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -170467.562500 Penalty: 2478.318359
	Iteration 22Q: 3 clusters Score -170467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -170472.375000 Penalty: 2478.318359
	Iteration 23Q: 3 clusters Score -170472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -170479.203125 Penalty: 2478.318359
	Iteration 24Q: 3 clusters Score -170479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -170482.562500 Penalty: 2478.318359
	Iteration 25Q: 3 clusters Score -170482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -170487.031250 Penalty: 2478.318359
	Iteration 26Q: 3 clusters Score -170487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -170491.828125 Penalty: 2478.318359
	Iteration 27Q: 3 clusters Score -170491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -170494.171875 Penalty: 2478.318359
	Iteration 28Q: 3 clusters Score -170494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -170498.500000 Penalty: 2478.318359
	Iteration 29Q: 3 clusters Score -170498.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -170503.546875 Penalty: 2478.318359
	Iteration 30Q: 3 clusters Score -170503.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -170507.765625 Penalty: 2478.318359
	Iteration 31Q: 3 clusters Score -170507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -170508.906250 Penalty: 2478.318359
	Iteration 32Q: 3 clusters Score -170508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -170509.828125 Penalty: 2478.318359
	Iteration 33Q: 3 clusters Score -170509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -170510.750000 Penalty: 2478.318359
	Iteration 34Q: 3 clusters Score -170510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -170513.609375 Penalty: 2478.318359
	Iteration 35Q: 3 clusters Score -170513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -170516.390625 Penalty: 2478.318359
	Iteration 36Q: 3 clusters Score -170516.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -170516.390625 Penalty: 2478.318359
	Iteration 37F: 3 clusters Score -170516.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (69520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Entering Unmasked Estep 
Score: -6087634.500000 Penalty: 1811.772705
	Iteration 0F: 2 clusters Score -6087634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6041021.000000 Penalty: 3623.545410
	Iteration 0F: 3 clusters Score -6041021 nChanged 32982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -6059529.000000 Penalty: 3623.545410
	Iteration 1F: 3 clusters Score -6059529 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -6060004.500000 Penalty: 3623.545410
	Iteration 2Q: 3 clusters Score -6060004 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -6060555.500000 Penalty: 3623.545410
	Iteration 3Q: 3 clusters Score -6060556 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -6061169.500000 Penalty: 3623.545410
	Iteration 4Q: 3 clusters Score -6061170 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -6061952.000000 Penalty: 3623.545410
	Iteration 5Q: 3 clusters Score -6061952 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -6063339.500000 Penalty: 3623.545410
	Iteration 6Q: 3 clusters Score -6063340 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -6065469.000000 Penalty: 3623.545410
	Iteration 7F: 3 clusters Score -6065469 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -6068894.000000 Penalty: 3623.545410
	Iteration 8F: 3 clusters Score -6068894 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -6073550.500000 Penalty: 3623.545410
	Iteration 9F: 3 clusters Score -6073550 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 61787 members 
Entering Unmasked Estep 
Score: -6078593.000000 Penalty: 3623.545410
	Iteration 10F: 3 clusters Score -6078593 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -6082473.500000 Penalty: 3623.545410
	Iteration 11F: 3 clusters Score -6082474 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -6084561.000000 Penalty: 3623.545410
	Iteration 12Q: 3 clusters Score -6084561 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -6085477.500000 Penalty: 3623.545410
	Iteration 13Q: 3 clusters Score -6085478 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -6085760.500000 Penalty: 3623.545410
	Iteration 14Q: 3 clusters Score -6085760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -6085893.000000 Penalty: 3623.545410
	Iteration 15Q: 3 clusters Score -6085893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -6085946.500000 Penalty: 3623.545410
	Iteration 16Q: 3 clusters Score -6085946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -6085965.000000 Penalty: 3623.545410
	Iteration 17Q: 3 clusters Score -6085965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -6085980.000000 Penalty: 3623.545410
	Iteration 18Q: 3 clusters Score -6085980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -6085992.000000 Penalty: 3623.545410
	Iteration 19Q: 3 clusters Score -6085992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -6085995.000000 Penalty: 3623.545410
	Iteration 20F: 3 clusters Score -6085995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -6085998.000000 Penalty: 3623.545410
	Iteration 21Q: 3 clusters Score -6085998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -6086000.500000 Penalty: 3623.545410
	Iteration 22Q: 3 clusters Score -6086000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -6085995.000000 Penalty: 3623.545410
	Iteration 23Q: 3 clusters Score -6085995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -6085998.500000 Penalty: 3623.545410
	Iteration 24Q: 3 clusters Score -6085998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -6085998.500000 Penalty: 3623.545410
	Iteration 25F: 3 clusters Score -6085998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -346118.000000 Penalty: 1345.079468
	Iteration 0F: 2 clusters Score -346118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -342775.875000 Penalty: 2690.158936
	Iteration 0F: 3 clusters Score -342775.9 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -343657.468750 Penalty: 2690.158936
	Iteration 1F: 3 clusters Score -343657.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -343816.468750 Penalty: 2690.158936
	Iteration 2F: 3 clusters Score -343816.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -343921.343750 Penalty: 2690.158936
	Iteration 3F: 3 clusters Score -343921.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -343986.937500 Penalty: 2690.158936
	Iteration 4Q: 3 clusters Score -343986.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -344043.812500 Penalty: 2690.158936
	Iteration 5Q: 3 clusters Score -344043.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -344102.375000 Penalty: 2690.158936
	Iteration 6Q: 3 clusters Score -344102.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -344159.187500 Penalty: 2690.158936
	Iteration 7Q: 3 clusters Score -344159.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -344201.281250 Penalty: 2690.158936
	Iteration 8Q: 3 clusters Score -344201.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -344237.062500 Penalty: 2690.158936
	Iteration 9Q: 3 clusters Score -344237.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -344261.562500 Penalty: 2690.158936
	Iteration 10Q: 3 clusters Score -344261.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -344280.906250 Penalty: 2690.158936
	Iteration 11Q: 3 clusters Score -344280.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -344300.812500 Penalty: 2690.158936
	Iteration 12Q: 3 clusters Score -344300.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -344322.000000 Penalty: 2690.158936
	Iteration 13Q: 3 clusters Score -344322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -344342.843750 Penalty: 2690.158936
	Iteration 14Q: 3 clusters Score -344342.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -344363.843750 Penalty: 2690.158936
	Iteration 15Q: 3 clusters Score -344363.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -344385.625000 Penalty: 2690.158936
	Iteration 16Q: 3 clusters Score -344385.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -344401.937500 Penalty: 2690.158936
	Iteration 17Q: 3 clusters Score -344401.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -344413.125000 Penalty: 2690.158936
	Iteration 18Q: 3 clusters Score -344413.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -344426.437500 Penalty: 2690.158936
	Iteration 19Q: 3 clusters Score -344426.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -344439.031250 Penalty: 2690.158936
	Iteration 20F: 3 clusters Score -344439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -344455.406250 Penalty: 2690.158936
	Iteration 21Q: 3 clusters Score -344455.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -344474.437500 Penalty: 2690.158936
	Iteration 22Q: 3 clusters Score -344474.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -344491.750000 Penalty: 2690.158936
	Iteration 23Q: 3 clusters Score -344491.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -344510.687500 Penalty: 2690.158936
	Iteration 24Q: 3 clusters Score -344510.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -344521.468750 Penalty: 2690.158936
	Iteration 25Q: 3 clusters Score -344521.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -344534.375000 Penalty: 2690.158936
	Iteration 26Q: 3 clusters Score -344534.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -344544.343750 Penalty: 2690.158936
	Iteration 27Q: 3 clusters Score -344544.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -344554.343750 Penalty: 2690.158936
	Iteration 28Q: 3 clusters Score -344554.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -344566.156250 Penalty: 2690.158936
	Iteration 29Q: 3 clusters Score -344566.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -344579.218750 Penalty: 2690.158936
	Iteration 30Q: 3 clusters Score -344579.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -344591.906250 Penalty: 2690.158936
	Iteration 31Q: 3 clusters Score -344591.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -344607.625000 Penalty: 2690.158936
	Iteration 32Q: 3 clusters Score -344607.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -344625.093750 Penalty: 2690.158936
	Iteration 33Q: 3 clusters Score -344625.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -344641.375000 Penalty: 2690.158936
	Iteration 34Q: 3 clusters Score -344641.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -344656.687500 Penalty: 2690.158936
	Iteration 35Q: 3 clusters Score -344656.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -344669.562500 Penalty: 2690.158936
	Iteration 36Q: 3 clusters Score -344669.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -344684.937500 Penalty: 2690.158936
	Iteration 37Q: 3 clusters Score -344684.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -344705.843750 Penalty: 2690.158936
	Iteration 38Q: 3 clusters Score -344705.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -344735.625000 Penalty: 2690.158936
	Iteration 39Q: 3 clusters Score -344735.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -344755.343750 Penalty: 2690.158936
	Iteration 40F: 3 clusters Score -344755.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -344771.843750 Penalty: 2690.158936
	Iteration 41Q: 3 clusters Score -344771.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -344787.468750 Penalty: 2690.158936
	Iteration 42Q: 3 clusters Score -344787.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -344799.500000 Penalty: 2690.158936
	Iteration 43Q: 3 clusters Score -344799.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -344814.125000 Penalty: 2690.158936
	Iteration 44Q: 3 clusters Score -344814.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -344826.781250 Penalty: 2690.158936
	Iteration 45Q: 3 clusters Score -344826.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -344839.343750 Penalty: 2690.158936
	Iteration 46Q: 3 clusters Score -344839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -344854.312500 Penalty: 2690.158936
	Iteration 47Q: 3 clusters Score -344854.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -344863.468750 Penalty: 2690.158936
	Iteration 48Q: 3 clusters Score -344863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -344870.531250 Penalty: 2690.158936
	Iteration 49Q: 3 clusters Score -344870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -344874.343750 Penalty: 2690.158936
	Iteration 50Q: 3 clusters Score -344874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -344882.875000 Penalty: 2690.158936
	Iteration 51Q: 3 clusters Score -344882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -344892.468750 Penalty: 2690.158936
	Iteration 52Q: 3 clusters Score -344892.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -344902.687500 Penalty: 2690.158936
	Iteration 53Q: 3 clusters Score -344902.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -344912.906250 Penalty: 2690.158936
	Iteration 54Q: 3 clusters Score -344912.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -344924.625000 Penalty: 2690.158936
	Iteration 55Q: 3 clusters Score -344924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -344931.187500 Penalty: 2690.158936
	Iteration 56Q: 3 clusters Score -344931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -344939.625000 Penalty: 2690.158936
	Iteration 57Q: 3 clusters Score -344939.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -344943.687500 Penalty: 2690.158936
	Iteration 58Q: 3 clusters Score -344943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -344944.312500 Penalty: 2690.158936
	Iteration 59Q: 3 clusters Score -344944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -344944.843750 Penalty: 2690.158936
	Iteration 60F: 3 clusters Score -344944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -344948.125000 Penalty: 2690.158936
	Iteration 61Q: 3 clusters Score -344948.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -344950.812500 Penalty: 2690.158936
	Iteration 62Q: 3 clusters Score -344950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -344955.968750 Penalty: 2690.158936
	Iteration 63Q: 3 clusters Score -344956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -344957.406250 Penalty: 2690.158936
	Iteration 64Q: 3 clusters Score -344957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -344957.500000 Penalty: 2690.158936
	Iteration 65Q: 3 clusters Score -344957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -344957.500000 Penalty: 2690.158936
	Iteration 66F: 3 clusters Score -344957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -239856.578125 Penalty: 1285.172607
	Iteration 0F: 2 clusters Score -239856.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -237291.484375 Penalty: 2570.345215
	Iteration 0F: 3 clusters Score -237291.5 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -237861.765625 Penalty: 2570.345215
	Iteration 1F: 3 clusters Score -237861.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -237982.328125 Penalty: 2570.345215
	Iteration 2F: 3 clusters Score -237982.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238081.062500 Penalty: 2570.345215
	Iteration 3F: 3 clusters Score -238081.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -238137.750000 Penalty: 2570.345215
	Iteration 4Q: 3 clusters Score -238137.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -238182.718750 Penalty: 2570.345215
	Iteration 5Q: 3 clusters Score -238182.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -238218.671875 Penalty: 2570.345215
	Iteration 6Q: 3 clusters Score -238218.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -238242.187500 Penalty: 2570.345215
	Iteration 7Q: 3 clusters Score -238242.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -238256.625000 Penalty: 2570.345215
	Iteration 8Q: 3 clusters Score -238256.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -238265.546875 Penalty: 2570.345215
	Iteration 9Q: 3 clusters Score -238265.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -238271.156250 Penalty: 2570.345215
	Iteration 10Q: 3 clusters Score -238271.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -238275.828125 Penalty: 2570.345215
	Iteration 11Q: 3 clusters Score -238275.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -238280.781250 Penalty: 2570.345215
	Iteration 12Q: 3 clusters Score -238280.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -238288.812500 Penalty: 2570.345215
	Iteration 13Q: 3 clusters Score -238288.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -238300.093750 Penalty: 2570.345215
	Iteration 14Q: 3 clusters Score -238300.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -238313.718750 Penalty: 2570.345215
	Iteration 15Q: 3 clusters Score -238313.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238324.875000 Penalty: 2570.345215
	Iteration 16Q: 3 clusters Score -238324.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -238342.109375 Penalty: 2570.345215
	Iteration 17Q: 3 clusters Score -238342.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -238368.703125 Penalty: 2570.345215
	Iteration 18Q: 3 clusters Score -238368.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -238399.984375 Penalty: 2570.345215
	Iteration 19Q: 3 clusters Score -238400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -238430.812500 Penalty: 2570.345215
	Iteration 20F: 3 clusters Score -238430.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -238469.812500 Penalty: 2570.345215
	Iteration 21Q: 3 clusters Score -238469.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -238500.125000 Penalty: 2570.345215
	Iteration 22Q: 3 clusters Score -238500.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238522.687500 Penalty: 2570.345215
	Iteration 23Q: 3 clusters Score -238522.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -238548.078125 Penalty: 2570.345215
	Iteration 24Q: 3 clusters Score -238548.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -238581.500000 Penalty: 2570.345215
	Iteration 25Q: 3 clusters Score -238581.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -238619.656250 Penalty: 2570.345215
	Iteration 26Q: 3 clusters Score -238619.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -238666.671875 Penalty: 2570.345215
	Iteration 27Q: 3 clusters Score -238666.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -238711.437500 Penalty: 2570.345215
	Iteration 28Q: 3 clusters Score -238711.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -238739.375000 Penalty: 2570.345215
	Iteration 29Q: 3 clusters Score -238739.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -238760.765625 Penalty: 2570.345215
	Iteration 30Q: 3 clusters Score -238760.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -238776.531250 Penalty: 2570.345215
	Iteration 31Q: 3 clusters Score -238776.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -238789.953125 Penalty: 2570.345215
	Iteration 32Q: 3 clusters Score -238790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -238802.500000 Penalty: 2570.345215
	Iteration 33Q: 3 clusters Score -238802.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -238809.328125 Penalty: 2570.345215
	Iteration 34Q: 3 clusters Score -238809.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -238818.078125 Penalty: 2570.345215
	Iteration 35Q: 3 clusters Score -238818.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -238826.140625 Penalty: 2570.345215
	Iteration 36Q: 3 clusters Score -238826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -238836.734375 Penalty: 2570.345215
	Iteration 37Q: 3 clusters Score -238836.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238847.640625 Penalty: 2570.345215
	Iteration 38Q: 3 clusters Score -238847.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -238856.765625 Penalty: 2570.345215
	Iteration 39Q: 3 clusters Score -238856.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238862.109375 Penalty: 2570.345215
	Iteration 40F: 3 clusters Score -238862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238865.812500 Penalty: 2570.345215
	Iteration 41Q: 3 clusters Score -238865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238867.250000 Penalty: 2570.345215
	Iteration 42Q: 3 clusters Score -238867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238870.140625 Penalty: 2570.345215
	Iteration 43Q: 3 clusters Score -238870.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -238870.750000 Penalty: 2570.345215
	Iteration 44Q: 3 clusters Score -238870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -238871.562500 Penalty: 2570.345215
	Iteration 45Q: 3 clusters Score -238871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -238872.656250 Penalty: 2570.345215
	Iteration 46Q: 3 clusters Score -238872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238873.468750 Penalty: 2570.345215
	Iteration 47Q: 3 clusters Score -238873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -238875.062500 Penalty: 2570.345215
	Iteration 48Q: 3 clusters Score -238875.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238875.609375 Penalty: 2570.345215
	Iteration 49Q: 3 clusters Score -238875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -238875.828125 Penalty: 2570.345215
	Iteration 50Q: 3 clusters Score -238875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -238876.156250 Penalty: 2570.345215
	Iteration 51Q: 3 clusters Score -238876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -238876.156250 Penalty: 2570.345215
	Iteration 52F: 3 clusters Score -238876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -681121.937500 Penalty: 1451.998779
	Iteration 0F: 2 clusters Score -681121.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -675514.500000 Penalty: 2903.997559
	Iteration 0F: 3 clusters Score -675514.5 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -677158.750000 Penalty: 2903.997559
	Iteration 1F: 3 clusters Score -677158.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -677355.875000 Penalty: 2903.997559
	Iteration 2F: 3 clusters Score -677355.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -677501.625000 Penalty: 2903.997559
	Iteration 3Q: 3 clusters Score -677501.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -677631.062500 Penalty: 2903.997559
	Iteration 4Q: 3 clusters Score -677631.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -677751.562500 Penalty: 2903.997559
	Iteration 5Q: 3 clusters Score -677751.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -677883.000000 Penalty: 2903.997559
	Iteration 6Q: 3 clusters Score -677883 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -678027.375000 Penalty: 2903.997559
	Iteration 7Q: 3 clusters Score -678027.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -678191.062500 Penalty: 2903.997559
	Iteration 8Q: 3 clusters Score -678191.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -678399.437500 Penalty: 2903.997559
	Iteration 9Q: 3 clusters Score -678399.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -678639.750000 Penalty: 2903.997559
	Iteration 10Q: 3 clusters Score -678639.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -678862.500000 Penalty: 2903.997559
	Iteration 11Q: 3 clusters Score -678862.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -679067.187500 Penalty: 2903.997559
	Iteration 12Q: 3 clusters Score -679067.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -679222.125000 Penalty: 2903.997559
	Iteration 13Q: 3 clusters Score -679222.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -679324.750000 Penalty: 2903.997559
	Iteration 14Q: 3 clusters Score -679324.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -679405.000000 Penalty: 2903.997559
	Iteration 15Q: 3 clusters Score -679405 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -679460.062500 Penalty: 2903.997559
	Iteration 16Q: 3 clusters Score -679460.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -679504.625000 Penalty: 2903.997559
	Iteration 17Q: 3 clusters Score -679504.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -679539.125000 Penalty: 2903.997559
	Iteration 18Q: 3 clusters Score -679539.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -679569.125000 Penalty: 2903.997559
	Iteration 19Q: 3 clusters Score -679569.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -679597.437500 Penalty: 2903.997559
	Iteration 20F: 3 clusters Score -679597.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -679630.312500 Penalty: 2903.997559
	Iteration 21Q: 3 clusters Score -679630.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -679659.187500 Penalty: 2903.997559
	Iteration 22Q: 3 clusters Score -679659.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -679689.000000 Penalty: 2903.997559
	Iteration 23Q: 3 clusters Score -679689 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -679717.437500 Penalty: 2903.997559
	Iteration 24Q: 3 clusters Score -679717.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -679738.062500 Penalty: 2903.997559
	Iteration 25Q: 3 clusters Score -679738.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -679758.187500 Penalty: 2903.997559
	Iteration 26Q: 3 clusters Score -679758.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -679774.750000 Penalty: 2903.997559
	Iteration 27Q: 3 clusters Score -679774.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -679784.125000 Penalty: 2903.997559
	Iteration 28Q: 3 clusters Score -679784.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -679790.125000 Penalty: 2903.997559
	Iteration 29Q: 3 clusters Score -679790.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -679796.187500 Penalty: 2903.997559
	Iteration 30Q: 3 clusters Score -679796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -679798.250000 Penalty: 2903.997559
	Iteration 31Q: 3 clusters Score -679798.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -679805.312500 Penalty: 2903.997559
	Iteration 32Q: 3 clusters Score -679805.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -679805.500000 Penalty: 2903.997559
	Iteration 33Q: 3 clusters Score -679805.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -679808.125000 Penalty: 2903.997559
	Iteration 34Q: 3 clusters Score -679808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -679810.625000 Penalty: 2903.997559
	Iteration 35Q: 3 clusters Score -679810.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -679813.125000 Penalty: 2903.997559
	Iteration 36Q: 3 clusters Score -679813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -679814.437500 Penalty: 2903.997559
	Iteration 37Q: 3 clusters Score -679814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -679816.562500 Penalty: 2903.997559
	Iteration 38Q: 3 clusters Score -679816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -679818.812500 Penalty: 2903.997559
	Iteration 39Q: 3 clusters Score -679818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -679819.750000 Penalty: 2903.997559
	Iteration 40F: 3 clusters Score -679819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -679821.062500 Penalty: 2903.997559
	Iteration 41Q: 3 clusters Score -679821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -679820.812500 Penalty: 2903.997559
	Iteration 42Q: 3 clusters Score -679820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -679822.562500 Penalty: 2903.997559
	Iteration 43Q: 3 clusters Score -679822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -679821.750000 Penalty: 2903.997559
	Iteration 44Q: 3 clusters Score -679821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -679823.125000 Penalty: 2903.997559
	Iteration 45Q: 3 clusters Score -679823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -679823.125000 Penalty: 2903.997559
	Iteration 46F: 3 clusters Score -679823.1 nChanged 0
--- Evaluating fit on full set of 1575176 points ---
Entering Unmasked Estep 
Score: -137109264.000000 Penalty: 39420.535156
21->18 Clusters: Score -137109264.000000, best is -137093696.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 525058 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 25053 members 
Mstep: Class 3 contains 25116 members 
Mstep: Class 4 contains 24943 members 
Mstep: Class 5 contains 24946 members 
Mstep: Class 6 contains 24974 members 
Mstep: Class 7 contains 24847 members 
Mstep: Class 8 contains 24916 members 
Mstep: Class 9 contains 24893 members 
Mstep: Class 10 contains 24813 members 
Mstep: Class 11 contains 25032 members 
Mstep: Class 12 contains 25073 members 
Mstep: Class 13 contains 24939 members 
Mstep: Class 14 contains 25159 members 
Mstep: Class 15 contains 24909 members 
Mstep: Class 16 contains 25044 members 
Mstep: Class 17 contains 25095 members 
Mstep: Class 18 contains 24998 members 
Mstep: Class 19 contains 25241 members 
Mstep: Class 20 contains 25174 members 
Mstep: Class 21 contains 25103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 487.684998 but Gain 2140.332031
Score: -43720904.000000 Penalty: 42806.605469
Iteration 0F: 21 clusters Score -4.37209e+07 nChanged 497495
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 34491 members 
Mstep: Class 3 contains 9830 members 
Mstep: Class 4 contains 40616 members 
Mstep: Class 5 contains 19108 members 
Mstep: Class 7 contains 25000 members 
Mstep: Class 8 contains 24102 members 
Mstep: Class 9 contains 20480 members 
Mstep: Class 10 contains 44651 members 
Mstep: Class 11 contains 23836 members 
Mstep: Class 12 contains 22713 members 
Mstep: Class 13 contains 12050 members 
Mstep: Class 14 contains 15321 members 
Mstep: Class 15 contains 55022 members 
Mstep: Class 16 contains 11160 members 
Mstep: Class 17 contains 10864 members 
Mstep: Class 18 contains 64686 members 
Mstep: Class 19 contains 29394 members 
Mstep: Class 20 contains 33781 members 
Mstep: Class 21 contains 14611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44866496.000000 Penalty: 42806.605469
Iteration 1F: 21 clusters Score -4.48665e+07 nChanged 186349
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 30703 members 
Mstep: Class 3 contains 6591 members 
Mstep: Class 4 contains 44977 members 
Mstep: Class 5 contains 15614 members 
Mstep: Class 7 contains 17951 members 
Mstep: Class 8 contains 16329 members 
Mstep: Class 9 contains 18823 members 
Mstep: Class 10 contains 62440 members 
Mstep: Class 11 contains 19496 members 
Mstep: Class 12 contains 15329 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 16254 members 
Mstep: Class 15 contains 62174 members 
Mstep: Class 16 contains 9878 members 
Mstep: Class 17 contains 12609 members 
Mstep: Class 18 contains 95284 members 
Mstep: Class 19 contains 21329 members 
Mstep: Class 20 contains 27708 members 
Mstep: Class 21 contains 13856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45139840.000000 Penalty: 42806.605469
Iteration 2F: 21 clusters Score -4.513984e+07 nChanged 132262
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 33221 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 44950 members 
Mstep: Class 5 contains 10279 members 
Mstep: Class 7 contains 15588 members 
Mstep: Class 8 contains 11761 members 
Mstep: Class 9 contains 13304 members 
Mstep: Class 10 contains 77614 members 
Mstep: Class 11 contains 15579 members 
Mstep: Class 12 contains 12922 members 
Mstep: Class 13 contains 5505 members 
Mstep: Class 14 contains 18583 members 
Mstep: Class 15 contains 58487 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 14661 members 
Mstep: Class 18 contains 121626 members 
Mstep: Class 19 contains 17821 members 
Mstep: Class 20 contains 19457 members 
Mstep: Class 21 contains 12405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45280520.000000 Penalty: 42806.605469
Iteration 3F: 21 clusters Score -4.528052e+07 nChanged 95908
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 42587 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 38699 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 7 contains 16139 members 
Mstep: Class 8 contains 8740 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 83830 members 
Mstep: Class 11 contains 14097 members 
Mstep: Class 12 contains 11258 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 19296 members 
Mstep: Class 15 contains 49105 members 
Mstep: Class 16 contains 9534 members 
Mstep: Class 17 contains 14766 members 
Mstep: Class 18 contains 145353 members 
Mstep: Class 19 contains 18225 members 
Mstep: Class 20 contains 14209 members 
Mstep: Class 21 contains 11021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1525.893066 but Gain 2140.328125
Score: -45368544.000000 Penalty: 40666.277344
Iteration 4F: 20 clusters Score -4.536854e+07 nChanged 80199
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 55572 members 
Mstep: Class 4 contains 28788 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 7 contains 16816 members 
Mstep: Class 8 contains 6045 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 10 contains 83994 members 
Mstep: Class 11 contains 13200 members 
Mstep: Class 12 contains 9082 members 
Mstep: Class 13 contains 4026 members 
Mstep: Class 14 contains 19408 members 
Mstep: Class 15 contains 38282 members 
Mstep: Class 16 contains 8972 members 
Mstep: Class 17 contains 14662 members 
Mstep: Class 18 contains 169946 members 
Mstep: Class 19 contains 18662 members 
Mstep: Class 20 contains 11445 members 
Mstep: Class 21 contains 9677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45441448.000000 Penalty: 40666.277344
Iteration 5F: 20 clusters Score -4.544145e+07 nChanged 69640
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 68699 members 
Mstep: Class 4 contains 17910 members 
Mstep: Class 5 contains 5246 members 
Mstep: Class 7 contains 17151 members 
Mstep: Class 8 contains 3813 members 
Mstep: Class 9 contains 4180 members 
Mstep: Class 10 contains 80616 members 
Mstep: Class 11 contains 11852 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 3380 members 
Mstep: Class 14 contains 19083 members 
Mstep: Class 15 contains 28077 members 
Mstep: Class 16 contains 8399 members 
Mstep: Class 17 contains 14691 members 
Mstep: Class 18 contains 195039 members 
Mstep: Class 19 contains 17530 members 
Mstep: Class 20 contains 9503 members 
Mstep: Class 21 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45507900.000000 Penalty: 40666.277344
Iteration 6F: 20 clusters Score -4.55079e+07 nChanged 59353
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 81317 members 
Mstep: Class 4 contains 9599 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 7 contains 17245 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 77686 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 12 contains 4390 members 
Mstep: Class 13 contains 2829 members 
Mstep: Class 14 contains 18514 members 
Mstep: Class 15 contains 20341 members 
Mstep: Class 16 contains 7798 members 
Mstep: Class 17 contains 14743 members 
Mstep: Class 18 contains 214290 members 
Mstep: Class 19 contains 15242 members 
Mstep: Class 20 contains 7694 members 
Mstep: Class 21 contains 5701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1353.909058 but Gain 2140.332031
Score: -45561156.000000 Penalty: 38525.945312
Iteration 7F: 19 clusters Score -4.556116e+07 nChanged 44963
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 92227 members 
Mstep: Class 4 contains 5399 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 7 contains 17095 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 76400 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 2802 members 
Mstep: Class 13 contains 2353 members 
Mstep: Class 14 contains 17704 members 
Mstep: Class 15 contains 16117 members 
Mstep: Class 16 contains 7308 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 224640 members 
Mstep: Class 19 contains 12757 members 
Mstep: Class 20 contains 6202 members 
Mstep: Class 21 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1769.172119 but Gain 2140.328125
Score: -45596392.000000 Penalty: 36385.617188
Iteration 8F: 18 clusters Score -4.559639e+07 nChanged 31696
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 100570 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 7 contains 16640 members 
Mstep: Class 9 contains 3808 members 
Mstep: Class 10 contains 74889 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 16845 members 
Mstep: Class 15 contains 14304 members 
Mstep: Class 16 contains 6885 members 
Mstep: Class 17 contains 14742 members 
Mstep: Class 18 contains 229932 members 
Mstep: Class 19 contains 10747 members 
Mstep: Class 20 contains 5237 members 
Mstep: Class 21 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1835.047241 but Gain 2140.332031
Score: -45617852.000000 Penalty: 34245.285156
Iteration 9F: 17 clusters Score -4.561785e+07 nChanged 23273
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 106561 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 7 contains 16029 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 73211 members 
Mstep: Class 11 contains 7350 members 
Mstep: Class 14 contains 15547 members 
Mstep: Class 15 contains 13501 members 
Mstep: Class 16 contains 6570 members 
Mstep: Class 17 contains 14705 members 
Mstep: Class 18 contains 233243 members 
Mstep: Class 19 contains 9322 members 
Mstep: Class 20 contains 4679 members 
Mstep: Class 21 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45631328.000000 Penalty: 34245.285156
Iteration 10Q: 17 clusters Score -4.563133e+07 nChanged 16984
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 110625 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 6289 members 
Mstep: Class 7 contains 15177 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 71418 members 
Mstep: Class 11 contains 6711 members 
Mstep: Class 14 contains 14382 members 
Mstep: Class 15 contains 13092 members 
Mstep: Class 16 contains 6189 members 
Mstep: Class 17 contains 14498 members 
Mstep: Class 18 contains 235329 members 
Mstep: Class 19 contains 8194 members 
Mstep: Class 20 contains 4240 members 
Mstep: Class 21 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45639128.000000 Penalty: 34245.285156
Iteration 11Q: 17 clusters Score -4.563913e+07 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 113732 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 7 contains 14344 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 69855 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 14 contains 13417 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 14319 members 
Mstep: Class 18 contains 236754 members 
Mstep: Class 19 contains 7518 members 
Mstep: Class 20 contains 3927 members 
Mstep: Class 21 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45644944.000000 Penalty: 34245.285156
Iteration 12Q: 17 clusters Score -4.564494e+07 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 116224 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 7 contains 13518 members 
Mstep: Class 9 contains 5704 members 
Mstep: Class 10 contains 68460 members 
Mstep: Class 11 contains 5890 members 
Mstep: Class 14 contains 12633 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 14180 members 
Mstep: Class 18 contains 237876 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45649272.000000 Penalty: 34245.285156
Iteration 13Q: 17 clusters Score -4.564927e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 118279 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 6993 members 
Mstep: Class 7 contains 12749 members 
Mstep: Class 9 contains 6091 members 
Mstep: Class 10 contains 67259 members 
Mstep: Class 11 contains 5639 members 
Mstep: Class 14 contains 11971 members 
Mstep: Class 15 contains 12627 members 
Mstep: Class 16 contains 5427 members 
Mstep: Class 17 contains 14051 members 
Mstep: Class 18 contains 238726 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 3485 members 
Mstep: Class 21 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45652280.000000 Penalty: 34245.285156
Iteration 14Q: 17 clusters Score -4.565228e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 120124 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 5 contains 7155 members 
Mstep: Class 7 contains 12002 members 
Mstep: Class 9 contains 6380 members 
Mstep: Class 10 contains 66247 members 
Mstep: Class 11 contains 5487 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 12545 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 13921 members 
Mstep: Class 18 contains 239434 members 
Mstep: Class 19 contains 6442 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45654852.000000 Penalty: 34245.285156
Iteration 15Q: 17 clusters Score -4.565485e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 121792 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 7287 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 9 contains 6630 members 
Mstep: Class 10 contains 65277 members 
Mstep: Class 11 contains 5382 members 
Mstep: Class 14 contains 10895 members 
Mstep: Class 15 contains 12445 members 
Mstep: Class 16 contains 5145 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 240151 members 
Mstep: Class 19 contains 6160 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45656864.000000 Penalty: 34245.285156
Iteration 16Q: 17 clusters Score -4.565686e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 123226 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 7404 members 
Mstep: Class 7 contains 10489 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 10 contains 64339 members 
Mstep: Class 11 contains 5311 members 
Mstep: Class 14 contains 10516 members 
Mstep: Class 15 contains 12339 members 
Mstep: Class 16 contains 5048 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 18 contains 240846 members 
Mstep: Class 19 contains 5892 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 2331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45658440.000000 Penalty: 34245.285156
Iteration 17Q: 17 clusters Score -4.565844e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 124554 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 7 contains 9843 members 
Mstep: Class 9 contains 6976 members 
Mstep: Class 10 contains 63425 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 14 contains 10202 members 
Mstep: Class 15 contains 12248 members 
Mstep: Class 16 contains 4956 members 
Mstep: Class 17 contains 13520 members 
Mstep: Class 18 contains 241571 members 
Mstep: Class 19 contains 5640 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45660000.000000 Penalty: 34245.285156
Iteration 18Q: 17 clusters Score -4.566e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 125841 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 7511 members 
Mstep: Class 7 contains 9270 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 62617 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 14 contains 9917 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 4861 members 
Mstep: Class 17 contains 13394 members 
Mstep: Class 18 contains 242244 members 
Mstep: Class 19 contains 5401 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45661252.000000 Penalty: 34245.285156
Iteration 19Q: 17 clusters Score -4.566125e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 127024 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7553 members 
Mstep: Class 7 contains 8691 members 
Mstep: Class 9 contains 7154 members 
Mstep: Class 10 contains 61830 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 14 contains 9707 members 
Mstep: Class 15 contains 11968 members 
Mstep: Class 16 contains 4788 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 242880 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 2909 members 
Mstep: Class 21 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45662272.000000 Penalty: 34245.285156
Iteration 20F: 17 clusters Score -4.566227e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 128109 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 7597 members 
Mstep: Class 7 contains 8156 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 10 contains 61066 members 
Mstep: Class 11 contains 5176 members 
Mstep: Class 14 contains 9533 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 4723 members 
Mstep: Class 17 contains 13200 members 
Mstep: Class 18 contains 243412 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45663052.000000 Penalty: 34245.285156
Iteration 21Q: 17 clusters Score -4.566305e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 129163 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 7618 members 
Mstep: Class 7 contains 7620 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 60338 members 
Mstep: Class 11 contains 5154 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 11655 members 
Mstep: Class 16 contains 4676 members 
Mstep: Class 17 contains 13069 members 
Mstep: Class 18 contains 243947 members 
Mstep: Class 19 contains 4833 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45664200.000000 Penalty: 34245.285156
Iteration 22Q: 17 clusters Score -4.56642e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 130135 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 7 contains 7174 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 59648 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 14 contains 9235 members 
Mstep: Class 15 contains 11426 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 12912 members 
Mstep: Class 18 contains 244468 members 
Mstep: Class 19 contains 4665 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45665488.000000 Penalty: 34245.285156
Iteration 23Q: 17 clusters Score -4.566549e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 131005 members 
Mstep: Class 4 contains 6041 members 
Mstep: Class 5 contains 7655 members 
Mstep: Class 7 contains 6731 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 10 contains 58950 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 11193 members 
Mstep: Class 16 contains 4701 members 
Mstep: Class 17 contains 12756 members 
Mstep: Class 18 contains 244964 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 2311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45666640.000000 Penalty: 34245.285156
Iteration 24Q: 17 clusters Score -4.566664e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 131981 members 
Mstep: Class 4 contains 6543 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 7 contains 6296 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 58254 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 14 contains 8930 members 
Mstep: Class 15 contains 10900 members 
Mstep: Class 16 contains 4728 members 
Mstep: Class 17 contains 12577 members 
Mstep: Class 18 contains 245440 members 
Mstep: Class 19 contains 4450 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45667524.000000 Penalty: 34245.285156
Iteration 25Q: 17 clusters Score -4.566752e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 132983 members 
Mstep: Class 4 contains 7027 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 7 contains 5871 members 
Mstep: Class 9 contains 7424 members 
Mstep: Class 10 contains 57584 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 14 contains 8770 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 4758 members 
Mstep: Class 17 contains 12429 members 
Mstep: Class 18 contains 245891 members 
Mstep: Class 19 contains 4381 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45668488.000000 Penalty: 34245.285156
Iteration 26Q: 17 clusters Score -4.566849e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 134001 members 
Mstep: Class 4 contains 7407 members 
Mstep: Class 5 contains 7654 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 9 contains 7449 members 
Mstep: Class 10 contains 56908 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 10264 members 
Mstep: Class 16 contains 4775 members 
Mstep: Class 17 contains 12305 members 
Mstep: Class 18 contains 246358 members 
Mstep: Class 19 contains 4342 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 2184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45669336.000000 Penalty: 34245.285156
Iteration 27Q: 17 clusters Score -4.566934e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 134992 members 
Mstep: Class 4 contains 7734 members 
Mstep: Class 5 contains 7650 members 
Mstep: Class 7 contains 5166 members 
Mstep: Class 9 contains 7462 members 
Mstep: Class 10 contains 56249 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 15 contains 9928 members 
Mstep: Class 16 contains 4806 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 246788 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 2164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45670096.000000 Penalty: 34245.285156
Iteration 28Q: 17 clusters Score -4.56701e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 136085 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 7642 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 9 contains 7469 members 
Mstep: Class 10 contains 55613 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 14 contains 8272 members 
Mstep: Class 15 contains 9572 members 
Mstep: Class 16 contains 4831 members 
Mstep: Class 17 contains 11968 members 
Mstep: Class 18 contains 247187 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45670828.000000 Penalty: 34245.285156
Iteration 29Q: 17 clusters Score -4.567083e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 137186 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 55028 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 14 contains 8160 members 
Mstep: Class 15 contains 9218 members 
Mstep: Class 16 contains 4843 members 
Mstep: Class 17 contains 11799 members 
Mstep: Class 18 contains 247547 members 
Mstep: Class 19 contains 4212 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45671372.000000 Penalty: 34245.285156
Iteration 30Q: 17 clusters Score -4.567137e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 138199 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 7647 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 54447 members 
Mstep: Class 11 contains 5046 members 
Mstep: Class 14 contains 8056 members 
Mstep: Class 15 contains 8896 members 
Mstep: Class 16 contains 4849 members 
Mstep: Class 17 contains 11630 members 
Mstep: Class 18 contains 247883 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 2131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45672204.000000 Penalty: 34245.285156
Iteration 31Q: 17 clusters Score -4.56722e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 139261 members 
Mstep: Class 4 contains 8532 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 7 contains 4051 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 53878 members 
Mstep: Class 11 contains 5047 members 
Mstep: Class 14 contains 7956 members 
Mstep: Class 15 contains 8548 members 
Mstep: Class 16 contains 4842 members 
Mstep: Class 17 contains 11481 members 
Mstep: Class 18 contains 248198 members 
Mstep: Class 19 contains 4098 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45672804.000000 Penalty: 34245.285156
Iteration 32Q: 17 clusters Score -4.56728e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 140131 members 
Mstep: Class 4 contains 8660 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 7 contains 3891 members 
Mstep: Class 9 contains 7441 members 
Mstep: Class 10 contains 53306 members 
Mstep: Class 11 contains 5056 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 4860 members 
Mstep: Class 17 contains 11325 members 
Mstep: Class 18 contains 248533 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45673196.000000 Penalty: 34245.285156
Iteration 33Q: 17 clusters Score -4.56732e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 140908 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 9 contains 7420 members 
Mstep: Class 10 contains 52768 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 14 contains 7747 members 
Mstep: Class 15 contains 7959 members 
Mstep: Class 16 contains 4877 members 
Mstep: Class 17 contains 11178 members 
Mstep: Class 18 contains 248860 members 
Mstep: Class 19 contains 4047 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45673592.000000 Penalty: 34245.285156
Iteration 34Q: 17 clusters Score -4.567359e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 141522 members 
Mstep: Class 4 contains 8892 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 9 contains 7411 members 
Mstep: Class 10 contains 52242 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 7752 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 18 contains 249209 members 
Mstep: Class 19 contains 4028 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 2122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45673800.000000 Penalty: 34245.285156
Iteration 35Q: 17 clusters Score -4.56738e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 141999 members 
Mstep: Class 4 contains 8978 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 9 contains 7417 members 
Mstep: Class 10 contains 51739 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 14 contains 7544 members 
Mstep: Class 15 contains 7533 members 
Mstep: Class 16 contains 4959 members 
Mstep: Class 17 contains 10839 members 
Mstep: Class 18 contains 249602 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674264.000000 Penalty: 34245.285156
Iteration 36Q: 17 clusters Score -4.567426e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 142447 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 7662 members 
Mstep: Class 7 contains 3706 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 10 contains 51253 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 14 contains 7464 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 4971 members 
Mstep: Class 17 contains 10681 members 
Mstep: Class 18 contains 249973 members 
Mstep: Class 19 contains 4015 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674596.000000 Penalty: 34245.285156
Iteration 37Q: 17 clusters Score -4.56746e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 142878 members 
Mstep: Class 4 contains 9104 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 7 contains 3721 members 
Mstep: Class 9 contains 7442 members 
Mstep: Class 10 contains 50745 members 
Mstep: Class 11 contains 5094 members 
Mstep: Class 14 contains 7394 members 
Mstep: Class 15 contains 7149 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 17 contains 10521 members 
Mstep: Class 18 contains 250392 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674724.000000 Penalty: 34245.285156
Iteration 38Q: 17 clusters Score -4.567472e+07 nChanged 1668
Entering ConstructFrom: 
Score: -45674724.000000 Penalty: 34245.285156
Entering ConstructFrom: 
Trying to split cluster 1 (9214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Entering Unmasked Estep 
Score: -817620.125000 Penalty: 1483.377808
	Iteration 0F: 2 clusters Score -817620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -810935.750000 Penalty: 2966.755615
	Iteration 0F: 3 clusters Score -810935.8 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -813084.062500 Penalty: 2966.755615
	Iteration 1F: 3 clusters Score -813084.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -813441.437500 Penalty: 2966.755615
	Iteration 2F: 3 clusters Score -813441.4 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -813772.375000 Penalty: 2966.755615
	Iteration 3F: 3 clusters Score -813772.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -814144.062500 Penalty: 2966.755615
	Iteration 4F: 3 clusters Score -814144.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -814544.875000 Penalty: 2966.755615
	Iteration 5F: 3 clusters Score -814544.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -814938.687500 Penalty: 2966.755615
	Iteration 6F: 3 clusters Score -814938.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -815295.125000 Penalty: 2966.755615
	Iteration 7Q: 3 clusters Score -815295.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -815611.500000 Penalty: 2966.755615
	Iteration 8Q: 3 clusters Score -815611.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -815832.625000 Penalty: 2966.755615
	Iteration 9Q: 3 clusters Score -815832.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -815972.062500 Penalty: 2966.755615
	Iteration 10Q: 3 clusters Score -815972.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -816065.000000 Penalty: 2966.755615
	Iteration 11Q: 3 clusters Score -816065 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -816132.375000 Penalty: 2966.755615
	Iteration 12Q: 3 clusters Score -816132.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -816182.437500 Penalty: 2966.755615
	Iteration 13Q: 3 clusters Score -816182.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -816208.250000 Penalty: 2966.755615
	Iteration 14Q: 3 clusters Score -816208.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -816225.750000 Penalty: 2966.755615
	Iteration 15Q: 3 clusters Score -816225.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -816241.687500 Penalty: 2966.755615
	Iteration 16Q: 3 clusters Score -816241.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -816256.562500 Penalty: 2966.755615
	Iteration 17Q: 3 clusters Score -816256.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -816278.312500 Penalty: 2966.755615
	Iteration 18Q: 3 clusters Score -816278.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -816294.375000 Penalty: 2966.755615
	Iteration 19Q: 3 clusters Score -816294.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -816304.562500 Penalty: 2966.755615
	Iteration 20F: 3 clusters Score -816304.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -816313.687500 Penalty: 2966.755615
	Iteration 21Q: 3 clusters Score -816313.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -816319.062500 Penalty: 2966.755615
	Iteration 22Q: 3 clusters Score -816319.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -816323.812500 Penalty: 2966.755615
	Iteration 23Q: 3 clusters Score -816323.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -816334.187500 Penalty: 2966.755615
	Iteration 24Q: 3 clusters Score -816334.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -816339.125000 Penalty: 2966.755615
	Iteration 25Q: 3 clusters Score -816339.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -816343.937500 Penalty: 2966.755615
	Iteration 26Q: 3 clusters Score -816343.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -816346.250000 Penalty: 2966.755615
	Iteration 27Q: 3 clusters Score -816346.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -816351.812500 Penalty: 2966.755615
	Iteration 28Q: 3 clusters Score -816351.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -816358.062500 Penalty: 2966.755615
	Iteration 29Q: 3 clusters Score -816358.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -816366.562500 Penalty: 2966.755615
	Iteration 30Q: 3 clusters Score -816366.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -816373.125000 Penalty: 2966.755615
	Iteration 31Q: 3 clusters Score -816373.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -816378.375000 Penalty: 2966.755615
	Iteration 32Q: 3 clusters Score -816378.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -816381.312500 Penalty: 2966.755615
	Iteration 33Q: 3 clusters Score -816381.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -816386.875000 Penalty: 2966.755615
	Iteration 34Q: 3 clusters Score -816386.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -816394.000000 Penalty: 2966.755615
	Iteration 35Q: 3 clusters Score -816394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -816398.375000 Penalty: 2966.755615
	Iteration 36Q: 3 clusters Score -816398.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -816406.750000 Penalty: 2966.755615
	Iteration 37Q: 3 clusters Score -816406.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -816415.437500 Penalty: 2966.755615
	Iteration 38Q: 3 clusters Score -816415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -816419.750000 Penalty: 2966.755615
	Iteration 39Q: 3 clusters Score -816419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -816421.625000 Penalty: 2966.755615
	Iteration 40F: 3 clusters Score -816421.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -816428.375000 Penalty: 2966.755615
	Iteration 41Q: 3 clusters Score -816428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -816432.125000 Penalty: 2966.755615
	Iteration 42Q: 3 clusters Score -816432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -816432.375000 Penalty: 2966.755615
	Iteration 43Q: 3 clusters Score -816432.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -816435.062500 Penalty: 2966.755615
	Iteration 44Q: 3 clusters Score -816435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -816437.312500 Penalty: 2966.755615
	Iteration 45Q: 3 clusters Score -816437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -816438.687500 Penalty: 2966.755615
	Iteration 46Q: 3 clusters Score -816438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -816440.125000 Penalty: 2966.755615
	Iteration 47Q: 3 clusters Score -816440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -816442.375000 Penalty: 2966.755615
	Iteration 48Q: 3 clusters Score -816442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -816443.312500 Penalty: 2966.755615
	Iteration 49Q: 3 clusters Score -816443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -816446.000000 Penalty: 2966.755615
	Iteration 50Q: 3 clusters Score -816446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -816449.750000 Penalty: 2966.755615
	Iteration 51Q: 3 clusters Score -816449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -816452.562500 Penalty: 2966.755615
	Iteration 52Q: 3 clusters Score -816452.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -816458.125000 Penalty: 2966.755615
	Iteration 53Q: 3 clusters Score -816458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -816460.187500 Penalty: 2966.755615
	Iteration 54Q: 3 clusters Score -816460.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -816462.750000 Penalty: 2966.755615
	Iteration 55Q: 3 clusters Score -816462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -816468.375000 Penalty: 2966.755615
	Iteration 56Q: 3 clusters Score -816468.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -816475.125000 Penalty: 2966.755615
	Iteration 57Q: 3 clusters Score -816475.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -816480.187500 Penalty: 2966.755615
	Iteration 58Q: 3 clusters Score -816480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -816480.937500 Penalty: 2966.755615
	Iteration 59Q: 3 clusters Score -816480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -816482.562500 Penalty: 2966.755615
	Iteration 60F: 3 clusters Score -816482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -816487.500000 Penalty: 2966.755615
	Iteration 61Q: 3 clusters Score -816487.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -816489.750000 Penalty: 2966.755615
	Iteration 62Q: 3 clusters Score -816489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -816490.125000 Penalty: 2966.755615
	Iteration 63Q: 3 clusters Score -816490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -816493.812500 Penalty: 2966.755615
	Iteration 64Q: 3 clusters Score -816493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -816493.625000 Penalty: 2966.755615
	Iteration 65Q: 3 clusters Score -816493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -816494.062500 Penalty: 2966.755615
	Iteration 66Q: 3 clusters Score -816494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -816494.375000 Penalty: 2966.755615
	Iteration 67Q: 3 clusters Score -816494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -816494.750000 Penalty: 2966.755615
	Iteration 68Q: 3 clusters Score -816494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -816498.125000 Penalty: 2966.755615
	Iteration 69Q: 3 clusters Score -816498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -816499.312500 Penalty: 2966.755615
	Iteration 70Q: 3 clusters Score -816499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -816500.062500 Penalty: 2966.755615
	Iteration 71Q: 3 clusters Score -816500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -816501.750000 Penalty: 2966.755615
	Iteration 72Q: 3 clusters Score -816501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -816503.375000 Penalty: 2966.755615
	Iteration 73Q: 3 clusters Score -816503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -816505.750000 Penalty: 2966.755615
	Iteration 74Q: 3 clusters Score -816505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -816507.437500 Penalty: 2966.755615
	Iteration 75Q: 3 clusters Score -816507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -816507.937500 Penalty: 2966.755615
	Iteration 76Q: 3 clusters Score -816507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -816507.500000 Penalty: 2966.755615
	Iteration 77Q: 3 clusters Score -816507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -816508.750000 Penalty: 2966.755615
	Iteration 78Q: 3 clusters Score -816508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -816508.750000 Penalty: 2966.755615
	Iteration 79F: 3 clusters Score -816508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (143236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143236 members 
Entering Unmasked Estep 
Score: -12385178.000000 Penalty: 1929.240356
	Iteration 0F: 2 clusters Score -1.238518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -12289262.000000 Penalty: 3858.480713
	Iteration 0F: 3 clusters Score -1.228926e+07 nChanged 68826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -12329683.000000 Penalty: 3858.480713
	Iteration 1F: 3 clusters Score -1.232968e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -12330787.000000 Penalty: 3858.480713
	Iteration 2Q: 3 clusters Score -1.233079e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -12332273.000000 Penalty: 3858.480713
	Iteration 3Q: 3 clusters Score -1.233227e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 82900 members 
Entering Unmasked Estep 
Score: -12334483.000000 Penalty: 3858.480713
	Iteration 4Q: 3 clusters Score -1.233448e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -12338185.000000 Penalty: 3858.480713
	Iteration 5F: 3 clusters Score -1.233818e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -12344183.000000 Penalty: 3858.480713
	Iteration 6F: 3 clusters Score -1.234418e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -12353040.000000 Penalty: 3858.480713
	Iteration 7F: 3 clusters Score -1.235304e+07 nChanged 10799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -12362810.000000 Penalty: 3858.480713
	Iteration 8F: 3 clusters Score -1.236281e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -12371347.000000 Penalty: 3858.480713
	Iteration 9F: 3 clusters Score -1.237135e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -12377256.000000 Penalty: 3858.480713
	Iteration 10Q: 3 clusters Score -1.237726e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 133766 members 
Entering Unmasked Estep 
Score: -12380543.000000 Penalty: 3858.480713
	Iteration 11Q: 3 clusters Score -1.238054e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 135997 members 
Entering Unmasked Estep 
Score: -12382579.000000 Penalty: 3858.480713
	Iteration 12Q: 3 clusters Score -1.238258e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 137382 members 
Entering Unmasked Estep 
Score: -12383779.000000 Penalty: 3858.480713
	Iteration 13Q: 3 clusters Score -1.238378e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -12384534.000000 Penalty: 3858.480713
	Iteration 14Q: 3 clusters Score -1.238453e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 138826 members 
Entering Unmasked Estep 
Score: -12384971.000000 Penalty: 3858.480713
	Iteration 15Q: 3 clusters Score -1.238497e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 139201 members 
Entering Unmasked Estep 
Score: -12385259.000000 Penalty: 3858.480713
	Iteration 16Q: 3 clusters Score -1.238526e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 139442 members 
Entering Unmasked Estep 
Score: -12385402.000000 Penalty: 3858.480713
	Iteration 17Q: 3 clusters Score -1.23854e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 139615 members 
Entering Unmasked Estep 
Score: -12385515.000000 Penalty: 3858.480713
	Iteration 18Q: 3 clusters Score -1.238552e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 139746 members 
Entering Unmasked Estep 
Score: -12385584.000000 Penalty: 3858.480713
	Iteration 19Q: 3 clusters Score -1.238558e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 139819 members 
Entering Unmasked Estep 
Score: -12385591.000000 Penalty: 3858.480713
	Iteration 20F: 3 clusters Score -1.238559e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 139869 members 
Entering Unmasked Estep 
Score: -12385589.000000 Penalty: 3858.480713
	Iteration 21Q: 3 clusters Score -1.238559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 139913 members 
Entering Unmasked Estep 
Score: -12385605.000000 Penalty: 3858.480713
	Iteration 22Q: 3 clusters Score -1.23856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 139941 members 
Entering Unmasked Estep 
Score: -12385607.000000 Penalty: 3858.480713
	Iteration 23Q: 3 clusters Score -1.238561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -12385627.000000 Penalty: 3858.480713
	Iteration 24Q: 3 clusters Score -1.238563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -12385623.000000 Penalty: 3858.480713
	Iteration 25Q: 3 clusters Score -1.238562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 140000 members 
Entering Unmasked Estep 
Score: -12385631.000000 Penalty: 3858.480713
	Iteration 26Q: 3 clusters Score -1.238563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -12385636.000000 Penalty: 3858.480713
	Iteration 27Q: 3 clusters Score -1.238564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 140015 members 
Entering Unmasked Estep 
Score: -12385648.000000 Penalty: 3858.480713
	Iteration 28Q: 3 clusters Score -1.238565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 140022 members 
Entering Unmasked Estep 
Score: -12385658.000000 Penalty: 3858.480713
	Iteration 29Q: 3 clusters Score -1.238566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -12385658.000000 Penalty: 3858.480713
	Iteration 30Q: 3 clusters Score -1.238566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 140031 members 
Entering Unmasked Estep 
Score: -12385657.000000 Penalty: 3858.480713
	Iteration 31Q: 3 clusters Score -1.238566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 140034 members 
Entering Unmasked Estep 
Score: -12385661.000000 Penalty: 3858.480713
	Iteration 32Q: 3 clusters Score -1.238566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -12385659.000000 Penalty: 3858.480713
	Iteration 33Q: 3 clusters Score -1.238566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -12385657.000000 Penalty: 3858.480713
	Iteration 34Q: 3 clusters Score -1.238566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -12385653.000000 Penalty: 3858.480713
	Iteration 35Q: 3 clusters Score -1.238565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -12385655.000000 Penalty: 3858.480713
	Iteration 36Q: 3 clusters Score -1.238566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -12385655.000000 Penalty: 3858.480713
	Iteration 37F: 3 clusters Score -1.238566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 140037 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 50255 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 250793 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2119 members 
Entering Unmasked Estep 
Score: -45674856.000000 Penalty: 36385.617188
Splitting cluster 2 changes total score from -45674724.000000 to -45674856.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -818122.937500 Penalty: 1482.475952
	Iteration 0F: 2 clusters Score -818122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -811466.437500 Penalty: 2964.951904
	Iteration 0F: 3 clusters Score -811466.4 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -813553.000000 Penalty: 2964.951904
	Iteration 1F: 3 clusters Score -813553 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -813792.500000 Penalty: 2964.951904
	Iteration 2F: 3 clusters Score -813792.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -813966.687500 Penalty: 2964.951904
	Iteration 3Q: 3 clusters Score -813966.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -814123.312500 Penalty: 2964.951904
	Iteration 4Q: 3 clusters Score -814123.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -814244.750000 Penalty: 2964.951904
	Iteration 5Q: 3 clusters Score -814244.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -814371.312500 Penalty: 2964.951904
	Iteration 6Q: 3 clusters Score -814371.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -814494.187500 Penalty: 2964.951904
	Iteration 7Q: 3 clusters Score -814494.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -814622.562500 Penalty: 2964.951904
	Iteration 8Q: 3 clusters Score -814622.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -814767.000000 Penalty: 2964.951904
	Iteration 9Q: 3 clusters Score -814767 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -814927.312500 Penalty: 2964.951904
	Iteration 10Q: 3 clusters Score -814927.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -815122.687500 Penalty: 2964.951904
	Iteration 11Q: 3 clusters Score -815122.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -815359.750000 Penalty: 2964.951904
	Iteration 12Q: 3 clusters Score -815359.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -815649.687500 Penalty: 2964.951904
	Iteration 13Q: 3 clusters Score -815649.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -815914.125000 Penalty: 2964.951904
	Iteration 14Q: 3 clusters Score -815914.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -816155.875000 Penalty: 2964.951904
	Iteration 15Q: 3 clusters Score -816155.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -816342.125000 Penalty: 2964.951904
	Iteration 16Q: 3 clusters Score -816342.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -816483.687500 Penalty: 2964.951904
	Iteration 17Q: 3 clusters Score -816483.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -816550.312500 Penalty: 2964.951904
	Iteration 18Q: 3 clusters Score -816550.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -816600.750000 Penalty: 2964.951904
	Iteration 19Q: 3 clusters Score -816600.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -816636.062500 Penalty: 2964.951904
	Iteration 20F: 3 clusters Score -816636.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -816660.562500 Penalty: 2964.951904
	Iteration 21Q: 3 clusters Score -816660.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -816680.375000 Penalty: 2964.951904
	Iteration 22Q: 3 clusters Score -816680.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -816702.062500 Penalty: 2964.951904
	Iteration 23Q: 3 clusters Score -816702.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -816721.500000 Penalty: 2964.951904
	Iteration 24Q: 3 clusters Score -816721.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -816745.000000 Penalty: 2964.951904
	Iteration 25Q: 3 clusters Score -816745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -816757.875000 Penalty: 2964.951904
	Iteration 26Q: 3 clusters Score -816757.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -816764.625000 Penalty: 2964.951904
	Iteration 27Q: 3 clusters Score -816764.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -816775.125000 Penalty: 2964.951904
	Iteration 28Q: 3 clusters Score -816775.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -816780.250000 Penalty: 2964.951904
	Iteration 29Q: 3 clusters Score -816780.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -816785.375000 Penalty: 2964.951904
	Iteration 30Q: 3 clusters Score -816785.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -816788.125000 Penalty: 2964.951904
	Iteration 31Q: 3 clusters Score -816788.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -816791.250000 Penalty: 2964.951904
	Iteration 32Q: 3 clusters Score -816791.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -816796.187500 Penalty: 2964.951904
	Iteration 33Q: 3 clusters Score -816796.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -816805.812500 Penalty: 2964.951904
	Iteration 34Q: 3 clusters Score -816805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -816811.000000 Penalty: 2964.951904
	Iteration 35Q: 3 clusters Score -816811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -816815.000000 Penalty: 2964.951904
	Iteration 36Q: 3 clusters Score -816815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -816823.687500 Penalty: 2964.951904
	Iteration 37Q: 3 clusters Score -816823.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -816830.375000 Penalty: 2964.951904
	Iteration 38Q: 3 clusters Score -816830.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -816837.437500 Penalty: 2964.951904
	Iteration 39Q: 3 clusters Score -816837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -816840.812500 Penalty: 2964.951904
	Iteration 40F: 3 clusters Score -816840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -816842.437500 Penalty: 2964.951904
	Iteration 41Q: 3 clusters Score -816842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -816843.312500 Penalty: 2964.951904
	Iteration 42Q: 3 clusters Score -816843.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -816844.875000 Penalty: 2964.951904
	Iteration 43Q: 3 clusters Score -816844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -816845.000000 Penalty: 2964.951904
	Iteration 44Q: 3 clusters Score -816845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -816845.000000 Penalty: 2964.951904
	Iteration 45F: 3 clusters Score -816845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Entering Unmasked Estep 
Score: -685363.500000 Penalty: 1453.277344
	Iteration 0F: 2 clusters Score -685363.5 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 3812 members 
Entering Unmasked Estep 
Score: -679654.562500 Penalty: 2906.554688
	Iteration 0F: 3 clusters Score -679654.6 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -681496.312500 Penalty: 2906.554688
	Iteration 1F: 3 clusters Score -681496.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -681708.875000 Penalty: 2906.554688
	Iteration 2F: 3 clusters Score -681708.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -681877.187500 Penalty: 2906.554688
	Iteration 3Q: 3 clusters Score -681877.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -682028.062500 Penalty: 2906.554688
	Iteration 4Q: 3 clusters Score -682028.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -682166.312500 Penalty: 2906.554688
	Iteration 5Q: 3 clusters Score -682166.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -682283.312500 Penalty: 2906.554688
	Iteration 6Q: 3 clusters Score -682283.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -682381.062500 Penalty: 2906.554688
	Iteration 7Q: 3 clusters Score -682381.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -682474.750000 Penalty: 2906.554688
	Iteration 8Q: 3 clusters Score -682474.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -682593.500000 Penalty: 2906.554688
	Iteration 9Q: 3 clusters Score -682593.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -682712.000000 Penalty: 2906.554688
	Iteration 10Q: 3 clusters Score -682712 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -682837.687500 Penalty: 2906.554688
	Iteration 11Q: 3 clusters Score -682837.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -682950.875000 Penalty: 2906.554688
	Iteration 12Q: 3 clusters Score -682950.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -683053.437500 Penalty: 2906.554688
	Iteration 13Q: 3 clusters Score -683053.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -683133.000000 Penalty: 2906.554688
	Iteration 14Q: 3 clusters Score -683133 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -683186.062500 Penalty: 2906.554688
	Iteration 15Q: 3 clusters Score -683186.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -683222.500000 Penalty: 2906.554688
	Iteration 16Q: 3 clusters Score -683222.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -683254.875000 Penalty: 2906.554688
	Iteration 17Q: 3 clusters Score -683254.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -683288.312500 Penalty: 2906.554688
	Iteration 18Q: 3 clusters Score -683288.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -683325.500000 Penalty: 2906.554688
	Iteration 19Q: 3 clusters Score -683325.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -683353.062500 Penalty: 2906.554688
	Iteration 20F: 3 clusters Score -683353.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -683383.750000 Penalty: 2906.554688
	Iteration 21Q: 3 clusters Score -683383.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -683408.500000 Penalty: 2906.554688
	Iteration 22Q: 3 clusters Score -683408.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -683430.000000 Penalty: 2906.554688
	Iteration 23Q: 3 clusters Score -683430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -683458.000000 Penalty: 2906.554688
	Iteration 24Q: 3 clusters Score -683458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -683491.000000 Penalty: 2906.554688
	Iteration 25Q: 3 clusters Score -683491 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -683523.250000 Penalty: 2906.554688
	Iteration 26Q: 3 clusters Score -683523.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -683559.625000 Penalty: 2906.554688
	Iteration 27Q: 3 clusters Score -683559.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -683587.562500 Penalty: 2906.554688
	Iteration 28Q: 3 clusters Score -683587.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -683616.500000 Penalty: 2906.554688
	Iteration 29Q: 3 clusters Score -683616.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -683646.687500 Penalty: 2906.554688
	Iteration 30Q: 3 clusters Score -683646.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -683679.562500 Penalty: 2906.554688
	Iteration 31Q: 3 clusters Score -683679.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -683711.062500 Penalty: 2906.554688
	Iteration 32Q: 3 clusters Score -683711.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -683740.125000 Penalty: 2906.554688
	Iteration 33Q: 3 clusters Score -683740.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -683768.250000 Penalty: 2906.554688
	Iteration 34Q: 3 clusters Score -683768.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -683796.250000 Penalty: 2906.554688
	Iteration 35Q: 3 clusters Score -683796.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -683825.500000 Penalty: 2906.554688
	Iteration 36Q: 3 clusters Score -683825.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -683866.125000 Penalty: 2906.554688
	Iteration 37Q: 3 clusters Score -683866.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -683901.187500 Penalty: 2906.554688
	Iteration 38Q: 3 clusters Score -683901.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -683930.562500 Penalty: 2906.554688
	Iteration 39Q: 3 clusters Score -683930.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -683956.687500 Penalty: 2906.554688
	Iteration 40F: 3 clusters Score -683956.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -683978.750000 Penalty: 2906.554688
	Iteration 41Q: 3 clusters Score -683978.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -684001.062500 Penalty: 2906.554688
	Iteration 42Q: 3 clusters Score -684001.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -684023.500000 Penalty: 2906.554688
	Iteration 43Q: 3 clusters Score -684023.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -684034.625000 Penalty: 2906.554688
	Iteration 44Q: 3 clusters Score -684034.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -684046.937500 Penalty: 2906.554688
	Iteration 45Q: 3 clusters Score -684046.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -684057.125000 Penalty: 2906.554688
	Iteration 46Q: 3 clusters Score -684057.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -684068.875000 Penalty: 2906.554688
	Iteration 47Q: 3 clusters Score -684068.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -684078.312500 Penalty: 2906.554688
	Iteration 48Q: 3 clusters Score -684078.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -684086.437500 Penalty: 2906.554688
	Iteration 49Q: 3 clusters Score -684086.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -684091.000000 Penalty: 2906.554688
	Iteration 50Q: 3 clusters Score -684091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -684094.875000 Penalty: 2906.554688
	Iteration 51Q: 3 clusters Score -684094.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -684096.125000 Penalty: 2906.554688
	Iteration 52Q: 3 clusters Score -684096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -684097.937500 Penalty: 2906.554688
	Iteration 53Q: 3 clusters Score -684097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -684098.625000 Penalty: 2906.554688
	Iteration 54Q: 3 clusters Score -684098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -684101.000000 Penalty: 2906.554688
	Iteration 55Q: 3 clusters Score -684101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -684101.500000 Penalty: 2906.554688
	Iteration 56Q: 3 clusters Score -684101.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -684102.437500 Penalty: 2906.554688
	Iteration 57Q: 3 clusters Score -684102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -684103.937500 Penalty: 2906.554688
	Iteration 58Q: 3 clusters Score -684103.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -684106.187500 Penalty: 2906.554688
	Iteration 59Q: 3 clusters Score -684106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -684105.812500 Penalty: 2906.554688
	Iteration 60F: 3 clusters Score -684105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -684111.000000 Penalty: 2906.554688
	Iteration 61Q: 3 clusters Score -684111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -684111.500000 Penalty: 2906.554688
	Iteration 62Q: 3 clusters Score -684111.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -684115.250000 Penalty: 2906.554688
	Iteration 63Q: 3 clusters Score -684115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -684117.062500 Penalty: 2906.554688
	Iteration 64Q: 3 clusters Score -684117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -684117.062500 Penalty: 2906.554688
	Iteration 65Q: 3 clusters Score -684117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -684117.437500 Penalty: 2906.554688
	Iteration 66Q: 3 clusters Score -684117.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -684117.437500 Penalty: 2906.554688
	Iteration 67F: 3 clusters Score -684117.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -329967.406250 Penalty: 1338.116821
	Iteration 0F: 2 clusters Score -329967.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -326767.187500 Penalty: 2676.233643
	Iteration 0F: 3 clusters Score -326767.2 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -327542.000000 Penalty: 2676.233643
	Iteration 1F: 3 clusters Score -327542 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -327681.125000 Penalty: 2676.233643
	Iteration 2F: 3 clusters Score -327681.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -327759.906250 Penalty: 2676.233643
	Iteration 3Q: 3 clusters Score -327759.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -327804.812500 Penalty: 2676.233643
	Iteration 4Q: 3 clusters Score -327804.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -327835.500000 Penalty: 2676.233643
	Iteration 5Q: 3 clusters Score -327835.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -327863.593750 Penalty: 2676.233643
	Iteration 6Q: 3 clusters Score -327863.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -327884.625000 Penalty: 2676.233643
	Iteration 7Q: 3 clusters Score -327884.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -327906.562500 Penalty: 2676.233643
	Iteration 8Q: 3 clusters Score -327906.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -327931.031250 Penalty: 2676.233643
	Iteration 9Q: 3 clusters Score -327931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -327953.343750 Penalty: 2676.233643
	Iteration 10Q: 3 clusters Score -327953.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -327975.062500 Penalty: 2676.233643
	Iteration 11Q: 3 clusters Score -327975.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -328000.281250 Penalty: 2676.233643
	Iteration 12Q: 3 clusters Score -328000.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -328033.218750 Penalty: 2676.233643
	Iteration 13Q: 3 clusters Score -328033.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -328071.562500 Penalty: 2676.233643
	Iteration 14Q: 3 clusters Score -328071.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -328131.968750 Penalty: 2676.233643
	Iteration 15Q: 3 clusters Score -328132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -328199.468750 Penalty: 2676.233643
	Iteration 16Q: 3 clusters Score -328199.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -328279.812500 Penalty: 2676.233643
	Iteration 17Q: 3 clusters Score -328279.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -328352.812500 Penalty: 2676.233643
	Iteration 18Q: 3 clusters Score -328352.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -328412.750000 Penalty: 2676.233643
	Iteration 19Q: 3 clusters Score -328412.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -328472.718750 Penalty: 2676.233643
	Iteration 20F: 3 clusters Score -328472.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -328544.781250 Penalty: 2676.233643
	Iteration 21Q: 3 clusters Score -328544.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -328592.250000 Penalty: 2676.233643
	Iteration 22Q: 3 clusters Score -328592.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -328630.156250 Penalty: 2676.233643
	Iteration 23Q: 3 clusters Score -328630.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -328657.906250 Penalty: 2676.233643
	Iteration 24Q: 3 clusters Score -328657.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -328684.437500 Penalty: 2676.233643
	Iteration 25Q: 3 clusters Score -328684.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -328701.500000 Penalty: 2676.233643
	Iteration 26Q: 3 clusters Score -328701.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -328715.312500 Penalty: 2676.233643
	Iteration 27Q: 3 clusters Score -328715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -328723.437500 Penalty: 2676.233643
	Iteration 28Q: 3 clusters Score -328723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -328728.156250 Penalty: 2676.233643
	Iteration 29Q: 3 clusters Score -328728.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -328738.281250 Penalty: 2676.233643
	Iteration 30Q: 3 clusters Score -328738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -328748.625000 Penalty: 2676.233643
	Iteration 31Q: 3 clusters Score -328748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -328754.000000 Penalty: 2676.233643
	Iteration 32Q: 3 clusters Score -328754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -328761.218750 Penalty: 2676.233643
	Iteration 33Q: 3 clusters Score -328761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -328766.843750 Penalty: 2676.233643
	Iteration 34Q: 3 clusters Score -328766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -328770.937500 Penalty: 2676.233643
	Iteration 35Q: 3 clusters Score -328770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -328776.343750 Penalty: 2676.233643
	Iteration 36Q: 3 clusters Score -328776.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -328780.000000 Penalty: 2676.233643
	Iteration 37Q: 3 clusters Score -328780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -328780.750000 Penalty: 2676.233643
	Iteration 38Q: 3 clusters Score -328780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -328781.406250 Penalty: 2676.233643
	Iteration 39Q: 3 clusters Score -328781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -328781.406250 Penalty: 2676.233643
	Iteration 40F: 3 clusters Score -328781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Entering Unmasked Estep 
Score: -671124.812500 Penalty: 1448.801392
	Iteration 0F: 2 clusters Score -671124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -665605.812500 Penalty: 2897.602783
	Iteration 0F: 3 clusters Score -665605.8 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -667250.312500 Penalty: 2897.602783
	Iteration 1F: 3 clusters Score -667250.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -667414.125000 Penalty: 2897.602783
	Iteration 2F: 3 clusters Score -667414.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -667539.187500 Penalty: 2897.602783
	Iteration 3Q: 3 clusters Score -667539.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -667652.375000 Penalty: 2897.602783
	Iteration 4Q: 3 clusters Score -667652.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -667752.187500 Penalty: 2897.602783
	Iteration 5Q: 3 clusters Score -667752.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -667843.937500 Penalty: 2897.602783
	Iteration 6Q: 3 clusters Score -667843.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -667929.437500 Penalty: 2897.602783
	Iteration 7Q: 3 clusters Score -667929.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -668020.187500 Penalty: 2897.602783
	Iteration 8Q: 3 clusters Score -668020.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -668110.687500 Penalty: 2897.602783
	Iteration 9Q: 3 clusters Score -668110.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -668207.250000 Penalty: 2897.602783
	Iteration 10Q: 3 clusters Score -668207.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -668313.312500 Penalty: 2897.602783
	Iteration 11Q: 3 clusters Score -668313.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -668437.375000 Penalty: 2897.602783
	Iteration 12Q: 3 clusters Score -668437.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -668574.187500 Penalty: 2897.602783
	Iteration 13Q: 3 clusters Score -668574.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -668718.812500 Penalty: 2897.602783
	Iteration 14Q: 3 clusters Score -668718.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -668857.562500 Penalty: 2897.602783
	Iteration 15Q: 3 clusters Score -668857.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -669028.687500 Penalty: 2897.602783
	Iteration 16Q: 3 clusters Score -669028.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -669201.437500 Penalty: 2897.602783
	Iteration 17Q: 3 clusters Score -669201.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -669358.125000 Penalty: 2897.602783
	Iteration 18Q: 3 clusters Score -669358.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -669465.937500 Penalty: 2897.602783
	Iteration 19Q: 3 clusters Score -669465.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -669550.812500 Penalty: 2897.602783
	Iteration 20F: 3 clusters Score -669550.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -669628.500000 Penalty: 2897.602783
	Iteration 21Q: 3 clusters Score -669628.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -669690.812500 Penalty: 2897.602783
	Iteration 22Q: 3 clusters Score -669690.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -669741.750000 Penalty: 2897.602783
	Iteration 23Q: 3 clusters Score -669741.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -669774.562500 Penalty: 2897.602783
	Iteration 24Q: 3 clusters Score -669774.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -669801.937500 Penalty: 2897.602783
	Iteration 25Q: 3 clusters Score -669801.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -669828.312500 Penalty: 2897.602783
	Iteration 26Q: 3 clusters Score -669828.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -669848.375000 Penalty: 2897.602783
	Iteration 27Q: 3 clusters Score -669848.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -669863.187500 Penalty: 2897.602783
	Iteration 28Q: 3 clusters Score -669863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -669871.500000 Penalty: 2897.602783
	Iteration 29Q: 3 clusters Score -669871.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -669881.812500 Penalty: 2897.602783
	Iteration 30Q: 3 clusters Score -669881.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -669886.875000 Penalty: 2897.602783
	Iteration 31Q: 3 clusters Score -669886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -669891.250000 Penalty: 2897.602783
	Iteration 32Q: 3 clusters Score -669891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -669893.062500 Penalty: 2897.602783
	Iteration 33Q: 3 clusters Score -669893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -669897.000000 Penalty: 2897.602783
	Iteration 34Q: 3 clusters Score -669897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -669897.000000 Penalty: 2897.602783
	Iteration 35F: 3 clusters Score -669897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Entering Unmasked Estep 
Score: -4529656.000000 Penalty: 1759.040649
	Iteration 0F: 2 clusters Score -4529656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4495912.500000 Penalty: 3518.081299
	Iteration 0F: 3 clusters Score -4495912 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4509425.500000 Penalty: 3518.081299
	Iteration 1F: 3 clusters Score -4509426 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4509893.500000 Penalty: 3518.081299
	Iteration 2Q: 3 clusters Score -4509894 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4510436.000000 Penalty: 3518.081299
	Iteration 3Q: 3 clusters Score -4510436 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4511029.500000 Penalty: 3518.081299
	Iteration 4Q: 3 clusters Score -4511030 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4511826.500000 Penalty: 3518.081299
	Iteration 5Q: 3 clusters Score -4511826 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4513003.500000 Penalty: 3518.081299
	Iteration 6Q: 3 clusters Score -4513004 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4514727.000000 Penalty: 3518.081299
	Iteration 7F: 3 clusters Score -4514727 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4517038.000000 Penalty: 3518.081299
	Iteration 8F: 3 clusters Score -4517038 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -4519598.000000 Penalty: 3518.081299
	Iteration 9F: 3 clusters Score -4519598 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -4521819.500000 Penalty: 3518.081299
	Iteration 10F: 3 clusters Score -4521820 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4523319.000000 Penalty: 3518.081299
	Iteration 11Q: 3 clusters Score -4523319 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -4524331.500000 Penalty: 3518.081299
	Iteration 12Q: 3 clusters Score -4524332 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4525029.000000 Penalty: 3518.081299
	Iteration 13Q: 3 clusters Score -4525029 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4525533.500000 Penalty: 3518.081299
	Iteration 14Q: 3 clusters Score -4525534 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4525941.000000 Penalty: 3518.081299
	Iteration 15Q: 3 clusters Score -4525941 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4526313.500000 Penalty: 3518.081299
	Iteration 16Q: 3 clusters Score -4526314 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4526653.500000 Penalty: 3518.081299
	Iteration 17Q: 3 clusters Score -4526654 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4526989.000000 Penalty: 3518.081299
	Iteration 18Q: 3 clusters Score -4526989 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4527279.000000 Penalty: 3518.081299
	Iteration 19Q: 3 clusters Score -4527279 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4527568.000000 Penalty: 3518.081299
	Iteration 20F: 3 clusters Score -4527568 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4527786.500000 Penalty: 3518.081299
	Iteration 21Q: 3 clusters Score -4527786 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4527917.500000 Penalty: 3518.081299
	Iteration 22Q: 3 clusters Score -4527918 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4527997.000000 Penalty: 3518.081299
	Iteration 23Q: 3 clusters Score -4527997 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4528047.000000 Penalty: 3518.081299
	Iteration 24Q: 3 clusters Score -4528047 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4528079.500000 Penalty: 3518.081299
	Iteration 25Q: 3 clusters Score -4528080 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4528118.500000 Penalty: 3518.081299
	Iteration 26Q: 3 clusters Score -4528118 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4528149.500000 Penalty: 3518.081299
	Iteration 27Q: 3 clusters Score -4528150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4528173.000000 Penalty: 3518.081299
	Iteration 28Q: 3 clusters Score -4528173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4528180.500000 Penalty: 3518.081299
	Iteration 29Q: 3 clusters Score -4528180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4528184.500000 Penalty: 3518.081299
	Iteration 30Q: 3 clusters Score -4528184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4528196.000000 Penalty: 3518.081299
	Iteration 31Q: 3 clusters Score -4528196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4528203.500000 Penalty: 3518.081299
	Iteration 32Q: 3 clusters Score -4528204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4528219.500000 Penalty: 3518.081299
	Iteration 33Q: 3 clusters Score -4528220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4528237.500000 Penalty: 3518.081299
	Iteration 34Q: 3 clusters Score -4528238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4528244.000000 Penalty: 3518.081299
	Iteration 35Q: 3 clusters Score -4528244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4528249.000000 Penalty: 3518.081299
	Iteration 36Q: 3 clusters Score -4528249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4528250.000000 Penalty: 3518.081299
	Iteration 37Q: 3 clusters Score -4528250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4528248.000000 Penalty: 3518.081299
	Iteration 38Q: 3 clusters Score -4528248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4528262.000000 Penalty: 3518.081299
	Iteration 39Q: 3 clusters Score -4528262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4528262.000000 Penalty: 3518.081299
	Iteration 40F: 3 clusters Score -4528262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4528262.500000 Penalty: 3518.081299
	Iteration 41Q: 3 clusters Score -4528262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4528260.500000 Penalty: 3518.081299
	Iteration 42Q: 3 clusters Score -4528260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4528258.500000 Penalty: 3518.081299
	Iteration 43Q: 3 clusters Score -4528258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4528263.000000 Penalty: 3518.081299
	Iteration 44Q: 3 clusters Score -4528263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4528270.000000 Penalty: 3518.081299
	Iteration 45Q: 3 clusters Score -4528270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4528265.000000 Penalty: 3518.081299
	Iteration 46Q: 3 clusters Score -4528265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4528262.500000 Penalty: 3518.081299
	Iteration 47Q: 3 clusters Score -4528262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4528265.500000 Penalty: 3518.081299
	Iteration 48Q: 3 clusters Score -4528266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4528265.500000 Penalty: 3518.081299
	Iteration 49Q: 3 clusters Score -4528266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4528268.000000 Penalty: 3518.081299
	Iteration 50Q: 3 clusters Score -4528268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4528264.000000 Penalty: 3518.081299
	Iteration 51Q: 3 clusters Score -4528264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4528264.500000 Penalty: 3518.081299
	Iteration 52Q: 3 clusters Score -4528264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4528269.500000 Penalty: 3518.081299
	Iteration 53Q: 3 clusters Score -4528270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4528273.500000 Penalty: 3518.081299
	Iteration 54Q: 3 clusters Score -4528274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4528273.500000 Penalty: 3518.081299
	Iteration 55Q: 3 clusters Score -4528274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4528274.500000 Penalty: 3518.081299
	Iteration 56Q: 3 clusters Score -4528274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4528275.000000 Penalty: 3518.081299
	Iteration 57Q: 3 clusters Score -4528275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4528274.000000 Penalty: 3518.081299
	Iteration 58Q: 3 clusters Score -4528274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4528275.500000 Penalty: 3518.081299
	Iteration 59Q: 3 clusters Score -4528276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4528274.500000 Penalty: 3518.081299
	Iteration 60F: 3 clusters Score -4528274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Entering Unmasked Estep 
Score: -443398.593750 Penalty: 1387.357422
	Iteration 0F: 2 clusters Score -443398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -439364.187500 Penalty: 2774.714844
	Iteration 0F: 3 clusters Score -439364.2 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -440585.875000 Penalty: 2774.714844
	Iteration 1F: 3 clusters Score -440585.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -440765.375000 Penalty: 2774.714844
	Iteration 2F: 3 clusters Score -440765.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -440890.187500 Penalty: 2774.714844
	Iteration 3Q: 3 clusters Score -440890.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -440990.687500 Penalty: 2774.714844
	Iteration 4Q: 3 clusters Score -440990.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -441092.312500 Penalty: 2774.714844
	Iteration 5Q: 3 clusters Score -441092.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -441181.750000 Penalty: 2774.714844
	Iteration 6Q: 3 clusters Score -441181.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -441268.250000 Penalty: 2774.714844
	Iteration 7Q: 3 clusters Score -441268.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -441360.812500 Penalty: 2774.714844
	Iteration 8Q: 3 clusters Score -441360.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -441473.781250 Penalty: 2774.714844
	Iteration 9Q: 3 clusters Score -441473.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -441592.593750 Penalty: 2774.714844
	Iteration 10Q: 3 clusters Score -441592.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -441714.500000 Penalty: 2774.714844
	Iteration 11Q: 3 clusters Score -441714.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -441846.000000 Penalty: 2774.714844
	Iteration 12Q: 3 clusters Score -441846 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -441984.531250 Penalty: 2774.714844
	Iteration 13Q: 3 clusters Score -441984.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -442122.125000 Penalty: 2774.714844
	Iteration 14Q: 3 clusters Score -442122.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -442240.031250 Penalty: 2774.714844
	Iteration 15Q: 3 clusters Score -442240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -442363.375000 Penalty: 2774.714844
	Iteration 16Q: 3 clusters Score -442363.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -442468.500000 Penalty: 2774.714844
	Iteration 17Q: 3 clusters Score -442468.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -442551.343750 Penalty: 2774.714844
	Iteration 18Q: 3 clusters Score -442551.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -442615.968750 Penalty: 2774.714844
	Iteration 19Q: 3 clusters Score -442616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -442640.375000 Penalty: 2774.714844
	Iteration 20F: 3 clusters Score -442640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -442651.718750 Penalty: 2774.714844
	Iteration 21Q: 3 clusters Score -442651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -442655.812500 Penalty: 2774.714844
	Iteration 22Q: 3 clusters Score -442655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -442662.812500 Penalty: 2774.714844
	Iteration 23Q: 3 clusters Score -442662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -442665.125000 Penalty: 2774.714844
	Iteration 24Q: 3 clusters Score -442665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -442670.156250 Penalty: 2774.714844
	Iteration 25Q: 3 clusters Score -442670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -442673.218750 Penalty: 2774.714844
	Iteration 26Q: 3 clusters Score -442673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -442678.031250 Penalty: 2774.714844
	Iteration 27Q: 3 clusters Score -442678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -442688.156250 Penalty: 2774.714844
	Iteration 28Q: 3 clusters Score -442688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -442692.343750 Penalty: 2774.714844
	Iteration 29Q: 3 clusters Score -442692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -442695.500000 Penalty: 2774.714844
	Iteration 30Q: 3 clusters Score -442695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -442699.500000 Penalty: 2774.714844
	Iteration 31Q: 3 clusters Score -442699.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -442704.031250 Penalty: 2774.714844
	Iteration 32Q: 3 clusters Score -442704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -442704.656250 Penalty: 2774.714844
	Iteration 33Q: 3 clusters Score -442704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -442707.062500 Penalty: 2774.714844
	Iteration 34Q: 3 clusters Score -442707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -442707.062500 Penalty: 2774.714844
	Iteration 35F: 3 clusters Score -442707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Entering Unmasked Estep 
Score: -636023.437500 Penalty: 1446.117554
	Iteration 0F: 2 clusters Score -636023.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -630612.000000 Penalty: 2892.235107
	Iteration 0F: 3 clusters Score -630612 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -632260.125000 Penalty: 2892.235107
	Iteration 1F: 3 clusters Score -632260.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -632516.500000 Penalty: 2892.235107
	Iteration 2F: 3 clusters Score -632516.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -632756.937500 Penalty: 2892.235107
	Iteration 3F: 3 clusters Score -632756.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -633027.250000 Penalty: 2892.235107
	Iteration 4F: 3 clusters Score -633027.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -633325.062500 Penalty: 2892.235107
	Iteration 5F: 3 clusters Score -633325.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -633629.937500 Penalty: 2892.235107
	Iteration 6F: 3 clusters Score -633629.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -633966.937500 Penalty: 2892.235107
	Iteration 7F: 3 clusters Score -633966.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -634309.625000 Penalty: 2892.235107
	Iteration 8F: 3 clusters Score -634309.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -634634.312500 Penalty: 2892.235107
	Iteration 9Q: 3 clusters Score -634634.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -634886.562500 Penalty: 2892.235107
	Iteration 10Q: 3 clusters Score -634886.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -635079.437500 Penalty: 2892.235107
	Iteration 11Q: 3 clusters Score -635079.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -635253.500000 Penalty: 2892.235107
	Iteration 12Q: 3 clusters Score -635253.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -635386.875000 Penalty: 2892.235107
	Iteration 13Q: 3 clusters Score -635386.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -635506.312500 Penalty: 2892.235107
	Iteration 14Q: 3 clusters Score -635506.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -635643.875000 Penalty: 2892.235107
	Iteration 15Q: 3 clusters Score -635643.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -635745.562500 Penalty: 2892.235107
	Iteration 16Q: 3 clusters Score -635745.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -635843.125000 Penalty: 2892.235107
	Iteration 17Q: 3 clusters Score -635843.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -635942.750000 Penalty: 2892.235107
	Iteration 18Q: 3 clusters Score -635942.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -635998.937500 Penalty: 2892.235107
	Iteration 19Q: 3 clusters Score -635998.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -636033.625000 Penalty: 2892.235107
	Iteration 20F: 3 clusters Score -636033.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -636056.062500 Penalty: 2892.235107
	Iteration 21Q: 3 clusters Score -636056.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -636063.812500 Penalty: 2892.235107
	Iteration 22Q: 3 clusters Score -636063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -636067.437500 Penalty: 2892.235107
	Iteration 23Q: 3 clusters Score -636067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -636070.312500 Penalty: 2892.235107
	Iteration 24Q: 3 clusters Score -636070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -636070.500000 Penalty: 2892.235107
	Iteration 25Q: 3 clusters Score -636070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -636070.875000 Penalty: 2892.235107
	Iteration 26Q: 3 clusters Score -636070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -636070.187500 Penalty: 2892.235107
	Iteration 27Q: 3 clusters Score -636070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -636070.187500 Penalty: 2892.235107
	Iteration 28F: 3 clusters Score -636070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 140037 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 50255 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 250793 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2119 members 
Entering Unmasked Estep 
Score: -45674240.000000 Penalty: 38525.945312
Splitting cluster 14 changes total score from -45674724.000000 to -45674240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (6995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Entering Unmasked Estep 
Score: -631996.500000 Penalty: 1438.604492
	Iteration 0F: 2 clusters Score -631996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -626767.687500 Penalty: 2877.208984
	Iteration 0F: 3 clusters Score -626767.7 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -628338.812500 Penalty: 2877.208984
	Iteration 1F: 3 clusters Score -628338.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -628629.437500 Penalty: 2877.208984
	Iteration 2F: 3 clusters Score -628629.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -628885.062500 Penalty: 2877.208984
	Iteration 3F: 3 clusters Score -628885.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -629114.250000 Penalty: 2877.208984
	Iteration 4F: 3 clusters Score -629114.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -629326.250000 Penalty: 2877.208984
	Iteration 5F: 3 clusters Score -629326.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -629522.500000 Penalty: 2877.208984
	Iteration 6Q: 3 clusters Score -629522.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -629720.437500 Penalty: 2877.208984
	Iteration 7Q: 3 clusters Score -629720.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -629950.062500 Penalty: 2877.208984
	Iteration 8Q: 3 clusters Score -629950.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -630145.750000 Penalty: 2877.208984
	Iteration 9Q: 3 clusters Score -630145.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -630315.187500 Penalty: 2877.208984
	Iteration 10Q: 3 clusters Score -630315.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -630461.500000 Penalty: 2877.208984
	Iteration 11Q: 3 clusters Score -630461.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -630565.625000 Penalty: 2877.208984
	Iteration 12Q: 3 clusters Score -630565.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -630621.562500 Penalty: 2877.208984
	Iteration 13Q: 3 clusters Score -630621.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -630660.437500 Penalty: 2877.208984
	Iteration 14Q: 3 clusters Score -630660.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -630690.000000 Penalty: 2877.208984
	Iteration 15Q: 3 clusters Score -630690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -630709.875000 Penalty: 2877.208984
	Iteration 16Q: 3 clusters Score -630709.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -630730.000000 Penalty: 2877.208984
	Iteration 17Q: 3 clusters Score -630730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -630742.437500 Penalty: 2877.208984
	Iteration 18Q: 3 clusters Score -630742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -630751.312500 Penalty: 2877.208984
	Iteration 19Q: 3 clusters Score -630751.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -630760.812500 Penalty: 2877.208984
	Iteration 20F: 3 clusters Score -630760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -630767.062500 Penalty: 2877.208984
	Iteration 21Q: 3 clusters Score -630767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -630769.937500 Penalty: 2877.208984
	Iteration 22Q: 3 clusters Score -630769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -630770.000000 Penalty: 2877.208984
	Iteration 23Q: 3 clusters Score -630770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -630770.187500 Penalty: 2877.208984
	Iteration 24Q: 3 clusters Score -630770.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -630770.187500 Penalty: 2877.208984
	Iteration 25F: 3 clusters Score -630770.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Entering Unmasked Estep 
Score: -436150.500000 Penalty: 1384.141357
	Iteration 0F: 2 clusters Score -436150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -432188.250000 Penalty: 2768.282715
	Iteration 0F: 3 clusters Score -432188.2 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -433311.343750 Penalty: 2768.282715
	Iteration 1F: 3 clusters Score -433311.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -433494.343750 Penalty: 2768.282715
	Iteration 2F: 3 clusters Score -433494.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -433613.937500 Penalty: 2768.282715
	Iteration 3F: 3 clusters Score -433613.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -433695.531250 Penalty: 2768.282715
	Iteration 4Q: 3 clusters Score -433695.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -433747.750000 Penalty: 2768.282715
	Iteration 5Q: 3 clusters Score -433747.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -433789.625000 Penalty: 2768.282715
	Iteration 6Q: 3 clusters Score -433789.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -433838.687500 Penalty: 2768.282715
	Iteration 7Q: 3 clusters Score -433838.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -433880.906250 Penalty: 2768.282715
	Iteration 8Q: 3 clusters Score -433880.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -433918.031250 Penalty: 2768.282715
	Iteration 9Q: 3 clusters Score -433918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -433963.593750 Penalty: 2768.282715
	Iteration 10Q: 3 clusters Score -433963.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -434007.125000 Penalty: 2768.282715
	Iteration 11Q: 3 clusters Score -434007.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -434060.562500 Penalty: 2768.282715
	Iteration 12Q: 3 clusters Score -434060.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -434126.937500 Penalty: 2768.282715
	Iteration 13Q: 3 clusters Score -434126.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -434183.906250 Penalty: 2768.282715
	Iteration 14Q: 3 clusters Score -434183.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -434253.437500 Penalty: 2768.282715
	Iteration 15Q: 3 clusters Score -434253.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -434325.406250 Penalty: 2768.282715
	Iteration 16Q: 3 clusters Score -434325.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -434399.843750 Penalty: 2768.282715
	Iteration 17Q: 3 clusters Score -434399.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -434501.187500 Penalty: 2768.282715
	Iteration 18Q: 3 clusters Score -434501.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -434601.281250 Penalty: 2768.282715
	Iteration 19Q: 3 clusters Score -434601.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -434678.250000 Penalty: 2768.282715
	Iteration 20F: 3 clusters Score -434678.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -434721.843750 Penalty: 2768.282715
	Iteration 21Q: 3 clusters Score -434721.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -434745.343750 Penalty: 2768.282715
	Iteration 22Q: 3 clusters Score -434745.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -434761.750000 Penalty: 2768.282715
	Iteration 23Q: 3 clusters Score -434761.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -434778.750000 Penalty: 2768.282715
	Iteration 24Q: 3 clusters Score -434778.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -434795.656250 Penalty: 2768.282715
	Iteration 25Q: 3 clusters Score -434795.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -434805.781250 Penalty: 2768.282715
	Iteration 26Q: 3 clusters Score -434805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -434809.937500 Penalty: 2768.282715
	Iteration 27Q: 3 clusters Score -434809.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -434815.750000 Penalty: 2768.282715
	Iteration 28Q: 3 clusters Score -434815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -434822.156250 Penalty: 2768.282715
	Iteration 29Q: 3 clusters Score -434822.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -434826.968750 Penalty: 2768.282715
	Iteration 30Q: 3 clusters Score -434827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -434830.750000 Penalty: 2768.282715
	Iteration 31Q: 3 clusters Score -434830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -434834.125000 Penalty: 2768.282715
	Iteration 32Q: 3 clusters Score -434834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -434836.687500 Penalty: 2768.282715
	Iteration 33Q: 3 clusters Score -434836.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -434840.687500 Penalty: 2768.282715
	Iteration 34Q: 3 clusters Score -434840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -434842.656250 Penalty: 2768.282715
	Iteration 35Q: 3 clusters Score -434842.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -434844.218750 Penalty: 2768.282715
	Iteration 36Q: 3 clusters Score -434844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -434845.093750 Penalty: 2768.282715
	Iteration 37Q: 3 clusters Score -434845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -434846.312500 Penalty: 2768.282715
	Iteration 38Q: 3 clusters Score -434846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -434847.031250 Penalty: 2768.282715
	Iteration 39Q: 3 clusters Score -434847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -434847.187500 Penalty: 2768.282715
	Iteration 40F: 3 clusters Score -434847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -434848.593750 Penalty: 2768.282715
	Iteration 41Q: 3 clusters Score -434848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -434849.718750 Penalty: 2768.282715
	Iteration 42Q: 3 clusters Score -434849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -434850.968750 Penalty: 2768.282715
	Iteration 43Q: 3 clusters Score -434851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -434851.937500 Penalty: 2768.282715
	Iteration 44Q: 3 clusters Score -434851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -434852.500000 Penalty: 2768.282715
	Iteration 45Q: 3 clusters Score -434852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -434852.656250 Penalty: 2768.282715
	Iteration 46Q: 3 clusters Score -434852.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -434852.656250 Penalty: 2768.282715
	Iteration 47F: 3 clusters Score -434852.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -855679.062500 Penalty: 1502.474609
	Iteration 0F: 2 clusters Score -855679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -848307.687500 Penalty: 3004.949219
	Iteration 0F: 3 clusters Score -848307.7 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -850817.812500 Penalty: 3004.949219
	Iteration 1F: 3 clusters Score -850817.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -851431.000000 Penalty: 3004.949219
	Iteration 2F: 3 clusters Score -851431 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -852155.562500 Penalty: 3004.949219
	Iteration 3F: 3 clusters Score -852155.6 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -852984.125000 Penalty: 3004.949219
	Iteration 4F: 3 clusters Score -852984.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -853864.375000 Penalty: 3004.949219
	Iteration 5F: 3 clusters Score -853864.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -854617.187500 Penalty: 3004.949219
	Iteration 6F: 3 clusters Score -854617.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -855145.000000 Penalty: 3004.949219
	Iteration 7F: 3 clusters Score -855145 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -855440.687500 Penalty: 3004.949219
	Iteration 8Q: 3 clusters Score -855440.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -855613.812500 Penalty: 3004.949219
	Iteration 9Q: 3 clusters Score -855613.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -855722.062500 Penalty: 3004.949219
	Iteration 10Q: 3 clusters Score -855722.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -855778.750000 Penalty: 3004.949219
	Iteration 11Q: 3 clusters Score -855778.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -855811.562500 Penalty: 3004.949219
	Iteration 12Q: 3 clusters Score -855811.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -855845.500000 Penalty: 3004.949219
	Iteration 13Q: 3 clusters Score -855845.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -855863.562500 Penalty: 3004.949219
	Iteration 14Q: 3 clusters Score -855863.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -855873.750000 Penalty: 3004.949219
	Iteration 15Q: 3 clusters Score -855873.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -855881.437500 Penalty: 3004.949219
	Iteration 16Q: 3 clusters Score -855881.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -855885.687500 Penalty: 3004.949219
	Iteration 17Q: 3 clusters Score -855885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -855888.062500 Penalty: 3004.949219
	Iteration 18Q: 3 clusters Score -855888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -855891.000000 Penalty: 3004.949219
	Iteration 19Q: 3 clusters Score -855891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -855894.062500 Penalty: 3004.949219
	Iteration 20F: 3 clusters Score -855894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -855895.125000 Penalty: 3004.949219
	Iteration 21Q: 3 clusters Score -855895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -855895.562500 Penalty: 3004.949219
	Iteration 22Q: 3 clusters Score -855895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -855895.562500 Penalty: 3004.949219
	Iteration 23F: 3 clusters Score -855895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 140037 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 9907 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 50255 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 456 members 
Mstep: Class 18 contains 250793 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2119 members 
Entering Unmasked Estep 
Score: -45674408.000000 Penalty: 38525.945312
Splitting cluster 17 changes total score from -45674724.000000 to -45674408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (250793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250793 members 
Entering Unmasked Estep 
Score: -22515550.000000 Penalty: 2020.262329
	Iteration 0F: 2 clusters Score -2.251555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -22354860.000000 Penalty: 4040.524658
	Iteration 0F: 3 clusters Score -2.235486e+07 nChanged 121877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123059 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -22427056.000000 Penalty: 4040.524658
	Iteration 1F: 3 clusters Score -2.242706e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121250 members 
Mstep: Class 2 contains 129543 members 
Entering Unmasked Estep 
Score: -22428392.000000 Penalty: 4040.524658
	Iteration 2Q: 3 clusters Score -2.242839e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118570 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
Score: -22430076.000000 Penalty: 4040.524658
	Iteration 3Q: 3 clusters Score -2.243008e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 136070 members 
Entering Unmasked Estep 
Score: -22431948.000000 Penalty: 4040.524658
	Iteration 4Q: 3 clusters Score -2.243195e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 141747 members 
Entering Unmasked Estep 
Score: -22435090.000000 Penalty: 4040.524658
	Iteration 5Q: 3 clusters Score -2.243509e+07 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 149982 members 
Entering Unmasked Estep 
Score: -22439694.000000 Penalty: 4040.524658
	Iteration 6Q: 3 clusters Score -2.243969e+07 nChanged 13598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -22447314.000000 Penalty: 4040.524658
	Iteration 7F: 3 clusters Score -2.244731e+07 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 175942 members 
Entering Unmasked Estep 
Score: -22458166.000000 Penalty: 4040.524658
	Iteration 8F: 3 clusters Score -2.245817e+07 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 191333 members 
Entering Unmasked Estep 
Score: -22471690.000000 Penalty: 4040.524658
	Iteration 9F: 3 clusters Score -2.247169e+07 nChanged 14612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 203987 members 
Entering Unmasked Estep 
Score: -22483838.000000 Penalty: 4040.524658
	Iteration 10F: 3 clusters Score -2.248384e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 212177 members 
Entering Unmasked Estep 
Score: -22492098.000000 Penalty: 4040.524658
	Iteration 11Q: 3 clusters Score -2.24921e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 217500 members 
Entering Unmasked Estep 
Score: -22496468.000000 Penalty: 4040.524658
	Iteration 12Q: 3 clusters Score -2.249647e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 221443 members 
Entering Unmasked Estep 
Score: -22498940.000000 Penalty: 4040.524658
	Iteration 13Q: 3 clusters Score -2.249894e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 224895 members 
Entering Unmasked Estep 
Score: -22500580.000000 Penalty: 4040.524658
	Iteration 14Q: 3 clusters Score -2.250058e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 227980 members 
Entering Unmasked Estep 
Score: -22502022.000000 Penalty: 4040.524658
	Iteration 15Q: 3 clusters Score -2.250202e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 230798 members 
Entering Unmasked Estep 
Score: -22503364.000000 Penalty: 4040.524658
	Iteration 16Q: 3 clusters Score -2.250336e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 233397 members 
Entering Unmasked Estep 
Score: -22504526.000000 Penalty: 4040.524658
	Iteration 17Q: 3 clusters Score -2.250453e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 235699 members 
Entering Unmasked Estep 
Score: -22505538.000000 Penalty: 4040.524658
	Iteration 18Q: 3 clusters Score -2.250554e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 237754 members 
Entering Unmasked Estep 
Score: -22506720.000000 Penalty: 4040.524658
	Iteration 19Q: 3 clusters Score -2.250672e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 239610 members 
Entering Unmasked Estep 
Score: -22507850.000000 Penalty: 4040.524658
	Iteration 20F: 3 clusters Score -2.250785e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 241263 members 
Entering Unmasked Estep 
Score: -22508928.000000 Penalty: 4040.524658
	Iteration 21Q: 3 clusters Score -2.250893e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 242642 members 
Entering Unmasked Estep 
Score: -22509746.000000 Penalty: 4040.524658
	Iteration 22Q: 3 clusters Score -2.250975e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 243768 members 
Entering Unmasked Estep 
Score: -22510426.000000 Penalty: 4040.524658
	Iteration 23Q: 3 clusters Score -2.251043e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 244749 members 
Entering Unmasked Estep 
Score: -22511044.000000 Penalty: 4040.524658
	Iteration 24Q: 3 clusters Score -2.251104e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 245548 members 
Entering Unmasked Estep 
Score: -22511526.000000 Penalty: 4040.524658
	Iteration 25Q: 3 clusters Score -2.251153e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 246211 members 
Entering Unmasked Estep 
Score: -22511806.000000 Penalty: 4040.524658
	Iteration 26Q: 3 clusters Score -2.251181e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 246749 members 
Entering Unmasked Estep 
Score: -22512210.000000 Penalty: 4040.524658
	Iteration 27Q: 3 clusters Score -2.251221e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 247178 members 
Entering Unmasked Estep 
Score: -22512536.000000 Penalty: 4040.524658
	Iteration 28Q: 3 clusters Score -2.251254e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 247543 members 
Entering Unmasked Estep 
Score: -22512700.000000 Penalty: 4040.524658
	Iteration 29Q: 3 clusters Score -2.25127e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 247853 members 
Entering Unmasked Estep 
Score: -22512874.000000 Penalty: 4040.524658
	Iteration 30Q: 3 clusters Score -2.251287e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 248114 members 
Entering Unmasked Estep 
Score: -22513086.000000 Penalty: 4040.524658
	Iteration 31Q: 3 clusters Score -2.251309e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 248325 members 
Entering Unmasked Estep 
Score: -22513174.000000 Penalty: 4040.524658
	Iteration 32Q: 3 clusters Score -2.251317e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 248501 members 
Entering Unmasked Estep 
Score: -22513270.000000 Penalty: 4040.524658
	Iteration 33Q: 3 clusters Score -2.251327e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 248640 members 
Entering Unmasked Estep 
Score: -22513296.000000 Penalty: 4040.524658
	Iteration 34Q: 3 clusters Score -2.25133e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 248742 members 
Entering Unmasked Estep 
Score: -22513304.000000 Penalty: 4040.524658
	Iteration 35Q: 3 clusters Score -2.25133e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 248830 members 
Entering Unmasked Estep 
Score: -22513374.000000 Penalty: 4040.524658
	Iteration 36Q: 3 clusters Score -2.251337e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 248905 members 
Entering Unmasked Estep 
Score: -22513406.000000 Penalty: 4040.524658
	Iteration 37Q: 3 clusters Score -2.251341e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 248976 members 
Entering Unmasked Estep 
Score: -22513460.000000 Penalty: 4040.524658
	Iteration 38Q: 3 clusters Score -2.251346e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 249041 members 
Entering Unmasked Estep 
Score: -22513520.000000 Penalty: 4040.524658
	Iteration 39Q: 3 clusters Score -2.251352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 249104 members 
Entering Unmasked Estep 
Score: -22513562.000000 Penalty: 4040.524658
	Iteration 40F: 3 clusters Score -2.251356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 249159 members 
Entering Unmasked Estep 
Score: -22513604.000000 Penalty: 4040.524658
	Iteration 41Q: 3 clusters Score -2.25136e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 249205 members 
Entering Unmasked Estep 
Score: -22513640.000000 Penalty: 4040.524658
	Iteration 42Q: 3 clusters Score -2.251364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 249240 members 
Entering Unmasked Estep 
Score: -22513656.000000 Penalty: 4040.524658
	Iteration 43Q: 3 clusters Score -2.251366e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 249258 members 
Entering Unmasked Estep 
Score: -22513640.000000 Penalty: 4040.524658
	Iteration 44Q: 3 clusters Score -2.251364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 249277 members 
Entering Unmasked Estep 
Score: -22513654.000000 Penalty: 4040.524658
	Iteration 45Q: 3 clusters Score -2.251365e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 249297 members 
Entering Unmasked Estep 
Score: -22513662.000000 Penalty: 4040.524658
	Iteration 46Q: 3 clusters Score -2.251366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 249319 members 
Entering Unmasked Estep 
Score: -22513672.000000 Penalty: 4040.524658
	Iteration 47Q: 3 clusters Score -2.251367e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 249337 members 
Entering Unmasked Estep 
Score: -22513692.000000 Penalty: 4040.524658
	Iteration 48Q: 3 clusters Score -2.251369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 249354 members 
Entering Unmasked Estep 
Score: -22513712.000000 Penalty: 4040.524658
	Iteration 49Q: 3 clusters Score -2.251371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 249367 members 
Entering Unmasked Estep 
Score: -22513728.000000 Penalty: 4040.524658
	Iteration 50Q: 3 clusters Score -2.251373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 249380 members 
Entering Unmasked Estep 
Score: -22513748.000000 Penalty: 4040.524658
	Iteration 51Q: 3 clusters Score -2.251375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 249388 members 
Entering Unmasked Estep 
Score: -22513756.000000 Penalty: 4040.524658
	Iteration 52Q: 3 clusters Score -2.251376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 249395 members 
Entering Unmasked Estep 
Score: -22513756.000000 Penalty: 4040.524658
	Iteration 53Q: 3 clusters Score -2.251376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 249405 members 
Entering Unmasked Estep 
Score: -22513752.000000 Penalty: 4040.524658
	Iteration 54Q: 3 clusters Score -2.251375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 249418 members 
Entering Unmasked Estep 
Score: -22513788.000000 Penalty: 4040.524658
	Iteration 55Q: 3 clusters Score -2.251379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 249430 members 
Entering Unmasked Estep 
Score: -22513774.000000 Penalty: 4040.524658
	Iteration 56Q: 3 clusters Score -2.251377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 249441 members 
Entering Unmasked Estep 
Score: -22513796.000000 Penalty: 4040.524658
	Iteration 57Q: 3 clusters Score -2.25138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 249459 members 
Entering Unmasked Estep 
Score: -22513792.000000 Penalty: 4040.524658
	Iteration 58Q: 3 clusters Score -2.251379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 249476 members 
Entering Unmasked Estep 
Score: -22513778.000000 Penalty: 4040.524658
	Iteration 59Q: 3 clusters Score -2.251378e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 249491 members 
Entering Unmasked Estep 
Score: -22513788.000000 Penalty: 4040.524658
	Iteration 60F: 3 clusters Score -2.251379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 249504 members 
Entering Unmasked Estep 
Score: -22513816.000000 Penalty: 4040.524658
	Iteration 61Q: 3 clusters Score -2.251382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 249512 members 
Entering Unmasked Estep 
Score: -22513816.000000 Penalty: 4040.524658
	Iteration 62Q: 3 clusters Score -2.251382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 249520 members 
Entering Unmasked Estep 
Score: -22513808.000000 Penalty: 4040.524658
	Iteration 63Q: 3 clusters Score -2.251381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 249528 members 
Entering Unmasked Estep 
Score: -22513802.000000 Penalty: 4040.524658
	Iteration 64Q: 3 clusters Score -2.25138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 249536 members 
Entering Unmasked Estep 
Score: -22513808.000000 Penalty: 4040.524658
	Iteration 65Q: 3 clusters Score -2.251381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 249541 members 
Entering Unmasked Estep 
Score: -22513826.000000 Penalty: 4040.524658
	Iteration 66Q: 3 clusters Score -2.251383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 249540 members 
Entering Unmasked Estep 
Score: -22513820.000000 Penalty: 4040.524658
	Iteration 67Q: 3 clusters Score -2.251382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 249545 members 
Entering Unmasked Estep 
Score: -22513828.000000 Penalty: 4040.524658
	Iteration 68Q: 3 clusters Score -2.251383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 249549 members 
Entering Unmasked Estep 
Score: -22513836.000000 Penalty: 4040.524658
	Iteration 69Q: 3 clusters Score -2.251384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 249552 members 
Entering Unmasked Estep 
Score: -22513830.000000 Penalty: 4040.524658
	Iteration 70Q: 3 clusters Score -2.251383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 249556 members 
Entering Unmasked Estep 
Score: -22513840.000000 Penalty: 4040.524658
	Iteration 71Q: 3 clusters Score -2.251384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 249559 members 
Entering Unmasked Estep 
Score: -22513840.000000 Penalty: 4040.524658
	Iteration 72Q: 3 clusters Score -2.251384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 249560 members 
Entering Unmasked Estep 
Score: -22513832.000000 Penalty: 4040.524658
	Iteration 73Q: 3 clusters Score -2.251383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 249562 members 
Entering Unmasked Estep 
Score: -22513824.000000 Penalty: 4040.524658
	Iteration 74Q: 3 clusters Score -2.251382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 249565 members 
Entering Unmasked Estep 
Score: -22513830.000000 Penalty: 4040.524658
	Iteration 75Q: 3 clusters Score -2.251383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 249567 members 
Entering Unmasked Estep 
Score: -22513816.000000 Penalty: 4040.524658
	Iteration 76Q: 3 clusters Score -2.251382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 249569 members 
Entering Unmasked Estep 
Score: -22513826.000000 Penalty: 4040.524658
	Iteration 77Q: 3 clusters Score -2.251383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 249573 members 
Entering Unmasked Estep 
Score: -22513820.000000 Penalty: 4040.524658
	Iteration 78Q: 3 clusters Score -2.251382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 249576 members 
Entering Unmasked Estep 
Score: -22513828.000000 Penalty: 4040.524658
	Iteration 79Q: 3 clusters Score -2.251383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 249581 members 
Entering Unmasked Estep 
Score: -22513830.000000 Penalty: 4040.524658
	Iteration 80F: 3 clusters Score -2.251383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 249583 members 
Entering Unmasked Estep 
Score: -22513838.000000 Penalty: 4040.524658
	Iteration 81Q: 3 clusters Score -2.251384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 249586 members 
Entering Unmasked Estep 
Score: -22513840.000000 Penalty: 4040.524658
	Iteration 82Q: 3 clusters Score -2.251384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 249586 members 
Entering Unmasked Estep 
Score: -22513820.000000 Penalty: 4040.524658
	Iteration 83Q: 3 clusters Score -2.251382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 249589 members 
Entering Unmasked Estep 
Score: -22513838.000000 Penalty: 4040.524658
	Iteration 84Q: 3 clusters Score -2.251384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 249586 members 
Entering Unmasked Estep 
Score: -22513838.000000 Penalty: 4040.524658
	Iteration 85Q: 3 clusters Score -2.251384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 249585 members 
Entering Unmasked Estep 
Score: -22513830.000000 Penalty: 4040.524658
	Iteration 86Q: 3 clusters Score -2.251383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 249585 members 
Entering Unmasked Estep 
Score: -22513846.000000 Penalty: 4040.524658
	Iteration 87Q: 3 clusters Score -2.251385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 249584 members 
Entering Unmasked Estep 
Score: -22513852.000000 Penalty: 4040.524658
	Iteration 88Q: 3 clusters Score -2.251385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 249584 members 
Entering Unmasked Estep 
Score: -22513838.000000 Penalty: 4040.524658
	Iteration 89Q: 3 clusters Score -2.251384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 249584 members 
Entering Unmasked Estep 
Score: -22513838.000000 Penalty: 4040.524658
	Iteration 90F: 3 clusters Score -2.251384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -361490.031250 Penalty: 1346.518799
	Iteration 0F: 2 clusters Score -361490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -358106.781250 Penalty: 2693.037598
	Iteration 0F: 3 clusters Score -358106.8 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -358955.781250 Penalty: 2693.037598
	Iteration 1F: 3 clusters Score -358955.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -359099.218750 Penalty: 2693.037598
	Iteration 2F: 3 clusters Score -359099.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -359194.687500 Penalty: 2693.037598
	Iteration 3Q: 3 clusters Score -359194.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -359283.406250 Penalty: 2693.037598
	Iteration 4Q: 3 clusters Score -359283.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -359354.406250 Penalty: 2693.037598
	Iteration 5Q: 3 clusters Score -359354.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -359416.500000 Penalty: 2693.037598
	Iteration 6Q: 3 clusters Score -359416.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -359462.000000 Penalty: 2693.037598
	Iteration 7Q: 3 clusters Score -359462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -359503.937500 Penalty: 2693.037598
	Iteration 8Q: 3 clusters Score -359503.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -359561.062500 Penalty: 2693.037598
	Iteration 9Q: 3 clusters Score -359561.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -359611.468750 Penalty: 2693.037598
	Iteration 10Q: 3 clusters Score -359611.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -359653.312500 Penalty: 2693.037598
	Iteration 11Q: 3 clusters Score -359653.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -359695.343750 Penalty: 2693.037598
	Iteration 12Q: 3 clusters Score -359695.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -359738.812500 Penalty: 2693.037598
	Iteration 13Q: 3 clusters Score -359738.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -359793.843750 Penalty: 2693.037598
	Iteration 14Q: 3 clusters Score -359793.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -359842.156250 Penalty: 2693.037598
	Iteration 15Q: 3 clusters Score -359842.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -359889.687500 Penalty: 2693.037598
	Iteration 16Q: 3 clusters Score -359889.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -359935.656250 Penalty: 2693.037598
	Iteration 17Q: 3 clusters Score -359935.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -359983.718750 Penalty: 2693.037598
	Iteration 18Q: 3 clusters Score -359983.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -360020.031250 Penalty: 2693.037598
	Iteration 19Q: 3 clusters Score -360020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -360049.000000 Penalty: 2693.037598
	Iteration 20F: 3 clusters Score -360049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -360081.562500 Penalty: 2693.037598
	Iteration 21Q: 3 clusters Score -360081.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -360111.468750 Penalty: 2693.037598
	Iteration 22Q: 3 clusters Score -360111.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -360141.375000 Penalty: 2693.037598
	Iteration 23Q: 3 clusters Score -360141.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -360168.625000 Penalty: 2693.037598
	Iteration 24Q: 3 clusters Score -360168.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -360191.968750 Penalty: 2693.037598
	Iteration 25Q: 3 clusters Score -360192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -360212.125000 Penalty: 2693.037598
	Iteration 26Q: 3 clusters Score -360212.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -360222.343750 Penalty: 2693.037598
	Iteration 27Q: 3 clusters Score -360222.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -360229.218750 Penalty: 2693.037598
	Iteration 28Q: 3 clusters Score -360229.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -360233.812500 Penalty: 2693.037598
	Iteration 29Q: 3 clusters Score -360233.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -360240.906250 Penalty: 2693.037598
	Iteration 30Q: 3 clusters Score -360240.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -360248.531250 Penalty: 2693.037598
	Iteration 31Q: 3 clusters Score -360248.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -360253.281250 Penalty: 2693.037598
	Iteration 32Q: 3 clusters Score -360253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -360257.906250 Penalty: 2693.037598
	Iteration 33Q: 3 clusters Score -360257.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -360265.281250 Penalty: 2693.037598
	Iteration 34Q: 3 clusters Score -360265.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -360274.187500 Penalty: 2693.037598
	Iteration 35Q: 3 clusters Score -360274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -360281.312500 Penalty: 2693.037598
	Iteration 36Q: 3 clusters Score -360281.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -360290.218750 Penalty: 2693.037598
	Iteration 37Q: 3 clusters Score -360290.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -360298.187500 Penalty: 2693.037598
	Iteration 38Q: 3 clusters Score -360298.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -360304.625000 Penalty: 2693.037598
	Iteration 39Q: 3 clusters Score -360304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -360307.906250 Penalty: 2693.037598
	Iteration 40F: 3 clusters Score -360307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -360309.593750 Penalty: 2693.037598
	Iteration 41Q: 3 clusters Score -360309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -360310.218750 Penalty: 2693.037598
	Iteration 42Q: 3 clusters Score -360310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -360311.156250 Penalty: 2693.037598
	Iteration 43Q: 3 clusters Score -360311.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -360312.281250 Penalty: 2693.037598
	Iteration 44Q: 3 clusters Score -360312.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -360312.875000 Penalty: 2693.037598
	Iteration 45Q: 3 clusters Score -360312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -360314.250000 Penalty: 2693.037598
	Iteration 46Q: 3 clusters Score -360314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -360313.875000 Penalty: 2693.037598
	Iteration 47Q: 3 clusters Score -360313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -360314.468750 Penalty: 2693.037598
	Iteration 48Q: 3 clusters Score -360314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -360313.906250 Penalty: 2693.037598
	Iteration 49Q: 3 clusters Score -360313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -360316.250000 Penalty: 2693.037598
	Iteration 50Q: 3 clusters Score -360316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -360316.062500 Penalty: 2693.037598
	Iteration 51Q: 3 clusters Score -360316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -360316.312500 Penalty: 2693.037598
	Iteration 52Q: 3 clusters Score -360316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -360318.156250 Penalty: 2693.037598
	Iteration 53Q: 3 clusters Score -360318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -360318.312500 Penalty: 2693.037598
	Iteration 54Q: 3 clusters Score -360318.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -360319.687500 Penalty: 2693.037598
	Iteration 55Q: 3 clusters Score -360319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -360320.718750 Penalty: 2693.037598
	Iteration 56Q: 3 clusters Score -360320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -360320.406250 Penalty: 2693.037598
	Iteration 57Q: 3 clusters Score -360320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -360320.406250 Penalty: 2693.037598
	Iteration 58F: 3 clusters Score -360320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -234250.328125 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -234250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -231782.890625 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -231782.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -232318.296875 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -232318.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -232433.375000 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -232433.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -232500.453125 Penalty: 2553.555420
	Iteration 3Q: 3 clusters Score -232500.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -232534.828125 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -232534.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -232556.156250 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -232556.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -232569.328125 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -232569.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -232578.406250 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -232578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -232585.375000 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -232585.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -232591.984375 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -232592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -232596.703125 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -232596.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -232606.109375 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -232606.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -232612.390625 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -232612.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -232616.812500 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -232616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -232620.781250 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -232620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -232625.578125 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -232625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -232628.609375 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -232628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -232631.781250 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -232631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -232634.765625 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -232634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -232636.828125 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -232636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232638.406250 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -232638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -232639.765625 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -232639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -232641.453125 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -232641.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -232642.218750 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -232642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -232643.031250 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -232643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232644.984375 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -232645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -232646.218750 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -232646.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -232648.968750 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -232649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -232650.656250 Penalty: 2553.555420
	Iteration 28Q: 3 clusters Score -232650.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -232653.296875 Penalty: 2553.555420
	Iteration 29Q: 3 clusters Score -232653.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -232657.203125 Penalty: 2553.555420
	Iteration 30Q: 3 clusters Score -232657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232660.562500 Penalty: 2553.555420
	Iteration 31Q: 3 clusters Score -232660.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -232663.109375 Penalty: 2553.555420
	Iteration 32Q: 3 clusters Score -232663.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -232665.656250 Penalty: 2553.555420
	Iteration 33Q: 3 clusters Score -232665.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -232668.171875 Penalty: 2553.555420
	Iteration 34Q: 3 clusters Score -232668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -232670.765625 Penalty: 2553.555420
	Iteration 35Q: 3 clusters Score -232670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -232672.781250 Penalty: 2553.555420
	Iteration 36Q: 3 clusters Score -232672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -232674.218750 Penalty: 2553.555420
	Iteration 37Q: 3 clusters Score -232674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -232677.609375 Penalty: 2553.555420
	Iteration 38Q: 3 clusters Score -232677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -232680.546875 Penalty: 2553.555420
	Iteration 39Q: 3 clusters Score -232680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -232683.015625 Penalty: 2553.555420
	Iteration 40F: 3 clusters Score -232683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -232686.375000 Penalty: 2553.555420
	Iteration 41Q: 3 clusters Score -232686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -232691.203125 Penalty: 2553.555420
	Iteration 42Q: 3 clusters Score -232691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -232696.265625 Penalty: 2553.555420
	Iteration 43Q: 3 clusters Score -232696.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -232702.234375 Penalty: 2553.555420
	Iteration 44Q: 3 clusters Score -232702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232705.015625 Penalty: 2553.555420
	Iteration 45Q: 3 clusters Score -232705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -232707.296875 Penalty: 2553.555420
	Iteration 46Q: 3 clusters Score -232707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232712.046875 Penalty: 2553.555420
	Iteration 47Q: 3 clusters Score -232712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232717.703125 Penalty: 2553.555420
	Iteration 48Q: 3 clusters Score -232717.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -232722.359375 Penalty: 2553.555420
	Iteration 49Q: 3 clusters Score -232722.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232725.484375 Penalty: 2553.555420
	Iteration 50Q: 3 clusters Score -232725.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -232729.781250 Penalty: 2553.555420
	Iteration 51Q: 3 clusters Score -232729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -232732.406250 Penalty: 2553.555420
	Iteration 52Q: 3 clusters Score -232732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -232734.187500 Penalty: 2553.555420
	Iteration 53Q: 3 clusters Score -232734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -232735.093750 Penalty: 2553.555420
	Iteration 54Q: 3 clusters Score -232735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -232735.546875 Penalty: 2553.555420
	Iteration 55Q: 3 clusters Score -232735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -232736.203125 Penalty: 2553.555420
	Iteration 56Q: 3 clusters Score -232736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -232736.671875 Penalty: 2553.555420
	Iteration 57Q: 3 clusters Score -232736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -232736.718750 Penalty: 2553.555420
	Iteration 58Q: 3 clusters Score -232736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -232736.437500 Penalty: 2553.555420
	Iteration 59Q: 3 clusters Score -232736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -232736.437500 Penalty: 2553.555420
	Iteration 60F: 3 clusters Score -232736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -173829.281250 Penalty: 1244.538696
	Iteration 0F: 2 clusters Score -173829.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -171704.937500 Penalty: 2489.077393
	Iteration 0F: 3 clusters Score -171704.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -172258.296875 Penalty: 2489.077393
	Iteration 1F: 3 clusters Score -172258.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -172487.593750 Penalty: 2489.077393
	Iteration 2F: 3 clusters Score -172487.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -172705.312500 Penalty: 2489.077393
	Iteration 3F: 3 clusters Score -172705.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -172889.859375 Penalty: 2489.077393
	Iteration 4F: 3 clusters Score -172889.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -173037.843750 Penalty: 2489.077393
	Iteration 5F: 3 clusters Score -173037.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173219.500000 Penalty: 2489.077393
	Iteration 6F: 3 clusters Score -173219.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -173506.750000 Penalty: 2489.077393
	Iteration 7F: 3 clusters Score -173506.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -173828.781250 Penalty: 2489.077393
	Iteration 8F: 3 clusters Score -173828.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -174144.828125 Penalty: 2489.077393
	Iteration 9F: 3 clusters Score -174144.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -174269.671875 Penalty: 2489.077393
	Iteration 10Q: 3 clusters Score -174269.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -174333.218750 Penalty: 2489.077393
	Iteration 11Q: 3 clusters Score -174333.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -174359.406250 Penalty: 2489.077393
	Iteration 12Q: 3 clusters Score -174359.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -174373.609375 Penalty: 2489.077393
	Iteration 13Q: 3 clusters Score -174373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -174377.484375 Penalty: 2489.077393
	Iteration 14Q: 3 clusters Score -174377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -174379.890625 Penalty: 2489.077393
	Iteration 15Q: 3 clusters Score -174379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -174380.281250 Penalty: 2489.077393
	Iteration 16Q: 3 clusters Score -174380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -174380.281250 Penalty: 2489.077393
	Iteration 17F: 3 clusters Score -174380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 140037 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 50255 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 250793 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 1731 members 
Entering Unmasked Estep 
Score: -45674520.000000 Penalty: 38525.945312
Splitting cluster 21 changes total score from -45674724.000000 to -45674520.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 4 contains 9163 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 9 contains 7448 members 
Mstep: Class 10 contains 50255 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 6995 members 
Mstep: Class 16 contains 5003 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 250793 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45675728.000000 Penalty: 36385.617188
Iteration 39Q: 18 clusters Score -4.567573e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 139166 members 
Mstep: Class 4 contains 9629 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 7 contains 3859 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 49903 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 6910 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 10230 members 
Mstep: Class 18 contains 251335 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676516.000000 Penalty: 36385.617188
Iteration 40F: 18 clusters Score -4.567652e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 3493 members 
Mstep: Class 3 contains 139395 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 9 contains 7475 members 
Mstep: Class 10 contains 49502 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 14 contains 7139 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 5010 members 
Mstep: Class 17 contains 9949 members 
Mstep: Class 18 contains 251669 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676888.000000 Penalty: 36385.617188
Iteration 41Q: 18 clusters Score -4.567689e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3569 members 
Mstep: Class 3 contains 139564 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 9 contains 7487 members 
Mstep: Class 10 contains 49080 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 14 contains 7010 members 
Mstep: Class 15 contains 6537 members 
Mstep: Class 16 contains 4982 members 
Mstep: Class 17 contains 9713 members 
Mstep: Class 18 contains 252019 members 
Mstep: Class 19 contains 3940 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45677244.000000 Penalty: 36385.617188
Iteration 42Q: 18 clusters Score -4.567724e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3659 members 
Mstep: Class 3 contains 139671 members 
Mstep: Class 4 contains 10798 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 7 contains 4058 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 48662 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 14 contains 6917 members 
Mstep: Class 15 contains 6358 members 
Mstep: Class 16 contains 4980 members 
Mstep: Class 17 contains 9472 members 
Mstep: Class 18 contains 252367 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45677484.000000 Penalty: 36385.617188
Iteration 43Q: 18 clusters Score -4.567748e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3728 members 
Mstep: Class 3 contains 139809 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 7 contains 4126 members 
Mstep: Class 9 contains 7511 members 
Mstep: Class 10 contains 48226 members 
Mstep: Class 11 contains 5159 members 
Mstep: Class 14 contains 6835 members 
Mstep: Class 15 contains 6147 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 9248 members 
Mstep: Class 18 contains 252733 members 
Mstep: Class 19 contains 3893 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45677864.000000 Penalty: 36385.617188
Iteration 44Q: 18 clusters Score -4.567786e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 139906 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 7657 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 9 contains 7522 members 
Mstep: Class 10 contains 47834 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 14 contains 6753 members 
Mstep: Class 15 contains 5959 members 
Mstep: Class 16 contains 4996 members 
Mstep: Class 17 contains 9029 members 
Mstep: Class 18 contains 253094 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678140.000000 Penalty: 36385.617188
Iteration 45Q: 18 clusters Score -4.567814e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 139984 members 
Mstep: Class 4 contains 11624 members 
Mstep: Class 5 contains 7663 members 
Mstep: Class 7 contains 4275 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 47470 members 
Mstep: Class 11 contains 5246 members 
Mstep: Class 14 contains 6685 members 
Mstep: Class 15 contains 5769 members 
Mstep: Class 16 contains 5027 members 
Mstep: Class 17 contains 8798 members 
Mstep: Class 18 contains 253432 members 
Mstep: Class 19 contains 3796 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678324.000000 Penalty: 36385.617188
Iteration 46Q: 18 clusters Score -4.567832e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 140143 members 
Mstep: Class 4 contains 11803 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 47111 members 
Mstep: Class 11 contains 5303 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 5581 members 
Mstep: Class 16 contains 5031 members 
Mstep: Class 17 contains 8589 members 
Mstep: Class 18 contains 253734 members 
Mstep: Class 19 contains 3764 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678648.000000 Penalty: 36385.617188
Iteration 47Q: 18 clusters Score -4.567865e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3978 members 
Mstep: Class 3 contains 140223 members 
Mstep: Class 4 contains 11990 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 7 contains 4400 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 46741 members 
Mstep: Class 11 contains 5382 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 5413 members 
Mstep: Class 16 contains 5029 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 254064 members 
Mstep: Class 19 contains 3745 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 1913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678824.000000 Penalty: 36385.617188
Iteration 48Q: 18 clusters Score -4.567882e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4040 members 
Mstep: Class 3 contains 140306 members 
Mstep: Class 4 contains 12145 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 7 contains 4457 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 46370 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 14 contains 6499 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 8187 members 
Mstep: Class 18 contains 254405 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 18 clusters Score -4.567918e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 140396 members 
Mstep: Class 4 contains 12274 members 
Mstep: Class 5 contains 7662 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 9 contains 7572 members 
Mstep: Class 10 contains 46012 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 14 contains 6431 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 16 contains 5126 members 
Mstep: Class 17 contains 7973 members 
Mstep: Class 18 contains 254751 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 1901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 18 clusters Score -4.567944e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 140445 members 
Mstep: Class 4 contains 12399 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 9 contains 7583 members 
Mstep: Class 10 contains 45676 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 14 contains 6390 members 
Mstep: Class 15 contains 4969 members 
Mstep: Class 16 contains 5156 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 255051 members 
Mstep: Class 19 contains 3673 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 18 clusters Score -4.567966e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 140528 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 7654 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 9 contains 7591 members 
Mstep: Class 10 contains 45355 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 14 contains 6342 members 
Mstep: Class 15 contains 4840 members 
Mstep: Class 16 contains 5181 members 
Mstep: Class 17 contains 7580 members 
Mstep: Class 18 contains 255342 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 18 clusters Score -4.567981e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 140586 members 
Mstep: Class 4 contains 12606 members 
Mstep: Class 5 contains 7653 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 9 contains 7597 members 
Mstep: Class 10 contains 45051 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 255620 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 18 clusters Score -4.567998e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 140629 members 
Mstep: Class 4 contains 12714 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 9 contains 7602 members 
Mstep: Class 10 contains 44764 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 14 contains 6261 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 5268 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 255882 members 
Mstep: Class 19 contains 3664 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -4.568037e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 140663 members 
Mstep: Class 4 contains 12793 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 44493 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 14 contains 6243 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 6926 members 
Mstep: Class 18 contains 256127 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 18 clusters Score -4.568081e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 140695 members 
Mstep: Class 4 contains 12860 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 44219 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 14 contains 6217 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 5366 members 
Mstep: Class 17 contains 6707 members 
Mstep: Class 18 contains 256408 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 18 clusters Score -4.568114e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 140725 members 
Mstep: Class 4 contains 12923 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 43936 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 14 contains 6249 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 5419 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 18 contains 256681 members 
Mstep: Class 19 contains 3652 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 1885 members 
Entering Unmasked Estep 
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Iteration 57Q: 18 clusters Score -4.568138e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 140695 members 
Mstep: Class 4 contains 12980 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 9 contains 7640 members 
Mstep: Class 10 contains 43652 members 
Mstep: Class 11 contains 6434 members 
Mstep: Class 14 contains 6328 members 
Mstep: Class 15 contains 4243 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 256941 members 
Mstep: Class 19 contains 3662 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 1885 members 
Entering Unmasked Estep 
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Iteration 58Q: 18 clusters Score -4.568149e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 140707 members 
Mstep: Class 4 contains 13015 members 
Mstep: Class 5 contains 7689 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 9 contains 7647 members 
Mstep: Class 10 contains 43386 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 4184 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 6059 members 
Mstep: Class 18 contains 257174 members 
Mstep: Class 19 contains 3666 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 18 clusters Score -4.568153e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4496 members 
Mstep: Class 3 contains 140706 members 
Mstep: Class 4 contains 13045 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 9 contains 7653 members 
Mstep: Class 10 contains 43114 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 14 contains 6476 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 5897 members 
Mstep: Class 18 contains 257408 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 18 clusters Score -4.568173e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 140633 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 7 contains 4543 members 
Mstep: Class 9 contains 7664 members 
Mstep: Class 10 contains 42820 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 4088 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 257684 members 
Mstep: Class 19 contains 3665 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 1885 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -4.568192e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 140547 members 
Mstep: Class 4 contains 13094 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 9 contains 7671 members 
Mstep: Class 10 contains 42520 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 16 contains 5793 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 257960 members 
Mstep: Class 19 contains 3670 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 18 clusters Score -4.568212e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 140435 members 
Mstep: Class 4 contains 13116 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 9 contains 7682 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 14 contains 6725 members 
Mstep: Class 15 contains 4003 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 5423 members 
Mstep: Class 18 contains 258220 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 18 clusters Score -4.56822e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 3 contains 140341 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 7 contains 4443 members 
Mstep: Class 9 contains 7695 members 
Mstep: Class 10 contains 41976 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 16 contains 5931 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 258454 members 
Mstep: Class 19 contains 3690 members 
Mstep: Class 20 contains 2695 members 
Mstep: Class 21 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 18 clusters Score -4.56823e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 140260 members 
Mstep: Class 4 contains 13167 members 
Mstep: Class 5 contains 7702 members 
Mstep: Class 7 contains 4421 members 
Mstep: Class 9 contains 7702 members 
Mstep: Class 10 contains 41741 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 14 contains 6863 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 6004 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 258671 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 21 contains 1887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 18 clusters Score -4.568233e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 4629 members 
Mstep: Class 3 contains 140207 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 7705 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 9 contains 7710 members 
Mstep: Class 10 contains 41512 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 14 contains 6929 members 
Mstep: Class 15 contains 3880 members 
Mstep: Class 16 contains 6073 members 
Mstep: Class 17 contains 5043 members 
Mstep: Class 18 contains 258879 members 
Mstep: Class 19 contains 3700 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 18 clusters Score -4.568235e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4642 members 
Mstep: Class 3 contains 140189 members 
Mstep: Class 4 contains 13190 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 9 contains 7720 members 
Mstep: Class 10 contains 41263 members 
Mstep: Class 11 contains 7001 members 
Mstep: Class 14 contains 6991 members 
Mstep: Class 15 contains 3838 members 
Mstep: Class 16 contains 6154 members 
Mstep: Class 17 contains 4943 members 
Mstep: Class 18 contains 259089 members 
Mstep: Class 19 contains 3707 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 18 clusters Score -4.568247e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4658 members 
Mstep: Class 3 contains 140172 members 
Mstep: Class 4 contains 13208 members 
Mstep: Class 5 contains 7714 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 9 contains 7730 members 
Mstep: Class 10 contains 41008 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 14 contains 7044 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 6224 members 
Mstep: Class 17 contains 4861 members 
Mstep: Class 18 contains 259307 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 18 clusters Score -4.568244e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 140144 members 
Mstep: Class 4 contains 13217 members 
Mstep: Class 5 contains 7716 members 
Mstep: Class 7 contains 4215 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 40746 members 
Mstep: Class 11 contains 7068 members 
Mstep: Class 14 contains 7065 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 259541 members 
Mstep: Class 19 contains 3723 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 1888 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -4.56824e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 140122 members 
Mstep: Class 4 contains 13231 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 7 contains 4162 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 40495 members 
Mstep: Class 11 contains 7091 members 
Mstep: Class 14 contains 7097 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 4736 members 
Mstep: Class 18 contains 259768 members 
Mstep: Class 19 contains 3726 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 1887 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -4.56825e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4709 members 
Mstep: Class 3 contains 140107 members 
Mstep: Class 4 contains 13256 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 7 contains 4109 members 
Mstep: Class 9 contains 7749 members 
Mstep: Class 10 contains 40249 members 
Mstep: Class 11 contains 7108 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 259986 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 2711 members 
Mstep: Class 21 contains 1886 members 
Entering Unmasked Estep 
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Iteration 71Q: 18 clusters Score -4.568246e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 140071 members 
Mstep: Class 4 contains 13273 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 7 contains 4058 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 39993 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 14 contains 7153 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 6518 members 
Mstep: Class 17 contains 4610 members 
Mstep: Class 18 contains 260227 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 20 contains 2709 members 
Mstep: Class 21 contains 1884 members 
Entering Unmasked Estep 
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Iteration 72Q: 18 clusters Score -4.56825e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4735 members 
Mstep: Class 3 contains 140035 members 
Mstep: Class 4 contains 13301 members 
Mstep: Class 5 contains 7739 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 39749 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 6598 members 
Mstep: Class 17 contains 4540 members 
Mstep: Class 18 contains 260447 members 
Mstep: Class 19 contains 3749 members 
Mstep: Class 20 contains 2709 members 
Mstep: Class 21 contains 1883 members 
Entering Unmasked Estep 
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Iteration 73Q: 18 clusters Score -4.568254e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4743 members 
Mstep: Class 3 contains 139993 members 
Mstep: Class 4 contains 13322 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 7 contains 3947 members 
Mstep: Class 9 contains 7756 members 
Mstep: Class 10 contains 39482 members 
Mstep: Class 11 contains 7148 members 
Mstep: Class 14 contains 7242 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 4480 members 
Mstep: Class 18 contains 260708 members 
Mstep: Class 19 contains 3749 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 74Q: 18 clusters Score -4.568252e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 3 contains 139958 members 
Mstep: Class 4 contains 13340 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 7 contains 3910 members 
Mstep: Class 9 contains 7758 members 
Mstep: Class 10 contains 39230 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 260960 members 
Mstep: Class 19 contains 3752 members 
Mstep: Class 20 contains 2709 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 75Q: 18 clusters Score -4.568253e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 139931 members 
Mstep: Class 4 contains 13353 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 38954 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 261232 members 
Mstep: Class 19 contains 3755 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 1880 members 
Entering Unmasked Estep 
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Iteration 76Q: 18 clusters Score -4.568254e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 139924 members 
Mstep: Class 4 contains 13365 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 9 contains 7760 members 
Mstep: Class 10 contains 38689 members 
Mstep: Class 11 contains 7162 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 18 contains 261493 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2714 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
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Iteration 77Q: 18 clusters Score -4.568266e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4786 members 
Mstep: Class 3 contains 139906 members 
Mstep: Class 4 contains 13371 members 
Mstep: Class 5 contains 7765 members 
Mstep: Class 7 contains 3810 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 38421 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 14 contains 7445 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 6832 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 261751 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682592.000000 Penalty: 36385.617188
Iteration 78Q: 18 clusters Score -4.568259e+07 nChanged 525
Entering ConstructFrom: 
Score: -45682592.000000 Penalty: 36385.617188
Entering ConstructFrom: 
Trying to split cluster 1 (9809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Entering Unmasked Estep 
Score: -870920.687500 Penalty: 1493.546509
	Iteration 0F: 2 clusters Score -870920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -863860.750000 Penalty: 2987.093018
	Iteration 0F: 3 clusters Score -863860.8 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -866117.687500 Penalty: 2987.093018
	Iteration 1F: 3 clusters Score -866117.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -866367.125000 Penalty: 2987.093018
	Iteration 2F: 3 clusters Score -866367.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -866593.875000 Penalty: 2987.093018
	Iteration 3F: 3 clusters Score -866593.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -866817.750000 Penalty: 2987.093018
	Iteration 4Q: 3 clusters Score -866817.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -867035.437500 Penalty: 2987.093018
	Iteration 5Q: 3 clusters Score -867035.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -867299.875000 Penalty: 2987.093018
	Iteration 6Q: 3 clusters Score -867299.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -867618.000000 Penalty: 2987.093018
	Iteration 7F: 3 clusters Score -867618 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -868012.812500 Penalty: 2987.093018
	Iteration 8F: 3 clusters Score -868012.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -868395.937500 Penalty: 2987.093018
	Iteration 9F: 3 clusters Score -868395.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -868784.187500 Penalty: 2987.093018
	Iteration 10Q: 3 clusters Score -868784.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -869073.812500 Penalty: 2987.093018
	Iteration 11Q: 3 clusters Score -869073.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -869284.437500 Penalty: 2987.093018
	Iteration 12Q: 3 clusters Score -869284.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -869442.687500 Penalty: 2987.093018
	Iteration 13Q: 3 clusters Score -869442.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -869569.125000 Penalty: 2987.093018
	Iteration 14Q: 3 clusters Score -869569.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -869652.062500 Penalty: 2987.093018
	Iteration 15Q: 3 clusters Score -869652.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -869708.000000 Penalty: 2987.093018
	Iteration 16Q: 3 clusters Score -869708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -869753.375000 Penalty: 2987.093018
	Iteration 17Q: 3 clusters Score -869753.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -869782.437500 Penalty: 2987.093018
	Iteration 18Q: 3 clusters Score -869782.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -869818.250000 Penalty: 2987.093018
	Iteration 19Q: 3 clusters Score -869818.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -869840.312500 Penalty: 2987.093018
	Iteration 20F: 3 clusters Score -869840.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -869858.937500 Penalty: 2987.093018
	Iteration 21Q: 3 clusters Score -869858.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -869870.187500 Penalty: 2987.093018
	Iteration 22Q: 3 clusters Score -869870.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -869876.312500 Penalty: 2987.093018
	Iteration 23Q: 3 clusters Score -869876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -869885.625000 Penalty: 2987.093018
	Iteration 24Q: 3 clusters Score -869885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -869898.375000 Penalty: 2987.093018
	Iteration 25Q: 3 clusters Score -869898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -869902.375000 Penalty: 2987.093018
	Iteration 26Q: 3 clusters Score -869902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -869906.000000 Penalty: 2987.093018
	Iteration 27Q: 3 clusters Score -869906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -869908.750000 Penalty: 2987.093018
	Iteration 28Q: 3 clusters Score -869908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -869910.187500 Penalty: 2987.093018
	Iteration 29Q: 3 clusters Score -869910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -869910.187500 Penalty: 2987.093018
	Iteration 30F: 3 clusters Score -869910.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -430135.937500 Penalty: 1377.003662
	Iteration 0F: 2 clusters Score -430135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -426256.812500 Penalty: 2754.007324
	Iteration 0F: 3 clusters Score -426256.8 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -427370.062500 Penalty: 2754.007324
	Iteration 1F: 3 clusters Score -427370.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -427557.218750 Penalty: 2754.007324
	Iteration 2F: 3 clusters Score -427557.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -427682.625000 Penalty: 2754.007324
	Iteration 3F: 3 clusters Score -427682.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -427779.156250 Penalty: 2754.007324
	Iteration 4Q: 3 clusters Score -427779.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -427860.218750 Penalty: 2754.007324
	Iteration 5Q: 3 clusters Score -427860.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -427955.562500 Penalty: 2754.007324
	Iteration 6Q: 3 clusters Score -427955.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -428044.625000 Penalty: 2754.007324
	Iteration 7Q: 3 clusters Score -428044.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -428126.343750 Penalty: 2754.007324
	Iteration 8Q: 3 clusters Score -428126.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -428204.406250 Penalty: 2754.007324
	Iteration 9Q: 3 clusters Score -428204.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -428293.843750 Penalty: 2754.007324
	Iteration 10Q: 3 clusters Score -428293.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -428376.218750 Penalty: 2754.007324
	Iteration 11Q: 3 clusters Score -428376.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -428449.875000 Penalty: 2754.007324
	Iteration 12Q: 3 clusters Score -428449.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -428520.593750 Penalty: 2754.007324
	Iteration 13Q: 3 clusters Score -428520.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -428587.593750 Penalty: 2754.007324
	Iteration 14Q: 3 clusters Score -428587.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -428644.156250 Penalty: 2754.007324
	Iteration 15Q: 3 clusters Score -428644.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -428702.125000 Penalty: 2754.007324
	Iteration 16Q: 3 clusters Score -428702.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -428747.937500 Penalty: 2754.007324
	Iteration 17Q: 3 clusters Score -428747.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -428777.625000 Penalty: 2754.007324
	Iteration 18Q: 3 clusters Score -428777.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -428800.500000 Penalty: 2754.007324
	Iteration 19Q: 3 clusters Score -428800.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -428815.718750 Penalty: 2754.007324
	Iteration 20F: 3 clusters Score -428815.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -428823.781250 Penalty: 2754.007324
	Iteration 21Q: 3 clusters Score -428823.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -428829.593750 Penalty: 2754.007324
	Iteration 22Q: 3 clusters Score -428829.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -428840.093750 Penalty: 2754.007324
	Iteration 23Q: 3 clusters Score -428840.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -428856.375000 Penalty: 2754.007324
	Iteration 24Q: 3 clusters Score -428856.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -428868.687500 Penalty: 2754.007324
	Iteration 25Q: 3 clusters Score -428868.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -428878.781250 Penalty: 2754.007324
	Iteration 26Q: 3 clusters Score -428878.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -428880.656250 Penalty: 2754.007324
	Iteration 27Q: 3 clusters Score -428880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -428883.875000 Penalty: 2754.007324
	Iteration 28Q: 3 clusters Score -428883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -428885.156250 Penalty: 2754.007324
	Iteration 29Q: 3 clusters Score -428885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -428887.468750 Penalty: 2754.007324
	Iteration 30Q: 3 clusters Score -428887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -428888.656250 Penalty: 2754.007324
	Iteration 31Q: 3 clusters Score -428888.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -428892.406250 Penalty: 2754.007324
	Iteration 32Q: 3 clusters Score -428892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -428896.343750 Penalty: 2754.007324
	Iteration 33Q: 3 clusters Score -428896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -428899.031250 Penalty: 2754.007324
	Iteration 34Q: 3 clusters Score -428899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -428900.625000 Penalty: 2754.007324
	Iteration 35Q: 3 clusters Score -428900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -428902.718750 Penalty: 2754.007324
	Iteration 36Q: 3 clusters Score -428902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -428904.125000 Penalty: 2754.007324
	Iteration 37Q: 3 clusters Score -428904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -428904.375000 Penalty: 2754.007324
	Iteration 38Q: 3 clusters Score -428904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -428904.375000 Penalty: 2754.007324
	Iteration 39F: 3 clusters Score -428904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (139919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139919 members 
Entering Unmasked Estep 
Score: -12109517.000000 Penalty: 1925.433105
	Iteration 0F: 2 clusters Score -1.210952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -12016046.000000 Penalty: 3850.866211
	Iteration 0F: 3 clusters Score -1.201605e+07 nChanged 67279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -12056140.000000 Penalty: 3850.866211
	Iteration 1F: 3 clusters Score -1.205614e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -12057565.000000 Penalty: 3850.866211
	Iteration 2Q: 3 clusters Score -1.205756e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -12060048.000000 Penalty: 3850.866211
	Iteration 3Q: 3 clusters Score -1.206005e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -12064515.000000 Penalty: 3850.866211
	Iteration 4F: 3 clusters Score -1.206452e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102923 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -12072279.000000 Penalty: 3850.866211
	Iteration 5F: 3 clusters Score -1.207228e+07 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -12083495.000000 Penalty: 3850.866211
	Iteration 6F: 3 clusters Score -1.20835e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127411 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -12095428.000000 Penalty: 3850.866211
	Iteration 7F: 3 clusters Score -1.209543e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135211 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -12103318.000000 Penalty: 3850.866211
	Iteration 8F: 3 clusters Score -1.210332e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138590 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12106532.000000 Penalty: 3850.866211
	Iteration 9Q: 3 clusters Score -1.210653e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139543 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12107452.000000 Penalty: 3850.866211
	Iteration 10Q: 3 clusters Score -1.210745e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139736 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12107681.000000 Penalty: 3850.866211
	Iteration 11Q: 3 clusters Score -1.210768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139765 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12107726.000000 Penalty: 3850.866211
	Iteration 12Q: 3 clusters Score -1.210773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139781 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -12107769.000000 Penalty: 3850.866211
	Iteration 13Q: 3 clusters Score -1.210777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12107801.000000 Penalty: 3850.866211
	Iteration 14Q: 3 clusters Score -1.21078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12107811.000000 Penalty: 3850.866211
	Iteration 15Q: 3 clusters Score -1.210781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12107815.000000 Penalty: 3850.866211
	Iteration 16Q: 3 clusters Score -1.210782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12107821.000000 Penalty: 3850.866211
	Iteration 17Q: 3 clusters Score -1.210782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12107823.000000 Penalty: 3850.866211
	Iteration 18Q: 3 clusters Score -1.210782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139793 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12107819.000000 Penalty: 3850.866211
	Iteration 19Q: 3 clusters Score -1.210782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139792 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12107823.000000 Penalty: 3850.866211
	Iteration 20F: 3 clusters Score -1.210782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Entering Unmasked Estep 
Score: -1185580.750000 Penalty: 1543.935669
	Iteration 0F: 2 clusters Score -1185581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1176205.125000 Penalty: 3087.871338
	Iteration 0F: 3 clusters Score -1176205 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1179384.750000 Penalty: 3087.871338
	Iteration 1F: 3 clusters Score -1179385 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1179679.625000 Penalty: 3087.871338
	Iteration 2F: 3 clusters Score -1179680 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1179963.500000 Penalty: 3087.871338
	Iteration 3F: 3 clusters Score -1179964 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1180212.375000 Penalty: 3087.871338
	Iteration 4Q: 3 clusters Score -1180212 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1180475.125000 Penalty: 3087.871338
	Iteration 5Q: 3 clusters Score -1180475 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1180736.250000 Penalty: 3087.871338
	Iteration 6Q: 3 clusters Score -1180736 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1181036.000000 Penalty: 3087.871338
	Iteration 7Q: 3 clusters Score -1181036 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1181399.375000 Penalty: 3087.871338
	Iteration 8Q: 3 clusters Score -1181399 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1181803.000000 Penalty: 3087.871338
	Iteration 9Q: 3 clusters Score -1181803 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1182257.125000 Penalty: 3087.871338
	Iteration 10F: 3 clusters Score -1182257 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1182724.000000 Penalty: 3087.871338
	Iteration 11Q: 3 clusters Score -1182724 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1183188.125000 Penalty: 3087.871338
	Iteration 12Q: 3 clusters Score -1183188 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1183607.875000 Penalty: 3087.871338
	Iteration 13Q: 3 clusters Score -1183608 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1183939.625000 Penalty: 3087.871338
	Iteration 14Q: 3 clusters Score -1183940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1184145.875000 Penalty: 3087.871338
	Iteration 15Q: 3 clusters Score -1184146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1184246.125000 Penalty: 3087.871338
	Iteration 16Q: 3 clusters Score -1184246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1184317.750000 Penalty: 3087.871338
	Iteration 17Q: 3 clusters Score -1184318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1184379.500000 Penalty: 3087.871338
	Iteration 18Q: 3 clusters Score -1184380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1184410.750000 Penalty: 3087.871338
	Iteration 19Q: 3 clusters Score -1184411 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1184433.250000 Penalty: 3087.871338
	Iteration 20F: 3 clusters Score -1184433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1184448.125000 Penalty: 3087.871338
	Iteration 21Q: 3 clusters Score -1184448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1184452.375000 Penalty: 3087.871338
	Iteration 22Q: 3 clusters Score -1184452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1184457.125000 Penalty: 3087.871338
	Iteration 23Q: 3 clusters Score -1184457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1184459.250000 Penalty: 3087.871338
	Iteration 24Q: 3 clusters Score -1184459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1184461.000000 Penalty: 3087.871338
	Iteration 25Q: 3 clusters Score -1184461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1184461.625000 Penalty: 3087.871338
	Iteration 26Q: 3 clusters Score -1184462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1184461.875000 Penalty: 3087.871338
	Iteration 27Q: 3 clusters Score -1184462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1184466.875000 Penalty: 3087.871338
	Iteration 28Q: 3 clusters Score -1184467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1184467.250000 Penalty: 3087.871338
	Iteration 29Q: 3 clusters Score -1184467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1184467.250000 Penalty: 3087.871338
	Iteration 30F: 3 clusters Score -1184467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -694499.062500 Penalty: 1455.532593
	Iteration 0F: 2 clusters Score -694499.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -688822.687500 Penalty: 2911.065186
	Iteration 0F: 3 clusters Score -688822.7 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -690554.500000 Penalty: 2911.065186
	Iteration 1F: 3 clusters Score -690554.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -690787.125000 Penalty: 2911.065186
	Iteration 2F: 3 clusters Score -690787.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -690957.062500 Penalty: 2911.065186
	Iteration 3F: 3 clusters Score -690957.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -691083.937500 Penalty: 2911.065186
	Iteration 4Q: 3 clusters Score -691083.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -691203.750000 Penalty: 2911.065186
	Iteration 5Q: 3 clusters Score -691203.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -691337.625000 Penalty: 2911.065186
	Iteration 6Q: 3 clusters Score -691337.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -691495.562500 Penalty: 2911.065186
	Iteration 7Q: 3 clusters Score -691495.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -691660.437500 Penalty: 2911.065186
	Iteration 8Q: 3 clusters Score -691660.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -691815.125000 Penalty: 2911.065186
	Iteration 9Q: 3 clusters Score -691815.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -691981.500000 Penalty: 2911.065186
	Iteration 10Q: 3 clusters Score -691981.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -692162.875000 Penalty: 2911.065186
	Iteration 11Q: 3 clusters Score -692162.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -692327.000000 Penalty: 2911.065186
	Iteration 12Q: 3 clusters Score -692327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -692468.062500 Penalty: 2911.065186
	Iteration 13Q: 3 clusters Score -692468.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -692572.000000 Penalty: 2911.065186
	Iteration 14Q: 3 clusters Score -692572 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -692644.437500 Penalty: 2911.065186
	Iteration 15Q: 3 clusters Score -692644.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -692683.000000 Penalty: 2911.065186
	Iteration 16Q: 3 clusters Score -692683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -692721.937500 Penalty: 2911.065186
	Iteration 17Q: 3 clusters Score -692721.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -692766.375000 Penalty: 2911.065186
	Iteration 18Q: 3 clusters Score -692766.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -692807.500000 Penalty: 2911.065186
	Iteration 19Q: 3 clusters Score -692807.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -692848.562500 Penalty: 2911.065186
	Iteration 20F: 3 clusters Score -692848.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -692895.750000 Penalty: 2911.065186
	Iteration 21Q: 3 clusters Score -692895.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -692932.062500 Penalty: 2911.065186
	Iteration 22Q: 3 clusters Score -692932.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -692961.125000 Penalty: 2911.065186
	Iteration 23Q: 3 clusters Score -692961.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -692976.437500 Penalty: 2911.065186
	Iteration 24Q: 3 clusters Score -692976.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -692989.062500 Penalty: 2911.065186
	Iteration 25Q: 3 clusters Score -692989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -693004.687500 Penalty: 2911.065186
	Iteration 26Q: 3 clusters Score -693004.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -693014.812500 Penalty: 2911.065186
	Iteration 27Q: 3 clusters Score -693014.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -693027.562500 Penalty: 2911.065186
	Iteration 28Q: 3 clusters Score -693027.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -693037.687500 Penalty: 2911.065186
	Iteration 29Q: 3 clusters Score -693037.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -693050.562500 Penalty: 2911.065186
	Iteration 30Q: 3 clusters Score -693050.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -693065.250000 Penalty: 2911.065186
	Iteration 31Q: 3 clusters Score -693065.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -693082.000000 Penalty: 2911.065186
	Iteration 32Q: 3 clusters Score -693082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -693091.812500 Penalty: 2911.065186
	Iteration 33Q: 3 clusters Score -693091.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -693107.875000 Penalty: 2911.065186
	Iteration 34Q: 3 clusters Score -693107.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -693116.687500 Penalty: 2911.065186
	Iteration 35Q: 3 clusters Score -693116.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -693124.437500 Penalty: 2911.065186
	Iteration 36Q: 3 clusters Score -693124.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -693131.687500 Penalty: 2911.065186
	Iteration 37Q: 3 clusters Score -693131.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -693145.687500 Penalty: 2911.065186
	Iteration 38Q: 3 clusters Score -693145.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -693157.187500 Penalty: 2911.065186
	Iteration 39Q: 3 clusters Score -693157.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -693168.625000 Penalty: 2911.065186
	Iteration 40F: 3 clusters Score -693168.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -693183.500000 Penalty: 2911.065186
	Iteration 41Q: 3 clusters Score -693183.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -693194.750000 Penalty: 2911.065186
	Iteration 42Q: 3 clusters Score -693194.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -693213.250000 Penalty: 2911.065186
	Iteration 43Q: 3 clusters Score -693213.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693223.125000 Penalty: 2911.065186
	Iteration 44Q: 3 clusters Score -693223.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -693235.437500 Penalty: 2911.065186
	Iteration 45Q: 3 clusters Score -693235.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -693247.000000 Penalty: 2911.065186
	Iteration 46Q: 3 clusters Score -693247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -693258.375000 Penalty: 2911.065186
	Iteration 47Q: 3 clusters Score -693258.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -693271.187500 Penalty: 2911.065186
	Iteration 48Q: 3 clusters Score -693271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -693288.562500 Penalty: 2911.065186
	Iteration 49Q: 3 clusters Score -693288.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -693299.250000 Penalty: 2911.065186
	Iteration 50Q: 3 clusters Score -693299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -693305.062500 Penalty: 2911.065186
	Iteration 51Q: 3 clusters Score -693305.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -693310.500000 Penalty: 2911.065186
	Iteration 52Q: 3 clusters Score -693310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -693313.625000 Penalty: 2911.065186
	Iteration 53Q: 3 clusters Score -693313.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -693319.750000 Penalty: 2911.065186
	Iteration 54Q: 3 clusters Score -693319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -693324.750000 Penalty: 2911.065186
	Iteration 55Q: 3 clusters Score -693324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -693329.437500 Penalty: 2911.065186
	Iteration 56Q: 3 clusters Score -693329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -693338.187500 Penalty: 2911.065186
	Iteration 57Q: 3 clusters Score -693338.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -693347.562500 Penalty: 2911.065186
	Iteration 58Q: 3 clusters Score -693347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -693356.812500 Penalty: 2911.065186
	Iteration 59Q: 3 clusters Score -693356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -693363.875000 Penalty: 2911.065186
	Iteration 60F: 3 clusters Score -693363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -693366.500000 Penalty: 2911.065186
	Iteration 61Q: 3 clusters Score -693366.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -693367.875000 Penalty: 2911.065186
	Iteration 62Q: 3 clusters Score -693367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -693369.250000 Penalty: 2911.065186
	Iteration 63Q: 3 clusters Score -693369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -693371.625000 Penalty: 2911.065186
	Iteration 64Q: 3 clusters Score -693371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -693371.312500 Penalty: 2911.065186
	Iteration 65Q: 3 clusters Score -693371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -693371.312500 Penalty: 2911.065186
	Iteration 66F: 3 clusters Score -693371.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -327207.312500 Penalty: 1338.504395
	Iteration 0F: 2 clusters Score -327207.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -324018.687500 Penalty: 2677.008789
	Iteration 0F: 3 clusters Score -324018.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -324787.875000 Penalty: 2677.008789
	Iteration 1F: 3 clusters Score -324787.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -324927.562500 Penalty: 2677.008789
	Iteration 2F: 3 clusters Score -324927.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -325008.625000 Penalty: 2677.008789
	Iteration 3Q: 3 clusters Score -325008.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -325065.343750 Penalty: 2677.008789
	Iteration 4Q: 3 clusters Score -325065.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -325111.343750 Penalty: 2677.008789
	Iteration 5Q: 3 clusters Score -325111.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -325145.843750 Penalty: 2677.008789
	Iteration 6Q: 3 clusters Score -325145.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -325176.656250 Penalty: 2677.008789
	Iteration 7Q: 3 clusters Score -325176.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -325210.156250 Penalty: 2677.008789
	Iteration 8Q: 3 clusters Score -325210.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -325239.500000 Penalty: 2677.008789
	Iteration 9Q: 3 clusters Score -325239.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -325265.156250 Penalty: 2677.008789
	Iteration 10Q: 3 clusters Score -325265.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -325294.000000 Penalty: 2677.008789
	Iteration 11Q: 3 clusters Score -325294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -325326.968750 Penalty: 2677.008789
	Iteration 12Q: 3 clusters Score -325327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -325366.406250 Penalty: 2677.008789
	Iteration 13Q: 3 clusters Score -325366.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -325407.156250 Penalty: 2677.008789
	Iteration 14Q: 3 clusters Score -325407.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -325447.250000 Penalty: 2677.008789
	Iteration 15Q: 3 clusters Score -325447.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -325485.656250 Penalty: 2677.008789
	Iteration 16Q: 3 clusters Score -325485.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -325523.062500 Penalty: 2677.008789
	Iteration 17Q: 3 clusters Score -325523.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -325555.781250 Penalty: 2677.008789
	Iteration 18Q: 3 clusters Score -325555.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -325588.031250 Penalty: 2677.008789
	Iteration 19Q: 3 clusters Score -325588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -325619.312500 Penalty: 2677.008789
	Iteration 20F: 3 clusters Score -325619.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -325647.281250 Penalty: 2677.008789
	Iteration 21Q: 3 clusters Score -325647.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -325680.312500 Penalty: 2677.008789
	Iteration 22Q: 3 clusters Score -325680.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -325720.468750 Penalty: 2677.008789
	Iteration 23Q: 3 clusters Score -325720.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -325754.218750 Penalty: 2677.008789
	Iteration 24Q: 3 clusters Score -325754.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -325790.125000 Penalty: 2677.008789
	Iteration 25Q: 3 clusters Score -325790.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -325823.812500 Penalty: 2677.008789
	Iteration 26Q: 3 clusters Score -325823.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -325852.593750 Penalty: 2677.008789
	Iteration 27Q: 3 clusters Score -325852.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -325878.437500 Penalty: 2677.008789
	Iteration 28Q: 3 clusters Score -325878.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -325901.468750 Penalty: 2677.008789
	Iteration 29Q: 3 clusters Score -325901.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -325922.093750 Penalty: 2677.008789
	Iteration 30Q: 3 clusters Score -325922.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -325942.406250 Penalty: 2677.008789
	Iteration 31Q: 3 clusters Score -325942.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -325959.593750 Penalty: 2677.008789
	Iteration 32Q: 3 clusters Score -325959.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -325974.625000 Penalty: 2677.008789
	Iteration 33Q: 3 clusters Score -325974.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -325987.687500 Penalty: 2677.008789
	Iteration 34Q: 3 clusters Score -325987.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -325995.875000 Penalty: 2677.008789
	Iteration 35Q: 3 clusters Score -325995.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -326002.468750 Penalty: 2677.008789
	Iteration 36Q: 3 clusters Score -326002.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -326008.500000 Penalty: 2677.008789
	Iteration 37Q: 3 clusters Score -326008.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -326014.156250 Penalty: 2677.008789
	Iteration 38Q: 3 clusters Score -326014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -326017.593750 Penalty: 2677.008789
	Iteration 39Q: 3 clusters Score -326017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -326018.312500 Penalty: 2677.008789
	Iteration 40F: 3 clusters Score -326018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -326019.062500 Penalty: 2677.008789
	Iteration 41Q: 3 clusters Score -326019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -326020.187500 Penalty: 2677.008789
	Iteration 42Q: 3 clusters Score -326020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -326020.531250 Penalty: 2677.008789
	Iteration 43Q: 3 clusters Score -326020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -326020.531250 Penalty: 2677.008789
	Iteration 44F: 3 clusters Score -326020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Entering Unmasked Estep 
Score: -699750.187500 Penalty: 1455.637329
	Iteration 0F: 2 clusters Score -699750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -693896.187500 Penalty: 2911.274658
	Iteration 0F: 3 clusters Score -693896.2 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -695653.375000 Penalty: 2911.274658
	Iteration 1F: 3 clusters Score -695653.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -695851.000000 Penalty: 2911.274658
	Iteration 2F: 3 clusters Score -695851 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -695996.437500 Penalty: 2911.274658
	Iteration 3Q: 3 clusters Score -695996.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -696124.250000 Penalty: 2911.274658
	Iteration 4Q: 3 clusters Score -696124.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -696236.375000 Penalty: 2911.274658
	Iteration 5Q: 3 clusters Score -696236.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -696332.500000 Penalty: 2911.274658
	Iteration 6Q: 3 clusters Score -696332.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -696444.250000 Penalty: 2911.274658
	Iteration 7Q: 3 clusters Score -696444.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -696576.687500 Penalty: 2911.274658
	Iteration 8Q: 3 clusters Score -696576.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -696734.187500 Penalty: 2911.274658
	Iteration 9Q: 3 clusters Score -696734.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -696923.312500 Penalty: 2911.274658
	Iteration 10Q: 3 clusters Score -696923.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -697155.687500 Penalty: 2911.274658
	Iteration 11Q: 3 clusters Score -697155.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -697429.687500 Penalty: 2911.274658
	Iteration 12Q: 3 clusters Score -697429.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -697705.562500 Penalty: 2911.274658
	Iteration 13Q: 3 clusters Score -697705.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -697928.312500 Penalty: 2911.274658
	Iteration 14Q: 3 clusters Score -697928.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -698075.062500 Penalty: 2911.274658
	Iteration 15Q: 3 clusters Score -698075.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -698186.437500 Penalty: 2911.274658
	Iteration 16Q: 3 clusters Score -698186.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -698263.062500 Penalty: 2911.274658
	Iteration 17Q: 3 clusters Score -698263.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -698312.312500 Penalty: 2911.274658
	Iteration 18Q: 3 clusters Score -698312.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -698351.000000 Penalty: 2911.274658
	Iteration 19Q: 3 clusters Score -698351 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -698380.500000 Penalty: 2911.274658
	Iteration 20F: 3 clusters Score -698380.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -698401.437500 Penalty: 2911.274658
	Iteration 21Q: 3 clusters Score -698401.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -698415.062500 Penalty: 2911.274658
	Iteration 22Q: 3 clusters Score -698415.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -698429.687500 Penalty: 2911.274658
	Iteration 23Q: 3 clusters Score -698429.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -698440.500000 Penalty: 2911.274658
	Iteration 24Q: 3 clusters Score -698440.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -698448.250000 Penalty: 2911.274658
	Iteration 25Q: 3 clusters Score -698448.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -698455.812500 Penalty: 2911.274658
	Iteration 26Q: 3 clusters Score -698455.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -698465.062500 Penalty: 2911.274658
	Iteration 27Q: 3 clusters Score -698465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -698468.625000 Penalty: 2911.274658
	Iteration 28Q: 3 clusters Score -698468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -698479.312500 Penalty: 2911.274658
	Iteration 29Q: 3 clusters Score -698479.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -698486.562500 Penalty: 2911.274658
	Iteration 30Q: 3 clusters Score -698486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -698494.312500 Penalty: 2911.274658
	Iteration 31Q: 3 clusters Score -698494.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -698498.437500 Penalty: 2911.274658
	Iteration 32Q: 3 clusters Score -698498.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -698500.687500 Penalty: 2911.274658
	Iteration 33Q: 3 clusters Score -698500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -698500.875000 Penalty: 2911.274658
	Iteration 34Q: 3 clusters Score -698500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -698502.687500 Penalty: 2911.274658
	Iteration 35Q: 3 clusters Score -698502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -698506.000000 Penalty: 2911.274658
	Iteration 36Q: 3 clusters Score -698506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -698505.062500 Penalty: 2911.274658
	Iteration 37Q: 3 clusters Score -698505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -698505.062500 Penalty: 2911.274658
	Iteration 38F: 3 clusters Score -698505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Entering Unmasked Estep 
Score: -3438096.500000 Penalty: 1714.309326
	Iteration 0F: 2 clusters Score -3438096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3412562.750000 Penalty: 3428.618652
	Iteration 0F: 3 clusters Score -3412563 nChanged 17666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3422365.750000 Penalty: 3428.618652
	Iteration 1F: 3 clusters Score -3422366 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3422828.500000 Penalty: 3428.618652
	Iteration 2Q: 3 clusters Score -3422828 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3423348.750000 Penalty: 3428.618652
	Iteration 3Q: 3 clusters Score -3423349 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3423862.500000 Penalty: 3428.618652
	Iteration 4Q: 3 clusters Score -3423862 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3424406.000000 Penalty: 3428.618652
	Iteration 5Q: 3 clusters Score -3424406 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3424988.000000 Penalty: 3428.618652
	Iteration 6Q: 3 clusters Score -3424988 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -3425630.250000 Penalty: 3428.618652
	Iteration 7Q: 3 clusters Score -3425630 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3426415.250000 Penalty: 3428.618652
	Iteration 8Q: 3 clusters Score -3426415 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3427384.250000 Penalty: 3428.618652
	Iteration 9Q: 3 clusters Score -3427384 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -3428711.000000 Penalty: 3428.618652
	Iteration 10F: 3 clusters Score -3428711 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3430134.000000 Penalty: 3428.618652
	Iteration 11F: 3 clusters Score -3430134 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3431298.250000 Penalty: 3428.618652
	Iteration 12Q: 3 clusters Score -3431298 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3432090.750000 Penalty: 3428.618652
	Iteration 13Q: 3 clusters Score -3432091 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3432446.500000 Penalty: 3428.618652
	Iteration 14Q: 3 clusters Score -3432446 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3432690.750000 Penalty: 3428.618652
	Iteration 15Q: 3 clusters Score -3432691 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3432887.250000 Penalty: 3428.618652
	Iteration 16Q: 3 clusters Score -3432887 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3433065.750000 Penalty: 3428.618652
	Iteration 17Q: 3 clusters Score -3433066 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3433310.250000 Penalty: 3428.618652
	Iteration 18Q: 3 clusters Score -3433310 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3433551.000000 Penalty: 3428.618652
	Iteration 19Q: 3 clusters Score -3433551 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3433786.500000 Penalty: 3428.618652
	Iteration 20F: 3 clusters Score -3433786 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3434028.500000 Penalty: 3428.618652
	Iteration 21Q: 3 clusters Score -3434028 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3434329.000000 Penalty: 3428.618652
	Iteration 22Q: 3 clusters Score -3434329 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3434666.750000 Penalty: 3428.618652
	Iteration 23Q: 3 clusters Score -3434667 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3435005.500000 Penalty: 3428.618652
	Iteration 24Q: 3 clusters Score -3435006 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3435392.750000 Penalty: 3428.618652
	Iteration 25Q: 3 clusters Score -3435393 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3435756.500000 Penalty: 3428.618652
	Iteration 26Q: 3 clusters Score -3435756 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3436111.750000 Penalty: 3428.618652
	Iteration 27Q: 3 clusters Score -3436112 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -3436333.500000 Penalty: 3428.618652
	Iteration 28Q: 3 clusters Score -3436334 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3436494.000000 Penalty: 3428.618652
	Iteration 29Q: 3 clusters Score -3436494 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3436604.250000 Penalty: 3428.618652
	Iteration 30Q: 3 clusters Score -3436604 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3436684.500000 Penalty: 3428.618652
	Iteration 31Q: 3 clusters Score -3436684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3436719.250000 Penalty: 3428.618652
	Iteration 32Q: 3 clusters Score -3436719 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3436766.000000 Penalty: 3428.618652
	Iteration 33Q: 3 clusters Score -3436766 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3436794.000000 Penalty: 3428.618652
	Iteration 34Q: 3 clusters Score -3436794 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3436797.250000 Penalty: 3428.618652
	Iteration 35Q: 3 clusters Score -3436797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3436810.500000 Penalty: 3428.618652
	Iteration 36Q: 3 clusters Score -3436810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3436809.500000 Penalty: 3428.618652
	Iteration 37Q: 3 clusters Score -3436810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3436805.500000 Penalty: 3428.618652
	Iteration 38Q: 3 clusters Score -3436806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3436813.500000 Penalty: 3428.618652
	Iteration 39Q: 3 clusters Score -3436814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3436822.000000 Penalty: 3428.618652
	Iteration 40F: 3 clusters Score -3436822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3436814.500000 Penalty: 3428.618652
	Iteration 41Q: 3 clusters Score -3436814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3436817.500000 Penalty: 3428.618652
	Iteration 42Q: 3 clusters Score -3436818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3436819.750000 Penalty: 3428.618652
	Iteration 43Q: 3 clusters Score -3436820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3436818.750000 Penalty: 3428.618652
	Iteration 44Q: 3 clusters Score -3436819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3436813.750000 Penalty: 3428.618652
	Iteration 45Q: 3 clusters Score -3436814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3436819.750000 Penalty: 3428.618652
	Iteration 46Q: 3 clusters Score -3436820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3436821.750000 Penalty: 3428.618652
	Iteration 47Q: 3 clusters Score -3436822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3436820.250000 Penalty: 3428.618652
	Iteration 48Q: 3 clusters Score -3436820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3436817.500000 Penalty: 3428.618652
	Iteration 49Q: 3 clusters Score -3436818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3436815.750000 Penalty: 3428.618652
	Iteration 50Q: 3 clusters Score -3436816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3436818.750000 Penalty: 3428.618652
	Iteration 51Q: 3 clusters Score -3436819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3436819.500000 Penalty: 3428.618652
	Iteration 52Q: 3 clusters Score -3436820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3436819.500000 Penalty: 3428.618652
	Iteration 53F: 3 clusters Score -3436820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Entering Unmasked Estep 
Score: -622123.000000 Penalty: 1442.597290
	Iteration 0F: 2 clusters Score -622123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -616805.687500 Penalty: 2885.194580
	Iteration 0F: 3 clusters Score -616805.7 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -618452.875000 Penalty: 2885.194580
	Iteration 1F: 3 clusters Score -618452.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -618689.312500 Penalty: 2885.194580
	Iteration 2F: 3 clusters Score -618689.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -618871.500000 Penalty: 2885.194580
	Iteration 3Q: 3 clusters Score -618871.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -619051.250000 Penalty: 2885.194580
	Iteration 4Q: 3 clusters Score -619051.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -619240.062500 Penalty: 2885.194580
	Iteration 5Q: 3 clusters Score -619240.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -619474.312500 Penalty: 2885.194580
	Iteration 6Q: 3 clusters Score -619474.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -619774.687500 Penalty: 2885.194580
	Iteration 7Q: 3 clusters Score -619774.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -620086.437500 Penalty: 2885.194580
	Iteration 8Q: 3 clusters Score -620086.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -620344.375000 Penalty: 2885.194580
	Iteration 9Q: 3 clusters Score -620344.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -620558.812500 Penalty: 2885.194580
	Iteration 10Q: 3 clusters Score -620558.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -620786.812500 Penalty: 2885.194580
	Iteration 11Q: 3 clusters Score -620786.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -621035.000000 Penalty: 2885.194580
	Iteration 12Q: 3 clusters Score -621035 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -621396.687500 Penalty: 2885.194580
	Iteration 13Q: 3 clusters Score -621396.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -622003.750000 Penalty: 2885.194580
	Iteration 14Q: 3 clusters Score -622003.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -622889.000000 Penalty: 2885.194580
	Iteration 15Q: 3 clusters Score -622889 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -623546.437500 Penalty: 2885.194580
	Iteration 16Q: 3 clusters Score -623546.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -623671.000000 Penalty: 2885.194580
	Iteration 17Q: 3 clusters Score -623671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -623681.062500 Penalty: 2885.194580
	Iteration 18Q: 3 clusters Score -623681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -623682.750000 Penalty: 2885.194580
	Iteration 19Q: 3 clusters Score -623682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -623682.125000 Penalty: 2885.194580
	Iteration 20F: 3 clusters Score -623682.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -623683.250000 Penalty: 2885.194580
	Iteration 21Q: 3 clusters Score -623683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -623683.250000 Penalty: 2885.194580
	Iteration 22F: 3 clusters Score -623683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 139919 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 38162 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 3561 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 261998 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 1880 members 
Entering Unmasked Estep 
Score: -45683572.000000 Penalty: 38525.945312
Splitting cluster 11 changes total score from -45682592.000000 to -45683572.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (7498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Entering Unmasked Estep 
Score: -645495.812500 Penalty: 1449.888672
	Iteration 0F: 2 clusters Score -645495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -639961.625000 Penalty: 2899.777344
	Iteration 0F: 3 clusters Score -639961.6 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -641559.687500 Penalty: 2899.777344
	Iteration 1F: 3 clusters Score -641559.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -641731.187500 Penalty: 2899.777344
	Iteration 2F: 3 clusters Score -641731.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -641854.687500 Penalty: 2899.777344
	Iteration 3Q: 3 clusters Score -641854.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -641946.625000 Penalty: 2899.777344
	Iteration 4Q: 3 clusters Score -641946.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -642003.687500 Penalty: 2899.777344
	Iteration 5Q: 3 clusters Score -642003.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -642041.375000 Penalty: 2899.777344
	Iteration 6Q: 3 clusters Score -642041.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -642081.812500 Penalty: 2899.777344
	Iteration 7Q: 3 clusters Score -642081.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -642123.937500 Penalty: 2899.777344
	Iteration 8Q: 3 clusters Score -642123.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -642161.937500 Penalty: 2899.777344
	Iteration 9Q: 3 clusters Score -642161.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -642196.750000 Penalty: 2899.777344
	Iteration 10Q: 3 clusters Score -642196.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -642223.750000 Penalty: 2899.777344
	Iteration 11Q: 3 clusters Score -642223.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -642255.187500 Penalty: 2899.777344
	Iteration 12Q: 3 clusters Score -642255.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -642297.812500 Penalty: 2899.777344
	Iteration 13Q: 3 clusters Score -642297.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -642337.875000 Penalty: 2899.777344
	Iteration 14Q: 3 clusters Score -642337.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -642396.687500 Penalty: 2899.777344
	Iteration 15Q: 3 clusters Score -642396.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -642466.812500 Penalty: 2899.777344
	Iteration 16Q: 3 clusters Score -642466.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -642551.687500 Penalty: 2899.777344
	Iteration 17Q: 3 clusters Score -642551.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -642647.437500 Penalty: 2899.777344
	Iteration 18Q: 3 clusters Score -642647.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -642739.250000 Penalty: 2899.777344
	Iteration 19Q: 3 clusters Score -642739.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -642834.937500 Penalty: 2899.777344
	Iteration 20F: 3 clusters Score -642834.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -642975.125000 Penalty: 2899.777344
	Iteration 21Q: 3 clusters Score -642975.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -643148.875000 Penalty: 2899.777344
	Iteration 22Q: 3 clusters Score -643148.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -643334.187500 Penalty: 2899.777344
	Iteration 23Q: 3 clusters Score -643334.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -643522.437500 Penalty: 2899.777344
	Iteration 24Q: 3 clusters Score -643522.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -643680.500000 Penalty: 2899.777344
	Iteration 25Q: 3 clusters Score -643680.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -643815.937500 Penalty: 2899.777344
	Iteration 26Q: 3 clusters Score -643815.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -643932.125000 Penalty: 2899.777344
	Iteration 27Q: 3 clusters Score -643932.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -644013.062500 Penalty: 2899.777344
	Iteration 28Q: 3 clusters Score -644013.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -644078.187500 Penalty: 2899.777344
	Iteration 29Q: 3 clusters Score -644078.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -644127.500000 Penalty: 2899.777344
	Iteration 30Q: 3 clusters Score -644127.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -644161.562500 Penalty: 2899.777344
	Iteration 31Q: 3 clusters Score -644161.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -644187.875000 Penalty: 2899.777344
	Iteration 32Q: 3 clusters Score -644187.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -644214.250000 Penalty: 2899.777344
	Iteration 33Q: 3 clusters Score -644214.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -644224.500000 Penalty: 2899.777344
	Iteration 34Q: 3 clusters Score -644224.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -644231.062500 Penalty: 2899.777344
	Iteration 35Q: 3 clusters Score -644231.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -644243.687500 Penalty: 2899.777344
	Iteration 36Q: 3 clusters Score -644243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -644251.875000 Penalty: 2899.777344
	Iteration 37Q: 3 clusters Score -644251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -644256.750000 Penalty: 2899.777344
	Iteration 38Q: 3 clusters Score -644256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -644258.062500 Penalty: 2899.777344
	Iteration 39Q: 3 clusters Score -644258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -644258.062500 Penalty: 2899.777344
	Iteration 40F: 3 clusters Score -644258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -324257.000000 Penalty: 1328.891968
	Iteration 0F: 2 clusters Score -324257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -321172.968750 Penalty: 2657.783936
	Iteration 0F: 3 clusters Score -321173 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -321940.750000 Penalty: 2657.783936
	Iteration 1F: 3 clusters Score -321940.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -322057.437500 Penalty: 2657.783936
	Iteration 2F: 3 clusters Score -322057.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -322131.968750 Penalty: 2657.783936
	Iteration 3Q: 3 clusters Score -322132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -322182.593750 Penalty: 2657.783936
	Iteration 4Q: 3 clusters Score -322182.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -322223.687500 Penalty: 2657.783936
	Iteration 5Q: 3 clusters Score -322223.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -322258.343750 Penalty: 2657.783936
	Iteration 6Q: 3 clusters Score -322258.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -322280.500000 Penalty: 2657.783936
	Iteration 7Q: 3 clusters Score -322280.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -322292.843750 Penalty: 2657.783936
	Iteration 8Q: 3 clusters Score -322292.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -322302.562500 Penalty: 2657.783936
	Iteration 9Q: 3 clusters Score -322302.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -322316.750000 Penalty: 2657.783936
	Iteration 10Q: 3 clusters Score -322316.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -322326.343750 Penalty: 2657.783936
	Iteration 11Q: 3 clusters Score -322326.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -322333.906250 Penalty: 2657.783936
	Iteration 12Q: 3 clusters Score -322333.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -322340.937500 Penalty: 2657.783936
	Iteration 13Q: 3 clusters Score -322340.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -322349.093750 Penalty: 2657.783936
	Iteration 14Q: 3 clusters Score -322349.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -322358.562500 Penalty: 2657.783936
	Iteration 15Q: 3 clusters Score -322358.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -322371.718750 Penalty: 2657.783936
	Iteration 16Q: 3 clusters Score -322371.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -322383.750000 Penalty: 2657.783936
	Iteration 17Q: 3 clusters Score -322383.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -322395.031250 Penalty: 2657.783936
	Iteration 18Q: 3 clusters Score -322395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -322404.187500 Penalty: 2657.783936
	Iteration 19Q: 3 clusters Score -322404.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -322417.531250 Penalty: 2657.783936
	Iteration 20F: 3 clusters Score -322417.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -322442.656250 Penalty: 2657.783936
	Iteration 21Q: 3 clusters Score -322442.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -322472.312500 Penalty: 2657.783936
	Iteration 22Q: 3 clusters Score -322472.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -322509.687500 Penalty: 2657.783936
	Iteration 23Q: 3 clusters Score -322509.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -322541.593750 Penalty: 2657.783936
	Iteration 24Q: 3 clusters Score -322541.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -322565.625000 Penalty: 2657.783936
	Iteration 25Q: 3 clusters Score -322565.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -322589.625000 Penalty: 2657.783936
	Iteration 26Q: 3 clusters Score -322589.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -322611.968750 Penalty: 2657.783936
	Iteration 27Q: 3 clusters Score -322612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -322636.156250 Penalty: 2657.783936
	Iteration 28Q: 3 clusters Score -322636.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -322657.312500 Penalty: 2657.783936
	Iteration 29Q: 3 clusters Score -322657.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -322682.093750 Penalty: 2657.783936
	Iteration 30Q: 3 clusters Score -322682.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -322703.375000 Penalty: 2657.783936
	Iteration 31Q: 3 clusters Score -322703.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -322724.687500 Penalty: 2657.783936
	Iteration 32Q: 3 clusters Score -322724.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -322753.843750 Penalty: 2657.783936
	Iteration 33Q: 3 clusters Score -322753.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -322789.562500 Penalty: 2657.783936
	Iteration 34Q: 3 clusters Score -322789.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -322826.125000 Penalty: 2657.783936
	Iteration 35Q: 3 clusters Score -322826.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -322855.718750 Penalty: 2657.783936
	Iteration 36Q: 3 clusters Score -322855.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -322892.500000 Penalty: 2657.783936
	Iteration 37Q: 3 clusters Score -322892.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -322921.468750 Penalty: 2657.783936
	Iteration 38Q: 3 clusters Score -322921.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -322948.750000 Penalty: 2657.783936
	Iteration 39Q: 3 clusters Score -322948.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -322974.343750 Penalty: 2657.783936
	Iteration 40F: 3 clusters Score -322974.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -322993.406250 Penalty: 2657.783936
	Iteration 41Q: 3 clusters Score -322993.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -323005.562500 Penalty: 2657.783936
	Iteration 42Q: 3 clusters Score -323005.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -323016.656250 Penalty: 2657.783936
	Iteration 43Q: 3 clusters Score -323016.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -323031.000000 Penalty: 2657.783936
	Iteration 44Q: 3 clusters Score -323031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -323044.187500 Penalty: 2657.783936
	Iteration 45Q: 3 clusters Score -323044.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -323060.406250 Penalty: 2657.783936
	Iteration 46Q: 3 clusters Score -323060.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -323072.000000 Penalty: 2657.783936
	Iteration 47Q: 3 clusters Score -323072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -323078.437500 Penalty: 2657.783936
	Iteration 48Q: 3 clusters Score -323078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -323080.343750 Penalty: 2657.783936
	Iteration 49Q: 3 clusters Score -323080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -323080.781250 Penalty: 2657.783936
	Iteration 50Q: 3 clusters Score -323080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -323080.781250 Penalty: 2657.783936
	Iteration 51F: 3 clusters Score -323080.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -589554.187500 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -589554.2 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 3453 members 
Entering Unmasked Estep 
Score: -584397.437500 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -584397.4 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -585895.937500 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -585895.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -586069.187500 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -586069.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -586188.687500 Penalty: 2871.538086
	Iteration 3Q: 3 clusters Score -586188.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -586285.312500 Penalty: 2871.538086
	Iteration 4Q: 3 clusters Score -586285.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -586367.625000 Penalty: 2871.538086
	Iteration 5Q: 3 clusters Score -586367.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -586455.437500 Penalty: 2871.538086
	Iteration 6Q: 3 clusters Score -586455.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -586541.937500 Penalty: 2871.538086
	Iteration 7Q: 3 clusters Score -586541.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -586617.562500 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -586617.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -586697.062500 Penalty: 2871.538086
	Iteration 9Q: 3 clusters Score -586697.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -586797.187500 Penalty: 2871.538086
	Iteration 10Q: 3 clusters Score -586797.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -586897.875000 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -586897.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -587025.437500 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -587025.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -587174.437500 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -587174.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -587351.812500 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -587351.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -587525.937500 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -587525.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -587668.562500 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -587668.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -587792.750000 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -587792.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -587893.875000 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -587893.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -587969.250000 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -587969.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -588040.000000 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -588040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -588097.937500 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -588097.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -588154.500000 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -588154.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -588191.562500 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -588191.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -588217.375000 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -588217.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -588242.000000 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -588242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -588251.500000 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -588251.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -588257.875000 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -588257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -588267.375000 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -588267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -588275.312500 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -588275.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -588280.375000 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -588280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -588282.000000 Penalty: 2871.538086
	Iteration 31Q: 3 clusters Score -588282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -588282.000000 Penalty: 2871.538086
	Iteration 32F: 3 clusters Score -588282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Entering Unmasked Estep 
Score: -341962.968750 Penalty: 1354.858154
	Iteration 0F: 2 clusters Score -341963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -338548.375000 Penalty: 2709.716309
	Iteration 0F: 3 clusters Score -338548.4 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -339578.781250 Penalty: 2709.716309
	Iteration 1F: 3 clusters Score -339578.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -339957.968750 Penalty: 2709.716309
	Iteration 2F: 3 clusters Score -339958 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -340237.468750 Penalty: 2709.716309
	Iteration 3F: 3 clusters Score -340237.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -340458.625000 Penalty: 2709.716309
	Iteration 4F: 3 clusters Score -340458.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -340655.718750 Penalty: 2709.716309
	Iteration 5F: 3 clusters Score -340655.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -340855.875000 Penalty: 2709.716309
	Iteration 6F: 3 clusters Score -340855.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -341033.531250 Penalty: 2709.716309
	Iteration 7F: 3 clusters Score -341033.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -341149.000000 Penalty: 2709.716309
	Iteration 8Q: 3 clusters Score -341149 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -341239.562500 Penalty: 2709.716309
	Iteration 9Q: 3 clusters Score -341239.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -341326.406250 Penalty: 2709.716309
	Iteration 10Q: 3 clusters Score -341326.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -341389.562500 Penalty: 2709.716309
	Iteration 11Q: 3 clusters Score -341389.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -341443.750000 Penalty: 2709.716309
	Iteration 12Q: 3 clusters Score -341443.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -341479.781250 Penalty: 2709.716309
	Iteration 13Q: 3 clusters Score -341479.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -341506.062500 Penalty: 2709.716309
	Iteration 14Q: 3 clusters Score -341506.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -341522.093750 Penalty: 2709.716309
	Iteration 15Q: 3 clusters Score -341522.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -341535.718750 Penalty: 2709.716309
	Iteration 16Q: 3 clusters Score -341535.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -341550.000000 Penalty: 2709.716309
	Iteration 17Q: 3 clusters Score -341550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -341557.312500 Penalty: 2709.716309
	Iteration 18Q: 3 clusters Score -341557.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -341559.500000 Penalty: 2709.716309
	Iteration 19Q: 3 clusters Score -341559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -341561.062500 Penalty: 2709.716309
	Iteration 20F: 3 clusters Score -341561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -341563.031250 Penalty: 2709.716309
	Iteration 21Q: 3 clusters Score -341563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -341564.812500 Penalty: 2709.716309
	Iteration 22Q: 3 clusters Score -341564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -341565.406250 Penalty: 2709.716309
	Iteration 23Q: 3 clusters Score -341565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -341565.062500 Penalty: 2709.716309
	Iteration 24Q: 3 clusters Score -341565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -341566.343750 Penalty: 2709.716309
	Iteration 25Q: 3 clusters Score -341566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -341567.750000 Penalty: 2709.716309
	Iteration 26Q: 3 clusters Score -341567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -341567.750000 Penalty: 2709.716309
	Iteration 27F: 3 clusters Score -341567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (261998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261998 members 
Entering Unmasked Estep 
Score: -23509658.000000 Penalty: 2027.364990
	Iteration 0F: 2 clusters Score -2.350966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131351 members 
Mstep: Class 2 contains 130647 members 
Entering Unmasked Estep 
Score: -23342126.000000 Penalty: 4054.729980
	Iteration 0F: 3 clusters Score -2.334213e+07 nChanged 127647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139976 members 
Mstep: Class 2 contains 122022 members 
Entering Unmasked Estep 
Score: -23418404.000000 Penalty: 4054.729980
	Iteration 1F: 3 clusters Score -2.34184e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 116628 members 
Entering Unmasked Estep 
Score: -23420642.000000 Penalty: 4054.729980
	Iteration 2Q: 3 clusters Score -2.342064e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -23424682.000000 Penalty: 4054.729980
	Iteration 3Q: 3 clusters Score -2.342468e+07 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166273 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
Score: -23431832.000000 Penalty: 4054.729980
	Iteration 4F: 3 clusters Score -2.343183e+07 nChanged 18400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183931 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -23444190.000000 Penalty: 4054.729980
	Iteration 5F: 3 clusters Score -2.344419e+07 nChanged 22211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205652 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -23461416.000000 Penalty: 4054.729980
	Iteration 6F: 3 clusters Score -2.346142e+07 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226874 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -23480080.000000 Penalty: 4054.729980
	Iteration 7F: 3 clusters Score -2.348008e+07 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242286 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -23493344.000000 Penalty: 4054.729980
	Iteration 8F: 3 clusters Score -2.349334e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250795 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -23500676.000000 Penalty: 4054.729980
	Iteration 9Q: 3 clusters Score -2.350068e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254960 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -23504462.000000 Penalty: 4054.729980
	Iteration 10Q: 3 clusters Score -2.350446e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256980 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -23506198.000000 Penalty: 4054.729980
	Iteration 11Q: 3 clusters Score -2.35062e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257978 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -23507102.000000 Penalty: 4054.729980
	Iteration 12Q: 3 clusters Score -2.35071e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258515 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -23507540.000000 Penalty: 4054.729980
	Iteration 13Q: 3 clusters Score -2.350754e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258831 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -23507768.000000 Penalty: 4054.729980
	Iteration 14Q: 3 clusters Score -2.350777e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259005 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -23507942.000000 Penalty: 4054.729980
	Iteration 15Q: 3 clusters Score -2.350794e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259129 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -23508064.000000 Penalty: 4054.729980
	Iteration 16Q: 3 clusters Score -2.350806e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259219 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -23508098.000000 Penalty: 4054.729980
	Iteration 17Q: 3 clusters Score -2.35081e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259315 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -23508212.000000 Penalty: 4054.729980
	Iteration 18Q: 3 clusters Score -2.350821e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259386 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -23508258.000000 Penalty: 4054.729980
	Iteration 19Q: 3 clusters Score -2.350826e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259436 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -23508260.000000 Penalty: 4054.729980
	Iteration 20F: 3 clusters Score -2.350826e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259466 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23508300.000000 Penalty: 4054.729980
	Iteration 21Q: 3 clusters Score -2.35083e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259502 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -23508302.000000 Penalty: 4054.729980
	Iteration 22Q: 3 clusters Score -2.35083e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259540 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -23508310.000000 Penalty: 4054.729980
	Iteration 23Q: 3 clusters Score -2.350831e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259576 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -23508334.000000 Penalty: 4054.729980
	Iteration 24Q: 3 clusters Score -2.350833e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259607 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -23508334.000000 Penalty: 4054.729980
	Iteration 25Q: 3 clusters Score -2.350833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259636 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -23508348.000000 Penalty: 4054.729980
	Iteration 26Q: 3 clusters Score -2.350835e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259661 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23508376.000000 Penalty: 4054.729980
	Iteration 27Q: 3 clusters Score -2.350838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259686 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -23508388.000000 Penalty: 4054.729980
	Iteration 28Q: 3 clusters Score -2.350839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259702 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -23508388.000000 Penalty: 4054.729980
	Iteration 29Q: 3 clusters Score -2.350839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259713 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23508402.000000 Penalty: 4054.729980
	Iteration 30Q: 3 clusters Score -2.35084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259724 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23508394.000000 Penalty: 4054.729980
	Iteration 31Q: 3 clusters Score -2.350839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259739 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -23508388.000000 Penalty: 4054.729980
	Iteration 32Q: 3 clusters Score -2.350839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259757 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -23508358.000000 Penalty: 4054.729980
	Iteration 33Q: 3 clusters Score -2.350836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259768 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -23508372.000000 Penalty: 4054.729980
	Iteration 34Q: 3 clusters Score -2.350837e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259775 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23508378.000000 Penalty: 4054.729980
	Iteration 35Q: 3 clusters Score -2.350838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259780 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -23508374.000000 Penalty: 4054.729980
	Iteration 36Q: 3 clusters Score -2.350837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259784 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -23508384.000000 Penalty: 4054.729980
	Iteration 37Q: 3 clusters Score -2.350838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259785 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -23508392.000000 Penalty: 4054.729980
	Iteration 38Q: 3 clusters Score -2.350839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259791 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -23508406.000000 Penalty: 4054.729980
	Iteration 39Q: 3 clusters Score -2.350841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259796 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -23508380.000000 Penalty: 4054.729980
	Iteration 40F: 3 clusters Score -2.350838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259806 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -23508382.000000 Penalty: 4054.729980
	Iteration 41Q: 3 clusters Score -2.350838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259813 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -23508378.000000 Penalty: 4054.729980
	Iteration 42Q: 3 clusters Score -2.350838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259818 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -23508380.000000 Penalty: 4054.729980
	Iteration 43Q: 3 clusters Score -2.350838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259825 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -23508380.000000 Penalty: 4054.729980
	Iteration 44Q: 3 clusters Score -2.350838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259834 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -23508400.000000 Penalty: 4054.729980
	Iteration 45Q: 3 clusters Score -2.35084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259839 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23508396.000000 Penalty: 4054.729980
	Iteration 46Q: 3 clusters Score -2.35084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259842 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23508390.000000 Penalty: 4054.729980
	Iteration 47Q: 3 clusters Score -2.350839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259844 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23508392.000000 Penalty: 4054.729980
	Iteration 48Q: 3 clusters Score -2.350839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259844 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23508388.000000 Penalty: 4054.729980
	Iteration 49Q: 3 clusters Score -2.350839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259845 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -23508398.000000 Penalty: 4054.729980
	Iteration 50Q: 3 clusters Score -2.35084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259846 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -23508416.000000 Penalty: 4054.729980
	Iteration 51Q: 3 clusters Score -2.350842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259849 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -23508414.000000 Penalty: 4054.729980
	Iteration 52Q: 3 clusters Score -2.350841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259848 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23508418.000000 Penalty: 4054.729980
	Iteration 53Q: 3 clusters Score -2.350842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259851 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -23508424.000000 Penalty: 4054.729980
	Iteration 54Q: 3 clusters Score -2.350842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259852 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -23508434.000000 Penalty: 4054.729980
	Iteration 55Q: 3 clusters Score -2.350843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259852 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -23508432.000000 Penalty: 4054.729980
	Iteration 56Q: 3 clusters Score -2.350843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259856 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -23508436.000000 Penalty: 4054.729980
	Iteration 57Q: 3 clusters Score -2.350844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259857 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -23508438.000000 Penalty: 4054.729980
	Iteration 58Q: 3 clusters Score -2.350844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259857 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -23508436.000000 Penalty: 4054.729980
	Iteration 59Q: 3 clusters Score -2.350844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259857 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -23508436.000000 Penalty: 4054.729980
	Iteration 60F: 3 clusters Score -2.350844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -342198.218750 Penalty: 1337.555298
	Iteration 0F: 2 clusters Score -342198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -339049.718750 Penalty: 2675.110596
	Iteration 0F: 3 clusters Score -339049.7 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -339890.562500 Penalty: 2675.110596
	Iteration 1F: 3 clusters Score -339890.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -340052.468750 Penalty: 2675.110596
	Iteration 2F: 3 clusters Score -340052.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -340167.000000 Penalty: 2675.110596
	Iteration 3F: 3 clusters Score -340167 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -340255.406250 Penalty: 2675.110596
	Iteration 4Q: 3 clusters Score -340255.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -340330.312500 Penalty: 2675.110596
	Iteration 5Q: 3 clusters Score -340330.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -340413.750000 Penalty: 2675.110596
	Iteration 6Q: 3 clusters Score -340413.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -340493.500000 Penalty: 2675.110596
	Iteration 7Q: 3 clusters Score -340493.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -340570.625000 Penalty: 2675.110596
	Iteration 8Q: 3 clusters Score -340570.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -340647.562500 Penalty: 2675.110596
	Iteration 9Q: 3 clusters Score -340647.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -340715.125000 Penalty: 2675.110596
	Iteration 10Q: 3 clusters Score -340715.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -340777.781250 Penalty: 2675.110596
	Iteration 11Q: 3 clusters Score -340777.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -340827.531250 Penalty: 2675.110596
	Iteration 12Q: 3 clusters Score -340827.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -340881.093750 Penalty: 2675.110596
	Iteration 13Q: 3 clusters Score -340881.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -340921.218750 Penalty: 2675.110596
	Iteration 14Q: 3 clusters Score -340921.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -340953.968750 Penalty: 2675.110596
	Iteration 15Q: 3 clusters Score -340954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -340978.312500 Penalty: 2675.110596
	Iteration 16Q: 3 clusters Score -340978.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -340998.125000 Penalty: 2675.110596
	Iteration 17Q: 3 clusters Score -340998.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -341010.968750 Penalty: 2675.110596
	Iteration 18Q: 3 clusters Score -341011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -341028.937500 Penalty: 2675.110596
	Iteration 19Q: 3 clusters Score -341028.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -341044.812500 Penalty: 2675.110596
	Iteration 20F: 3 clusters Score -341044.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -341061.250000 Penalty: 2675.110596
	Iteration 21Q: 3 clusters Score -341061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -341070.968750 Penalty: 2675.110596
	Iteration 22Q: 3 clusters Score -341071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -341078.156250 Penalty: 2675.110596
	Iteration 23Q: 3 clusters Score -341078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -341082.625000 Penalty: 2675.110596
	Iteration 24Q: 3 clusters Score -341082.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -341088.000000 Penalty: 2675.110596
	Iteration 25Q: 3 clusters Score -341088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -341093.750000 Penalty: 2675.110596
	Iteration 26Q: 3 clusters Score -341093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -341103.750000 Penalty: 2675.110596
	Iteration 27Q: 3 clusters Score -341103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -341111.812500 Penalty: 2675.110596
	Iteration 28Q: 3 clusters Score -341111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -341115.906250 Penalty: 2675.110596
	Iteration 29Q: 3 clusters Score -341115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -341121.875000 Penalty: 2675.110596
	Iteration 30Q: 3 clusters Score -341121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -341124.343750 Penalty: 2675.110596
	Iteration 31Q: 3 clusters Score -341124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -341125.062500 Penalty: 2675.110596
	Iteration 32Q: 3 clusters Score -341125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -341125.218750 Penalty: 2675.110596
	Iteration 33Q: 3 clusters Score -341125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -341125.218750 Penalty: 2675.110596
	Iteration 34F: 3 clusters Score -341125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -246374.546875 Penalty: 1285.053223
	Iteration 0F: 2 clusters Score -246374.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -243819.656250 Penalty: 2570.106445
	Iteration 0F: 3 clusters Score -243819.7 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -244376.109375 Penalty: 2570.106445
	Iteration 1F: 3 clusters Score -244376.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -244516.140625 Penalty: 2570.106445
	Iteration 2F: 3 clusters Score -244516.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -244594.906250 Penalty: 2570.106445
	Iteration 3Q: 3 clusters Score -244594.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -244652.484375 Penalty: 2570.106445
	Iteration 4Q: 3 clusters Score -244652.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -244691.437500 Penalty: 2570.106445
	Iteration 5Q: 3 clusters Score -244691.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -244730.031250 Penalty: 2570.106445
	Iteration 6Q: 3 clusters Score -244730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -244765.984375 Penalty: 2570.106445
	Iteration 7Q: 3 clusters Score -244766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -244799.750000 Penalty: 2570.106445
	Iteration 8Q: 3 clusters Score -244799.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -244823.765625 Penalty: 2570.106445
	Iteration 9Q: 3 clusters Score -244823.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -244843.312500 Penalty: 2570.106445
	Iteration 10Q: 3 clusters Score -244843.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -244867.578125 Penalty: 2570.106445
	Iteration 11Q: 3 clusters Score -244867.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -244895.500000 Penalty: 2570.106445
	Iteration 12Q: 3 clusters Score -244895.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -244916.796875 Penalty: 2570.106445
	Iteration 13Q: 3 clusters Score -244916.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -244938.687500 Penalty: 2570.106445
	Iteration 14Q: 3 clusters Score -244938.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -244962.093750 Penalty: 2570.106445
	Iteration 15Q: 3 clusters Score -244962.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -244983.640625 Penalty: 2570.106445
	Iteration 16Q: 3 clusters Score -244983.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -245006.421875 Penalty: 2570.106445
	Iteration 17Q: 3 clusters Score -245006.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -245027.093750 Penalty: 2570.106445
	Iteration 18Q: 3 clusters Score -245027.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -245038.843750 Penalty: 2570.106445
	Iteration 19Q: 3 clusters Score -245038.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -245048.718750 Penalty: 2570.106445
	Iteration 20F: 3 clusters Score -245048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -245056.062500 Penalty: 2570.106445
	Iteration 21Q: 3 clusters Score -245056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -245066.078125 Penalty: 2570.106445
	Iteration 22Q: 3 clusters Score -245066.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -245076.593750 Penalty: 2570.106445
	Iteration 23Q: 3 clusters Score -245076.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -245087.437500 Penalty: 2570.106445
	Iteration 24Q: 3 clusters Score -245087.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -245104.687500 Penalty: 2570.106445
	Iteration 25Q: 3 clusters Score -245104.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -245122.656250 Penalty: 2570.106445
	Iteration 26Q: 3 clusters Score -245122.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -245133.953125 Penalty: 2570.106445
	Iteration 27Q: 3 clusters Score -245134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -245142.593750 Penalty: 2570.106445
	Iteration 28Q: 3 clusters Score -245142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -245151.234375 Penalty: 2570.106445
	Iteration 29Q: 3 clusters Score -245151.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -245162.265625 Penalty: 2570.106445
	Iteration 30Q: 3 clusters Score -245162.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -245175.250000 Penalty: 2570.106445
	Iteration 31Q: 3 clusters Score -245175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -245180.656250 Penalty: 2570.106445
	Iteration 32Q: 3 clusters Score -245180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -245188.015625 Penalty: 2570.106445
	Iteration 33Q: 3 clusters Score -245188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -245197.421875 Penalty: 2570.106445
	Iteration 34Q: 3 clusters Score -245197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -245199.859375 Penalty: 2570.106445
	Iteration 35Q: 3 clusters Score -245199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -245203.609375 Penalty: 2570.106445
	Iteration 36Q: 3 clusters Score -245203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -245206.734375 Penalty: 2570.106445
	Iteration 37Q: 3 clusters Score -245206.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -245209.812500 Penalty: 2570.106445
	Iteration 38Q: 3 clusters Score -245209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -245212.578125 Penalty: 2570.106445
	Iteration 39Q: 3 clusters Score -245212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -245214.281250 Penalty: 2570.106445
	Iteration 40F: 3 clusters Score -245214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -245216.125000 Penalty: 2570.106445
	Iteration 41Q: 3 clusters Score -245216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -245217.140625 Penalty: 2570.106445
	Iteration 42Q: 3 clusters Score -245217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -245218.328125 Penalty: 2570.106445
	Iteration 43Q: 3 clusters Score -245218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -245222.515625 Penalty: 2570.106445
	Iteration 44Q: 3 clusters Score -245222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -245225.250000 Penalty: 2570.106445
	Iteration 45Q: 3 clusters Score -245225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -245227.593750 Penalty: 2570.106445
	Iteration 46Q: 3 clusters Score -245227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -245228.906250 Penalty: 2570.106445
	Iteration 47Q: 3 clusters Score -245228.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -245233.453125 Penalty: 2570.106445
	Iteration 48Q: 3 clusters Score -245233.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -245233.453125 Penalty: 2570.106445
	Iteration 49F: 3 clusters Score -245233.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -153172.265625 Penalty: 1225.091919
	Iteration 0F: 2 clusters Score -153172.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -151263.406250 Penalty: 2450.183838
	Iteration 0F: 3 clusters Score -151263.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -151846.281250 Penalty: 2450.183838
	Iteration 1F: 3 clusters Score -151846.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152005.843750 Penalty: 2450.183838
	Iteration 2F: 3 clusters Score -152005.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -152090.125000 Penalty: 2450.183838
	Iteration 3F: 3 clusters Score -152090.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -152130.937500 Penalty: 2450.183838
	Iteration 4Q: 3 clusters Score -152130.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152163.265625 Penalty: 2450.183838
	Iteration 5Q: 3 clusters Score -152163.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152213.609375 Penalty: 2450.183838
	Iteration 6Q: 3 clusters Score -152213.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152306.265625 Penalty: 2450.183838
	Iteration 7Q: 3 clusters Score -152306.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152385.890625 Penalty: 2450.183838
	Iteration 8Q: 3 clusters Score -152385.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152510.687500 Penalty: 2450.183838
	Iteration 9Q: 3 clusters Score -152510.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -152658.718750 Penalty: 2450.183838
	Iteration 10F: 3 clusters Score -152658.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152815.593750 Penalty: 2450.183838
	Iteration 11F: 3 clusters Score -152815.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -153020.093750 Penalty: 2450.183838
	Iteration 12Q: 3 clusters Score -153020.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -153163.671875 Penalty: 2450.183838
	Iteration 13Q: 3 clusters Score -153163.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -153237.359375 Penalty: 2450.183838
	Iteration 14Q: 3 clusters Score -153237.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -153274.640625 Penalty: 2450.183838
	Iteration 15Q: 3 clusters Score -153274.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -153328.093750 Penalty: 2450.183838
	Iteration 16Q: 3 clusters Score -153328.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -153408.531250 Penalty: 2450.183838
	Iteration 17Q: 3 clusters Score -153408.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -153459.953125 Penalty: 2450.183838
	Iteration 18Q: 3 clusters Score -153460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -153500.031250 Penalty: 2450.183838
	Iteration 19Q: 3 clusters Score -153500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -153530.718750 Penalty: 2450.183838
	Iteration 20F: 3 clusters Score -153530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -153558.984375 Penalty: 2450.183838
	Iteration 21Q: 3 clusters Score -153559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153567.453125 Penalty: 2450.183838
	Iteration 22Q: 3 clusters Score -153567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -153569.734375 Penalty: 2450.183838
	Iteration 23Q: 3 clusters Score -153569.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -153571.593750 Penalty: 2450.183838
	Iteration 24Q: 3 clusters Score -153571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -153571.593750 Penalty: 2450.183838
	Iteration 25F: 3 clusters Score -153571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 139919 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 363 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 38162 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 3561 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 261998 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 1517 members 
Entering Unmasked Estep 
Score: -45683060.000000 Penalty: 40666.277344
Splitting cluster 21 changes total score from -45682592.000000 to -45683060.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4788 members 
Mstep: Class 3 contains 139919 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 38162 members 
Mstep: Class 11 contains 4902 members 
Mstep: Class 14 contains 7498 members 
Mstep: Class 15 contains 3561 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 4178 members 
Mstep: Class 18 contains 261998 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683776.000000 Penalty: 40666.277344
Iteration 79Q: 20 clusters Score -4.568378e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 139741 members 
Mstep: Class 4 contains 13211 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 3736 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 7775 members 
Mstep: Class 10 contains 37892 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 14 contains 7542 members 
Mstep: Class 15 contains 3547 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 4110 members 
Mstep: Class 18 contains 262189 members 
Mstep: Class 19 contains 3760 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684528.000000 Penalty: 40666.277344
Iteration 80F: 20 clusters Score -4.568453e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 139587 members 
Mstep: Class 4 contains 13168 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 3690 members 
Mstep: Class 8 contains 376 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 37652 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 14 contains 7601 members 
Mstep: Class 15 contains 3538 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 4050 members 
Mstep: Class 18 contains 262416 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 1741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684800.000000 Penalty: 40666.277344
Iteration 81Q: 20 clusters Score -4.56848e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 139465 members 
Mstep: Class 4 contains 13150 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 9 contains 7795 members 
Mstep: Class 10 contains 37414 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 14 contains 7650 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 7030 members 
Mstep: Class 17 contains 3996 members 
Mstep: Class 18 contains 262669 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684900.000000 Penalty: 40666.277344
Iteration 82Q: 20 clusters Score -4.56849e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 139374 members 
Mstep: Class 4 contains 13154 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 371 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 37167 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 14 contains 7708 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 7078 members 
Mstep: Class 17 contains 3946 members 
Mstep: Class 18 contains 262910 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2730 members 
Mstep: Class 21 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685044.000000 Penalty: 40666.277344
Iteration 83Q: 20 clusters Score -4.568504e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 139330 members 
Mstep: Class 4 contains 13141 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 2734 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 371 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 4913 members 
Mstep: Class 14 contains 7769 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 7114 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 18 contains 263182 members 
Mstep: Class 19 contains 3754 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685008.000000 Penalty: 40666.277344
Iteration 84Q: 20 clusters Score -4.568501e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 139291 members 
Mstep: Class 4 contains 13139 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 2748 members 
Mstep: Class 7 contains 3477 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 10 contains 36609 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 14 contains 7825 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 7152 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 263443 members 
Mstep: Class 19 contains 3754 members 
Mstep: Class 20 contains 2743 members 
Mstep: Class 21 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685136.000000 Penalty: 40666.277344
Iteration 85Q: 20 clusters Score -4.568514e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4836 members 
Mstep: Class 3 contains 139255 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 36341 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 14 contains 7868 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7197 members 
Mstep: Class 17 contains 3841 members 
Mstep: Class 18 contains 263681 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 2746 members 
Mstep: Class 21 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685156.000000 Penalty: 40666.277344
Iteration 86Q: 20 clusters Score -4.568516e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 139232 members 
Mstep: Class 4 contains 13151 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 3387 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 36069 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 3807 members 
Mstep: Class 18 contains 263934 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 20 clusters Score -4.568538e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4856 members 
Mstep: Class 3 contains 139218 members 
Mstep: Class 4 contains 13161 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 2758 members 
Mstep: Class 7 contains 3346 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7822 members 
Mstep: Class 10 contains 35806 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 14 contains 7951 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 264180 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 20 clusters Score -4.568543e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 139180 members 
Mstep: Class 4 contains 13165 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7827 members 
Mstep: Class 10 contains 35561 members 
Mstep: Class 11 contains 4940 members 
Mstep: Class 14 contains 7982 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 264411 members 
Mstep: Class 19 contains 3768 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 20 clusters Score -4.56855e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 3 contains 139161 members 
Mstep: Class 4 contains 13171 members 
Mstep: Class 5 contains 7796 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 3280 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7835 members 
Mstep: Class 10 contains 35309 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 14 contains 8005 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 7365 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 264649 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -4.56855e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 139147 members 
Mstep: Class 4 contains 13171 members 
Mstep: Class 5 contains 7796 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 3247 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7845 members 
Mstep: Class 10 contains 35019 members 
Mstep: Class 11 contains 4940 members 
Mstep: Class 14 contains 8043 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 7398 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 264930 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -4.568556e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 139126 members 
Mstep: Class 4 contains 13173 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 3213 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 34721 members 
Mstep: Class 11 contains 4939 members 
Mstep: Class 14 contains 8076 members 
Mstep: Class 15 contains 3516 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 265222 members 
Mstep: Class 19 contains 3781 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -4.568551e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 139109 members 
Mstep: Class 4 contains 13173 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 3175 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 34425 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 14 contains 8110 members 
Mstep: Class 15 contains 3515 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 265518 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 20 clusters Score -4.568552e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4917 members 
Mstep: Class 3 contains 139097 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 7790 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7867 members 
Mstep: Class 10 contains 34127 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 14 contains 8157 members 
Mstep: Class 15 contains 3513 members 
Mstep: Class 16 contains 7488 members 
Mstep: Class 17 contains 3582 members 
Mstep: Class 18 contains 265805 members 
Mstep: Class 19 contains 3790 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -4.568554e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 139077 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 2761 members 
Mstep: Class 7 contains 3113 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 33841 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 3548 members 
Mstep: Class 18 contains 266079 members 
Mstep: Class 19 contains 3792 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -4.568549e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 139079 members 
Mstep: Class 4 contains 13183 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 33540 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 14 contains 8235 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 16 contains 7536 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 266350 members 
Mstep: Class 19 contains 3792 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -4.568548e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 139063 members 
Mstep: Class 4 contains 13189 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 33229 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 14 contains 8277 members 
Mstep: Class 15 contains 3495 members 
Mstep: Class 16 contains 7559 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 266634 members 
Mstep: Class 19 contains 3796 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -4.568552e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5008 members 
Mstep: Class 3 contains 139053 members 
Mstep: Class 4 contains 13191 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 3011 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 32924 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 14 contains 8322 members 
Mstep: Class 15 contains 3486 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 3465 members 
Mstep: Class 18 contains 266929 members 
Mstep: Class 19 contains 3800 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -4.568554e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 139048 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 6 contains 2763 members 
Mstep: Class 7 contains 2966 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 32614 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 14 contains 8366 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 267222 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -4.568564e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 139035 members 
Mstep: Class 4 contains 13196 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 367 members 
Mstep: Class 9 contains 7870 members 
Mstep: Class 10 contains 32335 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 14 contains 8403 members 
Mstep: Class 15 contains 3465 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 3425 members 
Mstep: Class 18 contains 267482 members 
Mstep: Class 19 contains 3805 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -4.568577e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 139028 members 
Mstep: Class 4 contains 13192 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 7871 members 
Mstep: Class 10 contains 32034 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 3406 members 
Mstep: Class 18 contains 267765 members 
Mstep: Class 19 contains 3807 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 1881 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -4.568593e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 139032 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 31683 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 14 contains 8488 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 7669 members 
Mstep: Class 17 contains 3392 members 
Mstep: Class 18 contains 268095 members 
Mstep: Class 19 contains 3807 members 
Mstep: Class 20 contains 2779 members 
Mstep: Class 21 contains 1895 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -4.568598e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 139006 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 353 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 31296 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 14 contains 8519 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 7682 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 268455 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 20 contains 2784 members 
Mstep: Class 21 contains 1906 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -4.568591e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 138989 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 2827 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 7889 members 
Mstep: Class 10 contains 30871 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 14 contains 8553 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 7702 members 
Mstep: Class 17 contains 3373 members 
Mstep: Class 18 contains 268840 members 
Mstep: Class 19 contains 3811 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 1912 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -4.568602e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 138988 members 
Mstep: Class 4 contains 13199 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7896 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 14 contains 8584 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 7716 members 
Mstep: Class 17 contains 3365 members 
Mstep: Class 18 contains 269206 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 1919 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -4.568606e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 138989 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7903 members 
Mstep: Class 10 contains 30059 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 18 contains 269567 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 1919 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -4.568617e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 138993 members 
Mstep: Class 4 contains 13206 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 2774 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7917 members 
Mstep: Class 10 contains 29641 members 
Mstep: Class 11 contains 4923 members 
Mstep: Class 14 contains 8635 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 269931 members 
Mstep: Class 19 contains 3814 members 
Mstep: Class 20 contains 2810 members 
Mstep: Class 21 contains 1919 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -4.568618e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 138993 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7932 members 
Mstep: Class 10 contains 29227 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 14 contains 8663 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 7749 members 
Mstep: Class 17 contains 3334 members 
Mstep: Class 18 contains 270294 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 1919 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -4.568628e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 138980 members 
Mstep: Class 4 contains 13204 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 2766 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 28810 members 
Mstep: Class 11 contains 4921 members 
Mstep: Class 14 contains 8699 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 7760 members 
Mstep: Class 17 contains 3319 members 
Mstep: Class 18 contains 270685 members 
Mstep: Class 19 contains 3827 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 1919 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -4.56863e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 138972 members 
Mstep: Class 4 contains 13201 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2694 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7942 members 
Mstep: Class 10 contains 28393 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 14 contains 8740 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 7766 members 
Mstep: Class 17 contains 3304 members 
Mstep: Class 18 contains 271078 members 
Mstep: Class 19 contains 3829 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 1919 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -4.568649e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5242 members 
Mstep: Class 3 contains 138963 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 7754 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2667 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7945 members 
Mstep: Class 10 contains 27989 members 
Mstep: Class 11 contains 4924 members 
Mstep: Class 14 contains 8779 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 17 contains 3289 members 
Mstep: Class 18 contains 271457 members 
Mstep: Class 19 contains 3831 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 1919 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -4.568655e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 138947 members 
Mstep: Class 4 contains 13194 members 
Mstep: Class 5 contains 7752 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2642 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7950 members 
Mstep: Class 10 contains 27611 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 3270 members 
Mstep: Class 18 contains 271829 members 
Mstep: Class 19 contains 3833 members 
Mstep: Class 20 contains 2853 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -4.568642e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 138934 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 7746 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7952 members 
Mstep: Class 10 contains 27213 members 
Mstep: Class 11 contains 4927 members 
Mstep: Class 14 contains 8835 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 7814 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 272227 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 2864 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -4.568645e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5268 members 
Mstep: Class 3 contains 138915 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2578 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7958 members 
Mstep: Class 10 contains 26806 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 14 contains 8867 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 7830 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 272631 members 
Mstep: Class 19 contains 3839 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -4.568642e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 138895 members 
Mstep: Class 4 contains 13190 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7959 members 
Mstep: Class 10 contains 26374 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 14 contains 8892 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 7856 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 273067 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 2880 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
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Iteration 115Q: 20 clusters Score -4.568652e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 138868 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7738 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7959 members 
Mstep: Class 10 contains 25940 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 14 contains 8919 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 7869 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 273502 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686496.000000 Penalty: 40666.277344
Iteration 116Q: 20 clusters Score -4.56865e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 138857 members 
Mstep: Class 4 contains 13178 members 
Mstep: Class 5 contains 7737 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 2478 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 10 contains 25552 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 14 contains 8949 members 
Mstep: Class 15 contains 3445 members 
Mstep: Class 16 contains 7881 members 
Mstep: Class 17 contains 3197 members 
Mstep: Class 18 contains 273884 members 
Mstep: Class 19 contains 3854 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686436.000000 Penalty: 40666.277344
Iteration 117Q: 20 clusters Score -4.568644e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 138824 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 25163 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 14 contains 8976 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 7898 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 274288 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686520.000000 Penalty: 40666.277344
Iteration 118Q: 20 clusters Score -4.568652e+07 nChanged 555
Entering ConstructFrom: 
Score: -45686520.000000 Penalty: 40666.277344
Entering ConstructFrom: 
Trying to split cluster 1 (9862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Entering Unmasked Estep 
Score: -875386.000000 Penalty: 1494.422241
	Iteration 0F: 2 clusters Score -875386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -868351.250000 Penalty: 2988.844482
	Iteration 0F: 3 clusters Score -868351.2 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -870537.875000 Penalty: 2988.844482
	Iteration 1F: 3 clusters Score -870537.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -870738.500000 Penalty: 2988.844482
	Iteration 2F: 3 clusters Score -870738.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -870879.437500 Penalty: 2988.844482
	Iteration 3Q: 3 clusters Score -870879.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -870979.812500 Penalty: 2988.844482
	Iteration 4Q: 3 clusters Score -870979.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -871064.687500 Penalty: 2988.844482
	Iteration 5Q: 3 clusters Score -871064.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -871139.187500 Penalty: 2988.844482
	Iteration 6Q: 3 clusters Score -871139.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -871206.937500 Penalty: 2988.844482
	Iteration 7Q: 3 clusters Score -871206.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -871271.812500 Penalty: 2988.844482
	Iteration 8Q: 3 clusters Score -871271.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -871336.437500 Penalty: 2988.844482
	Iteration 9Q: 3 clusters Score -871336.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -871412.875000 Penalty: 2988.844482
	Iteration 10Q: 3 clusters Score -871412.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -871486.250000 Penalty: 2988.844482
	Iteration 11Q: 3 clusters Score -871486.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -871567.625000 Penalty: 2988.844482
	Iteration 12Q: 3 clusters Score -871567.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -871661.375000 Penalty: 2988.844482
	Iteration 13Q: 3 clusters Score -871661.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -871746.750000 Penalty: 2988.844482
	Iteration 14Q: 3 clusters Score -871746.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -871848.875000 Penalty: 2988.844482
	Iteration 15Q: 3 clusters Score -871848.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -871992.812500 Penalty: 2988.844482
	Iteration 16Q: 3 clusters Score -871992.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -872176.375000 Penalty: 2988.844482
	Iteration 17Q: 3 clusters Score -872176.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -872427.812500 Penalty: 2988.844482
	Iteration 18Q: 3 clusters Score -872427.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -872754.750000 Penalty: 2988.844482
	Iteration 19Q: 3 clusters Score -872754.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -873110.500000 Penalty: 2988.844482
	Iteration 20F: 3 clusters Score -873110.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -873386.687500 Penalty: 2988.844482
	Iteration 21Q: 3 clusters Score -873386.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -873523.437500 Penalty: 2988.844482
	Iteration 22Q: 3 clusters Score -873523.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -873599.000000 Penalty: 2988.844482
	Iteration 23Q: 3 clusters Score -873599 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -873650.625000 Penalty: 2988.844482
	Iteration 24Q: 3 clusters Score -873650.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -873684.812500 Penalty: 2988.844482
	Iteration 25Q: 3 clusters Score -873684.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -873718.812500 Penalty: 2988.844482
	Iteration 26Q: 3 clusters Score -873718.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -873750.437500 Penalty: 2988.844482
	Iteration 27Q: 3 clusters Score -873750.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -873773.375000 Penalty: 2988.844482
	Iteration 28Q: 3 clusters Score -873773.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -873798.062500 Penalty: 2988.844482
	Iteration 29Q: 3 clusters Score -873798.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -873827.000000 Penalty: 2988.844482
	Iteration 30Q: 3 clusters Score -873827 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -873859.937500 Penalty: 2988.844482
	Iteration 31Q: 3 clusters Score -873859.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -873884.625000 Penalty: 2988.844482
	Iteration 32Q: 3 clusters Score -873884.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -873902.187500 Penalty: 2988.844482
	Iteration 33Q: 3 clusters Score -873902.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -873922.250000 Penalty: 2988.844482
	Iteration 34Q: 3 clusters Score -873922.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -873944.250000 Penalty: 2988.844482
	Iteration 35Q: 3 clusters Score -873944.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -873962.687500 Penalty: 2988.844482
	Iteration 36Q: 3 clusters Score -873962.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -873983.375000 Penalty: 2988.844482
	Iteration 37Q: 3 clusters Score -873983.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -873994.000000 Penalty: 2988.844482
	Iteration 38Q: 3 clusters Score -873994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -874008.062500 Penalty: 2988.844482
	Iteration 39Q: 3 clusters Score -874008.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -874018.187500 Penalty: 2988.844482
	Iteration 40F: 3 clusters Score -874018.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -874030.437500 Penalty: 2988.844482
	Iteration 41Q: 3 clusters Score -874030.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -874037.875000 Penalty: 2988.844482
	Iteration 42Q: 3 clusters Score -874037.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -874046.437500 Penalty: 2988.844482
	Iteration 43Q: 3 clusters Score -874046.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -874051.312500 Penalty: 2988.844482
	Iteration 44Q: 3 clusters Score -874051.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -874058.437500 Penalty: 2988.844482
	Iteration 45Q: 3 clusters Score -874058.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -874063.437500 Penalty: 2988.844482
	Iteration 46Q: 3 clusters Score -874063.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -874067.437500 Penalty: 2988.844482
	Iteration 47Q: 3 clusters Score -874067.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -874071.750000 Penalty: 2988.844482
	Iteration 48Q: 3 clusters Score -874071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -874075.812500 Penalty: 2988.844482
	Iteration 49Q: 3 clusters Score -874075.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -874076.125000 Penalty: 2988.844482
	Iteration 50Q: 3 clusters Score -874076.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -874078.375000 Penalty: 2988.844482
	Iteration 51Q: 3 clusters Score -874078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -874080.625000 Penalty: 2988.844482
	Iteration 52Q: 3 clusters Score -874080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -874082.500000 Penalty: 2988.844482
	Iteration 53Q: 3 clusters Score -874082.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -874085.687500 Penalty: 2988.844482
	Iteration 54Q: 3 clusters Score -874085.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -874092.750000 Penalty: 2988.844482
	Iteration 55Q: 3 clusters Score -874092.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -874097.812500 Penalty: 2988.844482
	Iteration 56Q: 3 clusters Score -874097.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -874101.312500 Penalty: 2988.844482
	Iteration 57Q: 3 clusters Score -874101.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -874105.687500 Penalty: 2988.844482
	Iteration 58Q: 3 clusters Score -874105.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -874111.562500 Penalty: 2988.844482
	Iteration 59Q: 3 clusters Score -874111.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -874118.000000 Penalty: 2988.844482
	Iteration 60F: 3 clusters Score -874118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -874123.625000 Penalty: 2988.844482
	Iteration 61Q: 3 clusters Score -874123.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -874128.937500 Penalty: 2988.844482
	Iteration 62Q: 3 clusters Score -874128.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -874134.812500 Penalty: 2988.844482
	Iteration 63Q: 3 clusters Score -874134.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -874137.500000 Penalty: 2988.844482
	Iteration 64Q: 3 clusters Score -874137.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -874140.937500 Penalty: 2988.844482
	Iteration 65Q: 3 clusters Score -874140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -874148.562500 Penalty: 2988.844482
	Iteration 66Q: 3 clusters Score -874148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -874151.562500 Penalty: 2988.844482
	Iteration 67Q: 3 clusters Score -874151.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -874157.375000 Penalty: 2988.844482
	Iteration 68Q: 3 clusters Score -874157.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -874163.062500 Penalty: 2988.844482
	Iteration 69Q: 3 clusters Score -874163.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -874169.687500 Penalty: 2988.844482
	Iteration 70Q: 3 clusters Score -874169.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -874173.500000 Penalty: 2988.844482
	Iteration 71Q: 3 clusters Score -874173.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -874177.250000 Penalty: 2988.844482
	Iteration 72Q: 3 clusters Score -874177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -874181.000000 Penalty: 2988.844482
	Iteration 73Q: 3 clusters Score -874181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -874187.125000 Penalty: 2988.844482
	Iteration 74Q: 3 clusters Score -874187.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -874190.375000 Penalty: 2988.844482
	Iteration 75Q: 3 clusters Score -874190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -874194.375000 Penalty: 2988.844482
	Iteration 76Q: 3 clusters Score -874194.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -874197.312500 Penalty: 2988.844482
	Iteration 77Q: 3 clusters Score -874197.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -874200.812500 Penalty: 2988.844482
	Iteration 78Q: 3 clusters Score -874200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -874204.812500 Penalty: 2988.844482
	Iteration 79Q: 3 clusters Score -874204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -874206.187500 Penalty: 2988.844482
	Iteration 80F: 3 clusters Score -874206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -874208.187500 Penalty: 2988.844482
	Iteration 81Q: 3 clusters Score -874208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -874209.250000 Penalty: 2988.844482
	Iteration 82Q: 3 clusters Score -874209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -874209.250000 Penalty: 2988.844482
	Iteration 83F: 3 clusters Score -874209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -477948.718750 Penalty: 1394.307739
	Iteration 0F: 2 clusters Score -477948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -473752.312500 Penalty: 2788.615479
	Iteration 0F: 3 clusters Score -473752.3 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -474929.750000 Penalty: 2788.615479
	Iteration 1F: 3 clusters Score -474929.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -475083.250000 Penalty: 2788.615479
	Iteration 2F: 3 clusters Score -475083.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -475195.187500 Penalty: 2788.615479
	Iteration 3Q: 3 clusters Score -475195.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -475307.375000 Penalty: 2788.615479
	Iteration 4Q: 3 clusters Score -475307.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -475414.718750 Penalty: 2788.615479
	Iteration 5Q: 3 clusters Score -475414.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -475511.968750 Penalty: 2788.615479
	Iteration 6Q: 3 clusters Score -475512 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -475624.875000 Penalty: 2788.615479
	Iteration 7Q: 3 clusters Score -475624.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -475747.218750 Penalty: 2788.615479
	Iteration 8Q: 3 clusters Score -475747.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -475886.281250 Penalty: 2788.615479
	Iteration 9Q: 3 clusters Score -475886.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -476024.750000 Penalty: 2788.615479
	Iteration 10Q: 3 clusters Score -476024.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -476182.531250 Penalty: 2788.615479
	Iteration 11Q: 3 clusters Score -476182.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -476349.187500 Penalty: 2788.615479
	Iteration 12Q: 3 clusters Score -476349.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -476469.562500 Penalty: 2788.615479
	Iteration 13Q: 3 clusters Score -476469.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -476546.093750 Penalty: 2788.615479
	Iteration 14Q: 3 clusters Score -476546.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -476590.781250 Penalty: 2788.615479
	Iteration 15Q: 3 clusters Score -476590.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -476616.093750 Penalty: 2788.615479
	Iteration 16Q: 3 clusters Score -476616.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -476633.375000 Penalty: 2788.615479
	Iteration 17Q: 3 clusters Score -476633.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -476644.875000 Penalty: 2788.615479
	Iteration 18Q: 3 clusters Score -476644.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -476651.531250 Penalty: 2788.615479
	Iteration 19Q: 3 clusters Score -476651.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -476656.562500 Penalty: 2788.615479
	Iteration 20F: 3 clusters Score -476656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -476659.187500 Penalty: 2788.615479
	Iteration 21Q: 3 clusters Score -476659.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -476662.937500 Penalty: 2788.615479
	Iteration 22Q: 3 clusters Score -476662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -476667.750000 Penalty: 2788.615479
	Iteration 23Q: 3 clusters Score -476667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -476668.625000 Penalty: 2788.615479
	Iteration 24Q: 3 clusters Score -476668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -476672.281250 Penalty: 2788.615479
	Iteration 25Q: 3 clusters Score -476672.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -476673.687500 Penalty: 2788.615479
	Iteration 26Q: 3 clusters Score -476673.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -476676.656250 Penalty: 2788.615479
	Iteration 27Q: 3 clusters Score -476676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -476677.125000 Penalty: 2788.615479
	Iteration 28Q: 3 clusters Score -476677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -476677.656250 Penalty: 2788.615479
	Iteration 29Q: 3 clusters Score -476677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -476677.781250 Penalty: 2788.615479
	Iteration 30Q: 3 clusters Score -476677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -476677.437500 Penalty: 2788.615479
	Iteration 31Q: 3 clusters Score -476677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -476679.125000 Penalty: 2788.615479
	Iteration 32Q: 3 clusters Score -476679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -476679.968750 Penalty: 2788.615479
	Iteration 33Q: 3 clusters Score -476680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -476679.500000 Penalty: 2788.615479
	Iteration 34Q: 3 clusters Score -476679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -476679.843750 Penalty: 2788.615479
	Iteration 35Q: 3 clusters Score -476679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -476680.000000 Penalty: 2788.615479
	Iteration 36Q: 3 clusters Score -476680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -476680.562500 Penalty: 2788.615479
	Iteration 37Q: 3 clusters Score -476680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -476680.562500 Penalty: 2788.615479
	Iteration 38F: 3 clusters Score -476680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (138802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138802 members 
Entering Unmasked Estep 
Score: -12017305.000000 Penalty: 1924.130615
	Iteration 0F: 2 clusters Score -1.20173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -11923877.000000 Penalty: 3848.261230
	Iteration 0F: 3 clusters Score -1.192388e+07 nChanged 66834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -11963492.000000 Penalty: 3848.261230
	Iteration 1F: 3 clusters Score -1.196349e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72367 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -11964385.000000 Penalty: 3848.261230
	Iteration 2Q: 3 clusters Score -1.196438e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -11965537.000000 Penalty: 3848.261230
	Iteration 3Q: 3 clusters Score -1.196554e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -11967114.000000 Penalty: 3848.261230
	Iteration 4Q: 3 clusters Score -1.196711e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -11969478.000000 Penalty: 3848.261230
	Iteration 5Q: 3 clusters Score -1.196948e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -11973055.000000 Penalty: 3848.261230
	Iteration 6Q: 3 clusters Score -1.197306e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -11978473.000000 Penalty: 3848.261230
	Iteration 7F: 3 clusters Score -1.197847e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -11985057.000000 Penalty: 3848.261230
	Iteration 8F: 3 clusters Score -1.198506e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -11992055.000000 Penalty: 3848.261230
	Iteration 9F: 3 clusters Score -1.199206e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -11997643.000000 Penalty: 3848.261230
	Iteration 10F: 3 clusters Score -1.199764e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -12001432.000000 Penalty: 3848.261230
	Iteration 11Q: 3 clusters Score -1.200143e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -12004105.000000 Penalty: 3848.261230
	Iteration 12Q: 3 clusters Score -1.20041e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -12006264.000000 Penalty: 3848.261230
	Iteration 13Q: 3 clusters Score -1.200626e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128212 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -12008187.000000 Penalty: 3848.261230
	Iteration 14Q: 3 clusters Score -1.200819e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130822 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -12010027.000000 Penalty: 3848.261230
	Iteration 15Q: 3 clusters Score -1.201003e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133099 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -12011674.000000 Penalty: 3848.261230
	Iteration 16Q: 3 clusters Score -1.201167e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -12012981.000000 Penalty: 3848.261230
	Iteration 17Q: 3 clusters Score -1.201298e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -12013942.000000 Penalty: 3848.261230
	Iteration 18Q: 3 clusters Score -1.201394e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137055 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12014604.000000 Penalty: 3848.261230
	Iteration 19Q: 3 clusters Score -1.20146e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12015010.000000 Penalty: 3848.261230
	Iteration 20F: 3 clusters Score -1.201501e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137897 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12015233.000000 Penalty: 3848.261230
	Iteration 21Q: 3 clusters Score -1.201523e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12015389.000000 Penalty: 3848.261230
	Iteration 22Q: 3 clusters Score -1.201539e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138162 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12015453.000000 Penalty: 3848.261230
	Iteration 23Q: 3 clusters Score -1.201545e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138229 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12015510.000000 Penalty: 3848.261230
	Iteration 24Q: 3 clusters Score -1.201551e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -12015572.000000 Penalty: 3848.261230
	Iteration 25Q: 3 clusters Score -1.201557e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138307 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12015594.000000 Penalty: 3848.261230
	Iteration 26Q: 3 clusters Score -1.201559e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138331 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12015614.000000 Penalty: 3848.261230
	Iteration 27Q: 3 clusters Score -1.201561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138356 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -12015641.000000 Penalty: 3848.261230
	Iteration 28Q: 3 clusters Score -1.201564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12015671.000000 Penalty: 3848.261230
	Iteration 29Q: 3 clusters Score -1.201567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138393 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -12015681.000000 Penalty: 3848.261230
	Iteration 30Q: 3 clusters Score -1.201568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138404 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12015695.000000 Penalty: 3848.261230
	Iteration 31Q: 3 clusters Score -1.20157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138409 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -12015706.000000 Penalty: 3848.261230
	Iteration 32Q: 3 clusters Score -1.201571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12015719.000000 Penalty: 3848.261230
	Iteration 33Q: 3 clusters Score -1.201572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138422 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12015721.000000 Penalty: 3848.261230
	Iteration 34Q: 3 clusters Score -1.201572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138431 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -12015719.000000 Penalty: 3848.261230
	Iteration 35Q: 3 clusters Score -1.201572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138433 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12015737.000000 Penalty: 3848.261230
	Iteration 36Q: 3 clusters Score -1.201574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138439 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12015772.000000 Penalty: 3848.261230
	Iteration 37Q: 3 clusters Score -1.201577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -12015781.000000 Penalty: 3848.261230
	Iteration 38Q: 3 clusters Score -1.201578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138449 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12015780.000000 Penalty: 3848.261230
	Iteration 39Q: 3 clusters Score -1.201578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138453 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12015782.000000 Penalty: 3848.261230
	Iteration 40F: 3 clusters Score -1.201578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138455 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12015792.000000 Penalty: 3848.261230
	Iteration 41Q: 3 clusters Score -1.201579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12015798.000000 Penalty: 3848.261230
	Iteration 42Q: 3 clusters Score -1.20158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138457 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12015798.000000 Penalty: 3848.261230
	Iteration 43F: 3 clusters Score -1.20158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Entering Unmasked Estep 
Score: -1169085.875000 Penalty: 1541.438110
	Iteration 0F: 2 clusters Score -1169086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1159829.375000 Penalty: 3082.876221
	Iteration 0F: 3 clusters Score -1159829 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1162837.125000 Penalty: 3082.876221
	Iteration 1F: 3 clusters Score -1162837 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1163077.875000 Penalty: 3082.876221
	Iteration 2F: 3 clusters Score -1163078 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1163253.500000 Penalty: 3082.876221
	Iteration 3Q: 3 clusters Score -1163254 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1163415.125000 Penalty: 3082.876221
	Iteration 4Q: 3 clusters Score -1163415 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1163606.375000 Penalty: 3082.876221
	Iteration 5Q: 3 clusters Score -1163606 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1163835.500000 Penalty: 3082.876221
	Iteration 6Q: 3 clusters Score -1163836 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1164153.125000 Penalty: 3082.876221
	Iteration 7Q: 3 clusters Score -1164153 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1164608.875000 Penalty: 3082.876221
	Iteration 8F: 3 clusters Score -1164609 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1165171.750000 Penalty: 3082.876221
	Iteration 9F: 3 clusters Score -1165172 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1165816.250000 Penalty: 3082.876221
	Iteration 10F: 3 clusters Score -1165816 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1166421.250000 Penalty: 3082.876221
	Iteration 11F: 3 clusters Score -1166421 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1166866.750000 Penalty: 3082.876221
	Iteration 12Q: 3 clusters Score -1166867 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1167208.250000 Penalty: 3082.876221
	Iteration 13Q: 3 clusters Score -1167208 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1167433.875000 Penalty: 3082.876221
	Iteration 14Q: 3 clusters Score -1167434 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1167578.750000 Penalty: 3082.876221
	Iteration 15Q: 3 clusters Score -1167579 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1167656.750000 Penalty: 3082.876221
	Iteration 16Q: 3 clusters Score -1167657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1167717.500000 Penalty: 3082.876221
	Iteration 17Q: 3 clusters Score -1167718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1167753.000000 Penalty: 3082.876221
	Iteration 18Q: 3 clusters Score -1167753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1167783.375000 Penalty: 3082.876221
	Iteration 19Q: 3 clusters Score -1167783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1167807.875000 Penalty: 3082.876221
	Iteration 20F: 3 clusters Score -1167808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1167824.375000 Penalty: 3082.876221
	Iteration 21Q: 3 clusters Score -1167824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1167826.750000 Penalty: 3082.876221
	Iteration 22Q: 3 clusters Score -1167827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1167828.875000 Penalty: 3082.876221
	Iteration 23Q: 3 clusters Score -1167829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1167830.000000 Penalty: 3082.876221
	Iteration 24Q: 3 clusters Score -1167830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1167830.750000 Penalty: 3082.876221
	Iteration 25Q: 3 clusters Score -1167831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1167830.750000 Penalty: 3082.876221
	Iteration 26Q: 3 clusters Score -1167831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1167835.625000 Penalty: 3082.876221
	Iteration 27Q: 3 clusters Score -1167836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1167839.000000 Penalty: 3082.876221
	Iteration 28Q: 3 clusters Score -1167839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1167841.500000 Penalty: 3082.876221
	Iteration 29Q: 3 clusters Score -1167842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1167840.500000 Penalty: 3082.876221
	Iteration 30Q: 3 clusters Score -1167840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1167840.500000 Penalty: 3082.876221
	Iteration 31F: 3 clusters Score -1167840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Entering Unmasked Estep 
Score: -691306.875000 Penalty: 1454.819458
	Iteration 0F: 2 clusters Score -691306.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -685663.125000 Penalty: 2909.638916
	Iteration 0F: 3 clusters Score -685663.1 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -687317.312500 Penalty: 2909.638916
	Iteration 1F: 3 clusters Score -687317.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -687508.312500 Penalty: 2909.638916
	Iteration 2F: 3 clusters Score -687508.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -687650.125000 Penalty: 2909.638916
	Iteration 3Q: 3 clusters Score -687650.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -687763.937500 Penalty: 2909.638916
	Iteration 4Q: 3 clusters Score -687763.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -687846.500000 Penalty: 2909.638916
	Iteration 5Q: 3 clusters Score -687846.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -687912.500000 Penalty: 2909.638916
	Iteration 6Q: 3 clusters Score -687912.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -687959.500000 Penalty: 2909.638916
	Iteration 7Q: 3 clusters Score -687959.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -687995.750000 Penalty: 2909.638916
	Iteration 8Q: 3 clusters Score -687995.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -688033.062500 Penalty: 2909.638916
	Iteration 9Q: 3 clusters Score -688033.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -688062.812500 Penalty: 2909.638916
	Iteration 10Q: 3 clusters Score -688062.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -688098.750000 Penalty: 2909.638916
	Iteration 11Q: 3 clusters Score -688098.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -688122.687500 Penalty: 2909.638916
	Iteration 12Q: 3 clusters Score -688122.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -688150.062500 Penalty: 2909.638916
	Iteration 13Q: 3 clusters Score -688150.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -688177.625000 Penalty: 2909.638916
	Iteration 14Q: 3 clusters Score -688177.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -688200.000000 Penalty: 2909.638916
	Iteration 15Q: 3 clusters Score -688200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -688223.000000 Penalty: 2909.638916
	Iteration 16Q: 3 clusters Score -688223 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -688245.000000 Penalty: 2909.638916
	Iteration 17Q: 3 clusters Score -688245 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -688270.687500 Penalty: 2909.638916
	Iteration 18Q: 3 clusters Score -688270.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -688296.250000 Penalty: 2909.638916
	Iteration 19Q: 3 clusters Score -688296.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -688325.187500 Penalty: 2909.638916
	Iteration 20F: 3 clusters Score -688325.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -688346.750000 Penalty: 2909.638916
	Iteration 21Q: 3 clusters Score -688346.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -688377.937500 Penalty: 2909.638916
	Iteration 22Q: 3 clusters Score -688377.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -688412.062500 Penalty: 2909.638916
	Iteration 23Q: 3 clusters Score -688412.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -688453.312500 Penalty: 2909.638916
	Iteration 24Q: 3 clusters Score -688453.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -688506.062500 Penalty: 2909.638916
	Iteration 25Q: 3 clusters Score -688506.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -688574.875000 Penalty: 2909.638916
	Iteration 26Q: 3 clusters Score -688574.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -688663.250000 Penalty: 2909.638916
	Iteration 27Q: 3 clusters Score -688663.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -688767.687500 Penalty: 2909.638916
	Iteration 28Q: 3 clusters Score -688767.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -688883.312500 Penalty: 2909.638916
	Iteration 29Q: 3 clusters Score -688883.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -689021.625000 Penalty: 2909.638916
	Iteration 30Q: 3 clusters Score -689021.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -689174.000000 Penalty: 2909.638916
	Iteration 31Q: 3 clusters Score -689174 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -689293.437500 Penalty: 2909.638916
	Iteration 32Q: 3 clusters Score -689293.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -689392.437500 Penalty: 2909.638916
	Iteration 33Q: 3 clusters Score -689392.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -689488.687500 Penalty: 2909.638916
	Iteration 34Q: 3 clusters Score -689488.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -689569.437500 Penalty: 2909.638916
	Iteration 35Q: 3 clusters Score -689569.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -689647.437500 Penalty: 2909.638916
	Iteration 36Q: 3 clusters Score -689647.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -689706.937500 Penalty: 2909.638916
	Iteration 37Q: 3 clusters Score -689706.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -689760.125000 Penalty: 2909.638916
	Iteration 38Q: 3 clusters Score -689760.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -689821.000000 Penalty: 2909.638916
	Iteration 39Q: 3 clusters Score -689821 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -689871.875000 Penalty: 2909.638916
	Iteration 40F: 3 clusters Score -689871.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -689900.187500 Penalty: 2909.638916
	Iteration 41Q: 3 clusters Score -689900.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -689923.250000 Penalty: 2909.638916
	Iteration 42Q: 3 clusters Score -689923.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -689949.437500 Penalty: 2909.638916
	Iteration 43Q: 3 clusters Score -689949.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -689965.250000 Penalty: 2909.638916
	Iteration 44Q: 3 clusters Score -689965.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -689980.562500 Penalty: 2909.638916
	Iteration 45Q: 3 clusters Score -689980.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -689994.937500 Penalty: 2909.638916
	Iteration 46Q: 3 clusters Score -689994.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -690009.937500 Penalty: 2909.638916
	Iteration 47Q: 3 clusters Score -690009.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -690025.500000 Penalty: 2909.638916
	Iteration 48Q: 3 clusters Score -690025.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -690041.562500 Penalty: 2909.638916
	Iteration 49Q: 3 clusters Score -690041.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -690061.312500 Penalty: 2909.638916
	Iteration 50Q: 3 clusters Score -690061.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -690077.250000 Penalty: 2909.638916
	Iteration 51Q: 3 clusters Score -690077.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -690086.687500 Penalty: 2909.638916
	Iteration 52Q: 3 clusters Score -690086.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -690096.062500 Penalty: 2909.638916
	Iteration 53Q: 3 clusters Score -690096.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -690106.562500 Penalty: 2909.638916
	Iteration 54Q: 3 clusters Score -690106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -690119.562500 Penalty: 2909.638916
	Iteration 55Q: 3 clusters Score -690119.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -690127.250000 Penalty: 2909.638916
	Iteration 56Q: 3 clusters Score -690127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -690137.937500 Penalty: 2909.638916
	Iteration 57Q: 3 clusters Score -690137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -690148.937500 Penalty: 2909.638916
	Iteration 58Q: 3 clusters Score -690148.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -690155.437500 Penalty: 2909.638916
	Iteration 59Q: 3 clusters Score -690155.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -690162.250000 Penalty: 2909.638916
	Iteration 60F: 3 clusters Score -690162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -690165.625000 Penalty: 2909.638916
	Iteration 61Q: 3 clusters Score -690165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -690168.312500 Penalty: 2909.638916
	Iteration 62Q: 3 clusters Score -690168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -690169.062500 Penalty: 2909.638916
	Iteration 63Q: 3 clusters Score -690169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -690169.187500 Penalty: 2909.638916
	Iteration 64Q: 3 clusters Score -690169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -690169.187500 Penalty: 2909.638916
	Iteration 65F: 3 clusters Score -690169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -244436.468750 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -244436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -241826.421875 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -241826.4 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242445.125000 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -242445.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -242602.125000 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -242602.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -242688.250000 Penalty: 2576.731934
	Iteration 3Q: 3 clusters Score -242688.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -242738.203125 Penalty: 2576.731934
	Iteration 4Q: 3 clusters Score -242738.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -242778.484375 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -242778.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -242826.187500 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -242826.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -242878.968750 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -242879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -242939.343750 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -242939.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -242992.937500 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -242992.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243042.265625 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -243042.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -243094.296875 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -243094.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -243150.578125 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -243150.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -243213.906250 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -243213.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -243272.046875 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -243272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -243318.734375 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -243318.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -243350.312500 Penalty: 2576.731934
	Iteration 16Q: 3 clusters Score -243350.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -243385.828125 Penalty: 2576.731934
	Iteration 17Q: 3 clusters Score -243385.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -243407.000000 Penalty: 2576.731934
	Iteration 18Q: 3 clusters Score -243407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -243419.328125 Penalty: 2576.731934
	Iteration 19Q: 3 clusters Score -243419.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -243429.437500 Penalty: 2576.731934
	Iteration 20F: 3 clusters Score -243429.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -243444.593750 Penalty: 2576.731934
	Iteration 21Q: 3 clusters Score -243444.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -243456.093750 Penalty: 2576.731934
	Iteration 22Q: 3 clusters Score -243456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -243466.156250 Penalty: 2576.731934
	Iteration 23Q: 3 clusters Score -243466.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -243472.421875 Penalty: 2576.731934
	Iteration 24Q: 3 clusters Score -243472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -243476.187500 Penalty: 2576.731934
	Iteration 25Q: 3 clusters Score -243476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -243477.218750 Penalty: 2576.731934
	Iteration 26Q: 3 clusters Score -243477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -243477.562500 Penalty: 2576.731934
	Iteration 27Q: 3 clusters Score -243477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -243478.031250 Penalty: 2576.731934
	Iteration 28Q: 3 clusters Score -243478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -243478.953125 Penalty: 2576.731934
	Iteration 29Q: 3 clusters Score -243479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -243478.953125 Penalty: 2576.731934
	Iteration 30F: 3 clusters Score -243479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -209753.875000 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -209753.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -207432.390625 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -207432.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -207930.484375 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -207930.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -208026.234375 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -208026.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -208075.437500 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -208075.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -208103.968750 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -208104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -208126.828125 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -208126.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -208143.468750 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -208143.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -208158.343750 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -208158.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -208169.921875 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -208169.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -208181.000000 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -208181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -208189.890625 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -208189.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -208196.109375 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -208196.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -208201.125000 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -208201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -208205.156250 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -208205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -208209.484375 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -208209.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -208218.281250 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -208218.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -208225.812500 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -208225.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -208233.859375 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -208233.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -208242.484375 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -208242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -208247.953125 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -208248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -208252.156250 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -208252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -208254.453125 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -208254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -208257.203125 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -208257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -208260.796875 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -208260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -208265.875000 Penalty: 2531.707275
	Iteration 24Q: 3 clusters Score -208265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -208268.906250 Penalty: 2531.707275
	Iteration 25Q: 3 clusters Score -208268.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -208271.437500 Penalty: 2531.707275
	Iteration 26Q: 3 clusters Score -208271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -208273.421875 Penalty: 2531.707275
	Iteration 27Q: 3 clusters Score -208273.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -208274.593750 Penalty: 2531.707275
	Iteration 28Q: 3 clusters Score -208274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -208275.671875 Penalty: 2531.707275
	Iteration 29Q: 3 clusters Score -208275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208276.218750 Penalty: 2531.707275
	Iteration 30Q: 3 clusters Score -208276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -208276.640625 Penalty: 2531.707275
	Iteration 31Q: 3 clusters Score -208276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -208277.406250 Penalty: 2531.707275
	Iteration 32Q: 3 clusters Score -208277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -208278.062500 Penalty: 2531.707275
	Iteration 33Q: 3 clusters Score -208278.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -208278.875000 Penalty: 2531.707275
	Iteration 34Q: 3 clusters Score -208278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208281.000000 Penalty: 2531.707275
	Iteration 35Q: 3 clusters Score -208281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -208282.656250 Penalty: 2531.707275
	Iteration 36Q: 3 clusters Score -208282.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -208285.765625 Penalty: 2531.707275
	Iteration 37Q: 3 clusters Score -208285.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208289.750000 Penalty: 2531.707275
	Iteration 38Q: 3 clusters Score -208289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -208291.578125 Penalty: 2531.707275
	Iteration 39Q: 3 clusters Score -208291.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -208292.656250 Penalty: 2531.707275
	Iteration 40F: 3 clusters Score -208292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -208293.265625 Penalty: 2531.707275
	Iteration 41Q: 3 clusters Score -208293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208293.546875 Penalty: 2531.707275
	Iteration 42Q: 3 clusters Score -208293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -208293.468750 Penalty: 2531.707275
	Iteration 43Q: 3 clusters Score -208293.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -208293.468750 Penalty: 2531.707275
	Iteration 44F: 3 clusters Score -208293.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -24749.324219 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -24749.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23883.826172 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -23883.83 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24016.513672 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -24016.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24051.482422 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -24051.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24080.326172 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -24080.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24102.277344 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -24102.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24114.234375 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -24114.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24123.011719 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -24123.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24126.152344 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -24126.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24126.152344 Penalty: 1894.407349
	Iteration 8F: 3 clusters Score -24126.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -718114.062500 Penalty: 1459.910889
	Iteration 0F: 2 clusters Score -718114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -712269.437500 Penalty: 2919.821777
	Iteration 0F: 3 clusters Score -712269.4 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -714064.250000 Penalty: 2919.821777
	Iteration 1F: 3 clusters Score -714064.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -714287.625000 Penalty: 2919.821777
	Iteration 2F: 3 clusters Score -714287.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -714476.312500 Penalty: 2919.821777
	Iteration 3F: 3 clusters Score -714476.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -714617.687500 Penalty: 2919.821777
	Iteration 4Q: 3 clusters Score -714617.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -714760.062500 Penalty: 2919.821777
	Iteration 5Q: 3 clusters Score -714760.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -714930.375000 Penalty: 2919.821777
	Iteration 6Q: 3 clusters Score -714930.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -715119.812500 Penalty: 2919.821777
	Iteration 7Q: 3 clusters Score -715119.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -715342.250000 Penalty: 2919.821777
	Iteration 8Q: 3 clusters Score -715342.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -715574.937500 Penalty: 2919.821777
	Iteration 9Q: 3 clusters Score -715574.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -715797.250000 Penalty: 2919.821777
	Iteration 10Q: 3 clusters Score -715797.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -716011.062500 Penalty: 2919.821777
	Iteration 11Q: 3 clusters Score -716011.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -716213.187500 Penalty: 2919.821777
	Iteration 12Q: 3 clusters Score -716213.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -716388.937500 Penalty: 2919.821777
	Iteration 13Q: 3 clusters Score -716388.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -716514.125000 Penalty: 2919.821777
	Iteration 14Q: 3 clusters Score -716514.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -716596.625000 Penalty: 2919.821777
	Iteration 15Q: 3 clusters Score -716596.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -716647.625000 Penalty: 2919.821777
	Iteration 16Q: 3 clusters Score -716647.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -716685.750000 Penalty: 2919.821777
	Iteration 17Q: 3 clusters Score -716685.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -716727.187500 Penalty: 2919.821777
	Iteration 18Q: 3 clusters Score -716727.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -716756.875000 Penalty: 2919.821777
	Iteration 19Q: 3 clusters Score -716756.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -716780.000000 Penalty: 2919.821777
	Iteration 20F: 3 clusters Score -716780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -716794.875000 Penalty: 2919.821777
	Iteration 21Q: 3 clusters Score -716794.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -716807.812500 Penalty: 2919.821777
	Iteration 22Q: 3 clusters Score -716807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -716822.000000 Penalty: 2919.821777
	Iteration 23Q: 3 clusters Score -716822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -716834.687500 Penalty: 2919.821777
	Iteration 24Q: 3 clusters Score -716834.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -716840.375000 Penalty: 2919.821777
	Iteration 25Q: 3 clusters Score -716840.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -716845.000000 Penalty: 2919.821777
	Iteration 26Q: 3 clusters Score -716845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -716850.000000 Penalty: 2919.821777
	Iteration 27Q: 3 clusters Score -716850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -716853.000000 Penalty: 2919.821777
	Iteration 28Q: 3 clusters Score -716853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -716856.000000 Penalty: 2919.821777
	Iteration 29Q: 3 clusters Score -716856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -716859.625000 Penalty: 2919.821777
	Iteration 30Q: 3 clusters Score -716859.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -716864.500000 Penalty: 2919.821777
	Iteration 31Q: 3 clusters Score -716864.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -716870.312500 Penalty: 2919.821777
	Iteration 32Q: 3 clusters Score -716870.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -716876.125000 Penalty: 2919.821777
	Iteration 33Q: 3 clusters Score -716876.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -716882.312500 Penalty: 2919.821777
	Iteration 34Q: 3 clusters Score -716882.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -716885.312500 Penalty: 2919.821777
	Iteration 35Q: 3 clusters Score -716885.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -716891.937500 Penalty: 2919.821777
	Iteration 36Q: 3 clusters Score -716891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -716896.125000 Penalty: 2919.821777
	Iteration 37Q: 3 clusters Score -716896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -716901.062500 Penalty: 2919.821777
	Iteration 38Q: 3 clusters Score -716901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -716904.312500 Penalty: 2919.821777
	Iteration 39Q: 3 clusters Score -716904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -716913.250000 Penalty: 2919.821777
	Iteration 40F: 3 clusters Score -716913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -716919.312500 Penalty: 2919.821777
	Iteration 41Q: 3 clusters Score -716919.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -716921.312500 Penalty: 2919.821777
	Iteration 42Q: 3 clusters Score -716921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -716922.625000 Penalty: 2919.821777
	Iteration 43Q: 3 clusters Score -716922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -716923.937500 Penalty: 2919.821777
	Iteration 44Q: 3 clusters Score -716923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -716927.125000 Penalty: 2919.821777
	Iteration 45Q: 3 clusters Score -716927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -716931.437500 Penalty: 2919.821777
	Iteration 46Q: 3 clusters Score -716931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -716933.625000 Penalty: 2919.821777
	Iteration 47Q: 3 clusters Score -716933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -716934.437500 Penalty: 2919.821777
	Iteration 48Q: 3 clusters Score -716934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -716937.312500 Penalty: 2919.821777
	Iteration 49Q: 3 clusters Score -716937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -716938.125000 Penalty: 2919.821777
	Iteration 50Q: 3 clusters Score -716938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -716941.062500 Penalty: 2919.821777
	Iteration 51Q: 3 clusters Score -716941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -716940.687500 Penalty: 2919.821777
	Iteration 52Q: 3 clusters Score -716940.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -716943.437500 Penalty: 2919.821777
	Iteration 53Q: 3 clusters Score -716943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -716943.312500 Penalty: 2919.821777
	Iteration 54Q: 3 clusters Score -716943.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -716944.250000 Penalty: 2919.821777
	Iteration 55Q: 3 clusters Score -716944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -716945.500000 Penalty: 2919.821777
	Iteration 56Q: 3 clusters Score -716945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -716945.500000 Penalty: 2919.821777
	Iteration 57F: 3 clusters Score -716945.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Entering Unmasked Estep 
Score: -2235135.500000 Penalty: 1644.200317
	Iteration 0F: 2 clusters Score -2235136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2218311.750000 Penalty: 3288.400635
	Iteration 0F: 3 clusters Score -2218312 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2224364.250000 Penalty: 3288.400635
	Iteration 1F: 3 clusters Score -2224364 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2224730.750000 Penalty: 3288.400635
	Iteration 2Q: 3 clusters Score -2224731 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2225064.250000 Penalty: 3288.400635
	Iteration 3Q: 3 clusters Score -2225064 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2225384.000000 Penalty: 3288.400635
	Iteration 4Q: 3 clusters Score -2225384 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2225763.750000 Penalty: 3288.400635
	Iteration 5Q: 3 clusters Score -2225764 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2226257.000000 Penalty: 3288.400635
	Iteration 6Q: 3 clusters Score -2226257 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2226884.000000 Penalty: 3288.400635
	Iteration 7Q: 3 clusters Score -2226884 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2227648.500000 Penalty: 3288.400635
	Iteration 8F: 3 clusters Score -2227648 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2228574.250000 Penalty: 3288.400635
	Iteration 9F: 3 clusters Score -2228574 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2229527.250000 Penalty: 3288.400635
	Iteration 10F: 3 clusters Score -2229527 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2230350.250000 Penalty: 3288.400635
	Iteration 11Q: 3 clusters Score -2230350 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2230874.750000 Penalty: 3288.400635
	Iteration 12Q: 3 clusters Score -2230875 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2231188.500000 Penalty: 3288.400635
	Iteration 13Q: 3 clusters Score -2231188 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2231419.000000 Penalty: 3288.400635
	Iteration 14Q: 3 clusters Score -2231419 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2231610.250000 Penalty: 3288.400635
	Iteration 15Q: 3 clusters Score -2231610 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2231788.250000 Penalty: 3288.400635
	Iteration 16Q: 3 clusters Score -2231788 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2231936.250000 Penalty: 3288.400635
	Iteration 17Q: 3 clusters Score -2231936 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2232072.750000 Penalty: 3288.400635
	Iteration 18Q: 3 clusters Score -2232073 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2232189.750000 Penalty: 3288.400635
	Iteration 19Q: 3 clusters Score -2232190 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2232278.500000 Penalty: 3288.400635
	Iteration 20F: 3 clusters Score -2232278 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2232329.000000 Penalty: 3288.400635
	Iteration 21Q: 3 clusters Score -2232329 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2232387.750000 Penalty: 3288.400635
	Iteration 22Q: 3 clusters Score -2232388 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2232444.250000 Penalty: 3288.400635
	Iteration 23Q: 3 clusters Score -2232444 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2232483.500000 Penalty: 3288.400635
	Iteration 24Q: 3 clusters Score -2232484 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2232517.750000 Penalty: 3288.400635
	Iteration 25Q: 3 clusters Score -2232518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2232543.000000 Penalty: 3288.400635
	Iteration 26Q: 3 clusters Score -2232543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2232563.500000 Penalty: 3288.400635
	Iteration 27Q: 3 clusters Score -2232564 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2232584.750000 Penalty: 3288.400635
	Iteration 28Q: 3 clusters Score -2232585 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2232594.500000 Penalty: 3288.400635
	Iteration 29Q: 3 clusters Score -2232594 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2232599.000000 Penalty: 3288.400635
	Iteration 30Q: 3 clusters Score -2232599 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2232618.000000 Penalty: 3288.400635
	Iteration 31Q: 3 clusters Score -2232618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2232633.750000 Penalty: 3288.400635
	Iteration 32Q: 3 clusters Score -2232634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2232640.000000 Penalty: 3288.400635
	Iteration 33Q: 3 clusters Score -2232640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2232647.250000 Penalty: 3288.400635
	Iteration 34Q: 3 clusters Score -2232647 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2232653.250000 Penalty: 3288.400635
	Iteration 35Q: 3 clusters Score -2232653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2232658.750000 Penalty: 3288.400635
	Iteration 36Q: 3 clusters Score -2232659 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2232667.000000 Penalty: 3288.400635
	Iteration 37Q: 3 clusters Score -2232667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2232667.250000 Penalty: 3288.400635
	Iteration 38Q: 3 clusters Score -2232667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2232673.750000 Penalty: 3288.400635
	Iteration 39Q: 3 clusters Score -2232674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2232675.500000 Penalty: 3288.400635
	Iteration 40F: 3 clusters Score -2232676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2232678.250000 Penalty: 3288.400635
	Iteration 41Q: 3 clusters Score -2232678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2232679.000000 Penalty: 3288.400635
	Iteration 42Q: 3 clusters Score -2232679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2232684.500000 Penalty: 3288.400635
	Iteration 43Q: 3 clusters Score -2232684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2232689.500000 Penalty: 3288.400635
	Iteration 44Q: 3 clusters Score -2232690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2232691.000000 Penalty: 3288.400635
	Iteration 45Q: 3 clusters Score -2232691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2232693.250000 Penalty: 3288.400635
	Iteration 46Q: 3 clusters Score -2232693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2232689.500000 Penalty: 3288.400635
	Iteration 47Q: 3 clusters Score -2232690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2232686.000000 Penalty: 3288.400635
	Iteration 48Q: 3 clusters Score -2232686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2232686.750000 Penalty: 3288.400635
	Iteration 49Q: 3 clusters Score -2232687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2232689.750000 Penalty: 3288.400635
	Iteration 50Q: 3 clusters Score -2232690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2232690.500000 Penalty: 3288.400635
	Iteration 51Q: 3 clusters Score -2232690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2232695.000000 Penalty: 3288.400635
	Iteration 52Q: 3 clusters Score -2232695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2232694.000000 Penalty: 3288.400635
	Iteration 53Q: 3 clusters Score -2232694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2232693.250000 Penalty: 3288.400635
	Iteration 54Q: 3 clusters Score -2232693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2232696.750000 Penalty: 3288.400635
	Iteration 55Q: 3 clusters Score -2232697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2232698.000000 Penalty: 3288.400635
	Iteration 56Q: 3 clusters Score -2232698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2232698.250000 Penalty: 3288.400635
	Iteration 57Q: 3 clusters Score -2232698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2232698.000000 Penalty: 3288.400635
	Iteration 58Q: 3 clusters Score -2232698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2232701.750000 Penalty: 3288.400635
	Iteration 59Q: 3 clusters Score -2232702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2232701.500000 Penalty: 3288.400635
	Iteration 60F: 3 clusters Score -2232702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2232704.000000 Penalty: 3288.400635
	Iteration 61Q: 3 clusters Score -2232704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2232702.500000 Penalty: 3288.400635
	Iteration 62Q: 3 clusters Score -2232702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2232702.000000 Penalty: 3288.400635
	Iteration 63Q: 3 clusters Score -2232702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2232702.000000 Penalty: 3288.400635
	Iteration 64F: 3 clusters Score -2232702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -432188.656250 Penalty: 1381.785767
	Iteration 0F: 2 clusters Score -432188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -428159.531250 Penalty: 2763.571533
	Iteration 0F: 3 clusters Score -428159.5 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -429295.000000 Penalty: 2763.571533
	Iteration 1F: 3 clusters Score -429295 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -429516.468750 Penalty: 2763.571533
	Iteration 2F: 3 clusters Score -429516.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -429679.687500 Penalty: 2763.571533
	Iteration 3F: 3 clusters Score -429679.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -429835.437500 Penalty: 2763.571533
	Iteration 4Q: 3 clusters Score -429835.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -429946.062500 Penalty: 2763.571533
	Iteration 5Q: 3 clusters Score -429946.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -430075.437500 Penalty: 2763.571533
	Iteration 6Q: 3 clusters Score -430075.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -430200.875000 Penalty: 2763.571533
	Iteration 7Q: 3 clusters Score -430200.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -430323.406250 Penalty: 2763.571533
	Iteration 8Q: 3 clusters Score -430323.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -430444.875000 Penalty: 2763.571533
	Iteration 9Q: 3 clusters Score -430444.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -430564.468750 Penalty: 2763.571533
	Iteration 10Q: 3 clusters Score -430564.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -430689.250000 Penalty: 2763.571533
	Iteration 11Q: 3 clusters Score -430689.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -430817.000000 Penalty: 2763.571533
	Iteration 12Q: 3 clusters Score -430817 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -430920.187500 Penalty: 2763.571533
	Iteration 13Q: 3 clusters Score -430920.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -431014.687500 Penalty: 2763.571533
	Iteration 14Q: 3 clusters Score -431014.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -431088.250000 Penalty: 2763.571533
	Iteration 15Q: 3 clusters Score -431088.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -431139.562500 Penalty: 2763.571533
	Iteration 16Q: 3 clusters Score -431139.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -431176.343750 Penalty: 2763.571533
	Iteration 17Q: 3 clusters Score -431176.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -431212.093750 Penalty: 2763.571533
	Iteration 18Q: 3 clusters Score -431212.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -431238.375000 Penalty: 2763.571533
	Iteration 19Q: 3 clusters Score -431238.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -431257.937500 Penalty: 2763.571533
	Iteration 20F: 3 clusters Score -431257.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -431268.562500 Penalty: 2763.571533
	Iteration 21Q: 3 clusters Score -431268.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -431280.656250 Penalty: 2763.571533
	Iteration 22Q: 3 clusters Score -431280.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -431298.875000 Penalty: 2763.571533
	Iteration 23Q: 3 clusters Score -431298.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -431320.156250 Penalty: 2763.571533
	Iteration 24Q: 3 clusters Score -431320.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -431343.656250 Penalty: 2763.571533
	Iteration 25Q: 3 clusters Score -431343.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -431361.125000 Penalty: 2763.571533
	Iteration 26Q: 3 clusters Score -431361.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -431378.000000 Penalty: 2763.571533
	Iteration 27Q: 3 clusters Score -431378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -431405.281250 Penalty: 2763.571533
	Iteration 28Q: 3 clusters Score -431405.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -431440.625000 Penalty: 2763.571533
	Iteration 29Q: 3 clusters Score -431440.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -431462.218750 Penalty: 2763.571533
	Iteration 30Q: 3 clusters Score -431462.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -431485.312500 Penalty: 2763.571533
	Iteration 31Q: 3 clusters Score -431485.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -431500.625000 Penalty: 2763.571533
	Iteration 32Q: 3 clusters Score -431500.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -431512.718750 Penalty: 2763.571533
	Iteration 33Q: 3 clusters Score -431512.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -431521.968750 Penalty: 2763.571533
	Iteration 34Q: 3 clusters Score -431522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -431530.187500 Penalty: 2763.571533
	Iteration 35Q: 3 clusters Score -431530.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -431539.531250 Penalty: 2763.571533
	Iteration 36Q: 3 clusters Score -431539.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -431549.531250 Penalty: 2763.571533
	Iteration 37Q: 3 clusters Score -431549.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -431557.562500 Penalty: 2763.571533
	Iteration 38Q: 3 clusters Score -431557.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -431564.312500 Penalty: 2763.571533
	Iteration 39Q: 3 clusters Score -431564.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -431570.750000 Penalty: 2763.571533
	Iteration 40F: 3 clusters Score -431570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -431573.968750 Penalty: 2763.571533
	Iteration 41Q: 3 clusters Score -431574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -431576.750000 Penalty: 2763.571533
	Iteration 42Q: 3 clusters Score -431576.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -431580.312500 Penalty: 2763.571533
	Iteration 43Q: 3 clusters Score -431580.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -431581.375000 Penalty: 2763.571533
	Iteration 44Q: 3 clusters Score -431581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -431582.218750 Penalty: 2763.571533
	Iteration 45Q: 3 clusters Score -431582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -431581.812500 Penalty: 2763.571533
	Iteration 46Q: 3 clusters Score -431581.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -431582.343750 Penalty: 2763.571533
	Iteration 47Q: 3 clusters Score -431582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -431582.343750 Penalty: 2763.571533
	Iteration 48F: 3 clusters Score -431582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -773129.000000 Penalty: 1479.775879
	Iteration 0F: 2 clusters Score -773129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -766627.500000 Penalty: 2959.551758
	Iteration 0F: 3 clusters Score -766627.5 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -768740.062500 Penalty: 2959.551758
	Iteration 1F: 3 clusters Score -768740.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -768942.812500 Penalty: 2959.551758
	Iteration 2F: 3 clusters Score -768942.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -769091.062500 Penalty: 2959.551758
	Iteration 3Q: 3 clusters Score -769091.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -769228.375000 Penalty: 2959.551758
	Iteration 4Q: 3 clusters Score -769228.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -769350.062500 Penalty: 2959.551758
	Iteration 5Q: 3 clusters Score -769350.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -769451.000000 Penalty: 2959.551758
	Iteration 6Q: 3 clusters Score -769451 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -769558.312500 Penalty: 2959.551758
	Iteration 7Q: 3 clusters Score -769558.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -769681.500000 Penalty: 2959.551758
	Iteration 8Q: 3 clusters Score -769681.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -769815.750000 Penalty: 2959.551758
	Iteration 9Q: 3 clusters Score -769815.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -769977.312500 Penalty: 2959.551758
	Iteration 10Q: 3 clusters Score -769977.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -770155.187500 Penalty: 2959.551758
	Iteration 11Q: 3 clusters Score -770155.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -770402.750000 Penalty: 2959.551758
	Iteration 12Q: 3 clusters Score -770402.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -770654.687500 Penalty: 2959.551758
	Iteration 13Q: 3 clusters Score -770654.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -770922.000000 Penalty: 2959.551758
	Iteration 14Q: 3 clusters Score -770922 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -771174.875000 Penalty: 2959.551758
	Iteration 15Q: 3 clusters Score -771174.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -771376.687500 Penalty: 2959.551758
	Iteration 16Q: 3 clusters Score -771376.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -771549.812500 Penalty: 2959.551758
	Iteration 17Q: 3 clusters Score -771549.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -771660.625000 Penalty: 2959.551758
	Iteration 18Q: 3 clusters Score -771660.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -771728.250000 Penalty: 2959.551758
	Iteration 19Q: 3 clusters Score -771728.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -771773.437500 Penalty: 2959.551758
	Iteration 20F: 3 clusters Score -771773.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -771794.500000 Penalty: 2959.551758
	Iteration 21Q: 3 clusters Score -771794.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -771811.687500 Penalty: 2959.551758
	Iteration 22Q: 3 clusters Score -771811.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -771832.750000 Penalty: 2959.551758
	Iteration 23Q: 3 clusters Score -771832.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -771839.000000 Penalty: 2959.551758
	Iteration 24Q: 3 clusters Score -771839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -771846.500000 Penalty: 2959.551758
	Iteration 25Q: 3 clusters Score -771846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -771847.750000 Penalty: 2959.551758
	Iteration 26Q: 3 clusters Score -771847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -771847.750000 Penalty: 2959.551758
	Iteration 27F: 3 clusters Score -771847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -313935.500000 Penalty: 1323.557495
	Iteration 0F: 2 clusters Score -313935.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -310987.531250 Penalty: 2647.114990
	Iteration 0F: 3 clusters Score -310987.5 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -311662.906250 Penalty: 2647.114990
	Iteration 1F: 3 clusters Score -311662.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -311803.937500 Penalty: 2647.114990
	Iteration 2F: 3 clusters Score -311803.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -311891.062500 Penalty: 2647.114990
	Iteration 3Q: 3 clusters Score -311891.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -311949.250000 Penalty: 2647.114990
	Iteration 4Q: 3 clusters Score -311949.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -311979.093750 Penalty: 2647.114990
	Iteration 5Q: 3 clusters Score -311979.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -311996.875000 Penalty: 2647.114990
	Iteration 6Q: 3 clusters Score -311996.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -312007.593750 Penalty: 2647.114990
	Iteration 7Q: 3 clusters Score -312007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -312014.593750 Penalty: 2647.114990
	Iteration 8Q: 3 clusters Score -312014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -312023.781250 Penalty: 2647.114990
	Iteration 9Q: 3 clusters Score -312023.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -312034.406250 Penalty: 2647.114990
	Iteration 10Q: 3 clusters Score -312034.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -312049.593750 Penalty: 2647.114990
	Iteration 11Q: 3 clusters Score -312049.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -312065.531250 Penalty: 2647.114990
	Iteration 12Q: 3 clusters Score -312065.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -312081.437500 Penalty: 2647.114990
	Iteration 13Q: 3 clusters Score -312081.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -312094.718750 Penalty: 2647.114990
	Iteration 14Q: 3 clusters Score -312094.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -312101.968750 Penalty: 2647.114990
	Iteration 15Q: 3 clusters Score -312102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -312111.468750 Penalty: 2647.114990
	Iteration 16Q: 3 clusters Score -312111.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -312119.125000 Penalty: 2647.114990
	Iteration 17Q: 3 clusters Score -312119.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -312126.718750 Penalty: 2647.114990
	Iteration 18Q: 3 clusters Score -312126.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -312132.062500 Penalty: 2647.114990
	Iteration 19Q: 3 clusters Score -312132.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -312138.562500 Penalty: 2647.114990
	Iteration 20F: 3 clusters Score -312138.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -312144.375000 Penalty: 2647.114990
	Iteration 21Q: 3 clusters Score -312144.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -312151.500000 Penalty: 2647.114990
	Iteration 22Q: 3 clusters Score -312151.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -312160.750000 Penalty: 2647.114990
	Iteration 23Q: 3 clusters Score -312160.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -312170.531250 Penalty: 2647.114990
	Iteration 24Q: 3 clusters Score -312170.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -312180.281250 Penalty: 2647.114990
	Iteration 25Q: 3 clusters Score -312180.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -312192.937500 Penalty: 2647.114990
	Iteration 26Q: 3 clusters Score -312192.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -312209.437500 Penalty: 2647.114990
	Iteration 27Q: 3 clusters Score -312209.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -312223.937500 Penalty: 2647.114990
	Iteration 28Q: 3 clusters Score -312223.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -312242.031250 Penalty: 2647.114990
	Iteration 29Q: 3 clusters Score -312242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -312263.156250 Penalty: 2647.114990
	Iteration 30Q: 3 clusters Score -312263.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -312293.000000 Penalty: 2647.114990
	Iteration 31Q: 3 clusters Score -312293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -312322.718750 Penalty: 2647.114990
	Iteration 32Q: 3 clusters Score -312322.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -312347.312500 Penalty: 2647.114990
	Iteration 33Q: 3 clusters Score -312347.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -312374.593750 Penalty: 2647.114990
	Iteration 34Q: 3 clusters Score -312374.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -312404.625000 Penalty: 2647.114990
	Iteration 35Q: 3 clusters Score -312404.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -312426.000000 Penalty: 2647.114990
	Iteration 36Q: 3 clusters Score -312426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -312444.000000 Penalty: 2647.114990
	Iteration 37Q: 3 clusters Score -312444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -312467.125000 Penalty: 2647.114990
	Iteration 38Q: 3 clusters Score -312467.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -312489.156250 Penalty: 2647.114990
	Iteration 39Q: 3 clusters Score -312489.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -312507.843750 Penalty: 2647.114990
	Iteration 40F: 3 clusters Score -312507.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -312527.625000 Penalty: 2647.114990
	Iteration 41Q: 3 clusters Score -312527.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -312542.968750 Penalty: 2647.114990
	Iteration 42Q: 3 clusters Score -312543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -312551.156250 Penalty: 2647.114990
	Iteration 43Q: 3 clusters Score -312551.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -312561.500000 Penalty: 2647.114990
	Iteration 44Q: 3 clusters Score -312561.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -312568.187500 Penalty: 2647.114990
	Iteration 45Q: 3 clusters Score -312568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -312575.593750 Penalty: 2647.114990
	Iteration 46Q: 3 clusters Score -312575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -312583.156250 Penalty: 2647.114990
	Iteration 47Q: 3 clusters Score -312583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -312591.437500 Penalty: 2647.114990
	Iteration 48Q: 3 clusters Score -312591.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -312601.625000 Penalty: 2647.114990
	Iteration 49Q: 3 clusters Score -312601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -312609.281250 Penalty: 2647.114990
	Iteration 50Q: 3 clusters Score -312609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -312615.031250 Penalty: 2647.114990
	Iteration 51Q: 3 clusters Score -312615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -312621.968750 Penalty: 2647.114990
	Iteration 52Q: 3 clusters Score -312622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -312626.781250 Penalty: 2647.114990
	Iteration 53Q: 3 clusters Score -312626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -312630.093750 Penalty: 2647.114990
	Iteration 54Q: 3 clusters Score -312630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -312633.875000 Penalty: 2647.114990
	Iteration 55Q: 3 clusters Score -312633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -312635.343750 Penalty: 2647.114990
	Iteration 56Q: 3 clusters Score -312635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -312636.968750 Penalty: 2647.114990
	Iteration 57Q: 3 clusters Score -312637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -312641.593750 Penalty: 2647.114990
	Iteration 58Q: 3 clusters Score -312641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -312647.593750 Penalty: 2647.114990
	Iteration 59Q: 3 clusters Score -312647.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -312652.718750 Penalty: 2647.114990
	Iteration 60F: 3 clusters Score -312652.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -312659.343750 Penalty: 2647.114990
	Iteration 61Q: 3 clusters Score -312659.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -312667.687500 Penalty: 2647.114990
	Iteration 62Q: 3 clusters Score -312667.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -312674.562500 Penalty: 2647.114990
	Iteration 63Q: 3 clusters Score -312674.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -312681.125000 Penalty: 2647.114990
	Iteration 64Q: 3 clusters Score -312681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -312682.968750 Penalty: 2647.114990
	Iteration 65Q: 3 clusters Score -312683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -312683.562500 Penalty: 2647.114990
	Iteration 66Q: 3 clusters Score -312683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -312685.187500 Penalty: 2647.114990
	Iteration 67Q: 3 clusters Score -312685.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -312686.843750 Penalty: 2647.114990
	Iteration 68Q: 3 clusters Score -312686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -312690.531250 Penalty: 2647.114990
	Iteration 69Q: 3 clusters Score -312690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -312694.468750 Penalty: 2647.114990
	Iteration 70Q: 3 clusters Score -312694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -312696.968750 Penalty: 2647.114990
	Iteration 71Q: 3 clusters Score -312697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -312702.812500 Penalty: 2647.114990
	Iteration 72Q: 3 clusters Score -312702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -312704.656250 Penalty: 2647.114990
	Iteration 73Q: 3 clusters Score -312704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -312708.187500 Penalty: 2647.114990
	Iteration 74Q: 3 clusters Score -312708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -312710.500000 Penalty: 2647.114990
	Iteration 75Q: 3 clusters Score -312710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -312711.906250 Penalty: 2647.114990
	Iteration 76Q: 3 clusters Score -312711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -312713.187500 Penalty: 2647.114990
	Iteration 77Q: 3 clusters Score -312713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -312714.375000 Penalty: 2647.114990
	Iteration 78Q: 3 clusters Score -312714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -312716.343750 Penalty: 2647.114990
	Iteration 79Q: 3 clusters Score -312716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -312717.000000 Penalty: 2647.114990
	Iteration 80F: 3 clusters Score -312717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -312717.656250 Penalty: 2647.114990
	Iteration 81Q: 3 clusters Score -312717.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -312718.437500 Penalty: 2647.114990
	Iteration 82Q: 3 clusters Score -312718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -312718.437500 Penalty: 2647.114990
	Iteration 83F: 3 clusters Score -312718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -676731.750000 Penalty: 1458.622192
	Iteration 0F: 2 clusters Score -676731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -670941.125000 Penalty: 2917.244385
	Iteration 0F: 3 clusters Score -670941.1 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -672660.937500 Penalty: 2917.244385
	Iteration 1F: 3 clusters Score -672660.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -672844.125000 Penalty: 2917.244385
	Iteration 2F: 3 clusters Score -672844.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -672974.937500 Penalty: 2917.244385
	Iteration 3Q: 3 clusters Score -672974.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -673078.500000 Penalty: 2917.244385
	Iteration 4Q: 3 clusters Score -673078.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -673152.625000 Penalty: 2917.244385
	Iteration 5Q: 3 clusters Score -673152.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -673228.375000 Penalty: 2917.244385
	Iteration 6Q: 3 clusters Score -673228.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -673295.875000 Penalty: 2917.244385
	Iteration 7Q: 3 clusters Score -673295.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -673369.437500 Penalty: 2917.244385
	Iteration 8Q: 3 clusters Score -673369.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -673439.875000 Penalty: 2917.244385
	Iteration 9Q: 3 clusters Score -673439.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -673508.625000 Penalty: 2917.244385
	Iteration 10Q: 3 clusters Score -673508.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -673587.625000 Penalty: 2917.244385
	Iteration 11Q: 3 clusters Score -673587.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -673670.062500 Penalty: 2917.244385
	Iteration 12Q: 3 clusters Score -673670.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -673766.062500 Penalty: 2917.244385
	Iteration 13Q: 3 clusters Score -673766.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -673912.937500 Penalty: 2917.244385
	Iteration 14Q: 3 clusters Score -673912.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -674090.625000 Penalty: 2917.244385
	Iteration 15Q: 3 clusters Score -674090.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -674269.312500 Penalty: 2917.244385
	Iteration 16Q: 3 clusters Score -674269.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -674479.500000 Penalty: 2917.244385
	Iteration 17Q: 3 clusters Score -674479.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -674693.437500 Penalty: 2917.244385
	Iteration 18Q: 3 clusters Score -674693.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -674870.687500 Penalty: 2917.244385
	Iteration 19Q: 3 clusters Score -674870.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -674998.937500 Penalty: 2917.244385
	Iteration 20F: 3 clusters Score -674998.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -675114.750000 Penalty: 2917.244385
	Iteration 21Q: 3 clusters Score -675114.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -675202.750000 Penalty: 2917.244385
	Iteration 22Q: 3 clusters Score -675202.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -675270.125000 Penalty: 2917.244385
	Iteration 23Q: 3 clusters Score -675270.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -675312.875000 Penalty: 2917.244385
	Iteration 24Q: 3 clusters Score -675312.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -675334.875000 Penalty: 2917.244385
	Iteration 25Q: 3 clusters Score -675334.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -675365.937500 Penalty: 2917.244385
	Iteration 26Q: 3 clusters Score -675365.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -675390.812500 Penalty: 2917.244385
	Iteration 27Q: 3 clusters Score -675390.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -675405.312500 Penalty: 2917.244385
	Iteration 28Q: 3 clusters Score -675405.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -675414.937500 Penalty: 2917.244385
	Iteration 29Q: 3 clusters Score -675414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -675429.062500 Penalty: 2917.244385
	Iteration 30Q: 3 clusters Score -675429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -675434.125000 Penalty: 2917.244385
	Iteration 31Q: 3 clusters Score -675434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -675434.562500 Penalty: 2917.244385
	Iteration 32Q: 3 clusters Score -675434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -675435.687500 Penalty: 2917.244385
	Iteration 33Q: 3 clusters Score -675435.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -675435.687500 Penalty: 2917.244385
	Iteration 34F: 3 clusters Score -675435.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -258135.812500 Penalty: 1309.837769
	Iteration 0F: 2 clusters Score -258135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -255315.109375 Penalty: 2619.675537
	Iteration 0F: 3 clusters Score -255315.1 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -256044.468750 Penalty: 2619.675537
	Iteration 1F: 3 clusters Score -256044.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -256405.453125 Penalty: 2619.675537
	Iteration 2F: 3 clusters Score -256405.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -256719.484375 Penalty: 2619.675537
	Iteration 3F: 3 clusters Score -256719.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -256942.750000 Penalty: 2619.675537
	Iteration 4F: 3 clusters Score -256942.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -257107.765625 Penalty: 2619.675537
	Iteration 5F: 3 clusters Score -257107.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -257234.593750 Penalty: 2619.675537
	Iteration 6F: 3 clusters Score -257234.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -257376.203125 Penalty: 2619.675537
	Iteration 7F: 3 clusters Score -257376.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -257487.687500 Penalty: 2619.675537
	Iteration 8Q: 3 clusters Score -257487.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -257561.703125 Penalty: 2619.675537
	Iteration 9Q: 3 clusters Score -257561.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -257608.968750 Penalty: 2619.675537
	Iteration 10Q: 3 clusters Score -257609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -257637.375000 Penalty: 2619.675537
	Iteration 11Q: 3 clusters Score -257637.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -257656.437500 Penalty: 2619.675537
	Iteration 12Q: 3 clusters Score -257656.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -257670.984375 Penalty: 2619.675537
	Iteration 13Q: 3 clusters Score -257671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -257684.406250 Penalty: 2619.675537
	Iteration 14Q: 3 clusters Score -257684.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -257698.578125 Penalty: 2619.675537
	Iteration 15Q: 3 clusters Score -257698.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -257711.656250 Penalty: 2619.675537
	Iteration 16Q: 3 clusters Score -257711.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -257719.937500 Penalty: 2619.675537
	Iteration 17Q: 3 clusters Score -257719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -257726.203125 Penalty: 2619.675537
	Iteration 18Q: 3 clusters Score -257726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -257732.171875 Penalty: 2619.675537
	Iteration 19Q: 3 clusters Score -257732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -257734.859375 Penalty: 2619.675537
	Iteration 20F: 3 clusters Score -257734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -257739.250000 Penalty: 2619.675537
	Iteration 21Q: 3 clusters Score -257739.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -257741.421875 Penalty: 2619.675537
	Iteration 22Q: 3 clusters Score -257741.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -257746.781250 Penalty: 2619.675537
	Iteration 23Q: 3 clusters Score -257746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -257749.734375 Penalty: 2619.675537
	Iteration 24Q: 3 clusters Score -257749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -257749.734375 Penalty: 2619.675537
	Iteration 25F: 3 clusters Score -257749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (274664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274664 members 
Entering Unmasked Estep 
Score: -24623760.000000 Penalty: 2035.036865
	Iteration 0F: 2 clusters Score -2.462376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -24449926.000000 Penalty: 4070.073730
	Iteration 0F: 3 clusters Score -2.444993e+07 nChanged 133492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142406 members 
Mstep: Class 2 contains 132258 members 
Entering Unmasked Estep 
Score: -24529114.000000 Penalty: 4070.073730
	Iteration 1F: 3 clusters Score -2.452911e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145511 members 
Mstep: Class 2 contains 129153 members 
Entering Unmasked Estep 
Score: -24530738.000000 Penalty: 4070.073730
	Iteration 2Q: 3 clusters Score -2.453074e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 124237 members 
Entering Unmasked Estep 
Score: -24533388.000000 Penalty: 4070.073730
	Iteration 3Q: 3 clusters Score -2.453339e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157887 members 
Mstep: Class 2 contains 116777 members 
Entering Unmasked Estep 
Score: -24537422.000000 Penalty: 4070.073730
	Iteration 4Q: 3 clusters Score -2.453742e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168877 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -24543710.000000 Penalty: 4070.073730
	Iteration 5Q: 3 clusters Score -2.454371e+07 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184084 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -24553776.000000 Penalty: 4070.073730
	Iteration 6F: 3 clusters Score -2.455378e+07 nChanged 19674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202184 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -24567614.000000 Penalty: 4070.073730
	Iteration 7F: 3 clusters Score -2.456761e+07 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219818 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -24582520.000000 Penalty: 4070.073730
	Iteration 8F: 3 clusters Score -2.458252e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232926 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -24594536.000000 Penalty: 4070.073730
	Iteration 9F: 3 clusters Score -2.459454e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241097 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -24601612.000000 Penalty: 4070.073730
	Iteration 10Q: 3 clusters Score -2.460161e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246124 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -24605720.000000 Penalty: 4070.073730
	Iteration 11Q: 3 clusters Score -2.460572e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249586 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -24608024.000000 Penalty: 4070.073730
	Iteration 12Q: 3 clusters Score -2.460802e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252411 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -24609742.000000 Penalty: 4070.073730
	Iteration 13Q: 3 clusters Score -2.460974e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254822 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -24611026.000000 Penalty: 4070.073730
	Iteration 14Q: 3 clusters Score -2.461103e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256989 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -24612184.000000 Penalty: 4070.073730
	Iteration 15Q: 3 clusters Score -2.461218e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258957 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -24613306.000000 Penalty: 4070.073730
	Iteration 16Q: 3 clusters Score -2.461331e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260744 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -24614320.000000 Penalty: 4070.073730
	Iteration 17Q: 3 clusters Score -2.461432e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262418 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -24615096.000000 Penalty: 4070.073730
	Iteration 18Q: 3 clusters Score -2.46151e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263911 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -24615862.000000 Penalty: 4070.073730
	Iteration 19Q: 3 clusters Score -2.461586e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265217 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -24616446.000000 Penalty: 4070.073730
	Iteration 20F: 3 clusters Score -2.461645e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266399 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -24617154.000000 Penalty: 4070.073730
	Iteration 21Q: 3 clusters Score -2.461715e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267478 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -24617664.000000 Penalty: 4070.073730
	Iteration 22Q: 3 clusters Score -2.461766e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268522 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -24618228.000000 Penalty: 4070.073730
	Iteration 23Q: 3 clusters Score -2.461823e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269418 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -24618920.000000 Penalty: 4070.073730
	Iteration 24Q: 3 clusters Score -2.461892e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270172 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -24619358.000000 Penalty: 4070.073730
	Iteration 25Q: 3 clusters Score -2.461936e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270817 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -24619814.000000 Penalty: 4070.073730
	Iteration 26Q: 3 clusters Score -2.461981e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271346 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -24620130.000000 Penalty: 4070.073730
	Iteration 27Q: 3 clusters Score -2.462013e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271831 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -24620490.000000 Penalty: 4070.073730
	Iteration 28Q: 3 clusters Score -2.462049e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272234 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -24620742.000000 Penalty: 4070.073730
	Iteration 29Q: 3 clusters Score -2.462074e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272563 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -24620990.000000 Penalty: 4070.073730
	Iteration 30Q: 3 clusters Score -2.462099e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272824 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -24621154.000000 Penalty: 4070.073730
	Iteration 31Q: 3 clusters Score -2.462115e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273033 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -24621252.000000 Penalty: 4070.073730
	Iteration 32Q: 3 clusters Score -2.462125e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273223 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -24621374.000000 Penalty: 4070.073730
	Iteration 33Q: 3 clusters Score -2.462137e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273374 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -24621478.000000 Penalty: 4070.073730
	Iteration 34Q: 3 clusters Score -2.462148e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273482 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -24621560.000000 Penalty: 4070.073730
	Iteration 35Q: 3 clusters Score -2.462156e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24621608.000000 Penalty: 4070.073730
	Iteration 36Q: 3 clusters Score -2.462161e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273621 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -24621658.000000 Penalty: 4070.073730
	Iteration 37Q: 3 clusters Score -2.462166e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273661 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -24621694.000000 Penalty: 4070.073730
	Iteration 38Q: 3 clusters Score -2.462169e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273705 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -24621750.000000 Penalty: 4070.073730
	Iteration 39Q: 3 clusters Score -2.462175e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273736 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -24621794.000000 Penalty: 4070.073730
	Iteration 40F: 3 clusters Score -2.462179e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273771 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -24621814.000000 Penalty: 4070.073730
	Iteration 41Q: 3 clusters Score -2.462181e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273804 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -24621850.000000 Penalty: 4070.073730
	Iteration 42Q: 3 clusters Score -2.462185e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273836 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -24621866.000000 Penalty: 4070.073730
	Iteration 43Q: 3 clusters Score -2.462187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273856 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -24621890.000000 Penalty: 4070.073730
	Iteration 44Q: 3 clusters Score -2.462189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273872 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -24621906.000000 Penalty: 4070.073730
	Iteration 45Q: 3 clusters Score -2.462191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273884 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -24621898.000000 Penalty: 4070.073730
	Iteration 46Q: 3 clusters Score -2.46219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273895 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -24621922.000000 Penalty: 4070.073730
	Iteration 47Q: 3 clusters Score -2.462192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273905 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -24621930.000000 Penalty: 4070.073730
	Iteration 48Q: 3 clusters Score -2.462193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273920 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -24621936.000000 Penalty: 4070.073730
	Iteration 49Q: 3 clusters Score -2.462194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273937 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -24621932.000000 Penalty: 4070.073730
	Iteration 50Q: 3 clusters Score -2.462193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273950 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -24621920.000000 Penalty: 4070.073730
	Iteration 51Q: 3 clusters Score -2.462192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273962 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -24621952.000000 Penalty: 4070.073730
	Iteration 52Q: 3 clusters Score -2.462195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273975 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -24621986.000000 Penalty: 4070.073730
	Iteration 53Q: 3 clusters Score -2.462199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273979 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -24621988.000000 Penalty: 4070.073730
	Iteration 54Q: 3 clusters Score -2.462199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273990 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -24622002.000000 Penalty: 4070.073730
	Iteration 55Q: 3 clusters Score -2.4622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273997 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -24622016.000000 Penalty: 4070.073730
	Iteration 56Q: 3 clusters Score -2.462202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274001 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -24622014.000000 Penalty: 4070.073730
	Iteration 57Q: 3 clusters Score -2.462201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274005 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -24622006.000000 Penalty: 4070.073730
	Iteration 58Q: 3 clusters Score -2.462201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274002 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -24622028.000000 Penalty: 4070.073730
	Iteration 59Q: 3 clusters Score -2.462203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274002 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -24622030.000000 Penalty: 4070.073730
	Iteration 60F: 3 clusters Score -2.462203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274003 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -24622018.000000 Penalty: 4070.073730
	Iteration 61Q: 3 clusters Score -2.462202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274000 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -24622026.000000 Penalty: 4070.073730
	Iteration 62Q: 3 clusters Score -2.462203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274002 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -24622028.000000 Penalty: 4070.073730
	Iteration 63Q: 3 clusters Score -2.462203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274003 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -24622018.000000 Penalty: 4070.073730
	Iteration 64Q: 3 clusters Score -2.462202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274005 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -24622036.000000 Penalty: 4070.073730
	Iteration 65Q: 3 clusters Score -2.462204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274006 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -24622042.000000 Penalty: 4070.073730
	Iteration 66Q: 3 clusters Score -2.462204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274006 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -24622042.000000 Penalty: 4070.073730
	Iteration 67F: 3 clusters Score -2.462204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Entering Unmasked Estep 
Score: -351753.250000 Penalty: 1342.035767
	Iteration 0F: 2 clusters Score -351753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -348484.125000 Penalty: 2684.071533
	Iteration 0F: 3 clusters Score -348484.1 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -349274.031250 Penalty: 2684.071533
	Iteration 1F: 3 clusters Score -349274 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -349426.343750 Penalty: 2684.071533
	Iteration 2F: 3 clusters Score -349426.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -349496.875000 Penalty: 2684.071533
	Iteration 3Q: 3 clusters Score -349496.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -349543.375000 Penalty: 2684.071533
	Iteration 4Q: 3 clusters Score -349543.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -349583.125000 Penalty: 2684.071533
	Iteration 5Q: 3 clusters Score -349583.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -349618.000000 Penalty: 2684.071533
	Iteration 6Q: 3 clusters Score -349618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -349641.468750 Penalty: 2684.071533
	Iteration 7Q: 3 clusters Score -349641.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -349663.937500 Penalty: 2684.071533
	Iteration 8Q: 3 clusters Score -349663.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -349680.531250 Penalty: 2684.071533
	Iteration 9Q: 3 clusters Score -349680.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -349692.312500 Penalty: 2684.071533
	Iteration 10Q: 3 clusters Score -349692.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -349701.687500 Penalty: 2684.071533
	Iteration 11Q: 3 clusters Score -349701.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -349713.093750 Penalty: 2684.071533
	Iteration 12Q: 3 clusters Score -349713.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -349721.625000 Penalty: 2684.071533
	Iteration 13Q: 3 clusters Score -349721.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -349731.218750 Penalty: 2684.071533
	Iteration 14Q: 3 clusters Score -349731.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -349741.781250 Penalty: 2684.071533
	Iteration 15Q: 3 clusters Score -349741.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -349752.062500 Penalty: 2684.071533
	Iteration 16Q: 3 clusters Score -349752.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -349764.937500 Penalty: 2684.071533
	Iteration 17Q: 3 clusters Score -349764.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -349780.250000 Penalty: 2684.071533
	Iteration 18Q: 3 clusters Score -349780.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -349798.343750 Penalty: 2684.071533
	Iteration 19Q: 3 clusters Score -349798.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -349815.000000 Penalty: 2684.071533
	Iteration 20F: 3 clusters Score -349815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -349834.750000 Penalty: 2684.071533
	Iteration 21Q: 3 clusters Score -349834.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -349862.875000 Penalty: 2684.071533
	Iteration 22Q: 3 clusters Score -349862.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -349896.500000 Penalty: 2684.071533
	Iteration 23Q: 3 clusters Score -349896.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -349931.718750 Penalty: 2684.071533
	Iteration 24Q: 3 clusters Score -349931.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -349970.125000 Penalty: 2684.071533
	Iteration 25Q: 3 clusters Score -349970.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -350008.593750 Penalty: 2684.071533
	Iteration 26Q: 3 clusters Score -350008.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -350063.781250 Penalty: 2684.071533
	Iteration 27Q: 3 clusters Score -350063.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -350128.906250 Penalty: 2684.071533
	Iteration 28Q: 3 clusters Score -350128.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -350196.093750 Penalty: 2684.071533
	Iteration 29Q: 3 clusters Score -350196.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -350259.968750 Penalty: 2684.071533
	Iteration 30Q: 3 clusters Score -350260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -350314.843750 Penalty: 2684.071533
	Iteration 31Q: 3 clusters Score -350314.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -350362.218750 Penalty: 2684.071533
	Iteration 32Q: 3 clusters Score -350362.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -350402.843750 Penalty: 2684.071533
	Iteration 33Q: 3 clusters Score -350402.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -350433.625000 Penalty: 2684.071533
	Iteration 34Q: 3 clusters Score -350433.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -350453.937500 Penalty: 2684.071533
	Iteration 35Q: 3 clusters Score -350453.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -350472.656250 Penalty: 2684.071533
	Iteration 36Q: 3 clusters Score -350472.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -350488.437500 Penalty: 2684.071533
	Iteration 37Q: 3 clusters Score -350488.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -350505.812500 Penalty: 2684.071533
	Iteration 38Q: 3 clusters Score -350505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -350514.281250 Penalty: 2684.071533
	Iteration 39Q: 3 clusters Score -350514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -350519.812500 Penalty: 2684.071533
	Iteration 40F: 3 clusters Score -350519.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -350525.500000 Penalty: 2684.071533
	Iteration 41Q: 3 clusters Score -350525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -350532.187500 Penalty: 2684.071533
	Iteration 42Q: 3 clusters Score -350532.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -350537.718750 Penalty: 2684.071533
	Iteration 43Q: 3 clusters Score -350537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -350543.781250 Penalty: 2684.071533
	Iteration 44Q: 3 clusters Score -350543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -350546.468750 Penalty: 2684.071533
	Iteration 45Q: 3 clusters Score -350546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -350547.906250 Penalty: 2684.071533
	Iteration 46Q: 3 clusters Score -350547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -350551.281250 Penalty: 2684.071533
	Iteration 47Q: 3 clusters Score -350551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -350551.781250 Penalty: 2684.071533
	Iteration 48Q: 3 clusters Score -350551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -350553.156250 Penalty: 2684.071533
	Iteration 49Q: 3 clusters Score -350553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -350553.187500 Penalty: 2684.071533
	Iteration 50Q: 3 clusters Score -350553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -350557.687500 Penalty: 2684.071533
	Iteration 51Q: 3 clusters Score -350557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -350561.125000 Penalty: 2684.071533
	Iteration 52Q: 3 clusters Score -350561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -350561.906250 Penalty: 2684.071533
	Iteration 53Q: 3 clusters Score -350561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -350566.062500 Penalty: 2684.071533
	Iteration 54Q: 3 clusters Score -350566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -350567.937500 Penalty: 2684.071533
	Iteration 55Q: 3 clusters Score -350567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -350568.937500 Penalty: 2684.071533
	Iteration 56Q: 3 clusters Score -350568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -350568.937500 Penalty: 2684.071533
	Iteration 57F: 3 clusters Score -350568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Entering Unmasked Estep 
Score: -263745.187500 Penalty: 1296.140991
	Iteration 0F: 2 clusters Score -263745.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261086.718750 Penalty: 2592.281982
	Iteration 0F: 3 clusters Score -261086.7 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -261680.625000 Penalty: 2592.281982
	Iteration 1F: 3 clusters Score -261680.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -261801.546875 Penalty: 2592.281982
	Iteration 2F: 3 clusters Score -261801.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -261865.296875 Penalty: 2592.281982
	Iteration 3Q: 3 clusters Score -261865.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -261904.281250 Penalty: 2592.281982
	Iteration 4Q: 3 clusters Score -261904.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -261934.031250 Penalty: 2592.281982
	Iteration 5Q: 3 clusters Score -261934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -261954.093750 Penalty: 2592.281982
	Iteration 6Q: 3 clusters Score -261954.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -261971.609375 Penalty: 2592.281982
	Iteration 7Q: 3 clusters Score -261971.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -261982.843750 Penalty: 2592.281982
	Iteration 8Q: 3 clusters Score -261982.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -261994.937500 Penalty: 2592.281982
	Iteration 9Q: 3 clusters Score -261994.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -262009.062500 Penalty: 2592.281982
	Iteration 10Q: 3 clusters Score -262009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -262015.984375 Penalty: 2592.281982
	Iteration 11Q: 3 clusters Score -262016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -262020.234375 Penalty: 2592.281982
	Iteration 12Q: 3 clusters Score -262020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -262021.609375 Penalty: 2592.281982
	Iteration 13Q: 3 clusters Score -262021.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -262025.078125 Penalty: 2592.281982
	Iteration 14Q: 3 clusters Score -262025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262027.671875 Penalty: 2592.281982
	Iteration 15Q: 3 clusters Score -262027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -262030.812500 Penalty: 2592.281982
	Iteration 16Q: 3 clusters Score -262030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -262033.375000 Penalty: 2592.281982
	Iteration 17Q: 3 clusters Score -262033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -262039.171875 Penalty: 2592.281982
	Iteration 18Q: 3 clusters Score -262039.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -262043.406250 Penalty: 2592.281982
	Iteration 19Q: 3 clusters Score -262043.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262047.437500 Penalty: 2592.281982
	Iteration 20F: 3 clusters Score -262047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -262049.203125 Penalty: 2592.281982
	Iteration 21Q: 3 clusters Score -262049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -262050.437500 Penalty: 2592.281982
	Iteration 22Q: 3 clusters Score -262050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -262051.812500 Penalty: 2592.281982
	Iteration 23Q: 3 clusters Score -262051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262053.328125 Penalty: 2592.281982
	Iteration 24Q: 3 clusters Score -262053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -262053.953125 Penalty: 2592.281982
	Iteration 25Q: 3 clusters Score -262054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262054.296875 Penalty: 2592.281982
	Iteration 26Q: 3 clusters Score -262054.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -262054.234375 Penalty: 2592.281982
	Iteration 27Q: 3 clusters Score -262054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262054.531250 Penalty: 2592.281982
	Iteration 28Q: 3 clusters Score -262054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -262054.531250 Penalty: 2592.281982
	Iteration 29F: 3 clusters Score -262054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -162122.859375 Penalty: 1228.597656
	Iteration 0F: 2 clusters Score -162122.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -160062.531250 Penalty: 2457.195312
	Iteration 0F: 3 clusters Score -160062.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -160454.296875 Penalty: 2457.195312
	Iteration 1F: 3 clusters Score -160454.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -160554.125000 Penalty: 2457.195312
	Iteration 2F: 3 clusters Score -160554.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -160619.171875 Penalty: 2457.195312
	Iteration 3Q: 3 clusters Score -160619.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -160664.031250 Penalty: 2457.195312
	Iteration 4Q: 3 clusters Score -160664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -160693.078125 Penalty: 2457.195312
	Iteration 5Q: 3 clusters Score -160693.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160723.453125 Penalty: 2457.195312
	Iteration 6Q: 3 clusters Score -160723.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160750.000000 Penalty: 2457.195312
	Iteration 7Q: 3 clusters Score -160750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160769.953125 Penalty: 2457.195312
	Iteration 8Q: 3 clusters Score -160770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160784.515625 Penalty: 2457.195312
	Iteration 9Q: 3 clusters Score -160784.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -160800.250000 Penalty: 2457.195312
	Iteration 10Q: 3 clusters Score -160800.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -160812.265625 Penalty: 2457.195312
	Iteration 11Q: 3 clusters Score -160812.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160820.953125 Penalty: 2457.195312
	Iteration 12Q: 3 clusters Score -160821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160825.703125 Penalty: 2457.195312
	Iteration 13Q: 3 clusters Score -160825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160827.890625 Penalty: 2457.195312
	Iteration 14Q: 3 clusters Score -160827.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160828.343750 Penalty: 2457.195312
	Iteration 15Q: 3 clusters Score -160828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160830.359375 Penalty: 2457.195312
	Iteration 16Q: 3 clusters Score -160830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -160830.640625 Penalty: 2457.195312
	Iteration 17Q: 3 clusters Score -160830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160831.437500 Penalty: 2457.195312
	Iteration 18Q: 3 clusters Score -160831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160832.093750 Penalty: 2457.195312
	Iteration 19Q: 3 clusters Score -160832.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -160833.093750 Penalty: 2457.195312
	Iteration 20F: 3 clusters Score -160833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -160834.796875 Penalty: 2457.195312
	Iteration 21Q: 3 clusters Score -160834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -160836.125000 Penalty: 2457.195312
	Iteration 22Q: 3 clusters Score -160836.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160836.671875 Penalty: 2457.195312
	Iteration 23Q: 3 clusters Score -160836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -160837.781250 Penalty: 2457.195312
	Iteration 24Q: 3 clusters Score -160837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160839.671875 Penalty: 2457.195312
	Iteration 25Q: 3 clusters Score -160839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160842.203125 Penalty: 2457.195312
	Iteration 26Q: 3 clusters Score -160842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160842.640625 Penalty: 2457.195312
	Iteration 27Q: 3 clusters Score -160842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160844.968750 Penalty: 2457.195312
	Iteration 28Q: 3 clusters Score -160845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160846.187500 Penalty: 2457.195312
	Iteration 29Q: 3 clusters Score -160846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160847.437500 Penalty: 2457.195312
	Iteration 30Q: 3 clusters Score -160847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160847.765625 Penalty: 2457.195312
	Iteration 31Q: 3 clusters Score -160847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160847.765625 Penalty: 2457.195312
	Iteration 32F: 3 clusters Score -160847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 138802 members 
Mstep: Class 4 contains 13171 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 2416 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7975 members 
Mstep: Class 10 contains 24789 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 14 contains 9012 members 
Mstep: Class 15 contains 3446 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 3167 members 
Mstep: Class 18 contains 274664 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 2911 members 
Mstep: Class 21 contains 1921 members 
Entering Unmasked Estep 
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Iteration 119Q: 20 clusters Score -4.568665e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5336 members 
Mstep: Class 3 contains 138778 members 
Mstep: Class 4 contains 13165 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 2393 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 7983 members 
Mstep: Class 10 contains 24446 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 7924 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 275008 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 1921 members 
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Iteration 120F: 20 clusters Score -4.568673e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5347 members 
Mstep: Class 3 contains 138749 members 
Mstep: Class 4 contains 13156 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 7988 members 
Mstep: Class 10 contains 24098 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 3448 members 
Mstep: Class 16 contains 7937 members 
Mstep: Class 17 contains 3149 members 
Mstep: Class 18 contains 275355 members 
Mstep: Class 19 contains 3866 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 1921 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -4.568718e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 138719 members 
Mstep: Class 4 contains 13145 members 
Mstep: Class 5 contains 7724 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 23751 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 7941 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 18 contains 275711 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 2939 members 
Mstep: Class 21 contains 1948 members 
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Iteration 122Q: 20 clusters Score -4.568724e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 138684 members 
Mstep: Class 4 contains 13143 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 7991 members 
Mstep: Class 10 contains 23408 members 
Mstep: Class 11 contains 4930 members 
Mstep: Class 14 contains 9096 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 7943 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 276066 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 1964 members 
Entering Unmasked Estep 
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Iteration 123Q: 20 clusters Score -4.568727e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5379 members 
Mstep: Class 3 contains 138657 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 7717 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 283 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 23054 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 7944 members 
Mstep: Class 17 contains 3134 members 
Mstep: Class 18 contains 276432 members 
Mstep: Class 19 contains 3872 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 1982 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -4.568744e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 138636 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 7711 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 261 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 22709 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 14 contains 9127 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 7945 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 276766 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 2001 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -4.568763e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 138625 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 248 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 22370 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 14 contains 9143 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 7949 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 277088 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 3021 members 
Mstep: Class 21 contains 2012 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -4.568766e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 138604 members 
Mstep: Class 4 contains 13134 members 
Mstep: Class 5 contains 7701 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 21999 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 14 contains 9153 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 7954 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 277442 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 3063 members 
Mstep: Class 21 contains 2017 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -4.568792e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 138593 members 
Mstep: Class 4 contains 13130 members 
Mstep: Class 5 contains 7698 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 228 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 21613 members 
Mstep: Class 11 contains 4932 members 
Mstep: Class 14 contains 9167 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 277805 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 3105 members 
Mstep: Class 21 contains 2027 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -4.568803e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 138582 members 
Mstep: Class 4 contains 13138 members 
Mstep: Class 5 contains 7694 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 216 members 
Mstep: Class 9 contains 7990 members 
Mstep: Class 10 contains 21211 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 3442 members 
Mstep: Class 16 contains 7973 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 278168 members 
Mstep: Class 19 contains 3896 members 
Mstep: Class 20 contains 3154 members 
Mstep: Class 21 contains 2034 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -4.568828e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5428 members 
Mstep: Class 3 contains 138569 members 
Mstep: Class 4 contains 13150 members 
Mstep: Class 5 contains 7693 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 211 members 
Mstep: Class 9 contains 7989 members 
Mstep: Class 10 contains 20791 members 
Mstep: Class 11 contains 4935 members 
Mstep: Class 14 contains 9201 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 278560 members 
Mstep: Class 19 contains 3898 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 2030 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -4.568829e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 138546 members 
Mstep: Class 4 contains 13159 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 20320 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 14 contains 9215 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 7990 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 278973 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 3253 members 
Mstep: Class 21 contains 2029 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -4.568835e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 138516 members 
Mstep: Class 4 contains 13164 members 
Mstep: Class 5 contains 7681 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 7997 members 
Mstep: Class 10 contains 19828 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 14 contains 9234 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 7991 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 279426 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 3304 members 
Mstep: Class 21 contains 2029 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -4.568855e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5451 members 
Mstep: Class 3 contains 138501 members 
Mstep: Class 4 contains 13160 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2236 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8000 members 
Mstep: Class 10 contains 19336 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 14 contains 9246 members 
Mstep: Class 15 contains 3436 members 
Mstep: Class 16 contains 7990 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 279885 members 
Mstep: Class 19 contains 3912 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 2027 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -4.568872e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 138483 members 
Mstep: Class 4 contains 13155 members 
Mstep: Class 5 contains 7672 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2223 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 18873 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 14 contains 9263 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 7992 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 280295 members 
Mstep: Class 19 contains 3920 members 
Mstep: Class 20 contains 3414 members 
Mstep: Class 21 contains 2026 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -4.568881e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5462 members 
Mstep: Class 3 contains 138462 members 
Mstep: Class 4 contains 13149 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8012 members 
Mstep: Class 10 contains 18430 members 
Mstep: Class 11 contains 4943 members 
Mstep: Class 14 contains 9274 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 7997 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 280691 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 2026 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -4.568901e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 138452 members 
Mstep: Class 4 contains 13143 members 
Mstep: Class 5 contains 7669 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 18020 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9287 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 8000 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 281071 members 
Mstep: Class 19 contains 3938 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 2025 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -4.568938e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 138422 members 
Mstep: Class 4 contains 13146 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 17617 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9301 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 8004 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 281431 members 
Mstep: Class 19 contains 3947 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 2026 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -4.568958e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 138379 members 
Mstep: Class 4 contains 13140 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8013 members 
Mstep: Class 10 contains 17218 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 14 contains 9314 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 8009 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 281780 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 2026 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -4.568976e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5389 members 
Mstep: Class 3 contains 138320 members 
Mstep: Class 4 contains 13141 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8017 members 
Mstep: Class 10 contains 16838 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9325 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 282121 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 3827 members 
Mstep: Class 21 contains 2026 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -4.569008e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 5345 members 
Mstep: Class 3 contains 138261 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 7667 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 210 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 16511 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 14 contains 9334 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 282428 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 3941 members 
Mstep: Class 21 contains 2027 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -4.569059e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 138210 members 
Mstep: Class 4 contains 13139 members 
Mstep: Class 5 contains 7665 members 
Mstep: Class 6 contains 2770 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 218 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 16190 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 3440 members 
Mstep: Class 16 contains 8010 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 282747 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 2026 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -4.569087e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 138175 members 
Mstep: Class 4 contains 13132 members 
Mstep: Class 5 contains 7662 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 204 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 15923 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 14 contains 9351 members 
Mstep: Class 15 contains 3441 members 
Mstep: Class 16 contains 8008 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 283035 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 4152 members 
Mstep: Class 21 contains 2039 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -4.569105e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5163 members 
Mstep: Class 3 contains 138156 members 
Mstep: Class 4 contains 13139 members 
Mstep: Class 5 contains 7660 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 196 members 
Mstep: Class 9 contains 8013 members 
Mstep: Class 10 contains 15672 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 8011 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 283249 members 
Mstep: Class 19 contains 3971 members 
Mstep: Class 20 contains 4247 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -4.569137e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5110 members 
Mstep: Class 3 contains 138097 members 
Mstep: Class 4 contains 13141 members 
Mstep: Class 5 contains 7655 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 8 contains 188 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 15507 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 8013 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 283418 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 2054 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -4.56915e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 138031 members 
Mstep: Class 4 contains 13154 members 
Mstep: Class 5 contains 7650 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 179 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 15387 members 
Mstep: Class 11 contains 4946 members 
Mstep: Class 14 contains 9369 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 8014 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 283554 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 4440 members 
Mstep: Class 21 contains 2054 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -4.569168e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 137987 members 
Mstep: Class 4 contains 13153 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2112 members 
Mstep: Class 8 contains 172 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9379 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 8015 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 283661 members 
Mstep: Class 19 contains 3974 members 
Mstep: Class 20 contains 4517 members 
Mstep: Class 21 contains 2058 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -4.569176e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 137952 members 
Mstep: Class 4 contains 13157 members 
Mstep: Class 5 contains 7644 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 15231 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 3449 members 
Mstep: Class 16 contains 8017 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 283747 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691852.000000 Penalty: 40666.277344
Iteration 147Q: 20 clusters Score -4.569185e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4890 members 
Mstep: Class 3 contains 137938 members 
Mstep: Class 4 contains 13164 members 
Mstep: Class 5 contains 7637 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2098 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 15177 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 3448 members 
Mstep: Class 16 contains 8018 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 283817 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 4643 members 
Mstep: Class 21 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691888.000000 Penalty: 40666.277344
Iteration 148Q: 20 clusters Score -4.569189e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 137919 members 
Mstep: Class 4 contains 13169 members 
Mstep: Class 5 contains 7638 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2092 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 15157 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 14 contains 9407 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 8021 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 283841 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4687 members 
Mstep: Class 21 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691976.000000 Penalty: 40666.277344
Iteration 149Q: 20 clusters Score -4.569198e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4821 members 
Mstep: Class 3 contains 137880 members 
Mstep: Class 4 contains 13176 members 
Mstep: Class 5 contains 7638 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 15162 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 14 contains 9409 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 8022 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 283854 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 4722 members 
Mstep: Class 21 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691968.000000 Penalty: 40666.277344
Iteration 150Q: 20 clusters Score -4.569197e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 137862 members 
Mstep: Class 4 contains 13173 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2087 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 8023 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 283862 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691992.000000 Penalty: 40666.277344
Iteration 151Q: 20 clusters Score -4.569199e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4748 members 
Mstep: Class 3 contains 137852 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 8024 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 283861 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692000.000000 Penalty: 40666.277344
Iteration 152Q: 20 clusters Score -4.5692e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 137843 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 15161 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 8024 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 283867 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692020.000000 Penalty: 40666.277344
Iteration 153Q: 20 clusters Score -4.569202e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 137846 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 7638 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2079 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 15169 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 14 contains 9412 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8026 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 283874 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4870 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692032.000000 Penalty: 40666.277344
Iteration 154Q: 20 clusters Score -4.569203e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 3 contains 137838 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 15181 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 14 contains 9414 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8027 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 283877 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4894 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692000.000000 Penalty: 40666.277344
Iteration 155Q: 20 clusters Score -4.5692e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4633 members 
Mstep: Class 3 contains 137826 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 7642 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2072 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8032 members 
Mstep: Class 10 contains 15176 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 14 contains 9417 members 
Mstep: Class 15 contains 3454 members 
Mstep: Class 16 contains 8029 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 283879 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4921 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692044.000000 Penalty: 40666.277344
Iteration 156Q: 20 clusters Score -4.569204e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 4614 members 
Mstep: Class 3 contains 137819 members 
Mstep: Class 4 contains 13174 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8031 members 
Mstep: Class 10 contains 15182 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 14 contains 9418 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 283878 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4946 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692044.000000 Penalty: 40666.277344
Iteration 157Q: 20 clusters Score -4.569204e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4594 members 
Mstep: Class 3 contains 137822 members 
Mstep: Class 4 contains 13173 members 
Mstep: Class 5 contains 7638 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15192 members 
Mstep: Class 11 contains 4951 members 
Mstep: Class 14 contains 9422 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 8029 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 283865 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4970 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692116.000000 Penalty: 40666.277344
Iteration 158Q: 20 clusters Score -4.569212e+07 nChanged 151
Entering ConstructFrom: 
Score: -45692116.000000 Penalty: 40666.277344
Entering ConstructFrom: 
Trying to split cluster 1 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -877036.500000 Penalty: 1494.734985
	Iteration 0F: 2 clusters Score -877036.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -869961.625000 Penalty: 2989.469971
	Iteration 0F: 3 clusters Score -869961.6 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -872317.875000 Penalty: 2989.469971
	Iteration 1F: 3 clusters Score -872317.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -872572.062500 Penalty: 2989.469971
	Iteration 2F: 3 clusters Score -872572.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -872776.500000 Penalty: 2989.469971
	Iteration 3F: 3 clusters Score -872776.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -872943.625000 Penalty: 2989.469971
	Iteration 4Q: 3 clusters Score -872943.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -873121.562500 Penalty: 2989.469971
	Iteration 5Q: 3 clusters Score -873121.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -873319.312500 Penalty: 2989.469971
	Iteration 6Q: 3 clusters Score -873319.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -873575.000000 Penalty: 2989.469971
	Iteration 7Q: 3 clusters Score -873575 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -873835.875000 Penalty: 2989.469971
	Iteration 8Q: 3 clusters Score -873835.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -874071.562500 Penalty: 2989.469971
	Iteration 9Q: 3 clusters Score -874071.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -874356.062500 Penalty: 2989.469971
	Iteration 10Q: 3 clusters Score -874356.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -874631.875000 Penalty: 2989.469971
	Iteration 11Q: 3 clusters Score -874631.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -874845.250000 Penalty: 2989.469971
	Iteration 12Q: 3 clusters Score -874845.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -874999.250000 Penalty: 2989.469971
	Iteration 13Q: 3 clusters Score -874999.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -875111.812500 Penalty: 2989.469971
	Iteration 14Q: 3 clusters Score -875111.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -875215.500000 Penalty: 2989.469971
	Iteration 15Q: 3 clusters Score -875215.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -875294.937500 Penalty: 2989.469971
	Iteration 16Q: 3 clusters Score -875294.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -875357.375000 Penalty: 2989.469971
	Iteration 17Q: 3 clusters Score -875357.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -875401.500000 Penalty: 2989.469971
	Iteration 18Q: 3 clusters Score -875401.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -875424.250000 Penalty: 2989.469971
	Iteration 19Q: 3 clusters Score -875424.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -875449.562500 Penalty: 2989.469971
	Iteration 20F: 3 clusters Score -875449.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -875473.000000 Penalty: 2989.469971
	Iteration 21Q: 3 clusters Score -875473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -875494.875000 Penalty: 2989.469971
	Iteration 22Q: 3 clusters Score -875494.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -875510.750000 Penalty: 2989.469971
	Iteration 23Q: 3 clusters Score -875510.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -875521.250000 Penalty: 2989.469971
	Iteration 24Q: 3 clusters Score -875521.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -875533.937500 Penalty: 2989.469971
	Iteration 25Q: 3 clusters Score -875533.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -875542.812500 Penalty: 2989.469971
	Iteration 26Q: 3 clusters Score -875542.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -875552.187500 Penalty: 2989.469971
	Iteration 27Q: 3 clusters Score -875552.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -875557.000000 Penalty: 2989.469971
	Iteration 28Q: 3 clusters Score -875557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -875568.000000 Penalty: 2989.469971
	Iteration 29Q: 3 clusters Score -875568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -875574.312500 Penalty: 2989.469971
	Iteration 30Q: 3 clusters Score -875574.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -875576.312500 Penalty: 2989.469971
	Iteration 31Q: 3 clusters Score -875576.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -875580.312500 Penalty: 2989.469971
	Iteration 32Q: 3 clusters Score -875580.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -875583.625000 Penalty: 2989.469971
	Iteration 33Q: 3 clusters Score -875583.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -875588.687500 Penalty: 2989.469971
	Iteration 34Q: 3 clusters Score -875588.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -875592.750000 Penalty: 2989.469971
	Iteration 35Q: 3 clusters Score -875592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -875597.875000 Penalty: 2989.469971
	Iteration 36Q: 3 clusters Score -875597.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -875599.500000 Penalty: 2989.469971
	Iteration 37Q: 3 clusters Score -875599.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -875600.812500 Penalty: 2989.469971
	Iteration 38Q: 3 clusters Score -875600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -875604.500000 Penalty: 2989.469971
	Iteration 39Q: 3 clusters Score -875604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -875605.750000 Penalty: 2989.469971
	Iteration 40F: 3 clusters Score -875605.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -875607.625000 Penalty: 2989.469971
	Iteration 41Q: 3 clusters Score -875607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -875609.437500 Penalty: 2989.469971
	Iteration 42Q: 3 clusters Score -875609.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -875609.375000 Penalty: 2989.469971
	Iteration 43Q: 3 clusters Score -875609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -875613.375000 Penalty: 2989.469971
	Iteration 44Q: 3 clusters Score -875613.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -875618.062500 Penalty: 2989.469971
	Iteration 45Q: 3 clusters Score -875618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -875619.500000 Penalty: 2989.469971
	Iteration 46Q: 3 clusters Score -875619.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -875620.750000 Penalty: 2989.469971
	Iteration 47Q: 3 clusters Score -875620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -875622.937500 Penalty: 2989.469971
	Iteration 48Q: 3 clusters Score -875622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -875624.062500 Penalty: 2989.469971
	Iteration 49Q: 3 clusters Score -875624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -875625.187500 Penalty: 2989.469971
	Iteration 50Q: 3 clusters Score -875625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -875630.437500 Penalty: 2989.469971
	Iteration 51Q: 3 clusters Score -875630.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -875635.375000 Penalty: 2989.469971
	Iteration 52Q: 3 clusters Score -875635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -875638.062500 Penalty: 2989.469971
	Iteration 53Q: 3 clusters Score -875638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -875640.937500 Penalty: 2989.469971
	Iteration 54Q: 3 clusters Score -875640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -875643.750000 Penalty: 2989.469971
	Iteration 55Q: 3 clusters Score -875643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -875646.000000 Penalty: 2989.469971
	Iteration 56Q: 3 clusters Score -875646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -875647.312500 Penalty: 2989.469971
	Iteration 57Q: 3 clusters Score -875647.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -875648.125000 Penalty: 2989.469971
	Iteration 58Q: 3 clusters Score -875648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -875648.687500 Penalty: 2989.469971
	Iteration 59Q: 3 clusters Score -875648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -875649.875000 Penalty: 2989.469971
	Iteration 60F: 3 clusters Score -875649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -875655.250000 Penalty: 2989.469971
	Iteration 61Q: 3 clusters Score -875655.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -875657.437500 Penalty: 2989.469971
	Iteration 62Q: 3 clusters Score -875657.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -875663.937500 Penalty: 2989.469971
	Iteration 63Q: 3 clusters Score -875663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -875669.250000 Penalty: 2989.469971
	Iteration 64Q: 3 clusters Score -875669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -875672.375000 Penalty: 2989.469971
	Iteration 65Q: 3 clusters Score -875672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -875674.125000 Penalty: 2989.469971
	Iteration 66Q: 3 clusters Score -875674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -875676.250000 Penalty: 2989.469971
	Iteration 67Q: 3 clusters Score -875676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -875678.312500 Penalty: 2989.469971
	Iteration 68Q: 3 clusters Score -875678.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -875678.750000 Penalty: 2989.469971
	Iteration 69Q: 3 clusters Score -875678.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -875681.375000 Penalty: 2989.469971
	Iteration 70Q: 3 clusters Score -875681.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -875683.500000 Penalty: 2989.469971
	Iteration 71Q: 3 clusters Score -875683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -875685.687500 Penalty: 2989.469971
	Iteration 72Q: 3 clusters Score -875685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -875686.687500 Penalty: 2989.469971
	Iteration 73Q: 3 clusters Score -875686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -875686.687500 Penalty: 2989.469971
	Iteration 74F: 3 clusters Score -875686.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Entering Unmasked Estep 
Score: -409384.062500 Penalty: 1369.039551
	Iteration 0F: 2 clusters Score -409384.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -405656.656250 Penalty: 2738.079102
	Iteration 0F: 3 clusters Score -405656.7 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -406668.156250 Penalty: 2738.079102
	Iteration 1F: 3 clusters Score -406668.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -406829.593750 Penalty: 2738.079102
	Iteration 2F: 3 clusters Score -406829.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -406922.250000 Penalty: 2738.079102
	Iteration 3Q: 3 clusters Score -406922.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -406999.406250 Penalty: 2738.079102
	Iteration 4Q: 3 clusters Score -406999.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -407067.437500 Penalty: 2738.079102
	Iteration 5Q: 3 clusters Score -407067.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -407122.156250 Penalty: 2738.079102
	Iteration 6Q: 3 clusters Score -407122.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -407166.656250 Penalty: 2738.079102
	Iteration 7Q: 3 clusters Score -407166.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -407211.062500 Penalty: 2738.079102
	Iteration 8Q: 3 clusters Score -407211.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -407256.531250 Penalty: 2738.079102
	Iteration 9Q: 3 clusters Score -407256.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -407304.781250 Penalty: 2738.079102
	Iteration 10Q: 3 clusters Score -407304.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -407370.125000 Penalty: 2738.079102
	Iteration 11Q: 3 clusters Score -407370.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -407427.500000 Penalty: 2738.079102
	Iteration 12Q: 3 clusters Score -407427.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -407486.343750 Penalty: 2738.079102
	Iteration 13Q: 3 clusters Score -407486.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -407540.500000 Penalty: 2738.079102
	Iteration 14Q: 3 clusters Score -407540.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -407596.093750 Penalty: 2738.079102
	Iteration 15Q: 3 clusters Score -407596.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -407658.687500 Penalty: 2738.079102
	Iteration 16Q: 3 clusters Score -407658.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -407721.250000 Penalty: 2738.079102
	Iteration 17Q: 3 clusters Score -407721.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -407787.156250 Penalty: 2738.079102
	Iteration 18Q: 3 clusters Score -407787.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -407851.343750 Penalty: 2738.079102
	Iteration 19Q: 3 clusters Score -407851.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -407904.687500 Penalty: 2738.079102
	Iteration 20F: 3 clusters Score -407904.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -407939.312500 Penalty: 2738.079102
	Iteration 21Q: 3 clusters Score -407939.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -407983.125000 Penalty: 2738.079102
	Iteration 22Q: 3 clusters Score -407983.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -408009.062500 Penalty: 2738.079102
	Iteration 23Q: 3 clusters Score -408009.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -408029.000000 Penalty: 2738.079102
	Iteration 24Q: 3 clusters Score -408029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -408043.625000 Penalty: 2738.079102
	Iteration 25Q: 3 clusters Score -408043.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -408062.031250 Penalty: 2738.079102
	Iteration 26Q: 3 clusters Score -408062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -408078.781250 Penalty: 2738.079102
	Iteration 27Q: 3 clusters Score -408078.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -408093.812500 Penalty: 2738.079102
	Iteration 28Q: 3 clusters Score -408093.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -408099.656250 Penalty: 2738.079102
	Iteration 29Q: 3 clusters Score -408099.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -408105.593750 Penalty: 2738.079102
	Iteration 30Q: 3 clusters Score -408105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -408111.500000 Penalty: 2738.079102
	Iteration 31Q: 3 clusters Score -408111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -408113.156250 Penalty: 2738.079102
	Iteration 32Q: 3 clusters Score -408113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -408116.406250 Penalty: 2738.079102
	Iteration 33Q: 3 clusters Score -408116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -408119.187500 Penalty: 2738.079102
	Iteration 34Q: 3 clusters Score -408119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -408121.375000 Penalty: 2738.079102
	Iteration 35Q: 3 clusters Score -408121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -408122.812500 Penalty: 2738.079102
	Iteration 36Q: 3 clusters Score -408122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -408122.781250 Penalty: 2738.079102
	Iteration 37Q: 3 clusters Score -408122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -408123.562500 Penalty: 2738.079102
	Iteration 38Q: 3 clusters Score -408123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -408124.375000 Penalty: 2738.079102
	Iteration 39Q: 3 clusters Score -408124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -408126.937500 Penalty: 2738.079102
	Iteration 40F: 3 clusters Score -408126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -408129.343750 Penalty: 2738.079102
	Iteration 41Q: 3 clusters Score -408129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -408128.906250 Penalty: 2738.079102
	Iteration 42Q: 3 clusters Score -408128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -408131.906250 Penalty: 2738.079102
	Iteration 43Q: 3 clusters Score -408131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -408133.093750 Penalty: 2738.079102
	Iteration 44Q: 3 clusters Score -408133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -408133.093750 Penalty: 2738.079102
	Iteration 45F: 3 clusters Score -408133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137820 members 
Entering Unmasked Estep 
Score: -11932566.000000 Penalty: 1922.976929
	Iteration 0F: 2 clusters Score -1.193257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -11839931.000000 Penalty: 3845.953857
	Iteration 0F: 3 clusters Score -1.183993e+07 nChanged 66291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -11879233.000000 Penalty: 3845.953857
	Iteration 1F: 3 clusters Score -1.187923e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -11880411.000000 Penalty: 3845.953857
	Iteration 2Q: 3 clusters Score -1.188041e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -11882480.000000 Penalty: 3845.953857
	Iteration 3Q: 3 clusters Score -1.188248e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -11885972.000000 Penalty: 3845.953857
	Iteration 4F: 3 clusters Score -1.188597e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -11892293.000000 Penalty: 3845.953857
	Iteration 5F: 3 clusters Score -1.189229e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -11901747.000000 Penalty: 3845.953857
	Iteration 6F: 3 clusters Score -1.190175e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -11912816.000000 Penalty: 3845.953857
	Iteration 7F: 3 clusters Score -1.191282e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 127283 members 
Entering Unmasked Estep 
Score: -11921473.000000 Penalty: 3845.953857
	Iteration 8F: 3 clusters Score -1.192147e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 132743 members 
Entering Unmasked Estep 
Score: -11926568.000000 Penalty: 3845.953857
	Iteration 9Q: 3 clusters Score -1.192657e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 135546 members 
Entering Unmasked Estep 
Score: -11929094.000000 Penalty: 3845.953857
	Iteration 10Q: 3 clusters Score -1.192909e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -11930145.000000 Penalty: 3845.953857
	Iteration 11Q: 3 clusters Score -1.193014e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 137230 members 
Entering Unmasked Estep 
Score: -11930561.000000 Penalty: 3845.953857
	Iteration 12Q: 3 clusters Score -1.193056e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 137413 members 
Entering Unmasked Estep 
Score: -11930697.000000 Penalty: 3845.953857
	Iteration 13Q: 3 clusters Score -1.19307e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 137486 members 
Entering Unmasked Estep 
Score: -11930772.000000 Penalty: 3845.953857
	Iteration 14Q: 3 clusters Score -1.193077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 137522 members 
Entering Unmasked Estep 
Score: -11930801.000000 Penalty: 3845.953857
	Iteration 15Q: 3 clusters Score -1.19308e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 137535 members 
Entering Unmasked Estep 
Score: -11930816.000000 Penalty: 3845.953857
	Iteration 16Q: 3 clusters Score -1.193082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 137546 members 
Entering Unmasked Estep 
Score: -11930835.000000 Penalty: 3845.953857
	Iteration 17Q: 3 clusters Score -1.193084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 137558 members 
Entering Unmasked Estep 
Score: -11930862.000000 Penalty: 3845.953857
	Iteration 18Q: 3 clusters Score -1.193086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 137567 members 
Entering Unmasked Estep 
Score: -11930865.000000 Penalty: 3845.953857
	Iteration 19Q: 3 clusters Score -1.193086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -11930881.000000 Penalty: 3845.953857
	Iteration 20F: 3 clusters Score -1.193088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -11930882.000000 Penalty: 3845.953857
	Iteration 21Q: 3 clusters Score -1.193088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -11930882.000000 Penalty: 3845.953857
	Iteration 22Q: 3 clusters Score -1.193088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -11930881.000000 Penalty: 3845.953857
	Iteration 23Q: 3 clusters Score -1.193088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -11930884.000000 Penalty: 3845.953857
	Iteration 24Q: 3 clusters Score -1.193088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -11930884.000000 Penalty: 3845.953857
	Iteration 25F: 3 clusters Score -1.193088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Entering Unmasked Estep 
Score: -1169154.375000 Penalty: 1541.487427
	Iteration 0F: 2 clusters Score -1169154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1159992.375000 Penalty: 3082.974854
	Iteration 0F: 3 clusters Score -1159992 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1163148.125000 Penalty: 3082.974854
	Iteration 1F: 3 clusters Score -1163148 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1163446.750000 Penalty: 3082.974854
	Iteration 2F: 3 clusters Score -1163447 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1163705.625000 Penalty: 3082.974854
	Iteration 3Q: 3 clusters Score -1163706 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1163949.000000 Penalty: 3082.974854
	Iteration 4Q: 3 clusters Score -1163949 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1164235.000000 Penalty: 3082.974854
	Iteration 5Q: 3 clusters Score -1164235 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1164543.000000 Penalty: 3082.974854
	Iteration 6Q: 3 clusters Score -1164543 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1164930.375000 Penalty: 3082.974854
	Iteration 7Q: 3 clusters Score -1164930 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1165394.750000 Penalty: 3082.974854
	Iteration 8Q: 3 clusters Score -1165395 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1165844.000000 Penalty: 3082.974854
	Iteration 9Q: 3 clusters Score -1165844 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1166233.000000 Penalty: 3082.974854
	Iteration 10Q: 3 clusters Score -1166233 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1166462.500000 Penalty: 3082.974854
	Iteration 11Q: 3 clusters Score -1166462 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1166596.625000 Penalty: 3082.974854
	Iteration 12Q: 3 clusters Score -1166597 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1166677.625000 Penalty: 3082.974854
	Iteration 13Q: 3 clusters Score -1166678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1166743.000000 Penalty: 3082.974854
	Iteration 14Q: 3 clusters Score -1166743 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1166817.750000 Penalty: 3082.974854
	Iteration 15Q: 3 clusters Score -1166818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1166885.125000 Penalty: 3082.974854
	Iteration 16Q: 3 clusters Score -1166885 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1166936.750000 Penalty: 3082.974854
	Iteration 17Q: 3 clusters Score -1166937 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1166980.125000 Penalty: 3082.974854
	Iteration 18Q: 3 clusters Score -1166980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1167015.125000 Penalty: 3082.974854
	Iteration 19Q: 3 clusters Score -1167015 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1167047.625000 Penalty: 3082.974854
	Iteration 20F: 3 clusters Score -1167048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1167077.250000 Penalty: 3082.974854
	Iteration 21Q: 3 clusters Score -1167077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1167102.500000 Penalty: 3082.974854
	Iteration 22Q: 3 clusters Score -1167102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1167129.625000 Penalty: 3082.974854
	Iteration 23Q: 3 clusters Score -1167130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1167148.000000 Penalty: 3082.974854
	Iteration 24Q: 3 clusters Score -1167148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1167162.500000 Penalty: 3082.974854
	Iteration 25Q: 3 clusters Score -1167162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1167170.875000 Penalty: 3082.974854
	Iteration 26Q: 3 clusters Score -1167171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1167183.625000 Penalty: 3082.974854
	Iteration 27Q: 3 clusters Score -1167184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1167192.625000 Penalty: 3082.974854
	Iteration 28Q: 3 clusters Score -1167193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1167198.125000 Penalty: 3082.974854
	Iteration 29Q: 3 clusters Score -1167198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1167208.625000 Penalty: 3082.974854
	Iteration 30Q: 3 clusters Score -1167209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1167213.250000 Penalty: 3082.974854
	Iteration 31Q: 3 clusters Score -1167213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1167221.500000 Penalty: 3082.974854
	Iteration 32Q: 3 clusters Score -1167222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1167232.500000 Penalty: 3082.974854
	Iteration 33Q: 3 clusters Score -1167232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1167240.750000 Penalty: 3082.974854
	Iteration 34Q: 3 clusters Score -1167241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1167248.125000 Penalty: 3082.974854
	Iteration 35Q: 3 clusters Score -1167248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1167259.750000 Penalty: 3082.974854
	Iteration 36Q: 3 clusters Score -1167260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1167264.250000 Penalty: 3082.974854
	Iteration 37Q: 3 clusters Score -1167264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1167267.250000 Penalty: 3082.974854
	Iteration 38Q: 3 clusters Score -1167267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1167275.375000 Penalty: 3082.974854
	Iteration 39Q: 3 clusters Score -1167275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1167278.125000 Penalty: 3082.974854
	Iteration 40F: 3 clusters Score -1167278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1167280.500000 Penalty: 3082.974854
	Iteration 41Q: 3 clusters Score -1167280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1167286.000000 Penalty: 3082.974854
	Iteration 42Q: 3 clusters Score -1167286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1167290.500000 Penalty: 3082.974854
	Iteration 43Q: 3 clusters Score -1167290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1167293.500000 Penalty: 3082.974854
	Iteration 44Q: 3 clusters Score -1167294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1167300.625000 Penalty: 3082.974854
	Iteration 45Q: 3 clusters Score -1167301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1167303.750000 Penalty: 3082.974854
	Iteration 46Q: 3 clusters Score -1167304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1167313.125000 Penalty: 3082.974854
	Iteration 47Q: 3 clusters Score -1167313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1167317.250000 Penalty: 3082.974854
	Iteration 48Q: 3 clusters Score -1167317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1167323.250000 Penalty: 3082.974854
	Iteration 49Q: 3 clusters Score -1167323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1167328.250000 Penalty: 3082.974854
	Iteration 50Q: 3 clusters Score -1167328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1167329.250000 Penalty: 3082.974854
	Iteration 51Q: 3 clusters Score -1167329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1167335.125000 Penalty: 3082.974854
	Iteration 52Q: 3 clusters Score -1167335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1167335.500000 Penalty: 3082.974854
	Iteration 53Q: 3 clusters Score -1167336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1167339.250000 Penalty: 3082.974854
	Iteration 54Q: 3 clusters Score -1167339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1167340.625000 Penalty: 3082.974854
	Iteration 55Q: 3 clusters Score -1167341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1167342.000000 Penalty: 3082.974854
	Iteration 56Q: 3 clusters Score -1167342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1167341.875000 Penalty: 3082.974854
	Iteration 57Q: 3 clusters Score -1167342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1167347.750000 Penalty: 3082.974854
	Iteration 58Q: 3 clusters Score -1167348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1167350.000000 Penalty: 3082.974854
	Iteration 59Q: 3 clusters Score -1167350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1167347.875000 Penalty: 3082.974854
	Iteration 60F: 3 clusters Score -1167348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1167348.875000 Penalty: 3082.974854
	Iteration 61Q: 3 clusters Score -1167349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1167349.375000 Penalty: 3082.974854
	Iteration 62Q: 3 clusters Score -1167349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1167352.875000 Penalty: 3082.974854
	Iteration 63Q: 3 clusters Score -1167353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1167357.500000 Penalty: 3082.974854
	Iteration 64Q: 3 clusters Score -1167358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1167359.375000 Penalty: 3082.974854
	Iteration 65Q: 3 clusters Score -1167359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1167358.625000 Penalty: 3082.974854
	Iteration 66Q: 3 clusters Score -1167359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1167360.875000 Penalty: 3082.974854
	Iteration 67Q: 3 clusters Score -1167361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1167366.750000 Penalty: 3082.974854
	Iteration 68Q: 3 clusters Score -1167367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1167368.500000 Penalty: 3082.974854
	Iteration 69Q: 3 clusters Score -1167368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1167366.625000 Penalty: 3082.974854
	Iteration 70Q: 3 clusters Score -1167367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1167372.250000 Penalty: 3082.974854
	Iteration 71Q: 3 clusters Score -1167372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1167373.750000 Penalty: 3082.974854
	Iteration 72Q: 3 clusters Score -1167374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1167375.500000 Penalty: 3082.974854
	Iteration 73Q: 3 clusters Score -1167376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1167376.000000 Penalty: 3082.974854
	Iteration 74Q: 3 clusters Score -1167376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1167375.750000 Penalty: 3082.974854
	Iteration 75Q: 3 clusters Score -1167376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1167376.875000 Penalty: 3082.974854
	Iteration 76Q: 3 clusters Score -1167377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1167376.375000 Penalty: 3082.974854
	Iteration 77Q: 3 clusters Score -1167376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1167379.250000 Penalty: 3082.974854
	Iteration 78Q: 3 clusters Score -1167379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1167379.250000 Penalty: 3082.974854
	Iteration 79Q: 3 clusters Score -1167379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1167378.625000 Penalty: 3082.974854
	Iteration 80F: 3 clusters Score -1167379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1167378.500000 Penalty: 3082.974854
	Iteration 81Q: 3 clusters Score -1167378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1167380.000000 Penalty: 3082.974854
	Iteration 82Q: 3 clusters Score -1167380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1167383.750000 Penalty: 3082.974854
	Iteration 83Q: 3 clusters Score -1167384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1167384.375000 Penalty: 3082.974854
	Iteration 84Q: 3 clusters Score -1167384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1167385.000000 Penalty: 3082.974854
	Iteration 85Q: 3 clusters Score -1167385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1167385.625000 Penalty: 3082.974854
	Iteration 86Q: 3 clusters Score -1167386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1167384.625000 Penalty: 3082.974854
	Iteration 87Q: 3 clusters Score -1167385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1167390.250000 Penalty: 3082.974854
	Iteration 88Q: 3 clusters Score -1167390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1167394.250000 Penalty: 3082.974854
	Iteration 89Q: 3 clusters Score -1167394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1167398.250000 Penalty: 3082.974854
	Iteration 90Q: 3 clusters Score -1167398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1167402.125000 Penalty: 3082.974854
	Iteration 91Q: 3 clusters Score -1167402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1167408.125000 Penalty: 3082.974854
	Iteration 92Q: 3 clusters Score -1167408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1167408.500000 Penalty: 3082.974854
	Iteration 93Q: 3 clusters Score -1167408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1167412.500000 Penalty: 3082.974854
	Iteration 94Q: 3 clusters Score -1167412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1167418.000000 Penalty: 3082.974854
	Iteration 95Q: 3 clusters Score -1167418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1167422.500000 Penalty: 3082.974854
	Iteration 96Q: 3 clusters Score -1167422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1167428.625000 Penalty: 3082.974854
	Iteration 97Q: 3 clusters Score -1167429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1167431.375000 Penalty: 3082.974854
	Iteration 98Q: 3 clusters Score -1167431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1167432.125000 Penalty: 3082.974854
	Iteration 99Q: 3 clusters Score -1167432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1167438.375000 Penalty: 3082.974854
	Iteration 100F: 3 clusters Score -1167438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1167442.750000 Penalty: 3082.974854
	Iteration 101Q: 3 clusters Score -1167443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1167443.125000 Penalty: 3082.974854
	Iteration 102Q: 3 clusters Score -1167443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1167451.875000 Penalty: 3082.974854
	Iteration 103Q: 3 clusters Score -1167452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1167455.375000 Penalty: 3082.974854
	Iteration 104Q: 3 clusters Score -1167455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1167458.250000 Penalty: 3082.974854
	Iteration 105Q: 3 clusters Score -1167458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1167458.375000 Penalty: 3082.974854
	Iteration 106Q: 3 clusters Score -1167458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1167468.500000 Penalty: 3082.974854
	Iteration 107Q: 3 clusters Score -1167468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1167471.375000 Penalty: 3082.974854
	Iteration 108Q: 3 clusters Score -1167471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1167474.250000 Penalty: 3082.974854
	Iteration 109Q: 3 clusters Score -1167474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1167481.000000 Penalty: 3082.974854
	Iteration 110Q: 3 clusters Score -1167481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1167485.000000 Penalty: 3082.974854
	Iteration 111Q: 3 clusters Score -1167485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1167489.500000 Penalty: 3082.974854
	Iteration 112Q: 3 clusters Score -1167490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1167492.750000 Penalty: 3082.974854
	Iteration 113Q: 3 clusters Score -1167493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1167498.250000 Penalty: 3082.974854
	Iteration 114Q: 3 clusters Score -1167498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1167502.375000 Penalty: 3082.974854
	Iteration 115Q: 3 clusters Score -1167502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1167507.500000 Penalty: 3082.974854
	Iteration 116Q: 3 clusters Score -1167508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1167509.750000 Penalty: 3082.974854
	Iteration 117Q: 3 clusters Score -1167510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1167516.500000 Penalty: 3082.974854
	Iteration 118Q: 3 clusters Score -1167516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1167519.250000 Penalty: 3082.974854
	Iteration 119Q: 3 clusters Score -1167519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1167523.625000 Penalty: 3082.974854
	Iteration 120F: 3 clusters Score -1167524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1167531.750000 Penalty: 3082.974854
	Iteration 121Q: 3 clusters Score -1167532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1167534.500000 Penalty: 3082.974854
	Iteration 122Q: 3 clusters Score -1167534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1167537.625000 Penalty: 3082.974854
	Iteration 123Q: 3 clusters Score -1167538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1167543.875000 Penalty: 3082.974854
	Iteration 124Q: 3 clusters Score -1167544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1167547.750000 Penalty: 3082.974854
	Iteration 125Q: 3 clusters Score -1167548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1167558.375000 Penalty: 3082.974854
	Iteration 126Q: 3 clusters Score -1167558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1167566.250000 Penalty: 3082.974854
	Iteration 127Q: 3 clusters Score -1167566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1167573.500000 Penalty: 3082.974854
	Iteration 128Q: 3 clusters Score -1167574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1167578.750000 Penalty: 3082.974854
	Iteration 129Q: 3 clusters Score -1167579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1167582.625000 Penalty: 3082.974854
	Iteration 130Q: 3 clusters Score -1167583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1167592.500000 Penalty: 3082.974854
	Iteration 131Q: 3 clusters Score -1167592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1167605.625000 Penalty: 3082.974854
	Iteration 132Q: 3 clusters Score -1167606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1167615.000000 Penalty: 3082.974854
	Iteration 133Q: 3 clusters Score -1167615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1167622.875000 Penalty: 3082.974854
	Iteration 134Q: 3 clusters Score -1167623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1167633.125000 Penalty: 3082.974854
	Iteration 135Q: 3 clusters Score -1167633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1167646.625000 Penalty: 3082.974854
	Iteration 136Q: 3 clusters Score -1167647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1167654.500000 Penalty: 3082.974854
	Iteration 137Q: 3 clusters Score -1167654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1167663.375000 Penalty: 3082.974854
	Iteration 138Q: 3 clusters Score -1167663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1167672.875000 Penalty: 3082.974854
	Iteration 139Q: 3 clusters Score -1167673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1167680.625000 Penalty: 3082.974854
	Iteration 140F: 3 clusters Score -1167681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1167688.500000 Penalty: 3082.974854
	Iteration 141Q: 3 clusters Score -1167688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1167694.500000 Penalty: 3082.974854
	Iteration 142Q: 3 clusters Score -1167694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1167709.875000 Penalty: 3082.974854
	Iteration 143Q: 3 clusters Score -1167710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1167728.750000 Penalty: 3082.974854
	Iteration 144Q: 3 clusters Score -1167729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1167739.375000 Penalty: 3082.974854
	Iteration 145Q: 3 clusters Score -1167739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1167748.250000 Penalty: 3082.974854
	Iteration 146Q: 3 clusters Score -1167748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1167755.750000 Penalty: 3082.974854
	Iteration 147Q: 3 clusters Score -1167756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1167762.875000 Penalty: 3082.974854
	Iteration 148Q: 3 clusters Score -1167763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1167771.000000 Penalty: 3082.974854
	Iteration 149Q: 3 clusters Score -1167771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1167773.875000 Penalty: 3082.974854
	Iteration 150Q: 3 clusters Score -1167774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1167785.000000 Penalty: 3082.974854
	Iteration 151Q: 3 clusters Score -1167785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1167788.875000 Penalty: 3082.974854
	Iteration 152Q: 3 clusters Score -1167789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1167794.375000 Penalty: 3082.974854
	Iteration 153Q: 3 clusters Score -1167794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1167798.375000 Penalty: 3082.974854
	Iteration 154Q: 3 clusters Score -1167798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1167801.375000 Penalty: 3082.974854
	Iteration 155Q: 3 clusters Score -1167801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1167803.125000 Penalty: 3082.974854
	Iteration 156Q: 3 clusters Score -1167803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1167808.375000 Penalty: 3082.974854
	Iteration 157Q: 3 clusters Score -1167808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1167811.875000 Penalty: 3082.974854
	Iteration 158Q: 3 clusters Score -1167812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1167814.875000 Penalty: 3082.974854
	Iteration 159Q: 3 clusters Score -1167815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1167814.750000 Penalty: 3082.974854
	Iteration 160F: 3 clusters Score -1167815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -683240.187500 Penalty: 1452.894775
	Iteration 0F: 2 clusters Score -683240.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -677642.375000 Penalty: 2905.789551
	Iteration 0F: 3 clusters Score -677642.4 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -679254.812500 Penalty: 2905.789551
	Iteration 1F: 3 clusters Score -679254.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -679434.562500 Penalty: 2905.789551
	Iteration 2F: 3 clusters Score -679434.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -679552.375000 Penalty: 2905.789551
	Iteration 3Q: 3 clusters Score -679552.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -679651.187500 Penalty: 2905.789551
	Iteration 4Q: 3 clusters Score -679651.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -679730.187500 Penalty: 2905.789551
	Iteration 5Q: 3 clusters Score -679730.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -679801.437500 Penalty: 2905.789551
	Iteration 6Q: 3 clusters Score -679801.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -679875.875000 Penalty: 2905.789551
	Iteration 7Q: 3 clusters Score -679875.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -679959.250000 Penalty: 2905.789551
	Iteration 8Q: 3 clusters Score -679959.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -680052.062500 Penalty: 2905.789551
	Iteration 9Q: 3 clusters Score -680052.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -680164.000000 Penalty: 2905.789551
	Iteration 10Q: 3 clusters Score -680164 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -680318.812500 Penalty: 2905.789551
	Iteration 11Q: 3 clusters Score -680318.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -680525.500000 Penalty: 2905.789551
	Iteration 12Q: 3 clusters Score -680525.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -680766.750000 Penalty: 2905.789551
	Iteration 13Q: 3 clusters Score -680766.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -681009.312500 Penalty: 2905.789551
	Iteration 14Q: 3 clusters Score -681009.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -681227.750000 Penalty: 2905.789551
	Iteration 15Q: 3 clusters Score -681227.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -681439.375000 Penalty: 2905.789551
	Iteration 16Q: 3 clusters Score -681439.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -681592.375000 Penalty: 2905.789551
	Iteration 17Q: 3 clusters Score -681592.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -681699.625000 Penalty: 2905.789551
	Iteration 18Q: 3 clusters Score -681699.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -681769.625000 Penalty: 2905.789551
	Iteration 19Q: 3 clusters Score -681769.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -681832.187500 Penalty: 2905.789551
	Iteration 20F: 3 clusters Score -681832.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -681864.250000 Penalty: 2905.789551
	Iteration 21Q: 3 clusters Score -681864.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -681882.937500 Penalty: 2905.789551
	Iteration 22Q: 3 clusters Score -681882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -681898.937500 Penalty: 2905.789551
	Iteration 23Q: 3 clusters Score -681898.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -681910.562500 Penalty: 2905.789551
	Iteration 24Q: 3 clusters Score -681910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -681916.687500 Penalty: 2905.789551
	Iteration 25Q: 3 clusters Score -681916.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -681926.000000 Penalty: 2905.789551
	Iteration 26Q: 3 clusters Score -681926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -681929.562500 Penalty: 2905.789551
	Iteration 27Q: 3 clusters Score -681929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -681935.812500 Penalty: 2905.789551
	Iteration 28Q: 3 clusters Score -681935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -681939.250000 Penalty: 2905.789551
	Iteration 29Q: 3 clusters Score -681939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -681940.625000 Penalty: 2905.789551
	Iteration 30Q: 3 clusters Score -681940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -681941.437500 Penalty: 2905.789551
	Iteration 31Q: 3 clusters Score -681941.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -681941.437500 Penalty: 2905.789551
	Iteration 32F: 3 clusters Score -681941.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -243915.625000 Penalty: 1288.014282
	Iteration 0F: 2 clusters Score -243915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -241336.125000 Penalty: 2576.028564
	Iteration 0F: 3 clusters Score -241336.1 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -241942.531250 Penalty: 2576.028564
	Iteration 1F: 3 clusters Score -241942.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -242054.406250 Penalty: 2576.028564
	Iteration 2F: 3 clusters Score -242054.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -242126.125000 Penalty: 2576.028564
	Iteration 3Q: 3 clusters Score -242126.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -242182.718750 Penalty: 2576.028564
	Iteration 4Q: 3 clusters Score -242182.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -242227.609375 Penalty: 2576.028564
	Iteration 5Q: 3 clusters Score -242227.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -242273.796875 Penalty: 2576.028564
	Iteration 6Q: 3 clusters Score -242273.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -242342.265625 Penalty: 2576.028564
	Iteration 7Q: 3 clusters Score -242342.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -242389.250000 Penalty: 2576.028564
	Iteration 8Q: 3 clusters Score -242389.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -242432.796875 Penalty: 2576.028564
	Iteration 9Q: 3 clusters Score -242432.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -242477.062500 Penalty: 2576.028564
	Iteration 10Q: 3 clusters Score -242477.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -242521.531250 Penalty: 2576.028564
	Iteration 11Q: 3 clusters Score -242521.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -242571.390625 Penalty: 2576.028564
	Iteration 12Q: 3 clusters Score -242571.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -242623.718750 Penalty: 2576.028564
	Iteration 13Q: 3 clusters Score -242623.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -242677.093750 Penalty: 2576.028564
	Iteration 14Q: 3 clusters Score -242677.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -242717.390625 Penalty: 2576.028564
	Iteration 15Q: 3 clusters Score -242717.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -242761.703125 Penalty: 2576.028564
	Iteration 16Q: 3 clusters Score -242761.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -242824.234375 Penalty: 2576.028564
	Iteration 17Q: 3 clusters Score -242824.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -242895.843750 Penalty: 2576.028564
	Iteration 18Q: 3 clusters Score -242895.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -242941.687500 Penalty: 2576.028564
	Iteration 19Q: 3 clusters Score -242941.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -242974.203125 Penalty: 2576.028564
	Iteration 20F: 3 clusters Score -242974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -242995.703125 Penalty: 2576.028564
	Iteration 21Q: 3 clusters Score -242995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -243004.796875 Penalty: 2576.028564
	Iteration 22Q: 3 clusters Score -243004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -243013.218750 Penalty: 2576.028564
	Iteration 23Q: 3 clusters Score -243013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -243014.546875 Penalty: 2576.028564
	Iteration 24Q: 3 clusters Score -243014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -243016.218750 Penalty: 2576.028564
	Iteration 25Q: 3 clusters Score -243016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -243017.281250 Penalty: 2576.028564
	Iteration 26Q: 3 clusters Score -243017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -243017.421875 Penalty: 2576.028564
	Iteration 27Q: 3 clusters Score -243017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -243019.359375 Penalty: 2576.028564
	Iteration 28Q: 3 clusters Score -243019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -243020.000000 Penalty: 2576.028564
	Iteration 29Q: 3 clusters Score -243020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -243020.062500 Penalty: 2576.028564
	Iteration 30Q: 3 clusters Score -243020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -243020.812500 Penalty: 2576.028564
	Iteration 31Q: 3 clusters Score -243020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -243021.218750 Penalty: 2576.028564
	Iteration 32Q: 3 clusters Score -243021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -243021.218750 Penalty: 2576.028564
	Iteration 33F: 3 clusters Score -243021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -178727.421875 Penalty: 1239.396851
	Iteration 0F: 2 clusters Score -178727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -176575.640625 Penalty: 2478.793701
	Iteration 0F: 3 clusters Score -176575.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -177047.359375 Penalty: 2478.793701
	Iteration 1F: 3 clusters Score -177047.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -177139.890625 Penalty: 2478.793701
	Iteration 2F: 3 clusters Score -177139.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -177183.750000 Penalty: 2478.793701
	Iteration 3Q: 3 clusters Score -177183.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -177214.234375 Penalty: 2478.793701
	Iteration 4Q: 3 clusters Score -177214.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -177235.671875 Penalty: 2478.793701
	Iteration 5Q: 3 clusters Score -177235.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -177248.546875 Penalty: 2478.793701
	Iteration 6Q: 3 clusters Score -177248.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -177257.859375 Penalty: 2478.793701
	Iteration 7Q: 3 clusters Score -177257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -177263.515625 Penalty: 2478.793701
	Iteration 8Q: 3 clusters Score -177263.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -177273.437500 Penalty: 2478.793701
	Iteration 9Q: 3 clusters Score -177273.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -177283.000000 Penalty: 2478.793701
	Iteration 10Q: 3 clusters Score -177283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -177289.468750 Penalty: 2478.793701
	Iteration 11Q: 3 clusters Score -177289.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -177292.156250 Penalty: 2478.793701
	Iteration 12Q: 3 clusters Score -177292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -177294.484375 Penalty: 2478.793701
	Iteration 13Q: 3 clusters Score -177294.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -177297.546875 Penalty: 2478.793701
	Iteration 14Q: 3 clusters Score -177297.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -177302.250000 Penalty: 2478.793701
	Iteration 15Q: 3 clusters Score -177302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -177305.828125 Penalty: 2478.793701
	Iteration 16Q: 3 clusters Score -177305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -177308.468750 Penalty: 2478.793701
	Iteration 17Q: 3 clusters Score -177308.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -177309.437500 Penalty: 2478.793701
	Iteration 18Q: 3 clusters Score -177309.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -177309.437500 Penalty: 2478.793701
	Iteration 19F: 3 clusters Score -177309.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -11054.384766 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -11054.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10408.691406 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -10408.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10513.458984 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -10513.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10630.083008 Penalty: 1663.348022
	Iteration 2F: 3 clusters Score -10630.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10663.553711 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -10663.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10680.398438 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -10680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10684.405273 Penalty: 1663.348022
	Iteration 5Q: 3 clusters Score -10684.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10684.405273 Penalty: 1663.348022
	Iteration 6F: 3 clusters Score -10684.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -722772.437500 Penalty: 1460.987305
	Iteration 0F: 2 clusters Score -722772.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -716819.812500 Penalty: 2921.974609
	Iteration 0F: 3 clusters Score -716819.8 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -718619.812500 Penalty: 2921.974609
	Iteration 1F: 3 clusters Score -718619.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -718816.625000 Penalty: 2921.974609
	Iteration 2F: 3 clusters Score -718816.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -718941.687500 Penalty: 2921.974609
	Iteration 3Q: 3 clusters Score -718941.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -719028.062500 Penalty: 2921.974609
	Iteration 4Q: 3 clusters Score -719028.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -719085.812500 Penalty: 2921.974609
	Iteration 5Q: 3 clusters Score -719085.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -719129.187500 Penalty: 2921.974609
	Iteration 6Q: 3 clusters Score -719129.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -719166.312500 Penalty: 2921.974609
	Iteration 7Q: 3 clusters Score -719166.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -719198.187500 Penalty: 2921.974609
	Iteration 8Q: 3 clusters Score -719198.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -719229.375000 Penalty: 2921.974609
	Iteration 9Q: 3 clusters Score -719229.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -719258.937500 Penalty: 2921.974609
	Iteration 10Q: 3 clusters Score -719258.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -719287.062500 Penalty: 2921.974609
	Iteration 11Q: 3 clusters Score -719287.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -719310.062500 Penalty: 2921.974609
	Iteration 12Q: 3 clusters Score -719310.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -719336.437500 Penalty: 2921.974609
	Iteration 13Q: 3 clusters Score -719336.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -719365.687500 Penalty: 2921.974609
	Iteration 14Q: 3 clusters Score -719365.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -719394.687500 Penalty: 2921.974609
	Iteration 15Q: 3 clusters Score -719394.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -719434.625000 Penalty: 2921.974609
	Iteration 16Q: 3 clusters Score -719434.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -719484.125000 Penalty: 2921.974609
	Iteration 17Q: 3 clusters Score -719484.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -719554.750000 Penalty: 2921.974609
	Iteration 18Q: 3 clusters Score -719554.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -719653.500000 Penalty: 2921.974609
	Iteration 19Q: 3 clusters Score -719653.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -719783.750000 Penalty: 2921.974609
	Iteration 20F: 3 clusters Score -719783.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -719938.312500 Penalty: 2921.974609
	Iteration 21Q: 3 clusters Score -719938.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -720132.812500 Penalty: 2921.974609
	Iteration 22Q: 3 clusters Score -720132.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -720375.375000 Penalty: 2921.974609
	Iteration 23Q: 3 clusters Score -720375.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -720627.812500 Penalty: 2921.974609
	Iteration 24Q: 3 clusters Score -720627.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -720896.312500 Penalty: 2921.974609
	Iteration 25Q: 3 clusters Score -720896.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -721094.375000 Penalty: 2921.974609
	Iteration 26Q: 3 clusters Score -721094.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -721249.562500 Penalty: 2921.974609
	Iteration 27Q: 3 clusters Score -721249.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -721344.250000 Penalty: 2921.974609
	Iteration 28Q: 3 clusters Score -721344.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -721409.000000 Penalty: 2921.974609
	Iteration 29Q: 3 clusters Score -721409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -721440.875000 Penalty: 2921.974609
	Iteration 30Q: 3 clusters Score -721440.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -721461.750000 Penalty: 2921.974609
	Iteration 31Q: 3 clusters Score -721461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -721470.562500 Penalty: 2921.974609
	Iteration 32Q: 3 clusters Score -721470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -721478.125000 Penalty: 2921.974609
	Iteration 33Q: 3 clusters Score -721478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -721481.500000 Penalty: 2921.974609
	Iteration 34Q: 3 clusters Score -721481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -721484.875000 Penalty: 2921.974609
	Iteration 35Q: 3 clusters Score -721484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -721488.562500 Penalty: 2921.974609
	Iteration 36Q: 3 clusters Score -721488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -721495.625000 Penalty: 2921.974609
	Iteration 37Q: 3 clusters Score -721495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -721501.812500 Penalty: 2921.974609
	Iteration 38Q: 3 clusters Score -721501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -721508.625000 Penalty: 2921.974609
	Iteration 39Q: 3 clusters Score -721508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -721512.437500 Penalty: 2921.974609
	Iteration 40F: 3 clusters Score -721512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -721514.125000 Penalty: 2921.974609
	Iteration 41Q: 3 clusters Score -721514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -721515.750000 Penalty: 2921.974609
	Iteration 42Q: 3 clusters Score -721515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -721517.875000 Penalty: 2921.974609
	Iteration 43Q: 3 clusters Score -721517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -721517.875000 Penalty: 2921.974609
	Iteration 44F: 3 clusters Score -721517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Entering Unmasked Estep 
Score: -1377540.125000 Penalty: 1564.859619
	Iteration 0F: 2 clusters Score -1377540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1366989.500000 Penalty: 3129.719238
	Iteration 0F: 3 clusters Score -1366990 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1370700.000000 Penalty: 3129.719238
	Iteration 1F: 3 clusters Score -1370700 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1371067.500000 Penalty: 3129.719238
	Iteration 2F: 3 clusters Score -1371068 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1371465.125000 Penalty: 3129.719238
	Iteration 3F: 3 clusters Score -1371465 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1371967.625000 Penalty: 3129.719238
	Iteration 4F: 3 clusters Score -1371968 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1372618.750000 Penalty: 3129.719238
	Iteration 5F: 3 clusters Score -1372619 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1373399.250000 Penalty: 3129.719238
	Iteration 6F: 3 clusters Score -1373399 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1374219.500000 Penalty: 3129.719238
	Iteration 7F: 3 clusters Score -1374220 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1374910.250000 Penalty: 3129.719238
	Iteration 8F: 3 clusters Score -1374910 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1375376.500000 Penalty: 3129.719238
	Iteration 9Q: 3 clusters Score -1375376 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1375695.125000 Penalty: 3129.719238
	Iteration 10Q: 3 clusters Score -1375695 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1375877.500000 Penalty: 3129.719238
	Iteration 11Q: 3 clusters Score -1375878 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1375989.250000 Penalty: 3129.719238
	Iteration 12Q: 3 clusters Score -1375989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1376048.000000 Penalty: 3129.719238
	Iteration 13Q: 3 clusters Score -1376048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1376092.625000 Penalty: 3129.719238
	Iteration 14Q: 3 clusters Score -1376093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1376119.375000 Penalty: 3129.719238
	Iteration 15Q: 3 clusters Score -1376119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1376134.750000 Penalty: 3129.719238
	Iteration 16Q: 3 clusters Score -1376135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1376150.875000 Penalty: 3129.719238
	Iteration 17Q: 3 clusters Score -1376151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1376162.375000 Penalty: 3129.719238
	Iteration 18Q: 3 clusters Score -1376162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1376171.875000 Penalty: 3129.719238
	Iteration 19Q: 3 clusters Score -1376172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1376184.750000 Penalty: 3129.719238
	Iteration 20F: 3 clusters Score -1376185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1376196.375000 Penalty: 3129.719238
	Iteration 21Q: 3 clusters Score -1376196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1376200.250000 Penalty: 3129.719238
	Iteration 22Q: 3 clusters Score -1376200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1376199.000000 Penalty: 3129.719238
	Iteration 23Q: 3 clusters Score -1376199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1376202.500000 Penalty: 3129.719238
	Iteration 24Q: 3 clusters Score -1376202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1376202.000000 Penalty: 3129.719238
	Iteration 25Q: 3 clusters Score -1376202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1376202.500000 Penalty: 3129.719238
	Iteration 26Q: 3 clusters Score -1376202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1376202.875000 Penalty: 3129.719238
	Iteration 27Q: 3 clusters Score -1376203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1376202.875000 Penalty: 3129.719238
	Iteration 28F: 3 clusters Score -1376203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -433827.906250 Penalty: 1382.410767
	Iteration 0F: 2 clusters Score -433827.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -429854.562500 Penalty: 2764.821533
	Iteration 0F: 3 clusters Score -429854.6 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -430992.281250 Penalty: 2764.821533
	Iteration 1F: 3 clusters Score -430992.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -431198.000000 Penalty: 2764.821533
	Iteration 2F: 3 clusters Score -431198 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -431384.156250 Penalty: 2764.821533
	Iteration 3F: 3 clusters Score -431384.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -431548.125000 Penalty: 2764.821533
	Iteration 4Q: 3 clusters Score -431548.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -431720.156250 Penalty: 2764.821533
	Iteration 5Q: 3 clusters Score -431720.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -431883.781250 Penalty: 2764.821533
	Iteration 6Q: 3 clusters Score -431883.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -432042.000000 Penalty: 2764.821533
	Iteration 7Q: 3 clusters Score -432042 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -432182.937500 Penalty: 2764.821533
	Iteration 8Q: 3 clusters Score -432182.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -432323.187500 Penalty: 2764.821533
	Iteration 9Q: 3 clusters Score -432323.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -432452.875000 Penalty: 2764.821533
	Iteration 10Q: 3 clusters Score -432452.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -432572.781250 Penalty: 2764.821533
	Iteration 11Q: 3 clusters Score -432572.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -432683.343750 Penalty: 2764.821533
	Iteration 12Q: 3 clusters Score -432683.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -432764.250000 Penalty: 2764.821533
	Iteration 13Q: 3 clusters Score -432764.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -432815.718750 Penalty: 2764.821533
	Iteration 14Q: 3 clusters Score -432815.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -432852.687500 Penalty: 2764.821533
	Iteration 15Q: 3 clusters Score -432852.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -432878.906250 Penalty: 2764.821533
	Iteration 16Q: 3 clusters Score -432878.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -432894.593750 Penalty: 2764.821533
	Iteration 17Q: 3 clusters Score -432894.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -432910.468750 Penalty: 2764.821533
	Iteration 18Q: 3 clusters Score -432910.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -432923.937500 Penalty: 2764.821533
	Iteration 19Q: 3 clusters Score -432923.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -432935.468750 Penalty: 2764.821533
	Iteration 20F: 3 clusters Score -432935.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -432948.375000 Penalty: 2764.821533
	Iteration 21Q: 3 clusters Score -432948.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -432956.406250 Penalty: 2764.821533
	Iteration 22Q: 3 clusters Score -432956.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -432962.343750 Penalty: 2764.821533
	Iteration 23Q: 3 clusters Score -432962.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -432969.906250 Penalty: 2764.821533
	Iteration 24Q: 3 clusters Score -432969.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -432975.968750 Penalty: 2764.821533
	Iteration 25Q: 3 clusters Score -432976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -432982.625000 Penalty: 2764.821533
	Iteration 26Q: 3 clusters Score -432982.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -432992.843750 Penalty: 2764.821533
	Iteration 27Q: 3 clusters Score -432992.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -433000.187500 Penalty: 2764.821533
	Iteration 28Q: 3 clusters Score -433000.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -433008.968750 Penalty: 2764.821533
	Iteration 29Q: 3 clusters Score -433009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -433022.125000 Penalty: 2764.821533
	Iteration 30Q: 3 clusters Score -433022.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -433037.437500 Penalty: 2764.821533
	Iteration 31Q: 3 clusters Score -433037.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -433060.312500 Penalty: 2764.821533
	Iteration 32Q: 3 clusters Score -433060.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -433094.250000 Penalty: 2764.821533
	Iteration 33Q: 3 clusters Score -433094.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -433131.781250 Penalty: 2764.821533
	Iteration 34Q: 3 clusters Score -433131.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -433150.125000 Penalty: 2764.821533
	Iteration 35Q: 3 clusters Score -433150.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -433163.687500 Penalty: 2764.821533
	Iteration 36Q: 3 clusters Score -433163.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -433178.593750 Penalty: 2764.821533
	Iteration 37Q: 3 clusters Score -433178.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -433190.406250 Penalty: 2764.821533
	Iteration 38Q: 3 clusters Score -433190.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -433201.156250 Penalty: 2764.821533
	Iteration 39Q: 3 clusters Score -433201.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -433204.625000 Penalty: 2764.821533
	Iteration 40F: 3 clusters Score -433204.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -433208.750000 Penalty: 2764.821533
	Iteration 41Q: 3 clusters Score -433208.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -433211.218750 Penalty: 2764.821533
	Iteration 42Q: 3 clusters Score -433211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -433212.718750 Penalty: 2764.821533
	Iteration 43Q: 3 clusters Score -433212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -433213.062500 Penalty: 2764.821533
	Iteration 44Q: 3 clusters Score -433213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -433213.062500 Penalty: 2764.821533
	Iteration 45F: 3 clusters Score -433213.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Entering Unmasked Estep 
Score: -807493.125000 Penalty: 1487.040039
	Iteration 0F: 2 clusters Score -807493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -800723.625000 Penalty: 2974.080078
	Iteration 0F: 3 clusters Score -800723.6 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -802944.312500 Penalty: 2974.080078
	Iteration 1F: 3 clusters Score -802944.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -803186.375000 Penalty: 2974.080078
	Iteration 2F: 3 clusters Score -803186.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -803372.687500 Penalty: 2974.080078
	Iteration 3Q: 3 clusters Score -803372.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -803540.500000 Penalty: 2974.080078
	Iteration 4Q: 3 clusters Score -803540.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -803693.375000 Penalty: 2974.080078
	Iteration 5Q: 3 clusters Score -803693.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -803876.875000 Penalty: 2974.080078
	Iteration 6Q: 3 clusters Score -803876.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -804075.375000 Penalty: 2974.080078
	Iteration 7Q: 3 clusters Score -804075.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -804303.500000 Penalty: 2974.080078
	Iteration 8Q: 3 clusters Score -804303.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -804542.562500 Penalty: 2974.080078
	Iteration 9Q: 3 clusters Score -804542.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -804837.250000 Penalty: 2974.080078
	Iteration 10Q: 3 clusters Score -804837.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -805141.750000 Penalty: 2974.080078
	Iteration 11Q: 3 clusters Score -805141.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -805421.750000 Penalty: 2974.080078
	Iteration 12Q: 3 clusters Score -805421.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -805657.187500 Penalty: 2974.080078
	Iteration 13Q: 3 clusters Score -805657.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -805829.375000 Penalty: 2974.080078
	Iteration 14Q: 3 clusters Score -805829.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -805944.375000 Penalty: 2974.080078
	Iteration 15Q: 3 clusters Score -805944.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -806024.437500 Penalty: 2974.080078
	Iteration 16Q: 3 clusters Score -806024.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -806053.187500 Penalty: 2974.080078
	Iteration 17Q: 3 clusters Score -806053.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -806079.062500 Penalty: 2974.080078
	Iteration 18Q: 3 clusters Score -806079.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -806104.000000 Penalty: 2974.080078
	Iteration 19Q: 3 clusters Score -806104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -806122.125000 Penalty: 2974.080078
	Iteration 20F: 3 clusters Score -806122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -806135.000000 Penalty: 2974.080078
	Iteration 21Q: 3 clusters Score -806135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -806143.625000 Penalty: 2974.080078
	Iteration 22Q: 3 clusters Score -806143.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -806149.312500 Penalty: 2974.080078
	Iteration 23Q: 3 clusters Score -806149.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -806157.437500 Penalty: 2974.080078
	Iteration 24Q: 3 clusters Score -806157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -806167.125000 Penalty: 2974.080078
	Iteration 25Q: 3 clusters Score -806167.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -806169.187500 Penalty: 2974.080078
	Iteration 26Q: 3 clusters Score -806169.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -806170.375000 Penalty: 2974.080078
	Iteration 27Q: 3 clusters Score -806170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -806171.312500 Penalty: 2974.080078
	Iteration 28Q: 3 clusters Score -806171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -806173.000000 Penalty: 2974.080078
	Iteration 29Q: 3 clusters Score -806173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -806173.000000 Penalty: 2974.080078
	Iteration 30F: 3 clusters Score -806173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Entering Unmasked Estep 
Score: -315452.375000 Penalty: 1324.357300
	Iteration 0F: 2 clusters Score -315452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -312406.281250 Penalty: 2648.714600
	Iteration 0F: 3 clusters Score -312406.3 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -313183.218750 Penalty: 2648.714600
	Iteration 1F: 3 clusters Score -313183.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -313312.937500 Penalty: 2648.714600
	Iteration 2F: 3 clusters Score -313312.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -313392.625000 Penalty: 2648.714600
	Iteration 3Q: 3 clusters Score -313392.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -313451.406250 Penalty: 2648.714600
	Iteration 4Q: 3 clusters Score -313451.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -313493.500000 Penalty: 2648.714600
	Iteration 5Q: 3 clusters Score -313493.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -313534.843750 Penalty: 2648.714600
	Iteration 6Q: 3 clusters Score -313534.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -313573.500000 Penalty: 2648.714600
	Iteration 7Q: 3 clusters Score -313573.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -313613.937500 Penalty: 2648.714600
	Iteration 8Q: 3 clusters Score -313613.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -313648.843750 Penalty: 2648.714600
	Iteration 9Q: 3 clusters Score -313648.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -313677.125000 Penalty: 2648.714600
	Iteration 10Q: 3 clusters Score -313677.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -313697.343750 Penalty: 2648.714600
	Iteration 11Q: 3 clusters Score -313697.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -313724.062500 Penalty: 2648.714600
	Iteration 12Q: 3 clusters Score -313724.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -313749.718750 Penalty: 2648.714600
	Iteration 13Q: 3 clusters Score -313749.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -313781.625000 Penalty: 2648.714600
	Iteration 14Q: 3 clusters Score -313781.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -313813.781250 Penalty: 2648.714600
	Iteration 15Q: 3 clusters Score -313813.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -313857.000000 Penalty: 2648.714600
	Iteration 16Q: 3 clusters Score -313857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -313888.875000 Penalty: 2648.714600
	Iteration 17Q: 3 clusters Score -313888.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -313927.312500 Penalty: 2648.714600
	Iteration 18Q: 3 clusters Score -313927.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -313968.687500 Penalty: 2648.714600
	Iteration 19Q: 3 clusters Score -313968.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -314014.781250 Penalty: 2648.714600
	Iteration 20F: 3 clusters Score -314014.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -314052.843750 Penalty: 2648.714600
	Iteration 21Q: 3 clusters Score -314052.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -314084.812500 Penalty: 2648.714600
	Iteration 22Q: 3 clusters Score -314084.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -314118.406250 Penalty: 2648.714600
	Iteration 23Q: 3 clusters Score -314118.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -314149.875000 Penalty: 2648.714600
	Iteration 24Q: 3 clusters Score -314149.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -314178.031250 Penalty: 2648.714600
	Iteration 25Q: 3 clusters Score -314178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -314194.343750 Penalty: 2648.714600
	Iteration 26Q: 3 clusters Score -314194.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -314209.687500 Penalty: 2648.714600
	Iteration 27Q: 3 clusters Score -314209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -314217.062500 Penalty: 2648.714600
	Iteration 28Q: 3 clusters Score -314217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -314222.343750 Penalty: 2648.714600
	Iteration 29Q: 3 clusters Score -314222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -314226.343750 Penalty: 2648.714600
	Iteration 30Q: 3 clusters Score -314226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -314227.687500 Penalty: 2648.714600
	Iteration 31Q: 3 clusters Score -314227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -314229.468750 Penalty: 2648.714600
	Iteration 32Q: 3 clusters Score -314229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -314231.531250 Penalty: 2648.714600
	Iteration 33Q: 3 clusters Score -314231.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -314234.125000 Penalty: 2648.714600
	Iteration 34Q: 3 clusters Score -314234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -314238.468750 Penalty: 2648.714600
	Iteration 35Q: 3 clusters Score -314238.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -314244.125000 Penalty: 2648.714600
	Iteration 36Q: 3 clusters Score -314244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -314244.468750 Penalty: 2648.714600
	Iteration 37Q: 3 clusters Score -314244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -314245.562500 Penalty: 2648.714600
	Iteration 38Q: 3 clusters Score -314245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -314245.562500 Penalty: 2648.714600
	Iteration 39F: 3 clusters Score -314245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Entering Unmasked Estep 
Score: -686499.875000 Penalty: 1461.047852
	Iteration 0F: 2 clusters Score -686499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -680646.437500 Penalty: 2922.095703
	Iteration 0F: 3 clusters Score -680646.4 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -682390.125000 Penalty: 2922.095703
	Iteration 1F: 3 clusters Score -682390.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -682545.187500 Penalty: 2922.095703
	Iteration 2F: 3 clusters Score -682545.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -682655.375000 Penalty: 2922.095703
	Iteration 3Q: 3 clusters Score -682655.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -682736.375000 Penalty: 2922.095703
	Iteration 4Q: 3 clusters Score -682736.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -682815.125000 Penalty: 2922.095703
	Iteration 5Q: 3 clusters Score -682815.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -682893.875000 Penalty: 2922.095703
	Iteration 6Q: 3 clusters Score -682893.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -682963.000000 Penalty: 2922.095703
	Iteration 7Q: 3 clusters Score -682963 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -683035.437500 Penalty: 2922.095703
	Iteration 8Q: 3 clusters Score -683035.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -683132.500000 Penalty: 2922.095703
	Iteration 9Q: 3 clusters Score -683132.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -683275.750000 Penalty: 2922.095703
	Iteration 10Q: 3 clusters Score -683275.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -683450.687500 Penalty: 2922.095703
	Iteration 11Q: 3 clusters Score -683450.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -683696.562500 Penalty: 2922.095703
	Iteration 12Q: 3 clusters Score -683696.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -683994.687500 Penalty: 2922.095703
	Iteration 13Q: 3 clusters Score -683994.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -684307.625000 Penalty: 2922.095703
	Iteration 14Q: 3 clusters Score -684307.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -684569.062500 Penalty: 2922.095703
	Iteration 15Q: 3 clusters Score -684569.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -684774.375000 Penalty: 2922.095703
	Iteration 16Q: 3 clusters Score -684774.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -684949.312500 Penalty: 2922.095703
	Iteration 17Q: 3 clusters Score -684949.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -685067.937500 Penalty: 2922.095703
	Iteration 18Q: 3 clusters Score -685067.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -685131.062500 Penalty: 2922.095703
	Iteration 19Q: 3 clusters Score -685131.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -685170.187500 Penalty: 2922.095703
	Iteration 20F: 3 clusters Score -685170.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -685194.437500 Penalty: 2922.095703
	Iteration 21Q: 3 clusters Score -685194.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -685204.875000 Penalty: 2922.095703
	Iteration 22Q: 3 clusters Score -685204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -685206.875000 Penalty: 2922.095703
	Iteration 23Q: 3 clusters Score -685206.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -685208.375000 Penalty: 2922.095703
	Iteration 24Q: 3 clusters Score -685208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -685209.812500 Penalty: 2922.095703
	Iteration 25Q: 3 clusters Score -685209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -685214.937500 Penalty: 2922.095703
	Iteration 26Q: 3 clusters Score -685214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -685221.000000 Penalty: 2922.095703
	Iteration 27Q: 3 clusters Score -685221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -685224.562500 Penalty: 2922.095703
	Iteration 28Q: 3 clusters Score -685224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -685226.312500 Penalty: 2922.095703
	Iteration 29Q: 3 clusters Score -685226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -685229.375000 Penalty: 2922.095703
	Iteration 30Q: 3 clusters Score -685229.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -685229.375000 Penalty: 2922.095703
	Iteration 31F: 3 clusters Score -685229.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -242731.796875 Penalty: 1300.002319
	Iteration 0F: 2 clusters Score -242731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -240087.781250 Penalty: 2600.004639
	Iteration 0F: 3 clusters Score -240087.8 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -240967.093750 Penalty: 2600.004639
	Iteration 1F: 3 clusters Score -240967.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -241219.390625 Penalty: 2600.004639
	Iteration 2F: 3 clusters Score -241219.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -241416.921875 Penalty: 2600.004639
	Iteration 3F: 3 clusters Score -241416.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -241601.031250 Penalty: 2600.004639
	Iteration 4F: 3 clusters Score -241601 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -241746.687500 Penalty: 2600.004639
	Iteration 5F: 3 clusters Score -241746.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -241881.234375 Penalty: 2600.004639
	Iteration 6F: 3 clusters Score -241881.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -241999.093750 Penalty: 2600.004639
	Iteration 7Q: 3 clusters Score -241999.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -242084.031250 Penalty: 2600.004639
	Iteration 8Q: 3 clusters Score -242084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -242154.671875 Penalty: 2600.004639
	Iteration 9Q: 3 clusters Score -242154.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -242203.187500 Penalty: 2600.004639
	Iteration 10Q: 3 clusters Score -242203.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -242252.921875 Penalty: 2600.004639
	Iteration 11Q: 3 clusters Score -242252.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -242290.312500 Penalty: 2600.004639
	Iteration 12Q: 3 clusters Score -242290.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -242309.046875 Penalty: 2600.004639
	Iteration 13Q: 3 clusters Score -242309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -242321.453125 Penalty: 2600.004639
	Iteration 14Q: 3 clusters Score -242321.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -242328.218750 Penalty: 2600.004639
	Iteration 15Q: 3 clusters Score -242328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -242331.828125 Penalty: 2600.004639
	Iteration 16Q: 3 clusters Score -242331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -242333.906250 Penalty: 2600.004639
	Iteration 17Q: 3 clusters Score -242333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -242336.765625 Penalty: 2600.004639
	Iteration 18Q: 3 clusters Score -242336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -242339.078125 Penalty: 2600.004639
	Iteration 19Q: 3 clusters Score -242339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -242341.140625 Penalty: 2600.004639
	Iteration 20F: 3 clusters Score -242341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -242343.046875 Penalty: 2600.004639
	Iteration 21Q: 3 clusters Score -242343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -242348.671875 Penalty: 2600.004639
	Iteration 22Q: 3 clusters Score -242348.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -242354.984375 Penalty: 2600.004639
	Iteration 23Q: 3 clusters Score -242355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -242359.484375 Penalty: 2600.004639
	Iteration 24Q: 3 clusters Score -242359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -242362.671875 Penalty: 2600.004639
	Iteration 25Q: 3 clusters Score -242362.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -242363.359375 Penalty: 2600.004639
	Iteration 26Q: 3 clusters Score -242363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -242363.578125 Penalty: 2600.004639
	Iteration 27Q: 3 clusters Score -242363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -242363.578125 Penalty: 2600.004639
	Iteration 28F: 3 clusters Score -242363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (283858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283858 members 
Entering Unmasked Estep 
Score: -25426508.000000 Penalty: 2040.387329
	Iteration 0F: 2 clusters Score -2.542651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142114 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -25245460.000000 Penalty: 4080.774658
	Iteration 0F: 3 clusters Score -2.524546e+07 nChanged 138508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147090 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -25328276.000000 Penalty: 4080.774658
	Iteration 1F: 3 clusters Score -2.532828e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150116 members 
Mstep: Class 2 contains 133742 members 
Entering Unmasked Estep 
Score: -25329688.000000 Penalty: 4080.774658
	Iteration 2Q: 3 clusters Score -2.532969e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 129131 members 
Entering Unmasked Estep 
Score: -25331766.000000 Penalty: 4080.774658
	Iteration 3Q: 3 clusters Score -2.533177e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161902 members 
Mstep: Class 2 contains 121956 members 
Entering Unmasked Estep 
Score: -25335142.000000 Penalty: 4080.774658
	Iteration 4Q: 3 clusters Score -2.533514e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172422 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -25340986.000000 Penalty: 4080.774658
	Iteration 5Q: 3 clusters Score -2.534099e+07 nChanged 16520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186538 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -25350208.000000 Penalty: 4080.774658
	Iteration 6F: 3 clusters Score -2.535021e+07 nChanged 19098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203088 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -25362670.000000 Penalty: 4080.774658
	Iteration 7F: 3 clusters Score -2.536267e+07 nChanged 18715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218693 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -25376778.000000 Penalty: 4080.774658
	Iteration 8F: 3 clusters Score -2.537678e+07 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230027 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -25388384.000000 Penalty: 4080.774658
	Iteration 9F: 3 clusters Score -2.538838e+07 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236468 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -25395806.000000 Penalty: 4080.774658
	Iteration 10Q: 3 clusters Score -2.539581e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240082 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -25399416.000000 Penalty: 4080.774658
	Iteration 11Q: 3 clusters Score -2.539942e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242665 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -25401338.000000 Penalty: 4080.774658
	Iteration 12Q: 3 clusters Score -2.540134e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244977 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -25402606.000000 Penalty: 4080.774658
	Iteration 13Q: 3 clusters Score -2.540261e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247220 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -25403760.000000 Penalty: 4080.774658
	Iteration 14Q: 3 clusters Score -2.540376e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249349 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -25404962.000000 Penalty: 4080.774658
	Iteration 15Q: 3 clusters Score -2.540496e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251457 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -25406180.000000 Penalty: 4080.774658
	Iteration 16Q: 3 clusters Score -2.540618e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253492 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -25407348.000000 Penalty: 4080.774658
	Iteration 17Q: 3 clusters Score -2.540735e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255480 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -25408566.000000 Penalty: 4080.774658
	Iteration 18Q: 3 clusters Score -2.540857e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257401 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -25409634.000000 Penalty: 4080.774658
	Iteration 19Q: 3 clusters Score -2.540963e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259305 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -25410912.000000 Penalty: 4080.774658
	Iteration 20F: 3 clusters Score -2.541091e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261121 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -25412206.000000 Penalty: 4080.774658
	Iteration 21Q: 3 clusters Score -2.541221e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262851 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -25413320.000000 Penalty: 4080.774658
	Iteration 22Q: 3 clusters Score -2.541332e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264455 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -25414374.000000 Penalty: 4080.774658
	Iteration 23Q: 3 clusters Score -2.541437e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265892 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -25415358.000000 Penalty: 4080.774658
	Iteration 24Q: 3 clusters Score -2.541536e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267214 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -25416266.000000 Penalty: 4080.774658
	Iteration 25Q: 3 clusters Score -2.541627e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268421 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -25417032.000000 Penalty: 4080.774658
	Iteration 26Q: 3 clusters Score -2.541703e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269526 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -25417460.000000 Penalty: 4080.774658
	Iteration 27Q: 3 clusters Score -2.541746e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270588 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -25417980.000000 Penalty: 4080.774658
	Iteration 28Q: 3 clusters Score -2.541798e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271588 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -25418638.000000 Penalty: 4080.774658
	Iteration 29Q: 3 clusters Score -2.541864e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272530 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -25419208.000000 Penalty: 4080.774658
	Iteration 30Q: 3 clusters Score -2.541921e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273447 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -25419796.000000 Penalty: 4080.774658
	Iteration 31Q: 3 clusters Score -2.54198e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274278 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -25420220.000000 Penalty: 4080.774658
	Iteration 32Q: 3 clusters Score -2.542022e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275024 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -25420610.000000 Penalty: 4080.774658
	Iteration 33Q: 3 clusters Score -2.542061e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275752 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -25421006.000000 Penalty: 4080.774658
	Iteration 34Q: 3 clusters Score -2.542101e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276393 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -25421388.000000 Penalty: 4080.774658
	Iteration 35Q: 3 clusters Score -2.542139e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277010 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -25421710.000000 Penalty: 4080.774658
	Iteration 36Q: 3 clusters Score -2.542171e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277563 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -25421972.000000 Penalty: 4080.774658
	Iteration 37Q: 3 clusters Score -2.542197e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278045 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -25422286.000000 Penalty: 4080.774658
	Iteration 38Q: 3 clusters Score -2.542229e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278462 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -25422490.000000 Penalty: 4080.774658
	Iteration 39Q: 3 clusters Score -2.542249e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278861 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -25422726.000000 Penalty: 4080.774658
	Iteration 40F: 3 clusters Score -2.542273e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279227 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -25422992.000000 Penalty: 4080.774658
	Iteration 41Q: 3 clusters Score -2.542299e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279554 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -25423164.000000 Penalty: 4080.774658
	Iteration 42Q: 3 clusters Score -2.542316e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279868 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -25423426.000000 Penalty: 4080.774658
	Iteration 43Q: 3 clusters Score -2.542343e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280134 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -25423642.000000 Penalty: 4080.774658
	Iteration 44Q: 3 clusters Score -2.542364e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280389 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -25423784.000000 Penalty: 4080.774658
	Iteration 45Q: 3 clusters Score -2.542378e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280610 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -25423926.000000 Penalty: 4080.774658
	Iteration 46Q: 3 clusters Score -2.542393e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280803 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -25424060.000000 Penalty: 4080.774658
	Iteration 47Q: 3 clusters Score -2.542406e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280975 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -25424156.000000 Penalty: 4080.774658
	Iteration 48Q: 3 clusters Score -2.542416e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281124 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -25424268.000000 Penalty: 4080.774658
	Iteration 49Q: 3 clusters Score -2.542427e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281269 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -25424410.000000 Penalty: 4080.774658
	Iteration 50Q: 3 clusters Score -2.542441e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281394 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -25424440.000000 Penalty: 4080.774658
	Iteration 51Q: 3 clusters Score -2.542444e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281508 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -25424522.000000 Penalty: 4080.774658
	Iteration 52Q: 3 clusters Score -2.542452e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281601 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -25424580.000000 Penalty: 4080.774658
	Iteration 53Q: 3 clusters Score -2.542458e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281696 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -25424644.000000 Penalty: 4080.774658
	Iteration 54Q: 3 clusters Score -2.542464e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281764 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -25424654.000000 Penalty: 4080.774658
	Iteration 55Q: 3 clusters Score -2.542465e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281828 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -25424722.000000 Penalty: 4080.774658
	Iteration 56Q: 3 clusters Score -2.542472e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281899 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -25424738.000000 Penalty: 4080.774658
	Iteration 57Q: 3 clusters Score -2.542474e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281971 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -25424752.000000 Penalty: 4080.774658
	Iteration 58Q: 3 clusters Score -2.542475e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282017 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -25424782.000000 Penalty: 4080.774658
	Iteration 59Q: 3 clusters Score -2.542478e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282053 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -25424810.000000 Penalty: 4080.774658
	Iteration 60F: 3 clusters Score -2.542481e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282086 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -25424826.000000 Penalty: 4080.774658
	Iteration 61Q: 3 clusters Score -2.542483e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282109 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -25424824.000000 Penalty: 4080.774658
	Iteration 62Q: 3 clusters Score -2.542482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282133 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -25424842.000000 Penalty: 4080.774658
	Iteration 63Q: 3 clusters Score -2.542484e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282157 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -25424852.000000 Penalty: 4080.774658
	Iteration 64Q: 3 clusters Score -2.542485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282177 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -25424868.000000 Penalty: 4080.774658
	Iteration 65Q: 3 clusters Score -2.542487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282207 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -25424862.000000 Penalty: 4080.774658
	Iteration 66Q: 3 clusters Score -2.542486e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282234 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -25424868.000000 Penalty: 4080.774658
	Iteration 67Q: 3 clusters Score -2.542487e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282254 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -25424872.000000 Penalty: 4080.774658
	Iteration 68Q: 3 clusters Score -2.542487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282270 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -25424876.000000 Penalty: 4080.774658
	Iteration 69Q: 3 clusters Score -2.542488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282286 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -25424882.000000 Penalty: 4080.774658
	Iteration 70Q: 3 clusters Score -2.542488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282306 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25424896.000000 Penalty: 4080.774658
	Iteration 71Q: 3 clusters Score -2.54249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282324 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -25424924.000000 Penalty: 4080.774658
	Iteration 72Q: 3 clusters Score -2.542492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282338 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -25424900.000000 Penalty: 4080.774658
	Iteration 73Q: 3 clusters Score -2.54249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282346 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -25424898.000000 Penalty: 4080.774658
	Iteration 74Q: 3 clusters Score -2.54249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282351 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -25424882.000000 Penalty: 4080.774658
	Iteration 75Q: 3 clusters Score -2.542488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282361 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -25424914.000000 Penalty: 4080.774658
	Iteration 76Q: 3 clusters Score -2.542491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282372 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -25424920.000000 Penalty: 4080.774658
	Iteration 77Q: 3 clusters Score -2.542492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282376 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -25424916.000000 Penalty: 4080.774658
	Iteration 78Q: 3 clusters Score -2.542492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282379 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -25424912.000000 Penalty: 4080.774658
	Iteration 79Q: 3 clusters Score -2.542491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282381 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -25424890.000000 Penalty: 4080.774658
	Iteration 80F: 3 clusters Score -2.542489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282383 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -25424900.000000 Penalty: 4080.774658
	Iteration 81Q: 3 clusters Score -2.54249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282386 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -25424912.000000 Penalty: 4080.774658
	Iteration 82Q: 3 clusters Score -2.542491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282392 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -25424900.000000 Penalty: 4080.774658
	Iteration 83Q: 3 clusters Score -2.54249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282398 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -25424924.000000 Penalty: 4080.774658
	Iteration 84Q: 3 clusters Score -2.542492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282403 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25424924.000000 Penalty: 4080.774658
	Iteration 85Q: 3 clusters Score -2.542492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282409 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -25424926.000000 Penalty: 4080.774658
	Iteration 86Q: 3 clusters Score -2.542493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282415 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25424918.000000 Penalty: 4080.774658
	Iteration 87Q: 3 clusters Score -2.542492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282418 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -25424930.000000 Penalty: 4080.774658
	Iteration 88Q: 3 clusters Score -2.542493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282419 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -25424938.000000 Penalty: 4080.774658
	Iteration 89Q: 3 clusters Score -2.542494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282420 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -25424932.000000 Penalty: 4080.774658
	Iteration 90Q: 3 clusters Score -2.542493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282420 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -25424932.000000 Penalty: 4080.774658
	Iteration 91F: 3 clusters Score -2.542493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -362809.468750 Penalty: 1346.968506
	Iteration 0F: 2 clusters Score -362809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -359438.406250 Penalty: 2693.937012
	Iteration 0F: 3 clusters Score -359438.4 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -360305.000000 Penalty: 2693.937012
	Iteration 1F: 3 clusters Score -360305 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -360460.781250 Penalty: 2693.937012
	Iteration 2F: 3 clusters Score -360460.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -360545.812500 Penalty: 2693.937012
	Iteration 3Q: 3 clusters Score -360545.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -360610.000000 Penalty: 2693.937012
	Iteration 4Q: 3 clusters Score -360610 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -360675.250000 Penalty: 2693.937012
	Iteration 5Q: 3 clusters Score -360675.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -360736.781250 Penalty: 2693.937012
	Iteration 6Q: 3 clusters Score -360736.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -360804.156250 Penalty: 2693.937012
	Iteration 7Q: 3 clusters Score -360804.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -360865.156250 Penalty: 2693.937012
	Iteration 8Q: 3 clusters Score -360865.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -360927.875000 Penalty: 2693.937012
	Iteration 9Q: 3 clusters Score -360927.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -361000.562500 Penalty: 2693.937012
	Iteration 10Q: 3 clusters Score -361000.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -361060.625000 Penalty: 2693.937012
	Iteration 11Q: 3 clusters Score -361060.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -361112.250000 Penalty: 2693.937012
	Iteration 12Q: 3 clusters Score -361112.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -361156.406250 Penalty: 2693.937012
	Iteration 13Q: 3 clusters Score -361156.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -361195.312500 Penalty: 2693.937012
	Iteration 14Q: 3 clusters Score -361195.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -361240.656250 Penalty: 2693.937012
	Iteration 15Q: 3 clusters Score -361240.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -361296.781250 Penalty: 2693.937012
	Iteration 16Q: 3 clusters Score -361296.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -361347.281250 Penalty: 2693.937012
	Iteration 17Q: 3 clusters Score -361347.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -361384.281250 Penalty: 2693.937012
	Iteration 18Q: 3 clusters Score -361384.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -361436.625000 Penalty: 2693.937012
	Iteration 19Q: 3 clusters Score -361436.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -361484.718750 Penalty: 2693.937012
	Iteration 20F: 3 clusters Score -361484.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -361521.125000 Penalty: 2693.937012
	Iteration 21Q: 3 clusters Score -361521.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -361554.093750 Penalty: 2693.937012
	Iteration 22Q: 3 clusters Score -361554.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -361583.968750 Penalty: 2693.937012
	Iteration 23Q: 3 clusters Score -361584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -361602.437500 Penalty: 2693.937012
	Iteration 24Q: 3 clusters Score -361602.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -361614.000000 Penalty: 2693.937012
	Iteration 25Q: 3 clusters Score -361614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -361623.531250 Penalty: 2693.937012
	Iteration 26Q: 3 clusters Score -361623.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -361629.718750 Penalty: 2693.937012
	Iteration 27Q: 3 clusters Score -361629.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -361634.343750 Penalty: 2693.937012
	Iteration 28Q: 3 clusters Score -361634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -361637.875000 Penalty: 2693.937012
	Iteration 29Q: 3 clusters Score -361637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -361640.843750 Penalty: 2693.937012
	Iteration 30Q: 3 clusters Score -361640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -361645.468750 Penalty: 2693.937012
	Iteration 31Q: 3 clusters Score -361645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -361649.093750 Penalty: 2693.937012
	Iteration 32Q: 3 clusters Score -361649.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -361650.406250 Penalty: 2693.937012
	Iteration 33Q: 3 clusters Score -361650.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -361653.531250 Penalty: 2693.937012
	Iteration 34Q: 3 clusters Score -361653.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -361655.187500 Penalty: 2693.937012
	Iteration 35Q: 3 clusters Score -361655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -361655.187500 Penalty: 2693.937012
	Iteration 36Q: 3 clusters Score -361655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -361657.156250 Penalty: 2693.937012
	Iteration 37Q: 3 clusters Score -361657.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -361658.562500 Penalty: 2693.937012
	Iteration 38Q: 3 clusters Score -361658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -361658.687500 Penalty: 2693.937012
	Iteration 39Q: 3 clusters Score -361658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -361658.625000 Penalty: 2693.937012
	Iteration 40F: 3 clusters Score -361658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -451881.656250 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -451881.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -447871.406250 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -447871.4 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -448959.593750 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -448959.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -449087.437500 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -449087.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -449194.875000 Penalty: 2767.502197
	Iteration 3Q: 3 clusters Score -449194.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -449274.593750 Penalty: 2767.502197
	Iteration 4Q: 3 clusters Score -449274.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -449335.437500 Penalty: 2767.502197
	Iteration 5Q: 3 clusters Score -449335.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -449392.812500 Penalty: 2767.502197
	Iteration 6Q: 3 clusters Score -449392.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -449435.562500 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -449435.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -449468.406250 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -449468.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -449505.125000 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -449505.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -449540.593750 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -449540.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -449580.625000 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -449580.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -449621.843750 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -449621.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -449667.750000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -449667.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -449708.093750 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -449708.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -449756.625000 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -449756.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -449822.625000 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -449822.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -449902.062500 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -449902.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -449980.625000 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -449980.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -450071.437500 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -450071.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -450157.437500 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -450157.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -450252.375000 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -450252.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -450345.218750 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -450345.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -450403.093750 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -450403.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -450451.156250 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -450451.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -450496.500000 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -450496.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -450533.000000 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -450533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -450559.062500 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -450559.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -450577.281250 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -450577.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -450595.406250 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -450595.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -450613.406250 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -450613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -450621.593750 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -450621.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -450630.593750 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -450630.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -450642.531250 Penalty: 2767.502197
	Iteration 33Q: 3 clusters Score -450642.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -450652.406250 Penalty: 2767.502197
	Iteration 34Q: 3 clusters Score -450652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -450658.781250 Penalty: 2767.502197
	Iteration 35Q: 3 clusters Score -450658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -450665.906250 Penalty: 2767.502197
	Iteration 36Q: 3 clusters Score -450665.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -450668.843750 Penalty: 2767.502197
	Iteration 37Q: 3 clusters Score -450668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -450669.312500 Penalty: 2767.502197
	Iteration 38Q: 3 clusters Score -450669.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -450669.312500 Penalty: 2767.502197
	Iteration 39F: 3 clusters Score -450669.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -171007.250000 Penalty: 1239.159180
	Iteration 0F: 2 clusters Score -171007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -168873.609375 Penalty: 2478.318359
	Iteration 0F: 3 clusters Score -168873.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -169330.593750 Penalty: 2478.318359
	Iteration 1F: 3 clusters Score -169330.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -169456.250000 Penalty: 2478.318359
	Iteration 2F: 3 clusters Score -169456.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169581.375000 Penalty: 2478.318359
	Iteration 3F: 3 clusters Score -169581.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -169690.703125 Penalty: 2478.318359
	Iteration 4F: 3 clusters Score -169690.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -169807.078125 Penalty: 2478.318359
	Iteration 5Q: 3 clusters Score -169807.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -169929.046875 Penalty: 2478.318359
	Iteration 6Q: 3 clusters Score -169929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -170044.703125 Penalty: 2478.318359
	Iteration 7Q: 3 clusters Score -170044.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -170119.812500 Penalty: 2478.318359
	Iteration 8Q: 3 clusters Score -170119.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170178.484375 Penalty: 2478.318359
	Iteration 9Q: 3 clusters Score -170178.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -170227.765625 Penalty: 2478.318359
	Iteration 10Q: 3 clusters Score -170227.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -170261.578125 Penalty: 2478.318359
	Iteration 11Q: 3 clusters Score -170261.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -170282.421875 Penalty: 2478.318359
	Iteration 12Q: 3 clusters Score -170282.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -170299.234375 Penalty: 2478.318359
	Iteration 13Q: 3 clusters Score -170299.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -170319.046875 Penalty: 2478.318359
	Iteration 14Q: 3 clusters Score -170319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170336.812500 Penalty: 2478.318359
	Iteration 15Q: 3 clusters Score -170336.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -170345.765625 Penalty: 2478.318359
	Iteration 16Q: 3 clusters Score -170345.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -170356.453125 Penalty: 2478.318359
	Iteration 17Q: 3 clusters Score -170356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170360.703125 Penalty: 2478.318359
	Iteration 18Q: 3 clusters Score -170360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -170363.296875 Penalty: 2478.318359
	Iteration 19Q: 3 clusters Score -170363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -170364.609375 Penalty: 2478.318359
	Iteration 20F: 3 clusters Score -170364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -170364.812500 Penalty: 2478.318359
	Iteration 21Q: 3 clusters Score -170364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -170365.921875 Penalty: 2478.318359
	Iteration 22Q: 3 clusters Score -170365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -170365.921875 Penalty: 2478.318359
	Iteration 23F: 3 clusters Score -170365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4559 members 
Mstep: Class 3 contains 137820 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 7638 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 14 contains 9424 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 2981 members 
Mstep: Class 18 contains 283858 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692168.000000 Penalty: 40666.277344
Iteration 159Q: 20 clusters Score -4.569217e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4528 members 
Mstep: Class 3 contains 137817 members 
Mstep: Class 4 contains 13175 members 
Mstep: Class 5 contains 7638 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 15221 members 
Mstep: Class 11 contains 4950 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 3464 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 283865 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5008 members 
Mstep: Class 21 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692264.000000 Penalty: 40666.277344
Iteration 160F: 20 clusters Score -4.569226e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 137817 members 
Mstep: Class 4 contains 13177 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 2049 members 
Mstep: Class 8 contains 169 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15231 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 14 contains 9429 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 283864 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692272.000000 Penalty: 40666.277344
Iteration 161Q: 20 clusters Score -4.569227e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 137818 members 
Mstep: Class 4 contains 13178 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 167 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15235 members 
Mstep: Class 11 contains 4949 members 
Mstep: Class 14 contains 9431 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 283864 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692284.000000 Penalty: 40666.277344
Iteration 162Q: 20 clusters Score -4.569228e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 137820 members 
Mstep: Class 4 contains 13179 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2040 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9433 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283867 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5052 members 
Mstep: Class 21 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692240.000000 Penalty: 40666.277344
Iteration 163Q: 20 clusters Score -4.569224e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4456 members 
Mstep: Class 3 contains 137824 members 
Mstep: Class 4 contains 13180 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9434 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 8033 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283866 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 164Q: 20 clusters Score -4.569226e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 137818 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 8031 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283867 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5078 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 20 clusters Score -4.569229e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 137812 members 
Mstep: Class 4 contains 13182 members 
Mstep: Class 5 contains 7641 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283861 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5088 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692292.000000 Penalty: 40666.277344
Iteration 166Q: 20 clusters Score -4.569229e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 137808 members 
Mstep: Class 4 contains 13182 members 
Mstep: Class 5 contains 7641 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3459 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283859 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692264.000000 Penalty: 40666.277344
Iteration 167Q: 20 clusters Score -4.569226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4448 members 
Mstep: Class 3 contains 137801 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3459 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283853 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692244.000000 Penalty: 40666.277344
Iteration 168Q: 20 clusters Score -4.569224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 137797 members 
Mstep: Class 4 contains 13181 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 15246 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3458 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283850 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692324.000000 Penalty: 40666.277344
Iteration 169Q: 20 clusters Score -4.569232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 137793 members 
Mstep: Class 4 contains 13183 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 15249 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283847 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5119 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692280.000000 Penalty: 40666.277344
Iteration 170Q: 20 clusters Score -4.569228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137792 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283842 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5122 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692328.000000 Penalty: 40666.277344
Iteration 171Q: 20 clusters Score -4.569233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 137790 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283837 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5129 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692304.000000 Penalty: 40666.277344
Iteration 172Q: 20 clusters Score -4.56923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 137789 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283838 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5131 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692304.000000 Penalty: 40666.277344
Iteration 173Q: 20 clusters Score -4.56923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 137790 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283833 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5137 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692288.000000 Penalty: 40666.277344
Iteration 174Q: 20 clusters Score -4.569229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 137788 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283828 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5140 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 175Q: 20 clusters Score -4.56923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4444 members 
Mstep: Class 3 contains 137784 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283827 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5146 members 
Mstep: Class 21 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692316.000000 Penalty: 40666.277344
Iteration 176Q: 20 clusters Score -4.569232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 137781 members 
Mstep: Class 4 contains 13186 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283828 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5146 members 
Mstep: Class 21 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692312.000000 Penalty: 40666.277344
Iteration 177Q: 20 clusters Score -4.569231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 137783 members 
Mstep: Class 4 contains 13188 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283826 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5146 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692300.000000 Penalty: 40666.277344
Iteration 178Q: 20 clusters Score -4.56923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137782 members 
Mstep: Class 4 contains 13188 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283825 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5148 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 179Q: 20 clusters Score -4.56923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137780 members 
Mstep: Class 4 contains 13186 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283827 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5148 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692276.000000 Penalty: 40666.277344
Iteration 180F: 20 clusters Score -4.569228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4439 members 
Mstep: Class 3 contains 137782 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2768 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283828 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5148 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 181Q: 20 clusters Score -4.56923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 137784 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283829 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692284.000000 Penalty: 40666.277344
Iteration 182Q: 20 clusters Score -4.569228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 137785 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283829 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692288.000000 Penalty: 40666.277344
Iteration 183Q: 20 clusters Score -4.569229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 137784 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283829 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 184Q: 20 clusters Score -4.56923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 137783 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283829 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692288.000000 Penalty: 40666.277344
Iteration 185Q: 20 clusters Score -4.569229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 137780 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283829 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692300.000000 Penalty: 40666.277344
Iteration 186Q: 20 clusters Score -4.56923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137778 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283830 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
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Score: -45692284.000000 Penalty: 40666.277344
Iteration 187Q: 20 clusters Score -4.569228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283832 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 188Q: 20 clusters Score -4.56923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137775 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283833 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692308.000000 Penalty: 40666.277344
Iteration 189Q: 20 clusters Score -4.569231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137774 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283834 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692308.000000 Penalty: 40666.277344
Iteration 190Q: 20 clusters Score -4.569231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137775 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283833 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692280.000000 Penalty: 40666.277344
Iteration 191Q: 20 clusters Score -4.569228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283833 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692288.000000 Penalty: 40666.277344
Iteration 192Q: 20 clusters Score -4.569229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283834 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 193Q: 20 clusters Score -4.56923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15259 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283835 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692280.000000 Penalty: 40666.277344
Iteration 194Q: 20 clusters Score -4.569228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137776 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15259 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283835 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 195Q: 20 clusters Score -4.56923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137775 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283835 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692296.000000 Penalty: 40666.277344
Iteration 196Q: 20 clusters Score -4.56923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137775 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283835 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692304.000000 Penalty: 40666.277344
Iteration 197Q: 20 clusters Score -4.56923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 137775 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283834 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692300.000000 Penalty: 40666.277344
Iteration 198Q: 20 clusters Score -4.56923e+07 nChanged 2
Entering ConstructFrom: 
Score: -45692300.000000 Penalty: 40666.277344
Entering ConstructFrom: 
Trying to split cluster 1 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -877039.625000 Penalty: 1494.734985
	Iteration 0F: 2 clusters Score -877039.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -870047.125000 Penalty: 2989.469971
	Iteration 0F: 3 clusters Score -870047.1 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -872181.437500 Penalty: 2989.469971
	Iteration 1F: 3 clusters Score -872181.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -872447.562500 Penalty: 2989.469971
	Iteration 2F: 3 clusters Score -872447.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -872664.687500 Penalty: 2989.469971
	Iteration 3F: 3 clusters Score -872664.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -872867.687500 Penalty: 2989.469971
	Iteration 4Q: 3 clusters Score -872867.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -873066.500000 Penalty: 2989.469971
	Iteration 5Q: 3 clusters Score -873066.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -873250.437500 Penalty: 2989.469971
	Iteration 6Q: 3 clusters Score -873250.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -873482.187500 Penalty: 2989.469971
	Iteration 7Q: 3 clusters Score -873482.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -873760.125000 Penalty: 2989.469971
	Iteration 8Q: 3 clusters Score -873760.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -874053.312500 Penalty: 2989.469971
	Iteration 9Q: 3 clusters Score -874053.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -874319.500000 Penalty: 2989.469971
	Iteration 10Q: 3 clusters Score -874319.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -874571.125000 Penalty: 2989.469971
	Iteration 11Q: 3 clusters Score -874571.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -874781.312500 Penalty: 2989.469971
	Iteration 12Q: 3 clusters Score -874781.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -874930.937500 Penalty: 2989.469971
	Iteration 13Q: 3 clusters Score -874930.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -875044.125000 Penalty: 2989.469971
	Iteration 14Q: 3 clusters Score -875044.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -875144.437500 Penalty: 2989.469971
	Iteration 15Q: 3 clusters Score -875144.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -875238.687500 Penalty: 2989.469971
	Iteration 16Q: 3 clusters Score -875238.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -875325.000000 Penalty: 2989.469971
	Iteration 17Q: 3 clusters Score -875325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -875392.187500 Penalty: 2989.469971
	Iteration 18Q: 3 clusters Score -875392.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -875442.250000 Penalty: 2989.469971
	Iteration 19Q: 3 clusters Score -875442.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -875489.000000 Penalty: 2989.469971
	Iteration 20F: 3 clusters Score -875489 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -875532.812500 Penalty: 2989.469971
	Iteration 21Q: 3 clusters Score -875532.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -875569.125000 Penalty: 2989.469971
	Iteration 22Q: 3 clusters Score -875569.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -875605.437500 Penalty: 2989.469971
	Iteration 23Q: 3 clusters Score -875605.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -875648.312500 Penalty: 2989.469971
	Iteration 24Q: 3 clusters Score -875648.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -875684.312500 Penalty: 2989.469971
	Iteration 25Q: 3 clusters Score -875684.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -875712.750000 Penalty: 2989.469971
	Iteration 26Q: 3 clusters Score -875712.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -875735.937500 Penalty: 2989.469971
	Iteration 27Q: 3 clusters Score -875735.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -875757.937500 Penalty: 2989.469971
	Iteration 28Q: 3 clusters Score -875757.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -875768.875000 Penalty: 2989.469971
	Iteration 29Q: 3 clusters Score -875768.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -875781.125000 Penalty: 2989.469971
	Iteration 30Q: 3 clusters Score -875781.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -875786.937500 Penalty: 2989.469971
	Iteration 31Q: 3 clusters Score -875786.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -875792.812500 Penalty: 2989.469971
	Iteration 32Q: 3 clusters Score -875792.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -875802.625000 Penalty: 2989.469971
	Iteration 33Q: 3 clusters Score -875802.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -875805.312500 Penalty: 2989.469971
	Iteration 34Q: 3 clusters Score -875805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -875809.437500 Penalty: 2989.469971
	Iteration 35Q: 3 clusters Score -875809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -875808.000000 Penalty: 2989.469971
	Iteration 36Q: 3 clusters Score -875808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -875812.500000 Penalty: 2989.469971
	Iteration 37Q: 3 clusters Score -875812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -875813.875000 Penalty: 2989.469971
	Iteration 38Q: 3 clusters Score -875813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -875815.687500 Penalty: 2989.469971
	Iteration 39Q: 3 clusters Score -875815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -875817.875000 Penalty: 2989.469971
	Iteration 40F: 3 clusters Score -875817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -875818.375000 Penalty: 2989.469971
	Iteration 41Q: 3 clusters Score -875818.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -875822.937500 Penalty: 2989.469971
	Iteration 42Q: 3 clusters Score -875822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -875823.437500 Penalty: 2989.469971
	Iteration 43Q: 3 clusters Score -875823.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -875825.312500 Penalty: 2989.469971
	Iteration 44Q: 3 clusters Score -875825.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -875827.687500 Penalty: 2989.469971
	Iteration 45Q: 3 clusters Score -875827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -875827.812500 Penalty: 2989.469971
	Iteration 46Q: 3 clusters Score -875827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -875829.312500 Penalty: 2989.469971
	Iteration 47Q: 3 clusters Score -875829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -875833.625000 Penalty: 2989.469971
	Iteration 48Q: 3 clusters Score -875833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -875836.187500 Penalty: 2989.469971
	Iteration 49Q: 3 clusters Score -875836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -875835.875000 Penalty: 2989.469971
	Iteration 50Q: 3 clusters Score -875835.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -875846.312500 Penalty: 2989.469971
	Iteration 51Q: 3 clusters Score -875846.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -875853.250000 Penalty: 2989.469971
	Iteration 52Q: 3 clusters Score -875853.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -875858.062500 Penalty: 2989.469971
	Iteration 53Q: 3 clusters Score -875858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -875859.875000 Penalty: 2989.469971
	Iteration 54Q: 3 clusters Score -875859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -875862.937500 Penalty: 2989.469971
	Iteration 55Q: 3 clusters Score -875862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -875864.937500 Penalty: 2989.469971
	Iteration 56Q: 3 clusters Score -875864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -875866.187500 Penalty: 2989.469971
	Iteration 57Q: 3 clusters Score -875866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -875867.500000 Penalty: 2989.469971
	Iteration 58Q: 3 clusters Score -875867.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -875868.812500 Penalty: 2989.469971
	Iteration 59Q: 3 clusters Score -875868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -875868.812500 Penalty: 2989.469971
	Iteration 60F: 3 clusters Score -875868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Entering Unmasked Estep 
Score: -398828.062500 Penalty: 1364.741577
	Iteration 0F: 2 clusters Score -398828.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -395139.500000 Penalty: 2729.483154
	Iteration 0F: 3 clusters Score -395139.5 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -396067.031250 Penalty: 2729.483154
	Iteration 1F: 3 clusters Score -396067 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -396238.343750 Penalty: 2729.483154
	Iteration 2F: 3 clusters Score -396238.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -396346.656250 Penalty: 2729.483154
	Iteration 3F: 3 clusters Score -396346.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -396418.125000 Penalty: 2729.483154
	Iteration 4Q: 3 clusters Score -396418.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -396477.468750 Penalty: 2729.483154
	Iteration 5Q: 3 clusters Score -396477.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -396527.812500 Penalty: 2729.483154
	Iteration 6Q: 3 clusters Score -396527.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -396571.781250 Penalty: 2729.483154
	Iteration 7Q: 3 clusters Score -396571.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -396622.000000 Penalty: 2729.483154
	Iteration 8Q: 3 clusters Score -396622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -396658.500000 Penalty: 2729.483154
	Iteration 9Q: 3 clusters Score -396658.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -396694.218750 Penalty: 2729.483154
	Iteration 10Q: 3 clusters Score -396694.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -396725.968750 Penalty: 2729.483154
	Iteration 11Q: 3 clusters Score -396726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -396747.156250 Penalty: 2729.483154
	Iteration 12Q: 3 clusters Score -396747.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -396764.312500 Penalty: 2729.483154
	Iteration 13Q: 3 clusters Score -396764.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -396779.781250 Penalty: 2729.483154
	Iteration 14Q: 3 clusters Score -396779.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -396796.593750 Penalty: 2729.483154
	Iteration 15Q: 3 clusters Score -396796.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -396816.218750 Penalty: 2729.483154
	Iteration 16Q: 3 clusters Score -396816.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -396834.750000 Penalty: 2729.483154
	Iteration 17Q: 3 clusters Score -396834.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -396850.906250 Penalty: 2729.483154
	Iteration 18Q: 3 clusters Score -396850.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -396868.406250 Penalty: 2729.483154
	Iteration 19Q: 3 clusters Score -396868.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -396894.843750 Penalty: 2729.483154
	Iteration 20F: 3 clusters Score -396894.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -396921.281250 Penalty: 2729.483154
	Iteration 21Q: 3 clusters Score -396921.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -396944.375000 Penalty: 2729.483154
	Iteration 22Q: 3 clusters Score -396944.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -396975.625000 Penalty: 2729.483154
	Iteration 23Q: 3 clusters Score -396975.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -397010.406250 Penalty: 2729.483154
	Iteration 24Q: 3 clusters Score -397010.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -397047.625000 Penalty: 2729.483154
	Iteration 25Q: 3 clusters Score -397047.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -397086.656250 Penalty: 2729.483154
	Iteration 26Q: 3 clusters Score -397086.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -397119.875000 Penalty: 2729.483154
	Iteration 27Q: 3 clusters Score -397119.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -397146.906250 Penalty: 2729.483154
	Iteration 28Q: 3 clusters Score -397146.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -397177.687500 Penalty: 2729.483154
	Iteration 29Q: 3 clusters Score -397177.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -397198.000000 Penalty: 2729.483154
	Iteration 30Q: 3 clusters Score -397198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -397220.750000 Penalty: 2729.483154
	Iteration 31Q: 3 clusters Score -397220.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -397238.562500 Penalty: 2729.483154
	Iteration 32Q: 3 clusters Score -397238.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -397258.781250 Penalty: 2729.483154
	Iteration 33Q: 3 clusters Score -397258.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -397274.781250 Penalty: 2729.483154
	Iteration 34Q: 3 clusters Score -397274.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -397288.281250 Penalty: 2729.483154
	Iteration 35Q: 3 clusters Score -397288.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -397304.062500 Penalty: 2729.483154
	Iteration 36Q: 3 clusters Score -397304.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -397321.718750 Penalty: 2729.483154
	Iteration 37Q: 3 clusters Score -397321.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -397341.125000 Penalty: 2729.483154
	Iteration 38Q: 3 clusters Score -397341.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -397367.312500 Penalty: 2729.483154
	Iteration 39Q: 3 clusters Score -397367.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -397388.000000 Penalty: 2729.483154
	Iteration 40F: 3 clusters Score -397388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -397402.562500 Penalty: 2729.483154
	Iteration 41Q: 3 clusters Score -397402.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -397417.718750 Penalty: 2729.483154
	Iteration 42Q: 3 clusters Score -397417.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -397426.562500 Penalty: 2729.483154
	Iteration 43Q: 3 clusters Score -397426.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -397433.687500 Penalty: 2729.483154
	Iteration 44Q: 3 clusters Score -397433.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -397445.593750 Penalty: 2729.483154
	Iteration 45Q: 3 clusters Score -397445.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -397456.468750 Penalty: 2729.483154
	Iteration 46Q: 3 clusters Score -397456.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -397466.718750 Penalty: 2729.483154
	Iteration 47Q: 3 clusters Score -397466.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -397475.906250 Penalty: 2729.483154
	Iteration 48Q: 3 clusters Score -397475.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -397490.406250 Penalty: 2729.483154
	Iteration 49Q: 3 clusters Score -397490.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -397499.812500 Penalty: 2729.483154
	Iteration 50Q: 3 clusters Score -397499.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -397507.187500 Penalty: 2729.483154
	Iteration 51Q: 3 clusters Score -397507.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -397514.968750 Penalty: 2729.483154
	Iteration 52Q: 3 clusters Score -397515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -397523.156250 Penalty: 2729.483154
	Iteration 53Q: 3 clusters Score -397523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -397528.875000 Penalty: 2729.483154
	Iteration 54Q: 3 clusters Score -397528.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -397534.875000 Penalty: 2729.483154
	Iteration 55Q: 3 clusters Score -397534.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -397543.437500 Penalty: 2729.483154
	Iteration 56Q: 3 clusters Score -397543.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -397551.625000 Penalty: 2729.483154
	Iteration 57Q: 3 clusters Score -397551.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -397557.218750 Penalty: 2729.483154
	Iteration 58Q: 3 clusters Score -397557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -397560.062500 Penalty: 2729.483154
	Iteration 59Q: 3 clusters Score -397560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -397564.500000 Penalty: 2729.483154
	Iteration 60F: 3 clusters Score -397564.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -397568.375000 Penalty: 2729.483154
	Iteration 61Q: 3 clusters Score -397568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -397572.000000 Penalty: 2729.483154
	Iteration 62Q: 3 clusters Score -397572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -397574.968750 Penalty: 2729.483154
	Iteration 63Q: 3 clusters Score -397575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -397577.968750 Penalty: 2729.483154
	Iteration 64Q: 3 clusters Score -397578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -397581.687500 Penalty: 2729.483154
	Iteration 65Q: 3 clusters Score -397581.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -397585.750000 Penalty: 2729.483154
	Iteration 66Q: 3 clusters Score -397585.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -397588.375000 Penalty: 2729.483154
	Iteration 67Q: 3 clusters Score -397588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -397591.406250 Penalty: 2729.483154
	Iteration 68Q: 3 clusters Score -397591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -397594.093750 Penalty: 2729.483154
	Iteration 69Q: 3 clusters Score -397594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -397596.906250 Penalty: 2729.483154
	Iteration 70Q: 3 clusters Score -397596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -397597.968750 Penalty: 2729.483154
	Iteration 71Q: 3 clusters Score -397598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -397600.031250 Penalty: 2729.483154
	Iteration 72Q: 3 clusters Score -397600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -397605.281250 Penalty: 2729.483154
	Iteration 73Q: 3 clusters Score -397605.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -397607.406250 Penalty: 2729.483154
	Iteration 74Q: 3 clusters Score -397607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -397608.437500 Penalty: 2729.483154
	Iteration 75Q: 3 clusters Score -397608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -397609.343750 Penalty: 2729.483154
	Iteration 76Q: 3 clusters Score -397609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -397611.531250 Penalty: 2729.483154
	Iteration 77Q: 3 clusters Score -397611.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -397613.937500 Penalty: 2729.483154
	Iteration 78Q: 3 clusters Score -397613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -397616.000000 Penalty: 2729.483154
	Iteration 79Q: 3 clusters Score -397616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -397616.812500 Penalty: 2729.483154
	Iteration 80F: 3 clusters Score -397616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -397618.000000 Penalty: 2729.483154
	Iteration 81Q: 3 clusters Score -397618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -397618.812500 Penalty: 2729.483154
	Iteration 82Q: 3 clusters Score -397618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -397618.031250 Penalty: 2729.483154
	Iteration 83Q: 3 clusters Score -397618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -397619.093750 Penalty: 2729.483154
	Iteration 84Q: 3 clusters Score -397619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -397620.031250 Penalty: 2729.483154
	Iteration 85Q: 3 clusters Score -397620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -397622.875000 Penalty: 2729.483154
	Iteration 86Q: 3 clusters Score -397622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -397624.750000 Penalty: 2729.483154
	Iteration 87Q: 3 clusters Score -397624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -397626.093750 Penalty: 2729.483154
	Iteration 88Q: 3 clusters Score -397626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -397627.468750 Penalty: 2729.483154
	Iteration 89Q: 3 clusters Score -397627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -397628.468750 Penalty: 2729.483154
	Iteration 90Q: 3 clusters Score -397628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -397630.218750 Penalty: 2729.483154
	Iteration 91Q: 3 clusters Score -397630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -397631.968750 Penalty: 2729.483154
	Iteration 92Q: 3 clusters Score -397632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -397635.093750 Penalty: 2729.483154
	Iteration 93Q: 3 clusters Score -397635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -397636.562500 Penalty: 2729.483154
	Iteration 94Q: 3 clusters Score -397636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -397636.656250 Penalty: 2729.483154
	Iteration 95Q: 3 clusters Score -397636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -397638.781250 Penalty: 2729.483154
	Iteration 96Q: 3 clusters Score -397638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -397638.500000 Penalty: 2729.483154
	Iteration 97Q: 3 clusters Score -397638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -397640.843750 Penalty: 2729.483154
	Iteration 98Q: 3 clusters Score -397640.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -397640.937500 Penalty: 2729.483154
	Iteration 99Q: 3 clusters Score -397640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -397641.375000 Penalty: 2729.483154
	Iteration 100F: 3 clusters Score -397641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137774 members 
Entering Unmasked Estep 
Score: -11928571.000000 Penalty: 1922.922607
	Iteration 0F: 2 clusters Score -1.192857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -11836442.000000 Penalty: 3845.845215
	Iteration 0F: 3 clusters Score -1.183644e+07 nChanged 66190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -11874834.000000 Penalty: 3845.845215
	Iteration 1F: 3 clusters Score -1.187483e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -11875782.000000 Penalty: 3845.845215
	Iteration 2Q: 3 clusters Score -1.187578e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72901 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -11876745.000000 Penalty: 3845.845215
	Iteration 3Q: 3 clusters Score -1.187674e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -11878096.000000 Penalty: 3845.845215
	Iteration 4Q: 3 clusters Score -1.18781e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -11880136.000000 Penalty: 3845.845215
	Iteration 5Q: 3 clusters Score -1.188014e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -11883537.000000 Penalty: 3845.845215
	Iteration 6Q: 3 clusters Score -1.188354e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -11888491.000000 Penalty: 3845.845215
	Iteration 7F: 3 clusters Score -1.188849e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -11895808.000000 Penalty: 3845.845215
	Iteration 8F: 3 clusters Score -1.189581e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -11903948.000000 Penalty: 3845.845215
	Iteration 9F: 3 clusters Score -1.190395e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115684 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -11910630.000000 Penalty: 3845.845215
	Iteration 10F: 3 clusters Score -1.191063e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -11915096.000000 Penalty: 3845.845215
	Iteration 11Q: 3 clusters Score -1.19151e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -11918325.000000 Penalty: 3845.845215
	Iteration 12Q: 3 clusters Score -1.191832e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128677 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -11920619.000000 Penalty: 3845.845215
	Iteration 13Q: 3 clusters Score -1.192062e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131266 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -11922474.000000 Penalty: 3845.845215
	Iteration 14Q: 3 clusters Score -1.192247e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133251 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -11923966.000000 Penalty: 3845.845215
	Iteration 15Q: 3 clusters Score -1.192397e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -11924997.000000 Penalty: 3845.845215
	Iteration 16Q: 3 clusters Score -1.1925e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135710 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -11925768.000000 Penalty: 3845.845215
	Iteration 17Q: 3 clusters Score -1.192577e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136318 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11926195.000000 Penalty: 3845.845215
	Iteration 18Q: 3 clusters Score -1.19262e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136672 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11926397.000000 Penalty: 3845.845215
	Iteration 19Q: 3 clusters Score -1.19264e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136871 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11926580.000000 Penalty: 3845.845215
	Iteration 20F: 3 clusters Score -1.192658e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136994 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11926684.000000 Penalty: 3845.845215
	Iteration 21Q: 3 clusters Score -1.192668e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137086 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11926777.000000 Penalty: 3845.845215
	Iteration 22Q: 3 clusters Score -1.192678e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137162 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11926849.000000 Penalty: 3845.845215
	Iteration 23Q: 3 clusters Score -1.192685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137205 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11926865.000000 Penalty: 3845.845215
	Iteration 24Q: 3 clusters Score -1.192686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11926887.000000 Penalty: 3845.845215
	Iteration 25Q: 3 clusters Score -1.192689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11926920.000000 Penalty: 3845.845215
	Iteration 26Q: 3 clusters Score -1.192692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -11926938.000000 Penalty: 3845.845215
	Iteration 27Q: 3 clusters Score -1.192694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137298 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11926960.000000 Penalty: 3845.845215
	Iteration 28Q: 3 clusters Score -1.192696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137310 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11926960.000000 Penalty: 3845.845215
	Iteration 29Q: 3 clusters Score -1.192696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11926974.000000 Penalty: 3845.845215
	Iteration 30Q: 3 clusters Score -1.192697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137316 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11926980.000000 Penalty: 3845.845215
	Iteration 31Q: 3 clusters Score -1.192698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137318 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11926984.000000 Penalty: 3845.845215
	Iteration 32Q: 3 clusters Score -1.192698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137320 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11926992.000000 Penalty: 3845.845215
	Iteration 33Q: 3 clusters Score -1.192699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137321 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11926986.000000 Penalty: 3845.845215
	Iteration 34Q: 3 clusters Score -1.192699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137324 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11926994.000000 Penalty: 3845.845215
	Iteration 35Q: 3 clusters Score -1.192699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137325 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11926993.000000 Penalty: 3845.845215
	Iteration 36Q: 3 clusters Score -1.192699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11926994.000000 Penalty: 3845.845215
	Iteration 37Q: 3 clusters Score -1.192699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11926993.000000 Penalty: 3845.845215
	Iteration 38Q: 3 clusters Score -1.192699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11926993.000000 Penalty: 3845.845215
	Iteration 39F: 3 clusters Score -1.192699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1169998.875000 Penalty: 1541.610718
	Iteration 0F: 2 clusters Score -1169999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1160802.625000 Penalty: 3083.221436
	Iteration 0F: 3 clusters Score -1160803 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1163890.750000 Penalty: 3083.221436
	Iteration 1F: 3 clusters Score -1163891 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1164141.875000 Penalty: 3083.221436
	Iteration 2F: 3 clusters Score -1164142 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1164359.375000 Penalty: 3083.221436
	Iteration 3Q: 3 clusters Score -1164359 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1164551.500000 Penalty: 3083.221436
	Iteration 4Q: 3 clusters Score -1164552 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1164735.750000 Penalty: 3083.221436
	Iteration 5Q: 3 clusters Score -1164736 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1164974.250000 Penalty: 3083.221436
	Iteration 6Q: 3 clusters Score -1164974 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1165262.125000 Penalty: 3083.221436
	Iteration 7Q: 3 clusters Score -1165262 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1165605.000000 Penalty: 3083.221436
	Iteration 8Q: 3 clusters Score -1165605 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1165978.500000 Penalty: 3083.221436
	Iteration 9Q: 3 clusters Score -1165978 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1166337.375000 Penalty: 3083.221436
	Iteration 10Q: 3 clusters Score -1166337 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1166681.750000 Penalty: 3083.221436
	Iteration 11Q: 3 clusters Score -1166682 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1166997.375000 Penalty: 3083.221436
	Iteration 12Q: 3 clusters Score -1166997 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1167269.250000 Penalty: 3083.221436
	Iteration 13Q: 3 clusters Score -1167269 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1167495.000000 Penalty: 3083.221436
	Iteration 14Q: 3 clusters Score -1167495 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1167679.125000 Penalty: 3083.221436
	Iteration 15Q: 3 clusters Score -1167679 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1167836.875000 Penalty: 3083.221436
	Iteration 16Q: 3 clusters Score -1167837 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1167966.875000 Penalty: 3083.221436
	Iteration 17Q: 3 clusters Score -1167967 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1168083.000000 Penalty: 3083.221436
	Iteration 18Q: 3 clusters Score -1168083 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1168185.250000 Penalty: 3083.221436
	Iteration 19Q: 3 clusters Score -1168185 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1168268.875000 Penalty: 3083.221436
	Iteration 20F: 3 clusters Score -1168269 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1168331.250000 Penalty: 3083.221436
	Iteration 21Q: 3 clusters Score -1168331 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1168384.250000 Penalty: 3083.221436
	Iteration 22Q: 3 clusters Score -1168384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1168434.625000 Penalty: 3083.221436
	Iteration 23Q: 3 clusters Score -1168435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1168466.625000 Penalty: 3083.221436
	Iteration 24Q: 3 clusters Score -1168467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1168510.000000 Penalty: 3083.221436
	Iteration 25Q: 3 clusters Score -1168510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1168541.875000 Penalty: 3083.221436
	Iteration 26Q: 3 clusters Score -1168542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1168566.875000 Penalty: 3083.221436
	Iteration 27Q: 3 clusters Score -1168567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1168582.375000 Penalty: 3083.221436
	Iteration 28Q: 3 clusters Score -1168582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1168601.750000 Penalty: 3083.221436
	Iteration 29Q: 3 clusters Score -1168602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1168615.625000 Penalty: 3083.221436
	Iteration 30Q: 3 clusters Score -1168616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1168623.625000 Penalty: 3083.221436
	Iteration 31Q: 3 clusters Score -1168624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1168631.000000 Penalty: 3083.221436
	Iteration 32Q: 3 clusters Score -1168631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1168636.375000 Penalty: 3083.221436
	Iteration 33Q: 3 clusters Score -1168636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1168641.875000 Penalty: 3083.221436
	Iteration 34Q: 3 clusters Score -1168642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1168648.625000 Penalty: 3083.221436
	Iteration 35Q: 3 clusters Score -1168649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1168658.375000 Penalty: 3083.221436
	Iteration 36Q: 3 clusters Score -1168658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1168668.250000 Penalty: 3083.221436
	Iteration 37Q: 3 clusters Score -1168668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1168672.375000 Penalty: 3083.221436
	Iteration 38Q: 3 clusters Score -1168672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1168678.625000 Penalty: 3083.221436
	Iteration 39Q: 3 clusters Score -1168679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1168686.625000 Penalty: 3083.221436
	Iteration 40F: 3 clusters Score -1168687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1168697.000000 Penalty: 3083.221436
	Iteration 41Q: 3 clusters Score -1168697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1168700.250000 Penalty: 3083.221436
	Iteration 42Q: 3 clusters Score -1168700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1168708.875000 Penalty: 3083.221436
	Iteration 43Q: 3 clusters Score -1168709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1168708.250000 Penalty: 3083.221436
	Iteration 44Q: 3 clusters Score -1168708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1168711.250000 Penalty: 3083.221436
	Iteration 45Q: 3 clusters Score -1168711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1168715.625000 Penalty: 3083.221436
	Iteration 46Q: 3 clusters Score -1168716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1168718.000000 Penalty: 3083.221436
	Iteration 47Q: 3 clusters Score -1168718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1168720.000000 Penalty: 3083.221436
	Iteration 48Q: 3 clusters Score -1168720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1168719.750000 Penalty: 3083.221436
	Iteration 49Q: 3 clusters Score -1168720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1168721.500000 Penalty: 3083.221436
	Iteration 50Q: 3 clusters Score -1168722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1168722.500000 Penalty: 3083.221436
	Iteration 51Q: 3 clusters Score -1168722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1168722.500000 Penalty: 3083.221436
	Iteration 52F: 3 clusters Score -1168722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Entering Unmasked Estep 
Score: -683412.500000 Penalty: 1452.937256
	Iteration 0F: 2 clusters Score -683412.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -677694.500000 Penalty: 2905.874512
	Iteration 0F: 3 clusters Score -677694.5 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -679423.812500 Penalty: 2905.874512
	Iteration 1F: 3 clusters Score -679423.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -679595.062500 Penalty: 2905.874512
	Iteration 2F: 3 clusters Score -679595.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -679726.500000 Penalty: 2905.874512
	Iteration 3Q: 3 clusters Score -679726.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -679841.000000 Penalty: 2905.874512
	Iteration 4Q: 3 clusters Score -679841 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -679947.562500 Penalty: 2905.874512
	Iteration 5Q: 3 clusters Score -679947.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -680056.500000 Penalty: 2905.874512
	Iteration 6Q: 3 clusters Score -680056.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -680180.687500 Penalty: 2905.874512
	Iteration 7Q: 3 clusters Score -680180.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -680347.312500 Penalty: 2905.874512
	Iteration 8Q: 3 clusters Score -680347.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -680567.125000 Penalty: 2905.874512
	Iteration 9Q: 3 clusters Score -680567.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -680848.375000 Penalty: 2905.874512
	Iteration 10Q: 3 clusters Score -680848.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -681161.250000 Penalty: 2905.874512
	Iteration 11Q: 3 clusters Score -681161.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -681440.437500 Penalty: 2905.874512
	Iteration 12Q: 3 clusters Score -681440.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -681663.000000 Penalty: 2905.874512
	Iteration 13Q: 3 clusters Score -681663 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -681803.562500 Penalty: 2905.874512
	Iteration 14Q: 3 clusters Score -681803.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -681940.250000 Penalty: 2905.874512
	Iteration 15Q: 3 clusters Score -681940.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -682026.062500 Penalty: 2905.874512
	Iteration 16Q: 3 clusters Score -682026.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -682083.437500 Penalty: 2905.874512
	Iteration 17Q: 3 clusters Score -682083.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -682129.125000 Penalty: 2905.874512
	Iteration 18Q: 3 clusters Score -682129.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -682165.187500 Penalty: 2905.874512
	Iteration 19Q: 3 clusters Score -682165.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -682194.750000 Penalty: 2905.874512
	Iteration 20F: 3 clusters Score -682194.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -682218.437500 Penalty: 2905.874512
	Iteration 21Q: 3 clusters Score -682218.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -682236.375000 Penalty: 2905.874512
	Iteration 22Q: 3 clusters Score -682236.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -682245.875000 Penalty: 2905.874512
	Iteration 23Q: 3 clusters Score -682245.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -682254.625000 Penalty: 2905.874512
	Iteration 24Q: 3 clusters Score -682254.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -682259.187500 Penalty: 2905.874512
	Iteration 25Q: 3 clusters Score -682259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -682262.750000 Penalty: 2905.874512
	Iteration 26Q: 3 clusters Score -682262.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -682262.625000 Penalty: 2905.874512
	Iteration 27Q: 3 clusters Score -682262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -682262.562500 Penalty: 2905.874512
	Iteration 28Q: 3 clusters Score -682262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -682262.187500 Penalty: 2905.874512
	Iteration 29Q: 3 clusters Score -682262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -682263.375000 Penalty: 2905.874512
	Iteration 30Q: 3 clusters Score -682263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -682263.937500 Penalty: 2905.874512
	Iteration 31Q: 3 clusters Score -682263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -682265.125000 Penalty: 2905.874512
	Iteration 32Q: 3 clusters Score -682265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -682268.000000 Penalty: 2905.874512
	Iteration 33Q: 3 clusters Score -682268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -682267.500000 Penalty: 2905.874512
	Iteration 34Q: 3 clusters Score -682267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -682268.000000 Penalty: 2905.874512
	Iteration 35Q: 3 clusters Score -682268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -682268.000000 Penalty: 2905.874512
	Iteration 36F: 3 clusters Score -682268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -243733.875000 Penalty: 1287.896851
	Iteration 0F: 2 clusters Score -243733.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -241116.890625 Penalty: 2575.793701
	Iteration 0F: 3 clusters Score -241116.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -241756.390625 Penalty: 2575.793701
	Iteration 1F: 3 clusters Score -241756.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -241903.109375 Penalty: 2575.793701
	Iteration 2F: 3 clusters Score -241903.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -241999.015625 Penalty: 2575.793701
	Iteration 3Q: 3 clusters Score -241999 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -242078.421875 Penalty: 2575.793701
	Iteration 4Q: 3 clusters Score -242078.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -242125.859375 Penalty: 2575.793701
	Iteration 5Q: 3 clusters Score -242125.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -242160.875000 Penalty: 2575.793701
	Iteration 6Q: 3 clusters Score -242160.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -242183.718750 Penalty: 2575.793701
	Iteration 7Q: 3 clusters Score -242183.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -242201.046875 Penalty: 2575.793701
	Iteration 8Q: 3 clusters Score -242201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -242222.515625 Penalty: 2575.793701
	Iteration 9Q: 3 clusters Score -242222.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -242238.781250 Penalty: 2575.793701
	Iteration 10Q: 3 clusters Score -242238.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -242251.140625 Penalty: 2575.793701
	Iteration 11Q: 3 clusters Score -242251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -242254.937500 Penalty: 2575.793701
	Iteration 12Q: 3 clusters Score -242254.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -242257.578125 Penalty: 2575.793701
	Iteration 13Q: 3 clusters Score -242257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -242260.875000 Penalty: 2575.793701
	Iteration 14Q: 3 clusters Score -242260.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -242264.734375 Penalty: 2575.793701
	Iteration 15Q: 3 clusters Score -242264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -242265.468750 Penalty: 2575.793701
	Iteration 16Q: 3 clusters Score -242265.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -242266.812500 Penalty: 2575.793701
	Iteration 17Q: 3 clusters Score -242266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -242267.843750 Penalty: 2575.793701
	Iteration 18Q: 3 clusters Score -242267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -242270.531250 Penalty: 2575.793701
	Iteration 19Q: 3 clusters Score -242270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -242272.171875 Penalty: 2575.793701
	Iteration 20F: 3 clusters Score -242272.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -242273.046875 Penalty: 2575.793701
	Iteration 21Q: 3 clusters Score -242273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -242273.484375 Penalty: 2575.793701
	Iteration 22Q: 3 clusters Score -242273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -242273.484375 Penalty: 2575.793701
	Iteration 23F: 3 clusters Score -242273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -176978.031250 Penalty: 1237.726074
	Iteration 0F: 2 clusters Score -176978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -174880.078125 Penalty: 2475.452148
	Iteration 0F: 3 clusters Score -174880.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -175304.937500 Penalty: 2475.452148
	Iteration 1F: 3 clusters Score -175304.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -175399.937500 Penalty: 2475.452148
	Iteration 2F: 3 clusters Score -175399.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175448.671875 Penalty: 2475.452148
	Iteration 3Q: 3 clusters Score -175448.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -175475.265625 Penalty: 2475.452148
	Iteration 4Q: 3 clusters Score -175475.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175493.984375 Penalty: 2475.452148
	Iteration 5Q: 3 clusters Score -175494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -175508.453125 Penalty: 2475.452148
	Iteration 6Q: 3 clusters Score -175508.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -175520.875000 Penalty: 2475.452148
	Iteration 7Q: 3 clusters Score -175520.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -175533.062500 Penalty: 2475.452148
	Iteration 8Q: 3 clusters Score -175533.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -175542.421875 Penalty: 2475.452148
	Iteration 9Q: 3 clusters Score -175542.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175549.312500 Penalty: 2475.452148
	Iteration 10Q: 3 clusters Score -175549.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -175555.718750 Penalty: 2475.452148
	Iteration 11Q: 3 clusters Score -175555.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175560.359375 Penalty: 2475.452148
	Iteration 12Q: 3 clusters Score -175560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175562.328125 Penalty: 2475.452148
	Iteration 13Q: 3 clusters Score -175562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -175566.765625 Penalty: 2475.452148
	Iteration 14Q: 3 clusters Score -175566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -175571.390625 Penalty: 2475.452148
	Iteration 15Q: 3 clusters Score -175571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -175573.859375 Penalty: 2475.452148
	Iteration 16Q: 3 clusters Score -175573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -175576.859375 Penalty: 2475.452148
	Iteration 17Q: 3 clusters Score -175576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175578.765625 Penalty: 2475.452148
	Iteration 18Q: 3 clusters Score -175578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175581.703125 Penalty: 2475.452148
	Iteration 19Q: 3 clusters Score -175581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -175585.859375 Penalty: 2475.452148
	Iteration 20F: 3 clusters Score -175585.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175590.000000 Penalty: 2475.452148
	Iteration 21Q: 3 clusters Score -175590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -175592.812500 Penalty: 2475.452148
	Iteration 22Q: 3 clusters Score -175592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175593.921875 Penalty: 2475.452148
	Iteration 23Q: 3 clusters Score -175593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -175594.265625 Penalty: 2475.452148
	Iteration 24Q: 3 clusters Score -175594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175594.562500 Penalty: 2475.452148
	Iteration 25Q: 3 clusters Score -175594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175594.562500 Penalty: 2475.452148
	Iteration 26F: 3 clusters Score -175594.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -10914.051758 Penalty: 830.697998
	Iteration 0F: 2 clusters Score -10914.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10248.414062 Penalty: 1661.395996
	Iteration 0F: 3 clusters Score -10248.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10365.141602 Penalty: 1661.395996
	Iteration 1F: 3 clusters Score -10365.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10406.755859 Penalty: 1661.395996
	Iteration 2Q: 3 clusters Score -10406.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10422.554688 Penalty: 1661.395996
	Iteration 3Q: 3 clusters Score -10422.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10425.397461 Penalty: 1661.395996
	Iteration 4Q: 3 clusters Score -10425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10431.310547 Penalty: 1661.395996
	Iteration 5Q: 3 clusters Score -10431.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10435.888672 Penalty: 1661.395996
	Iteration 6Q: 3 clusters Score -10435.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -10448.590820 Penalty: 1661.395996
	Iteration 7Q: 3 clusters Score -10448.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10450.821289 Penalty: 1661.395996
	Iteration 8Q: 3 clusters Score -10450.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10450.821289 Penalty: 1661.395996
	Iteration 9F: 3 clusters Score -10450.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -722696.437500 Penalty: 1460.967041
	Iteration 0F: 2 clusters Score -722696.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -716764.250000 Penalty: 2921.934082
	Iteration 0F: 3 clusters Score -716764.2 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -718688.812500 Penalty: 2921.934082
	Iteration 1F: 3 clusters Score -718688.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -718876.312500 Penalty: 2921.934082
	Iteration 2F: 3 clusters Score -718876.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -719020.687500 Penalty: 2921.934082
	Iteration 3Q: 3 clusters Score -719020.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -719152.500000 Penalty: 2921.934082
	Iteration 4Q: 3 clusters Score -719152.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -719264.812500 Penalty: 2921.934082
	Iteration 5Q: 3 clusters Score -719264.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -719360.937500 Penalty: 2921.934082
	Iteration 6Q: 3 clusters Score -719360.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -719432.250000 Penalty: 2921.934082
	Iteration 7Q: 3 clusters Score -719432.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -719511.125000 Penalty: 2921.934082
	Iteration 8Q: 3 clusters Score -719511.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -719591.812500 Penalty: 2921.934082
	Iteration 9Q: 3 clusters Score -719591.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -719692.750000 Penalty: 2921.934082
	Iteration 10Q: 3 clusters Score -719692.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -719811.625000 Penalty: 2921.934082
	Iteration 11Q: 3 clusters Score -719811.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -719941.562500 Penalty: 2921.934082
	Iteration 12Q: 3 clusters Score -719941.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -720094.375000 Penalty: 2921.934082
	Iteration 13Q: 3 clusters Score -720094.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -720236.750000 Penalty: 2921.934082
	Iteration 14Q: 3 clusters Score -720236.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -720372.687500 Penalty: 2921.934082
	Iteration 15Q: 3 clusters Score -720372.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -720465.062500 Penalty: 2921.934082
	Iteration 16Q: 3 clusters Score -720465.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -720518.875000 Penalty: 2921.934082
	Iteration 17Q: 3 clusters Score -720518.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -720561.562500 Penalty: 2921.934082
	Iteration 18Q: 3 clusters Score -720561.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -720593.625000 Penalty: 2921.934082
	Iteration 19Q: 3 clusters Score -720593.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -720627.687500 Penalty: 2921.934082
	Iteration 20F: 3 clusters Score -720627.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -720660.187500 Penalty: 2921.934082
	Iteration 21Q: 3 clusters Score -720660.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -720688.312500 Penalty: 2921.934082
	Iteration 22Q: 3 clusters Score -720688.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -720716.812500 Penalty: 2921.934082
	Iteration 23Q: 3 clusters Score -720716.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -720746.125000 Penalty: 2921.934082
	Iteration 24Q: 3 clusters Score -720746.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -720776.375000 Penalty: 2921.934082
	Iteration 25Q: 3 clusters Score -720776.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -720812.250000 Penalty: 2921.934082
	Iteration 26Q: 3 clusters Score -720812.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -720862.000000 Penalty: 2921.934082
	Iteration 27Q: 3 clusters Score -720862 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -720916.187500 Penalty: 2921.934082
	Iteration 28Q: 3 clusters Score -720916.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -720970.250000 Penalty: 2921.934082
	Iteration 29Q: 3 clusters Score -720970.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -721015.312500 Penalty: 2921.934082
	Iteration 30Q: 3 clusters Score -721015.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -721045.312500 Penalty: 2921.934082
	Iteration 31Q: 3 clusters Score -721045.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -721078.687500 Penalty: 2921.934082
	Iteration 32Q: 3 clusters Score -721078.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -721117.000000 Penalty: 2921.934082
	Iteration 33Q: 3 clusters Score -721117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -721149.250000 Penalty: 2921.934082
	Iteration 34Q: 3 clusters Score -721149.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -721175.312500 Penalty: 2921.934082
	Iteration 35Q: 3 clusters Score -721175.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -721199.562500 Penalty: 2921.934082
	Iteration 36Q: 3 clusters Score -721199.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -721211.125000 Penalty: 2921.934082
	Iteration 37Q: 3 clusters Score -721211.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -721224.562500 Penalty: 2921.934082
	Iteration 38Q: 3 clusters Score -721224.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -721241.000000 Penalty: 2921.934082
	Iteration 39Q: 3 clusters Score -721241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -721248.625000 Penalty: 2921.934082
	Iteration 40F: 3 clusters Score -721248.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -721253.937500 Penalty: 2921.934082
	Iteration 41Q: 3 clusters Score -721253.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -721259.187500 Penalty: 2921.934082
	Iteration 42Q: 3 clusters Score -721259.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -721259.687500 Penalty: 2921.934082
	Iteration 43Q: 3 clusters Score -721259.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -721264.375000 Penalty: 2921.934082
	Iteration 44Q: 3 clusters Score -721264.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -721265.375000 Penalty: 2921.934082
	Iteration 45Q: 3 clusters Score -721265.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -721267.562500 Penalty: 2921.934082
	Iteration 46Q: 3 clusters Score -721267.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -721269.437500 Penalty: 2921.934082
	Iteration 47Q: 3 clusters Score -721269.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -721271.125000 Penalty: 2921.934082
	Iteration 48Q: 3 clusters Score -721271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -721270.187500 Penalty: 2921.934082
	Iteration 49Q: 3 clusters Score -721270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -721272.437500 Penalty: 2921.934082
	Iteration 50Q: 3 clusters Score -721272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -721273.187500 Penalty: 2921.934082
	Iteration 51Q: 3 clusters Score -721273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -721272.187500 Penalty: 2921.934082
	Iteration 52Q: 3 clusters Score -721272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -721273.000000 Penalty: 2921.934082
	Iteration 53Q: 3 clusters Score -721273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -721275.687500 Penalty: 2921.934082
	Iteration 54Q: 3 clusters Score -721275.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -721276.125000 Penalty: 2921.934082
	Iteration 55Q: 3 clusters Score -721276.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -721279.000000 Penalty: 2921.934082
	Iteration 56Q: 3 clusters Score -721279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -721279.250000 Penalty: 2921.934082
	Iteration 57Q: 3 clusters Score -721279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -721281.875000 Penalty: 2921.934082
	Iteration 58Q: 3 clusters Score -721281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -721285.187500 Penalty: 2921.934082
	Iteration 59Q: 3 clusters Score -721285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -721285.312500 Penalty: 2921.934082
	Iteration 60F: 3 clusters Score -721285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -721285.687500 Penalty: 2921.934082
	Iteration 61Q: 3 clusters Score -721285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -721285.062500 Penalty: 2921.934082
	Iteration 62Q: 3 clusters Score -721285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -721285.500000 Penalty: 2921.934082
	Iteration 63Q: 3 clusters Score -721285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -721286.437500 Penalty: 2921.934082
	Iteration 64Q: 3 clusters Score -721286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -721289.750000 Penalty: 2921.934082
	Iteration 65Q: 3 clusters Score -721289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -721288.562500 Penalty: 2921.934082
	Iteration 66Q: 3 clusters Score -721288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -721289.312500 Penalty: 2921.934082
	Iteration 67Q: 3 clusters Score -721289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -721290.625000 Penalty: 2921.934082
	Iteration 68Q: 3 clusters Score -721290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -721289.562500 Penalty: 2921.934082
	Iteration 69Q: 3 clusters Score -721289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -721291.187500 Penalty: 2921.934082
	Iteration 70Q: 3 clusters Score -721291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -721292.812500 Penalty: 2921.934082
	Iteration 71Q: 3 clusters Score -721292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -721295.125000 Penalty: 2921.934082
	Iteration 72Q: 3 clusters Score -721295.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -721295.312500 Penalty: 2921.934082
	Iteration 73Q: 3 clusters Score -721295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -721300.937500 Penalty: 2921.934082
	Iteration 74Q: 3 clusters Score -721300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -721305.375000 Penalty: 2921.934082
	Iteration 75Q: 3 clusters Score -721305.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -721311.250000 Penalty: 2921.934082
	Iteration 76Q: 3 clusters Score -721311.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -721312.125000 Penalty: 2921.934082
	Iteration 77Q: 3 clusters Score -721312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -721316.500000 Penalty: 2921.934082
	Iteration 78Q: 3 clusters Score -721316.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -721319.812500 Penalty: 2921.934082
	Iteration 79Q: 3 clusters Score -721319.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -721320.625000 Penalty: 2921.934082
	Iteration 80F: 3 clusters Score -721320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -721324.875000 Penalty: 2921.934082
	Iteration 81Q: 3 clusters Score -721324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -721328.625000 Penalty: 2921.934082
	Iteration 82Q: 3 clusters Score -721328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -721330.125000 Penalty: 2921.934082
	Iteration 83Q: 3 clusters Score -721330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -721331.687500 Penalty: 2921.934082
	Iteration 84Q: 3 clusters Score -721331.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -721331.937500 Penalty: 2921.934082
	Iteration 85Q: 3 clusters Score -721331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -721333.000000 Penalty: 2921.934082
	Iteration 86Q: 3 clusters Score -721333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -721338.187500 Penalty: 2921.934082
	Iteration 87Q: 3 clusters Score -721338.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -721337.312500 Penalty: 2921.934082
	Iteration 88Q: 3 clusters Score -721337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -721337.250000 Penalty: 2921.934082
	Iteration 89Q: 3 clusters Score -721337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -721338.437500 Penalty: 2921.934082
	Iteration 90Q: 3 clusters Score -721338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -721339.875000 Penalty: 2921.934082
	Iteration 91Q: 3 clusters Score -721339.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -721340.562500 Penalty: 2921.934082
	Iteration 92Q: 3 clusters Score -721340.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -721341.812500 Penalty: 2921.934082
	Iteration 93Q: 3 clusters Score -721341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -721342.437500 Penalty: 2921.934082
	Iteration 94Q: 3 clusters Score -721342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -721342.437500 Penalty: 2921.934082
	Iteration 95Q: 3 clusters Score -721342.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -721341.750000 Penalty: 2921.934082
	Iteration 96Q: 3 clusters Score -721341.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -721344.250000 Penalty: 2921.934082
	Iteration 97Q: 3 clusters Score -721344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -721343.812500 Penalty: 2921.934082
	Iteration 98Q: 3 clusters Score -721343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -721344.000000 Penalty: 2921.934082
	Iteration 99Q: 3 clusters Score -721344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -721344.875000 Penalty: 2921.934082
	Iteration 100F: 3 clusters Score -721344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -721344.187500 Penalty: 2921.934082
	Iteration 101Q: 3 clusters Score -721344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -721343.000000 Penalty: 2921.934082
	Iteration 102Q: 3 clusters Score -721343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -721345.062500 Penalty: 2921.934082
	Iteration 103Q: 3 clusters Score -721345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -721346.562500 Penalty: 2921.934082
	Iteration 104Q: 3 clusters Score -721346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -721348.937500 Penalty: 2921.934082
	Iteration 105Q: 3 clusters Score -721348.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -721348.250000 Penalty: 2921.934082
	Iteration 106Q: 3 clusters Score -721348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -721348.250000 Penalty: 2921.934082
	Iteration 107Q: 3 clusters Score -721348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -721350.000000 Penalty: 2921.934082
	Iteration 108Q: 3 clusters Score -721350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -721350.937500 Penalty: 2921.934082
	Iteration 109Q: 3 clusters Score -721350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -721351.187500 Penalty: 2921.934082
	Iteration 110Q: 3 clusters Score -721351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -721350.937500 Penalty: 2921.934082
	Iteration 111Q: 3 clusters Score -721350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -721351.312500 Penalty: 2921.934082
	Iteration 112Q: 3 clusters Score -721351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -721352.750000 Penalty: 2921.934082
	Iteration 113Q: 3 clusters Score -721352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -721351.937500 Penalty: 2921.934082
	Iteration 114Q: 3 clusters Score -721351.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -721353.437500 Penalty: 2921.934082
	Iteration 115Q: 3 clusters Score -721353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -721352.500000 Penalty: 2921.934082
	Iteration 116Q: 3 clusters Score -721352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -721353.250000 Penalty: 2921.934082
	Iteration 117Q: 3 clusters Score -721353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -721352.312500 Penalty: 2921.934082
	Iteration 118Q: 3 clusters Score -721352.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -721353.875000 Penalty: 2921.934082
	Iteration 119Q: 3 clusters Score -721353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -721354.562500 Penalty: 2921.934082
	Iteration 120F: 3 clusters Score -721354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -721354.375000 Penalty: 2921.934082
	Iteration 121Q: 3 clusters Score -721354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -721354.375000 Penalty: 2921.934082
	Iteration 122F: 3 clusters Score -721354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Entering Unmasked Estep 
Score: -1381788.125000 Penalty: 1565.392944
	Iteration 0F: 2 clusters Score -1381788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1371227.375000 Penalty: 3130.785889
	Iteration 0F: 3 clusters Score -1371227 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1374915.000000 Penalty: 3130.785889
	Iteration 1F: 3 clusters Score -1374915 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1375148.875000 Penalty: 3130.785889
	Iteration 2Q: 3 clusters Score -1375149 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1375351.875000 Penalty: 3130.785889
	Iteration 3Q: 3 clusters Score -1375352 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1375506.500000 Penalty: 3130.785889
	Iteration 4Q: 3 clusters Score -1375506 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1375637.875000 Penalty: 3130.785889
	Iteration 5Q: 3 clusters Score -1375638 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1375747.125000 Penalty: 3130.785889
	Iteration 6Q: 3 clusters Score -1375747 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1375856.625000 Penalty: 3130.785889
	Iteration 7Q: 3 clusters Score -1375857 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1375985.625000 Penalty: 3130.785889
	Iteration 8Q: 3 clusters Score -1375986 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1376146.375000 Penalty: 3130.785889
	Iteration 9Q: 3 clusters Score -1376146 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1376355.375000 Penalty: 3130.785889
	Iteration 10Q: 3 clusters Score -1376355 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1376631.125000 Penalty: 3130.785889
	Iteration 11Q: 3 clusters Score -1376631 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1377061.625000 Penalty: 3130.785889
	Iteration 12Q: 3 clusters Score -1377062 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1377565.250000 Penalty: 3130.785889
	Iteration 13Q: 3 clusters Score -1377565 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1378090.250000 Penalty: 3130.785889
	Iteration 14Q: 3 clusters Score -1378090 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1378553.750000 Penalty: 3130.785889
	Iteration 15Q: 3 clusters Score -1378554 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1378874.500000 Penalty: 3130.785889
	Iteration 16Q: 3 clusters Score -1378874 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1379090.750000 Penalty: 3130.785889
	Iteration 17Q: 3 clusters Score -1379091 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1379257.750000 Penalty: 3130.785889
	Iteration 18Q: 3 clusters Score -1379258 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1379403.500000 Penalty: 3130.785889
	Iteration 19Q: 3 clusters Score -1379404 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1379539.375000 Penalty: 3130.785889
	Iteration 20F: 3 clusters Score -1379539 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1379677.750000 Penalty: 3130.785889
	Iteration 21Q: 3 clusters Score -1379678 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1379776.375000 Penalty: 3130.785889
	Iteration 22Q: 3 clusters Score -1379776 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1379854.750000 Penalty: 3130.785889
	Iteration 23Q: 3 clusters Score -1379855 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1379917.125000 Penalty: 3130.785889
	Iteration 24Q: 3 clusters Score -1379917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1379977.375000 Penalty: 3130.785889
	Iteration 25Q: 3 clusters Score -1379977 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1380027.625000 Penalty: 3130.785889
	Iteration 26Q: 3 clusters Score -1380028 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1380072.250000 Penalty: 3130.785889
	Iteration 27Q: 3 clusters Score -1380072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1380096.000000 Penalty: 3130.785889
	Iteration 28Q: 3 clusters Score -1380096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1380117.375000 Penalty: 3130.785889
	Iteration 29Q: 3 clusters Score -1380117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1380131.875000 Penalty: 3130.785889
	Iteration 30Q: 3 clusters Score -1380132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1380142.375000 Penalty: 3130.785889
	Iteration 31Q: 3 clusters Score -1380142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1380153.000000 Penalty: 3130.785889
	Iteration 32Q: 3 clusters Score -1380153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1380158.750000 Penalty: 3130.785889
	Iteration 33Q: 3 clusters Score -1380159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1380163.750000 Penalty: 3130.785889
	Iteration 34Q: 3 clusters Score -1380164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1380175.375000 Penalty: 3130.785889
	Iteration 35Q: 3 clusters Score -1380175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1380182.625000 Penalty: 3130.785889
	Iteration 36Q: 3 clusters Score -1380183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1380187.625000 Penalty: 3130.785889
	Iteration 37Q: 3 clusters Score -1380188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1380198.375000 Penalty: 3130.785889
	Iteration 38Q: 3 clusters Score -1380198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1380196.750000 Penalty: 3130.785889
	Iteration 39Q: 3 clusters Score -1380197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1380201.375000 Penalty: 3130.785889
	Iteration 40F: 3 clusters Score -1380201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1380215.125000 Penalty: 3130.785889
	Iteration 41Q: 3 clusters Score -1380215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1380219.375000 Penalty: 3130.785889
	Iteration 42Q: 3 clusters Score -1380219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1380227.375000 Penalty: 3130.785889
	Iteration 43Q: 3 clusters Score -1380227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1380233.875000 Penalty: 3130.785889
	Iteration 44Q: 3 clusters Score -1380234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1380239.500000 Penalty: 3130.785889
	Iteration 45Q: 3 clusters Score -1380240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1380243.250000 Penalty: 3130.785889
	Iteration 46Q: 3 clusters Score -1380243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1380252.125000 Penalty: 3130.785889
	Iteration 47Q: 3 clusters Score -1380252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1380251.625000 Penalty: 3130.785889
	Iteration 48Q: 3 clusters Score -1380252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1380258.875000 Penalty: 3130.785889
	Iteration 49Q: 3 clusters Score -1380259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1380264.125000 Penalty: 3130.785889
	Iteration 50Q: 3 clusters Score -1380264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1380269.125000 Penalty: 3130.785889
	Iteration 51Q: 3 clusters Score -1380269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1380272.750000 Penalty: 3130.785889
	Iteration 52Q: 3 clusters Score -1380273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1380275.750000 Penalty: 3130.785889
	Iteration 53Q: 3 clusters Score -1380276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1380276.875000 Penalty: 3130.785889
	Iteration 54Q: 3 clusters Score -1380277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1380277.375000 Penalty: 3130.785889
	Iteration 55Q: 3 clusters Score -1380277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1380279.000000 Penalty: 3130.785889
	Iteration 56Q: 3 clusters Score -1380279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1380285.125000 Penalty: 3130.785889
	Iteration 57Q: 3 clusters Score -1380285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1380287.500000 Penalty: 3130.785889
	Iteration 58Q: 3 clusters Score -1380288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1380290.375000 Penalty: 3130.785889
	Iteration 59Q: 3 clusters Score -1380290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1380294.875000 Penalty: 3130.785889
	Iteration 60F: 3 clusters Score -1380295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1380295.500000 Penalty: 3130.785889
	Iteration 61Q: 3 clusters Score -1380296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1380293.750000 Penalty: 3130.785889
	Iteration 62Q: 3 clusters Score -1380294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1380296.250000 Penalty: 3130.785889
	Iteration 63Q: 3 clusters Score -1380296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1380300.125000 Penalty: 3130.785889
	Iteration 64Q: 3 clusters Score -1380300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1380300.375000 Penalty: 3130.785889
	Iteration 65Q: 3 clusters Score -1380300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1380301.000000 Penalty: 3130.785889
	Iteration 66Q: 3 clusters Score -1380301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1380304.750000 Penalty: 3130.785889
	Iteration 67Q: 3 clusters Score -1380305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1380305.625000 Penalty: 3130.785889
	Iteration 68Q: 3 clusters Score -1380306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1380310.250000 Penalty: 3130.785889
	Iteration 69Q: 3 clusters Score -1380310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1380313.250000 Penalty: 3130.785889
	Iteration 70Q: 3 clusters Score -1380313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1380313.625000 Penalty: 3130.785889
	Iteration 71Q: 3 clusters Score -1380314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1380313.250000 Penalty: 3130.785889
	Iteration 72Q: 3 clusters Score -1380313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1380317.000000 Penalty: 3130.785889
	Iteration 73Q: 3 clusters Score -1380317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1380316.250000 Penalty: 3130.785889
	Iteration 74Q: 3 clusters Score -1380316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1380315.625000 Penalty: 3130.785889
	Iteration 75Q: 3 clusters Score -1380316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1380319.000000 Penalty: 3130.785889
	Iteration 76Q: 3 clusters Score -1380319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1380318.250000 Penalty: 3130.785889
	Iteration 77Q: 3 clusters Score -1380318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1380317.000000 Penalty: 3130.785889
	Iteration 78Q: 3 clusters Score -1380317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1380318.375000 Penalty: 3130.785889
	Iteration 79Q: 3 clusters Score -1380318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1380320.375000 Penalty: 3130.785889
	Iteration 80F: 3 clusters Score -1380320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1380323.000000 Penalty: 3130.785889
	Iteration 81Q: 3 clusters Score -1380323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1380325.000000 Penalty: 3130.785889
	Iteration 82Q: 3 clusters Score -1380325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1380324.250000 Penalty: 3130.785889
	Iteration 83Q: 3 clusters Score -1380324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1380322.875000 Penalty: 3130.785889
	Iteration 84Q: 3 clusters Score -1380323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1380328.375000 Penalty: 3130.785889
	Iteration 85Q: 3 clusters Score -1380328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1380327.750000 Penalty: 3130.785889
	Iteration 86Q: 3 clusters Score -1380328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1380330.875000 Penalty: 3130.785889
	Iteration 87Q: 3 clusters Score -1380331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1380330.500000 Penalty: 3130.785889
	Iteration 88Q: 3 clusters Score -1380330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1380334.250000 Penalty: 3130.785889
	Iteration 89Q: 3 clusters Score -1380334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1380334.625000 Penalty: 3130.785889
	Iteration 90Q: 3 clusters Score -1380335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1380335.375000 Penalty: 3130.785889
	Iteration 91Q: 3 clusters Score -1380335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1380336.875000 Penalty: 3130.785889
	Iteration 92Q: 3 clusters Score -1380337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1380337.125000 Penalty: 3130.785889
	Iteration 93Q: 3 clusters Score -1380337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1380337.250000 Penalty: 3130.785889
	Iteration 94Q: 3 clusters Score -1380337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1380336.250000 Penalty: 3130.785889
	Iteration 95Q: 3 clusters Score -1380336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1380338.375000 Penalty: 3130.785889
	Iteration 96Q: 3 clusters Score -1380338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1380340.125000 Penalty: 3130.785889
	Iteration 97Q: 3 clusters Score -1380340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1380343.000000 Penalty: 3130.785889
	Iteration 98Q: 3 clusters Score -1380343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1380346.625000 Penalty: 3130.785889
	Iteration 99Q: 3 clusters Score -1380347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1380352.000000 Penalty: 3130.785889
	Iteration 100F: 3 clusters Score -1380352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1380355.750000 Penalty: 3130.785889
	Iteration 101Q: 3 clusters Score -1380356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1380357.250000 Penalty: 3130.785889
	Iteration 102Q: 3 clusters Score -1380357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1380356.750000 Penalty: 3130.785889
	Iteration 103Q: 3 clusters Score -1380357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1380359.625000 Penalty: 3130.785889
	Iteration 104Q: 3 clusters Score -1380360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1380359.875000 Penalty: 3130.785889
	Iteration 105Q: 3 clusters Score -1380360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1380356.750000 Penalty: 3130.785889
	Iteration 106Q: 3 clusters Score -1380357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1380358.500000 Penalty: 3130.785889
	Iteration 107Q: 3 clusters Score -1380358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1380358.500000 Penalty: 3130.785889
	Iteration 108Q: 3 clusters Score -1380358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1380359.125000 Penalty: 3130.785889
	Iteration 109Q: 3 clusters Score -1380359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1380359.375000 Penalty: 3130.785889
	Iteration 110Q: 3 clusters Score -1380359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1380358.500000 Penalty: 3130.785889
	Iteration 111Q: 3 clusters Score -1380358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1380362.750000 Penalty: 3130.785889
	Iteration 112Q: 3 clusters Score -1380363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1380364.250000 Penalty: 3130.785889
	Iteration 113Q: 3 clusters Score -1380364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1380364.875000 Penalty: 3130.785889
	Iteration 114Q: 3 clusters Score -1380365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1380365.000000 Penalty: 3130.785889
	Iteration 115Q: 3 clusters Score -1380365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1380366.125000 Penalty: 3130.785889
	Iteration 116Q: 3 clusters Score -1380366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1380365.875000 Penalty: 3130.785889
	Iteration 117Q: 3 clusters Score -1380366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1380366.750000 Penalty: 3130.785889
	Iteration 118Q: 3 clusters Score -1380367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1380368.375000 Penalty: 3130.785889
	Iteration 119Q: 3 clusters Score -1380368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1380369.875000 Penalty: 3130.785889
	Iteration 120F: 3 clusters Score -1380370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1380368.000000 Penalty: 3130.785889
	Iteration 121Q: 3 clusters Score -1380368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1380367.875000 Penalty: 3130.785889
	Iteration 122Q: 3 clusters Score -1380368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1380367.875000 Penalty: 3130.785889
	Iteration 123F: 3 clusters Score -1380368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -433649.000000 Penalty: 1382.345093
	Iteration 0F: 2 clusters Score -433649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -429687.218750 Penalty: 2764.690186
	Iteration 0F: 3 clusters Score -429687.2 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -430872.281250 Penalty: 2764.690186
	Iteration 1F: 3 clusters Score -430872.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -431033.250000 Penalty: 2764.690186
	Iteration 2F: 3 clusters Score -431033.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -431154.906250 Penalty: 2764.690186
	Iteration 3Q: 3 clusters Score -431154.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -431259.718750 Penalty: 2764.690186
	Iteration 4Q: 3 clusters Score -431259.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -431356.625000 Penalty: 2764.690186
	Iteration 5Q: 3 clusters Score -431356.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -431477.593750 Penalty: 2764.690186
	Iteration 6Q: 3 clusters Score -431477.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -431606.093750 Penalty: 2764.690186
	Iteration 7Q: 3 clusters Score -431606.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -431791.437500 Penalty: 2764.690186
	Iteration 8Q: 3 clusters Score -431791.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -432046.656250 Penalty: 2764.690186
	Iteration 9Q: 3 clusters Score -432046.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -432377.468750 Penalty: 2764.690186
	Iteration 10F: 3 clusters Score -432377.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -432671.906250 Penalty: 2764.690186
	Iteration 11F: 3 clusters Score -432671.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -432890.093750 Penalty: 2764.690186
	Iteration 12Q: 3 clusters Score -432890.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -433090.281250 Penalty: 2764.690186
	Iteration 13Q: 3 clusters Score -433090.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -433257.812500 Penalty: 2764.690186
	Iteration 14Q: 3 clusters Score -433257.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -433423.843750 Penalty: 2764.690186
	Iteration 15Q: 3 clusters Score -433423.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -433530.281250 Penalty: 2764.690186
	Iteration 16Q: 3 clusters Score -433530.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -433585.875000 Penalty: 2764.690186
	Iteration 17Q: 3 clusters Score -433585.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -433611.500000 Penalty: 2764.690186
	Iteration 18Q: 3 clusters Score -433611.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -433622.781250 Penalty: 2764.690186
	Iteration 19Q: 3 clusters Score -433622.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -433628.312500 Penalty: 2764.690186
	Iteration 20F: 3 clusters Score -433628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -433632.218750 Penalty: 2764.690186
	Iteration 21Q: 3 clusters Score -433632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -433635.156250 Penalty: 2764.690186
	Iteration 22Q: 3 clusters Score -433635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -433635.937500 Penalty: 2764.690186
	Iteration 23Q: 3 clusters Score -433635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -433637.343750 Penalty: 2764.690186
	Iteration 24Q: 3 clusters Score -433637.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -433637.406250 Penalty: 2764.690186
	Iteration 25Q: 3 clusters Score -433637.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -433637.406250 Penalty: 2764.690186
	Iteration 26F: 3 clusters Score -433637.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -808667.187500 Penalty: 1487.281128
	Iteration 0F: 2 clusters Score -808667.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -801856.000000 Penalty: 2974.562256
	Iteration 0F: 3 clusters Score -801856 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -803957.125000 Penalty: 2974.562256
	Iteration 1F: 3 clusters Score -803957.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -804163.687500 Penalty: 2974.562256
	Iteration 2F: 3 clusters Score -804163.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -804325.875000 Penalty: 2974.562256
	Iteration 3Q: 3 clusters Score -804325.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -804462.625000 Penalty: 2974.562256
	Iteration 4Q: 3 clusters Score -804462.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -804585.000000 Penalty: 2974.562256
	Iteration 5Q: 3 clusters Score -804585 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -804690.812500 Penalty: 2974.562256
	Iteration 6Q: 3 clusters Score -804690.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -804813.125000 Penalty: 2974.562256
	Iteration 7Q: 3 clusters Score -804813.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -804961.375000 Penalty: 2974.562256
	Iteration 8Q: 3 clusters Score -804961.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -805145.937500 Penalty: 2974.562256
	Iteration 9Q: 3 clusters Score -805145.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -805365.062500 Penalty: 2974.562256
	Iteration 10Q: 3 clusters Score -805365.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -805636.437500 Penalty: 2974.562256
	Iteration 11Q: 3 clusters Score -805636.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -805935.812500 Penalty: 2974.562256
	Iteration 12Q: 3 clusters Score -805935.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -806189.875000 Penalty: 2974.562256
	Iteration 13Q: 3 clusters Score -806189.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -806467.312500 Penalty: 2974.562256
	Iteration 14Q: 3 clusters Score -806467.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -806671.875000 Penalty: 2974.562256
	Iteration 15Q: 3 clusters Score -806671.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -806816.500000 Penalty: 2974.562256
	Iteration 16Q: 3 clusters Score -806816.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -806927.250000 Penalty: 2974.562256
	Iteration 17Q: 3 clusters Score -806927.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -807022.750000 Penalty: 2974.562256
	Iteration 18Q: 3 clusters Score -807022.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -807097.437500 Penalty: 2974.562256
	Iteration 19Q: 3 clusters Score -807097.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -807142.125000 Penalty: 2974.562256
	Iteration 20F: 3 clusters Score -807142.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -807188.250000 Penalty: 2974.562256
	Iteration 21Q: 3 clusters Score -807188.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -807211.250000 Penalty: 2974.562256
	Iteration 22Q: 3 clusters Score -807211.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -807234.250000 Penalty: 2974.562256
	Iteration 23Q: 3 clusters Score -807234.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -807256.687500 Penalty: 2974.562256
	Iteration 24Q: 3 clusters Score -807256.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -807274.625000 Penalty: 2974.562256
	Iteration 25Q: 3 clusters Score -807274.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -807282.937500 Penalty: 2974.562256
	Iteration 26Q: 3 clusters Score -807282.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -807294.187500 Penalty: 2974.562256
	Iteration 27Q: 3 clusters Score -807294.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -807302.625000 Penalty: 2974.562256
	Iteration 28Q: 3 clusters Score -807302.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -807312.500000 Penalty: 2974.562256
	Iteration 29Q: 3 clusters Score -807312.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -807321.687500 Penalty: 2974.562256
	Iteration 30Q: 3 clusters Score -807321.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -807325.375000 Penalty: 2974.562256
	Iteration 31Q: 3 clusters Score -807325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -807328.750000 Penalty: 2974.562256
	Iteration 32Q: 3 clusters Score -807328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -807333.125000 Penalty: 2974.562256
	Iteration 33Q: 3 clusters Score -807333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -807334.937500 Penalty: 2974.562256
	Iteration 34Q: 3 clusters Score -807334.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -807337.375000 Penalty: 2974.562256
	Iteration 35Q: 3 clusters Score -807337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -807340.937500 Penalty: 2974.562256
	Iteration 36Q: 3 clusters Score -807340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -807344.625000 Penalty: 2974.562256
	Iteration 37Q: 3 clusters Score -807344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -807344.125000 Penalty: 2974.562256
	Iteration 38Q: 3 clusters Score -807344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -807344.375000 Penalty: 2974.562256
	Iteration 39Q: 3 clusters Score -807344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -807344.250000 Penalty: 2974.562256
	Iteration 40F: 3 clusters Score -807344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -807349.562500 Penalty: 2974.562256
	Iteration 41Q: 3 clusters Score -807349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -807348.000000 Penalty: 2974.562256
	Iteration 42Q: 3 clusters Score -807348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -807349.312500 Penalty: 2974.562256
	Iteration 43Q: 3 clusters Score -807349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -807353.375000 Penalty: 2974.562256
	Iteration 44Q: 3 clusters Score -807353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -807355.000000 Penalty: 2974.562256
	Iteration 45Q: 3 clusters Score -807355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -807358.250000 Penalty: 2974.562256
	Iteration 46Q: 3 clusters Score -807358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -807360.750000 Penalty: 2974.562256
	Iteration 47Q: 3 clusters Score -807360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -807360.687500 Penalty: 2974.562256
	Iteration 48Q: 3 clusters Score -807360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -807361.750000 Penalty: 2974.562256
	Iteration 49Q: 3 clusters Score -807361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -807364.000000 Penalty: 2974.562256
	Iteration 50Q: 3 clusters Score -807364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -807364.812500 Penalty: 2974.562256
	Iteration 51Q: 3 clusters Score -807364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -807365.937500 Penalty: 2974.562256
	Iteration 52Q: 3 clusters Score -807365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -807365.312500 Penalty: 2974.562256
	Iteration 53Q: 3 clusters Score -807365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -807364.875000 Penalty: 2974.562256
	Iteration 54Q: 3 clusters Score -807364.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -807364.875000 Penalty: 2974.562256
	Iteration 55F: 3 clusters Score -807364.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -314773.937500 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -314773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -311765.062500 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -311765.1 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -312501.125000 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -312501.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -312638.906250 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -312638.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -312709.250000 Penalty: 2647.962646
	Iteration 3Q: 3 clusters Score -312709.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -312753.343750 Penalty: 2647.962646
	Iteration 4Q: 3 clusters Score -312753.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -312781.875000 Penalty: 2647.962646
	Iteration 5Q: 3 clusters Score -312781.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -312806.156250 Penalty: 2647.962646
	Iteration 6Q: 3 clusters Score -312806.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -312830.968750 Penalty: 2647.962646
	Iteration 7Q: 3 clusters Score -312831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -312851.531250 Penalty: 2647.962646
	Iteration 8Q: 3 clusters Score -312851.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -312867.968750 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -312868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -312881.968750 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -312882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -312903.750000 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -312903.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -312924.656250 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -312924.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -312945.531250 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -312945.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -312969.031250 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -312969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -312990.250000 Penalty: 2647.962646
	Iteration 15Q: 3 clusters Score -312990.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -313003.687500 Penalty: 2647.962646
	Iteration 16Q: 3 clusters Score -313003.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -313018.156250 Penalty: 2647.962646
	Iteration 17Q: 3 clusters Score -313018.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -313037.906250 Penalty: 2647.962646
	Iteration 18Q: 3 clusters Score -313037.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -313056.062500 Penalty: 2647.962646
	Iteration 19Q: 3 clusters Score -313056.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -313069.343750 Penalty: 2647.962646
	Iteration 20F: 3 clusters Score -313069.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -313081.093750 Penalty: 2647.962646
	Iteration 21Q: 3 clusters Score -313081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -313091.687500 Penalty: 2647.962646
	Iteration 22Q: 3 clusters Score -313091.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -313104.625000 Penalty: 2647.962646
	Iteration 23Q: 3 clusters Score -313104.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -313116.718750 Penalty: 2647.962646
	Iteration 24Q: 3 clusters Score -313116.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -313132.906250 Penalty: 2647.962646
	Iteration 25Q: 3 clusters Score -313132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -313147.687500 Penalty: 2647.962646
	Iteration 26Q: 3 clusters Score -313147.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -313161.406250 Penalty: 2647.962646
	Iteration 27Q: 3 clusters Score -313161.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -313174.468750 Penalty: 2647.962646
	Iteration 28Q: 3 clusters Score -313174.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -313185.500000 Penalty: 2647.962646
	Iteration 29Q: 3 clusters Score -313185.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -313199.312500 Penalty: 2647.962646
	Iteration 30Q: 3 clusters Score -313199.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -313212.718750 Penalty: 2647.962646
	Iteration 31Q: 3 clusters Score -313212.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -313226.250000 Penalty: 2647.962646
	Iteration 32Q: 3 clusters Score -313226.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -313241.968750 Penalty: 2647.962646
	Iteration 33Q: 3 clusters Score -313242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -313259.656250 Penalty: 2647.962646
	Iteration 34Q: 3 clusters Score -313259.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -313278.187500 Penalty: 2647.962646
	Iteration 35Q: 3 clusters Score -313278.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -313298.781250 Penalty: 2647.962646
	Iteration 36Q: 3 clusters Score -313298.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -313316.031250 Penalty: 2647.962646
	Iteration 37Q: 3 clusters Score -313316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -313329.062500 Penalty: 2647.962646
	Iteration 38Q: 3 clusters Score -313329.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -313348.187500 Penalty: 2647.962646
	Iteration 39Q: 3 clusters Score -313348.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -313369.437500 Penalty: 2647.962646
	Iteration 40F: 3 clusters Score -313369.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -313394.156250 Penalty: 2647.962646
	Iteration 41Q: 3 clusters Score -313394.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -313407.750000 Penalty: 2647.962646
	Iteration 42Q: 3 clusters Score -313407.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -313419.531250 Penalty: 2647.962646
	Iteration 43Q: 3 clusters Score -313419.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -313436.593750 Penalty: 2647.962646
	Iteration 44Q: 3 clusters Score -313436.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -313444.312500 Penalty: 2647.962646
	Iteration 45Q: 3 clusters Score -313444.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -313451.781250 Penalty: 2647.962646
	Iteration 46Q: 3 clusters Score -313451.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -313460.062500 Penalty: 2647.962646
	Iteration 47Q: 3 clusters Score -313460.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -313468.031250 Penalty: 2647.962646
	Iteration 48Q: 3 clusters Score -313468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -313477.000000 Penalty: 2647.962646
	Iteration 49Q: 3 clusters Score -313477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -313490.562500 Penalty: 2647.962646
	Iteration 50Q: 3 clusters Score -313490.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -313503.625000 Penalty: 2647.962646
	Iteration 51Q: 3 clusters Score -313503.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -313509.343750 Penalty: 2647.962646
	Iteration 52Q: 3 clusters Score -313509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -313514.906250 Penalty: 2647.962646
	Iteration 53Q: 3 clusters Score -313514.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -313525.000000 Penalty: 2647.962646
	Iteration 54Q: 3 clusters Score -313525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -313534.343750 Penalty: 2647.962646
	Iteration 55Q: 3 clusters Score -313534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -313541.781250 Penalty: 2647.962646
	Iteration 56Q: 3 clusters Score -313541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -313547.500000 Penalty: 2647.962646
	Iteration 57Q: 3 clusters Score -313547.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -313554.093750 Penalty: 2647.962646
	Iteration 58Q: 3 clusters Score -313554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -313559.187500 Penalty: 2647.962646
	Iteration 59Q: 3 clusters Score -313559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -313564.312500 Penalty: 2647.962646
	Iteration 60F: 3 clusters Score -313564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -313570.031250 Penalty: 2647.962646
	Iteration 61Q: 3 clusters Score -313570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -313571.156250 Penalty: 2647.962646
	Iteration 62Q: 3 clusters Score -313571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -313571.593750 Penalty: 2647.962646
	Iteration 63Q: 3 clusters Score -313571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -313573.468750 Penalty: 2647.962646
	Iteration 64Q: 3 clusters Score -313573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -313574.718750 Penalty: 2647.962646
	Iteration 65Q: 3 clusters Score -313574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -313574.718750 Penalty: 2647.962646
	Iteration 66F: 3 clusters Score -313574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -686387.125000 Penalty: 1461.027710
	Iteration 0F: 2 clusters Score -686387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -680483.125000 Penalty: 2922.055420
	Iteration 0F: 3 clusters Score -680483.1 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -682325.875000 Penalty: 2922.055420
	Iteration 1F: 3 clusters Score -682325.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -682581.625000 Penalty: 2922.055420
	Iteration 2F: 3 clusters Score -682581.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -682792.687500 Penalty: 2922.055420
	Iteration 3F: 3 clusters Score -682792.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -682997.625000 Penalty: 2922.055420
	Iteration 4Q: 3 clusters Score -682997.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -683245.812500 Penalty: 2922.055420
	Iteration 5F: 3 clusters Score -683245.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -683538.625000 Penalty: 2922.055420
	Iteration 6Q: 3 clusters Score -683538.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -683879.562500 Penalty: 2922.055420
	Iteration 7F: 3 clusters Score -683879.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -684209.812500 Penalty: 2922.055420
	Iteration 8Q: 3 clusters Score -684209.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -684498.625000 Penalty: 2922.055420
	Iteration 9Q: 3 clusters Score -684498.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -684695.312500 Penalty: 2922.055420
	Iteration 10Q: 3 clusters Score -684695.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -684842.312500 Penalty: 2922.055420
	Iteration 11Q: 3 clusters Score -684842.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -684929.062500 Penalty: 2922.055420
	Iteration 12Q: 3 clusters Score -684929.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -684974.500000 Penalty: 2922.055420
	Iteration 13Q: 3 clusters Score -684974.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -685002.812500 Penalty: 2922.055420
	Iteration 14Q: 3 clusters Score -685002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -685019.125000 Penalty: 2922.055420
	Iteration 15Q: 3 clusters Score -685019.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -685029.187500 Penalty: 2922.055420
	Iteration 16Q: 3 clusters Score -685029.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -685044.437500 Penalty: 2922.055420
	Iteration 17Q: 3 clusters Score -685044.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -685058.437500 Penalty: 2922.055420
	Iteration 18Q: 3 clusters Score -685058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -685073.500000 Penalty: 2922.055420
	Iteration 19Q: 3 clusters Score -685073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -685081.750000 Penalty: 2922.055420
	Iteration 20F: 3 clusters Score -685081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -685083.562500 Penalty: 2922.055420
	Iteration 21Q: 3 clusters Score -685083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -685083.375000 Penalty: 2922.055420
	Iteration 22Q: 3 clusters Score -685083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -685083.375000 Penalty: 2922.055420
	Iteration 23F: 3 clusters Score -685083.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -242453.031250 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -242453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -239764.968750 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -239765 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -240659.062500 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -240659.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -240993.468750 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -240993.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -241264.156250 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -241264.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -241517.375000 Penalty: 2599.677246
	Iteration 4F: 3 clusters Score -241517.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -241722.500000 Penalty: 2599.677246
	Iteration 5F: 3 clusters Score -241722.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -241853.812500 Penalty: 2599.677246
	Iteration 6F: 3 clusters Score -241853.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -241929.281250 Penalty: 2599.677246
	Iteration 7Q: 3 clusters Score -241929.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -241973.203125 Penalty: 2599.677246
	Iteration 8Q: 3 clusters Score -241973.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -242005.593750 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -242005.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -242029.343750 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -242029.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -242042.562500 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -242042.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -242053.750000 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -242053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -242063.406250 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -242063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -242071.890625 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -242071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -242076.187500 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -242076.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -242078.093750 Penalty: 2599.677246
	Iteration 16Q: 3 clusters Score -242078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -242078.296875 Penalty: 2599.677246
	Iteration 17Q: 3 clusters Score -242078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -242079.140625 Penalty: 2599.677246
	Iteration 18Q: 3 clusters Score -242079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -242078.953125 Penalty: 2599.677246
	Iteration 19Q: 3 clusters Score -242079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -242079.328125 Penalty: 2599.677246
	Iteration 20F: 3 clusters Score -242079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -242079.515625 Penalty: 2599.677246
	Iteration 21Q: 3 clusters Score -242079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -242079.515625 Penalty: 2599.677246
	Iteration 22F: 3 clusters Score -242079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (283834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283834 members 
Entering Unmasked Estep 
Score: -25424470.000000 Penalty: 2040.373535
	Iteration 0F: 2 clusters Score -2.542447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 142306 members 
Entering Unmasked Estep 
Score: -25243724.000000 Penalty: 4080.747070
	Iteration 0F: 3 clusters Score -2.524372e+07 nChanged 138265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132613 members 
Mstep: Class 2 contains 151221 members 
Entering Unmasked Estep 
Score: -25327180.000000 Penalty: 4080.747070
	Iteration 1F: 3 clusters Score -2.532718e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 156068 members 
Entering Unmasked Estep 
Score: -25330038.000000 Penalty: 4080.747070
	Iteration 2Q: 3 clusters Score -2.533004e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120049 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -25334132.000000 Penalty: 4080.747070
	Iteration 3Q: 3 clusters Score -2.533413e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108406 members 
Mstep: Class 2 contains 175428 members 
Entering Unmasked Estep 
Score: -25341380.000000 Penalty: 4080.747070
	Iteration 4F: 3 clusters Score -2.534138e+07 nChanged 18638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 191854 members 
Entering Unmasked Estep 
Score: -25352842.000000 Penalty: 4080.747070
	Iteration 5F: 3 clusters Score -2.535284e+07 nChanged 21254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 211484 members 
Entering Unmasked Estep 
Score: -25368178.000000 Penalty: 4080.747070
	Iteration 6F: 3 clusters Score -2.536818e+07 nChanged 20175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 230087 members 
Entering Unmasked Estep 
Score: -25385704.000000 Penalty: 4080.747070
	Iteration 7F: 3 clusters Score -2.53857e+07 nChanged 14865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 242920 members 
Entering Unmasked Estep 
Score: -25398264.000000 Penalty: 4080.747070
	Iteration 8F: 3 clusters Score -2.539826e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 250469 members 
Entering Unmasked Estep 
Score: -25406110.000000 Penalty: 4080.747070
	Iteration 9Q: 3 clusters Score -2.540611e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 254719 members 
Entering Unmasked Estep 
Score: -25410706.000000 Penalty: 4080.747070
	Iteration 10Q: 3 clusters Score -2.541071e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 257167 members 
Entering Unmasked Estep 
Score: -25413468.000000 Penalty: 4080.747070
	Iteration 11Q: 3 clusters Score -2.541347e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 258779 members 
Entering Unmasked Estep 
Score: -25414964.000000 Penalty: 4080.747070
	Iteration 12Q: 3 clusters Score -2.541496e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 259977 members 
Entering Unmasked Estep 
Score: -25415876.000000 Penalty: 4080.747070
	Iteration 13Q: 3 clusters Score -2.541588e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 260910 members 
Entering Unmasked Estep 
Score: -25416436.000000 Penalty: 4080.747070
	Iteration 14Q: 3 clusters Score -2.541644e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 261731 members 
Entering Unmasked Estep 
Score: -25416860.000000 Penalty: 4080.747070
	Iteration 15Q: 3 clusters Score -2.541686e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 262448 members 
Entering Unmasked Estep 
Score: -25417144.000000 Penalty: 4080.747070
	Iteration 16Q: 3 clusters Score -2.541714e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 263169 members 
Entering Unmasked Estep 
Score: -25417516.000000 Penalty: 4080.747070
	Iteration 17Q: 3 clusters Score -2.541752e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 263856 members 
Entering Unmasked Estep 
Score: -25417796.000000 Penalty: 4080.747070
	Iteration 18Q: 3 clusters Score -2.54178e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 264552 members 
Entering Unmasked Estep 
Score: -25418042.000000 Penalty: 4080.747070
	Iteration 19Q: 3 clusters Score -2.541804e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 265225 members 
Entering Unmasked Estep 
Score: -25418242.000000 Penalty: 4080.747070
	Iteration 20F: 3 clusters Score -2.541824e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 265883 members 
Entering Unmasked Estep 
Score: -25418358.000000 Penalty: 4080.747070
	Iteration 21Q: 3 clusters Score -2.541836e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 266525 members 
Entering Unmasked Estep 
Score: -25418596.000000 Penalty: 4080.747070
	Iteration 22Q: 3 clusters Score -2.54186e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 267149 members 
Entering Unmasked Estep 
Score: -25418728.000000 Penalty: 4080.747070
	Iteration 23Q: 3 clusters Score -2.541873e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 267740 members 
Entering Unmasked Estep 
Score: -25418826.000000 Penalty: 4080.747070
	Iteration 24Q: 3 clusters Score -2.541883e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 268322 members 
Entering Unmasked Estep 
Score: -25419058.000000 Penalty: 4080.747070
	Iteration 25Q: 3 clusters Score -2.541906e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 268902 members 
Entering Unmasked Estep 
Score: -25419212.000000 Penalty: 4080.747070
	Iteration 26Q: 3 clusters Score -2.541921e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 269521 members 
Entering Unmasked Estep 
Score: -25419398.000000 Penalty: 4080.747070
	Iteration 27Q: 3 clusters Score -2.54194e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 270116 members 
Entering Unmasked Estep 
Score: -25419502.000000 Penalty: 4080.747070
	Iteration 28Q: 3 clusters Score -2.54195e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 270692 members 
Entering Unmasked Estep 
Score: -25419596.000000 Penalty: 4080.747070
	Iteration 29Q: 3 clusters Score -2.54196e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 271228 members 
Entering Unmasked Estep 
Score: -25419684.000000 Penalty: 4080.747070
	Iteration 30Q: 3 clusters Score -2.541968e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 271732 members 
Entering Unmasked Estep 
Score: -25419910.000000 Penalty: 4080.747070
	Iteration 31Q: 3 clusters Score -2.541991e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 272210 members 
Entering Unmasked Estep 
Score: -25420004.000000 Penalty: 4080.747070
	Iteration 32Q: 3 clusters Score -2.542e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 272680 members 
Entering Unmasked Estep 
Score: -25420142.000000 Penalty: 4080.747070
	Iteration 33Q: 3 clusters Score -2.542014e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 273162 members 
Entering Unmasked Estep 
Score: -25420318.000000 Penalty: 4080.747070
	Iteration 34Q: 3 clusters Score -2.542032e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 273630 members 
Entering Unmasked Estep 
Score: -25420386.000000 Penalty: 4080.747070
	Iteration 35Q: 3 clusters Score -2.542039e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 274100 members 
Entering Unmasked Estep 
Score: -25420566.000000 Penalty: 4080.747070
	Iteration 36Q: 3 clusters Score -2.542057e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 274553 members 
Entering Unmasked Estep 
Score: -25420728.000000 Penalty: 4080.747070
	Iteration 37Q: 3 clusters Score -2.542073e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 274968 members 
Entering Unmasked Estep 
Score: -25420888.000000 Penalty: 4080.747070
	Iteration 38Q: 3 clusters Score -2.542089e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 275361 members 
Entering Unmasked Estep 
Score: -25420974.000000 Penalty: 4080.747070
	Iteration 39Q: 3 clusters Score -2.542097e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 275731 members 
Entering Unmasked Estep 
Score: -25421066.000000 Penalty: 4080.747070
	Iteration 40F: 3 clusters Score -2.542107e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 276085 members 
Entering Unmasked Estep 
Score: -25421204.000000 Penalty: 4080.747070
	Iteration 41Q: 3 clusters Score -2.54212e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 276435 members 
Entering Unmasked Estep 
Score: -25421312.000000 Penalty: 4080.747070
	Iteration 42Q: 3 clusters Score -2.542131e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 276744 members 
Entering Unmasked Estep 
Score: -25421426.000000 Penalty: 4080.747070
	Iteration 43Q: 3 clusters Score -2.542143e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 277039 members 
Entering Unmasked Estep 
Score: -25421508.000000 Penalty: 4080.747070
	Iteration 44Q: 3 clusters Score -2.542151e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 277320 members 
Entering Unmasked Estep 
Score: -25421638.000000 Penalty: 4080.747070
	Iteration 45Q: 3 clusters Score -2.542164e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 277589 members 
Entering Unmasked Estep 
Score: -25421714.000000 Penalty: 4080.747070
	Iteration 46Q: 3 clusters Score -2.542171e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 277854 members 
Entering Unmasked Estep 
Score: -25421800.000000 Penalty: 4080.747070
	Iteration 47Q: 3 clusters Score -2.54218e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 278097 members 
Entering Unmasked Estep 
Score: -25421910.000000 Penalty: 4080.747070
	Iteration 48Q: 3 clusters Score -2.542191e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 278318 members 
Entering Unmasked Estep 
Score: -25421994.000000 Penalty: 4080.747070
	Iteration 49Q: 3 clusters Score -2.542199e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 278542 members 
Entering Unmasked Estep 
Score: -25422014.000000 Penalty: 4080.747070
	Iteration 50Q: 3 clusters Score -2.542201e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 278740 members 
Entering Unmasked Estep 
Score: -25422102.000000 Penalty: 4080.747070
	Iteration 51Q: 3 clusters Score -2.54221e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 278946 members 
Entering Unmasked Estep 
Score: -25422198.000000 Penalty: 4080.747070
	Iteration 52Q: 3 clusters Score -2.54222e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 279128 members 
Entering Unmasked Estep 
Score: -25422312.000000 Penalty: 4080.747070
	Iteration 53Q: 3 clusters Score -2.542231e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 279286 members 
Entering Unmasked Estep 
Score: -25422360.000000 Penalty: 4080.747070
	Iteration 54Q: 3 clusters Score -2.542236e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 279415 members 
Entering Unmasked Estep 
Score: -25422386.000000 Penalty: 4080.747070
	Iteration 55Q: 3 clusters Score -2.542239e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 279530 members 
Entering Unmasked Estep 
Score: -25422436.000000 Penalty: 4080.747070
	Iteration 56Q: 3 clusters Score -2.542244e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 279631 members 
Entering Unmasked Estep 
Score: -25422428.000000 Penalty: 4080.747070
	Iteration 57Q: 3 clusters Score -2.542243e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 279736 members 
Entering Unmasked Estep 
Score: -25422516.000000 Penalty: 4080.747070
	Iteration 58Q: 3 clusters Score -2.542252e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 279816 members 
Entering Unmasked Estep 
Score: -25422540.000000 Penalty: 4080.747070
	Iteration 59Q: 3 clusters Score -2.542254e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 279902 members 
Entering Unmasked Estep 
Score: -25422582.000000 Penalty: 4080.747070
	Iteration 60F: 3 clusters Score -2.542258e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 279974 members 
Entering Unmasked Estep 
Score: -25422620.000000 Penalty: 4080.747070
	Iteration 61Q: 3 clusters Score -2.542262e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 280029 members 
Entering Unmasked Estep 
Score: -25422642.000000 Penalty: 4080.747070
	Iteration 62Q: 3 clusters Score -2.542264e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 280068 members 
Entering Unmasked Estep 
Score: -25422658.000000 Penalty: 4080.747070
	Iteration 63Q: 3 clusters Score -2.542266e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 280111 members 
Entering Unmasked Estep 
Score: -25422644.000000 Penalty: 4080.747070
	Iteration 64Q: 3 clusters Score -2.542264e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 280161 members 
Entering Unmasked Estep 
Score: -25422684.000000 Penalty: 4080.747070
	Iteration 65Q: 3 clusters Score -2.542268e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 280212 members 
Entering Unmasked Estep 
Score: -25422684.000000 Penalty: 4080.747070
	Iteration 66Q: 3 clusters Score -2.542268e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 280267 members 
Entering Unmasked Estep 
Score: -25422744.000000 Penalty: 4080.747070
	Iteration 67Q: 3 clusters Score -2.542274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 280314 members 
Entering Unmasked Estep 
Score: -25422758.000000 Penalty: 4080.747070
	Iteration 68Q: 3 clusters Score -2.542276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 280348 members 
Entering Unmasked Estep 
Score: -25422770.000000 Penalty: 4080.747070
	Iteration 69Q: 3 clusters Score -2.542277e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 280367 members 
Entering Unmasked Estep 
Score: -25422794.000000 Penalty: 4080.747070
	Iteration 70Q: 3 clusters Score -2.542279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 280391 members 
Entering Unmasked Estep 
Score: -25422798.000000 Penalty: 4080.747070
	Iteration 71Q: 3 clusters Score -2.54228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 280418 members 
Entering Unmasked Estep 
Score: -25422810.000000 Penalty: 4080.747070
	Iteration 72Q: 3 clusters Score -2.542281e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 280444 members 
Entering Unmasked Estep 
Score: -25422796.000000 Penalty: 4080.747070
	Iteration 73Q: 3 clusters Score -2.54228e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 280461 members 
Entering Unmasked Estep 
Score: -25422818.000000 Penalty: 4080.747070
	Iteration 74Q: 3 clusters Score -2.542282e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 280484 members 
Entering Unmasked Estep 
Score: -25422844.000000 Penalty: 4080.747070
	Iteration 75Q: 3 clusters Score -2.542284e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 280518 members 
Entering Unmasked Estep 
Score: -25422836.000000 Penalty: 4080.747070
	Iteration 76Q: 3 clusters Score -2.542284e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 280566 members 
Entering Unmasked Estep 
Score: -25422862.000000 Penalty: 4080.747070
	Iteration 77Q: 3 clusters Score -2.542286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 280605 members 
Entering Unmasked Estep 
Score: -25422868.000000 Penalty: 4080.747070
	Iteration 78Q: 3 clusters Score -2.542287e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 280635 members 
Entering Unmasked Estep 
Score: -25422882.000000 Penalty: 4080.747070
	Iteration 79Q: 3 clusters Score -2.542288e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 280658 members 
Entering Unmasked Estep 
Score: -25422888.000000 Penalty: 4080.747070
	Iteration 80F: 3 clusters Score -2.542289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 280675 members 
Entering Unmasked Estep 
Score: -25422880.000000 Penalty: 4080.747070
	Iteration 81Q: 3 clusters Score -2.542288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 280690 members 
Entering Unmasked Estep 
Score: -25422866.000000 Penalty: 4080.747070
	Iteration 82Q: 3 clusters Score -2.542287e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 280710 members 
Entering Unmasked Estep 
Score: -25422888.000000 Penalty: 4080.747070
	Iteration 83Q: 3 clusters Score -2.542289e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 280732 members 
Entering Unmasked Estep 
Score: -25422894.000000 Penalty: 4080.747070
	Iteration 84Q: 3 clusters Score -2.542289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 280747 members 
Entering Unmasked Estep 
Score: -25422896.000000 Penalty: 4080.747070
	Iteration 85Q: 3 clusters Score -2.54229e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 280755 members 
Entering Unmasked Estep 
Score: -25422888.000000 Penalty: 4080.747070
	Iteration 86Q: 3 clusters Score -2.542289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 280762 members 
Entering Unmasked Estep 
Score: -25422888.000000 Penalty: 4080.747070
	Iteration 87Q: 3 clusters Score -2.542289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 280765 members 
Entering Unmasked Estep 
Score: -25422882.000000 Penalty: 4080.747070
	Iteration 88Q: 3 clusters Score -2.542288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 280770 members 
Entering Unmasked Estep 
Score: -25422900.000000 Penalty: 4080.747070
	Iteration 89Q: 3 clusters Score -2.54229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 280772 members 
Entering Unmasked Estep 
Score: -25422904.000000 Penalty: 4080.747070
	Iteration 90Q: 3 clusters Score -2.54229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 280772 members 
Entering Unmasked Estep 
Score: -25422912.000000 Penalty: 4080.747070
	Iteration 91Q: 3 clusters Score -2.542291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 280773 members 
Entering Unmasked Estep 
Score: -25422916.000000 Penalty: 4080.747070
	Iteration 92Q: 3 clusters Score -2.542292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 280775 members 
Entering Unmasked Estep 
Score: -25422926.000000 Penalty: 4080.747070
	Iteration 93Q: 3 clusters Score -2.542293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 280774 members 
Entering Unmasked Estep 
Score: -25422926.000000 Penalty: 4080.747070
	Iteration 94Q: 3 clusters Score -2.542293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 280775 members 
Entering Unmasked Estep 
Score: -25422922.000000 Penalty: 4080.747070
	Iteration 95Q: 3 clusters Score -2.542292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 280773 members 
Entering Unmasked Estep 
Score: -25422924.000000 Penalty: 4080.747070
	Iteration 96Q: 3 clusters Score -2.542292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 280775 members 
Entering Unmasked Estep 
Score: -25422936.000000 Penalty: 4080.747070
	Iteration 97Q: 3 clusters Score -2.542294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 280778 members 
Entering Unmasked Estep 
Score: -25422936.000000 Penalty: 4080.747070
	Iteration 98Q: 3 clusters Score -2.542294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 280781 members 
Entering Unmasked Estep 
Score: -25422936.000000 Penalty: 4080.747070
	Iteration 99Q: 3 clusters Score -2.542294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 280786 members 
Entering Unmasked Estep 
Score: -25422956.000000 Penalty: 4080.747070
	Iteration 100F: 3 clusters Score -2.542296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 280789 members 
Entering Unmasked Estep 
Score: -25422940.000000 Penalty: 4080.747070
	Iteration 101Q: 3 clusters Score -2.542294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 280789 members 
Entering Unmasked Estep 
Score: -25422938.000000 Penalty: 4080.747070
	Iteration 102Q: 3 clusters Score -2.542294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 280790 members 
Entering Unmasked Estep 
Score: -25422950.000000 Penalty: 4080.747070
	Iteration 103Q: 3 clusters Score -2.542295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 280792 members 
Entering Unmasked Estep 
Score: -25422940.000000 Penalty: 4080.747070
	Iteration 104Q: 3 clusters Score -2.542294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 280794 members 
Entering Unmasked Estep 
Score: -25422940.000000 Penalty: 4080.747070
	Iteration 105Q: 3 clusters Score -2.542294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 280795 members 
Entering Unmasked Estep 
Score: -25422944.000000 Penalty: 4080.747070
	Iteration 106Q: 3 clusters Score -2.542294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 280798 members 
Entering Unmasked Estep 
Score: -25422938.000000 Penalty: 4080.747070
	Iteration 107Q: 3 clusters Score -2.542294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 280803 members 
Entering Unmasked Estep 
Score: -25422938.000000 Penalty: 4080.747070
	Iteration 108Q: 3 clusters Score -2.542294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 280805 members 
Entering Unmasked Estep 
Score: -25422942.000000 Penalty: 4080.747070
	Iteration 109Q: 3 clusters Score -2.542294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 280807 members 
Entering Unmasked Estep 
Score: -25422938.000000 Penalty: 4080.747070
	Iteration 110Q: 3 clusters Score -2.542294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 280809 members 
Entering Unmasked Estep 
Score: -25422928.000000 Penalty: 4080.747070
	Iteration 111Q: 3 clusters Score -2.542293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 280810 members 
Entering Unmasked Estep 
Score: -25422926.000000 Penalty: 4080.747070
	Iteration 112Q: 3 clusters Score -2.542293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 280809 members 
Entering Unmasked Estep 
Score: -25422942.000000 Penalty: 4080.747070
	Iteration 113Q: 3 clusters Score -2.542294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 280807 members 
Entering Unmasked Estep 
Score: -25422932.000000 Penalty: 4080.747070
	Iteration 114Q: 3 clusters Score -2.542293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 280808 members 
Entering Unmasked Estep 
Score: -25422930.000000 Penalty: 4080.747070
	Iteration 115Q: 3 clusters Score -2.542293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 280808 members 
Entering Unmasked Estep 
Score: -25422930.000000 Penalty: 4080.747070
	Iteration 116F: 3 clusters Score -2.542293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -362809.468750 Penalty: 1346.968506
	Iteration 0F: 2 clusters Score -362809.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -359471.812500 Penalty: 2693.937012
	Iteration 0F: 3 clusters Score -359471.8 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -360403.343750 Penalty: 2693.937012
	Iteration 1F: 3 clusters Score -360403.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -360559.562500 Penalty: 2693.937012
	Iteration 2F: 3 clusters Score -360559.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -360640.000000 Penalty: 2693.937012
	Iteration 3Q: 3 clusters Score -360640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -360695.312500 Penalty: 2693.937012
	Iteration 4Q: 3 clusters Score -360695.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -360732.718750 Penalty: 2693.937012
	Iteration 5Q: 3 clusters Score -360732.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -360761.437500 Penalty: 2693.937012
	Iteration 6Q: 3 clusters Score -360761.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -360781.187500 Penalty: 2693.937012
	Iteration 7Q: 3 clusters Score -360781.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -360797.093750 Penalty: 2693.937012
	Iteration 8Q: 3 clusters Score -360797.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -360804.437500 Penalty: 2693.937012
	Iteration 9Q: 3 clusters Score -360804.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -360810.781250 Penalty: 2693.937012
	Iteration 10Q: 3 clusters Score -360810.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -360818.250000 Penalty: 2693.937012
	Iteration 11Q: 3 clusters Score -360818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -360824.187500 Penalty: 2693.937012
	Iteration 12Q: 3 clusters Score -360824.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -360830.593750 Penalty: 2693.937012
	Iteration 13Q: 3 clusters Score -360830.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -360837.156250 Penalty: 2693.937012
	Iteration 14Q: 3 clusters Score -360837.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -360847.343750 Penalty: 2693.937012
	Iteration 15Q: 3 clusters Score -360847.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -360858.968750 Penalty: 2693.937012
	Iteration 16Q: 3 clusters Score -360859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -360871.218750 Penalty: 2693.937012
	Iteration 17Q: 3 clusters Score -360871.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -360884.281250 Penalty: 2693.937012
	Iteration 18Q: 3 clusters Score -360884.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -360896.437500 Penalty: 2693.937012
	Iteration 19Q: 3 clusters Score -360896.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -360904.000000 Penalty: 2693.937012
	Iteration 20F: 3 clusters Score -360904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -360909.250000 Penalty: 2693.937012
	Iteration 21Q: 3 clusters Score -360909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -360915.562500 Penalty: 2693.937012
	Iteration 22Q: 3 clusters Score -360915.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -360920.093750 Penalty: 2693.937012
	Iteration 23Q: 3 clusters Score -360920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -360930.468750 Penalty: 2693.937012
	Iteration 24Q: 3 clusters Score -360930.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -360941.437500 Penalty: 2693.937012
	Iteration 25Q: 3 clusters Score -360941.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -360950.218750 Penalty: 2693.937012
	Iteration 26Q: 3 clusters Score -360950.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -360962.875000 Penalty: 2693.937012
	Iteration 27Q: 3 clusters Score -360962.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -360975.500000 Penalty: 2693.937012
	Iteration 28Q: 3 clusters Score -360975.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -360989.750000 Penalty: 2693.937012
	Iteration 29Q: 3 clusters Score -360989.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -361007.562500 Penalty: 2693.937012
	Iteration 30Q: 3 clusters Score -361007.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -361022.812500 Penalty: 2693.937012
	Iteration 31Q: 3 clusters Score -361022.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -361037.343750 Penalty: 2693.937012
	Iteration 32Q: 3 clusters Score -361037.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -361054.437500 Penalty: 2693.937012
	Iteration 33Q: 3 clusters Score -361054.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -361082.000000 Penalty: 2693.937012
	Iteration 34Q: 3 clusters Score -361082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -361110.781250 Penalty: 2693.937012
	Iteration 35Q: 3 clusters Score -361110.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -361149.187500 Penalty: 2693.937012
	Iteration 36Q: 3 clusters Score -361149.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -361198.593750 Penalty: 2693.937012
	Iteration 37Q: 3 clusters Score -361198.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -361257.062500 Penalty: 2693.937012
	Iteration 38Q: 3 clusters Score -361257.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -361306.750000 Penalty: 2693.937012
	Iteration 39Q: 3 clusters Score -361306.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -361341.281250 Penalty: 2693.937012
	Iteration 40F: 3 clusters Score -361341.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -361362.031250 Penalty: 2693.937012
	Iteration 41Q: 3 clusters Score -361362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -361377.062500 Penalty: 2693.937012
	Iteration 42Q: 3 clusters Score -361377.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -361393.812500 Penalty: 2693.937012
	Iteration 43Q: 3 clusters Score -361393.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -361412.406250 Penalty: 2693.937012
	Iteration 44Q: 3 clusters Score -361412.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -361428.656250 Penalty: 2693.937012
	Iteration 45Q: 3 clusters Score -361428.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -361445.843750 Penalty: 2693.937012
	Iteration 46Q: 3 clusters Score -361445.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -361466.093750 Penalty: 2693.937012
	Iteration 47Q: 3 clusters Score -361466.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -361487.468750 Penalty: 2693.937012
	Iteration 48Q: 3 clusters Score -361487.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -361499.156250 Penalty: 2693.937012
	Iteration 49Q: 3 clusters Score -361499.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -361508.218750 Penalty: 2693.937012
	Iteration 50Q: 3 clusters Score -361508.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -361516.406250 Penalty: 2693.937012
	Iteration 51Q: 3 clusters Score -361516.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -361523.218750 Penalty: 2693.937012
	Iteration 52Q: 3 clusters Score -361523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -361528.843750 Penalty: 2693.937012
	Iteration 53Q: 3 clusters Score -361528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -361537.250000 Penalty: 2693.937012
	Iteration 54Q: 3 clusters Score -361537.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -361540.812500 Penalty: 2693.937012
	Iteration 55Q: 3 clusters Score -361540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -361544.656250 Penalty: 2693.937012
	Iteration 56Q: 3 clusters Score -361544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -361546.000000 Penalty: 2693.937012
	Iteration 57Q: 3 clusters Score -361546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -361548.250000 Penalty: 2693.937012
	Iteration 58Q: 3 clusters Score -361548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -361550.781250 Penalty: 2693.937012
	Iteration 59Q: 3 clusters Score -361550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -361552.093750 Penalty: 2693.937012
	Iteration 60F: 3 clusters Score -361552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -361553.531250 Penalty: 2693.937012
	Iteration 61Q: 3 clusters Score -361553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -361555.593750 Penalty: 2693.937012
	Iteration 62Q: 3 clusters Score -361555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -361558.281250 Penalty: 2693.937012
	Iteration 63Q: 3 clusters Score -361558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -361563.093750 Penalty: 2693.937012
	Iteration 64Q: 3 clusters Score -361563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -361570.250000 Penalty: 2693.937012
	Iteration 65Q: 3 clusters Score -361570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -361577.875000 Penalty: 2693.937012
	Iteration 66Q: 3 clusters Score -361577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -361581.812500 Penalty: 2693.937012
	Iteration 67Q: 3 clusters Score -361581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -361585.906250 Penalty: 2693.937012
	Iteration 68Q: 3 clusters Score -361585.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -361588.656250 Penalty: 2693.937012
	Iteration 69Q: 3 clusters Score -361588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -361589.375000 Penalty: 2693.937012
	Iteration 70Q: 3 clusters Score -361589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -361590.968750 Penalty: 2693.937012
	Iteration 71Q: 3 clusters Score -361591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -361591.781250 Penalty: 2693.937012
	Iteration 72Q: 3 clusters Score -361591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -361591.781250 Penalty: 2693.937012
	Iteration 73F: 3 clusters Score -361591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -465903.968750 Penalty: 1388.752563
	Iteration 0F: 2 clusters Score -465904 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 2528 members 
Entering Unmasked Estep 
Score: -461819.375000 Penalty: 2777.505127
	Iteration 0F: 3 clusters Score -461819.4 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -462904.593750 Penalty: 2777.505127
	Iteration 1F: 3 clusters Score -462904.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -463085.031250 Penalty: 2777.505127
	Iteration 2F: 3 clusters Score -463085 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -463211.906250 Penalty: 2777.505127
	Iteration 3F: 3 clusters Score -463211.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -463310.375000 Penalty: 2777.505127
	Iteration 4Q: 3 clusters Score -463310.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -463394.968750 Penalty: 2777.505127
	Iteration 5Q: 3 clusters Score -463395 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -463456.187500 Penalty: 2777.505127
	Iteration 6Q: 3 clusters Score -463456.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -463513.437500 Penalty: 2777.505127
	Iteration 7Q: 3 clusters Score -463513.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -463589.656250 Penalty: 2777.505127
	Iteration 8Q: 3 clusters Score -463589.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -463662.906250 Penalty: 2777.505127
	Iteration 9Q: 3 clusters Score -463662.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -463742.781250 Penalty: 2777.505127
	Iteration 10Q: 3 clusters Score -463742.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -463825.250000 Penalty: 2777.505127
	Iteration 11Q: 3 clusters Score -463825.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -463911.437500 Penalty: 2777.505127
	Iteration 12Q: 3 clusters Score -463911.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -464021.187500 Penalty: 2777.505127
	Iteration 13Q: 3 clusters Score -464021.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -464124.906250 Penalty: 2777.505127
	Iteration 14Q: 3 clusters Score -464124.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -464234.093750 Penalty: 2777.505127
	Iteration 15Q: 3 clusters Score -464234.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -464328.062500 Penalty: 2777.505127
	Iteration 16Q: 3 clusters Score -464328.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -464403.781250 Penalty: 2777.505127
	Iteration 17Q: 3 clusters Score -464403.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -464453.343750 Penalty: 2777.505127
	Iteration 18Q: 3 clusters Score -464453.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -464497.250000 Penalty: 2777.505127
	Iteration 19Q: 3 clusters Score -464497.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -464523.093750 Penalty: 2777.505127
	Iteration 20F: 3 clusters Score -464523.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -464541.625000 Penalty: 2777.505127
	Iteration 21Q: 3 clusters Score -464541.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -464565.500000 Penalty: 2777.505127
	Iteration 22Q: 3 clusters Score -464565.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -464583.375000 Penalty: 2777.505127
	Iteration 23Q: 3 clusters Score -464583.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -464597.125000 Penalty: 2777.505127
	Iteration 24Q: 3 clusters Score -464597.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -464604.468750 Penalty: 2777.505127
	Iteration 25Q: 3 clusters Score -464604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -464612.937500 Penalty: 2777.505127
	Iteration 26Q: 3 clusters Score -464612.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -464622.250000 Penalty: 2777.505127
	Iteration 27Q: 3 clusters Score -464622.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -464629.156250 Penalty: 2777.505127
	Iteration 28Q: 3 clusters Score -464629.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -464633.375000 Penalty: 2777.505127
	Iteration 29Q: 3 clusters Score -464633.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -464641.562500 Penalty: 2777.505127
	Iteration 30Q: 3 clusters Score -464641.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -464644.437500 Penalty: 2777.505127
	Iteration 31Q: 3 clusters Score -464644.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -464647.375000 Penalty: 2777.505127
	Iteration 32Q: 3 clusters Score -464647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -464650.843750 Penalty: 2777.505127
	Iteration 33Q: 3 clusters Score -464650.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -464653.500000 Penalty: 2777.505127
	Iteration 34Q: 3 clusters Score -464653.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -464653.875000 Penalty: 2777.505127
	Iteration 35Q: 3 clusters Score -464653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -464656.656250 Penalty: 2777.505127
	Iteration 36Q: 3 clusters Score -464656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -464657.562500 Penalty: 2777.505127
	Iteration 37Q: 3 clusters Score -464657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -464658.156250 Penalty: 2777.505127
	Iteration 38Q: 3 clusters Score -464658.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -464659.437500 Penalty: 2777.505127
	Iteration 39Q: 3 clusters Score -464659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -464661.562500 Penalty: 2777.505127
	Iteration 40F: 3 clusters Score -464661.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -464664.875000 Penalty: 2777.505127
	Iteration 41Q: 3 clusters Score -464664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -464667.437500 Penalty: 2777.505127
	Iteration 42Q: 3 clusters Score -464667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -464667.281250 Penalty: 2777.505127
	Iteration 43Q: 3 clusters Score -464667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -464668.187500 Penalty: 2777.505127
	Iteration 44Q: 3 clusters Score -464668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -464669.156250 Penalty: 2777.505127
	Iteration 45Q: 3 clusters Score -464669.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -464669.750000 Penalty: 2777.505127
	Iteration 46Q: 3 clusters Score -464669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -464671.406250 Penalty: 2777.505127
	Iteration 47Q: 3 clusters Score -464671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -464674.250000 Penalty: 2777.505127
	Iteration 48Q: 3 clusters Score -464674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -464674.781250 Penalty: 2777.505127
	Iteration 49Q: 3 clusters Score -464674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -464674.781250 Penalty: 2777.505127
	Iteration 50F: 3 clusters Score -464674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -170803.406250 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -170803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -168731.703125 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -168731.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -169237.046875 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -169237 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -169350.390625 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -169350.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -169414.078125 Penalty: 2478.001221
	Iteration 3Q: 3 clusters Score -169414.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -169464.250000 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -169464.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -169510.437500 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -169510.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -169568.875000 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -169568.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -169637.421875 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -169637.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -169720.937500 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -169720.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -169817.718750 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -169817.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -169916.843750 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -169916.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -170003.671875 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -170003.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -170065.765625 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -170065.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -170100.734375 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -170100.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -170130.187500 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -170130.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -170143.796875 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -170143.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -170157.531250 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -170157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -170170.343750 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -170170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -170174.437500 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -170174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -170178.187500 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -170178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -170182.375000 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -170182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -170184.875000 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -170184.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -170185.484375 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -170185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -170185.484375 Penalty: 2478.001221
	Iteration 23F: 3 clusters Score -170185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 137774 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283834 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692308.000000 Penalty: 40666.277344
Iteration 199Q: 20 clusters Score -4.569231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 137773 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283835 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692304.000000 Penalty: 40666.277344
Iteration 200F: 20 clusters Score -4.56923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 137768 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283835 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692324.000000 Penalty: 40666.277344
Iteration 201Q: 20 clusters Score -4.569232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 137760 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283832 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692328.000000 Penalty: 40666.277344
Iteration 202Q: 20 clusters Score -4.569233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 137755 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 15282 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283833 members 
Mstep: Class 19 contains 3981 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 40666.277344
Iteration 203Q: 20 clusters Score -4.569234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 137750 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283832 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692344.000000 Penalty: 40666.277344
Iteration 204Q: 20 clusters Score -4.569234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 137745 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283834 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692364.000000 Penalty: 40666.277344
Iteration 205Q: 20 clusters Score -4.569236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4452 members 
Mstep: Class 3 contains 137738 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283834 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692348.000000 Penalty: 40666.277344
Iteration 206Q: 20 clusters Score -4.569235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 137732 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8024 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283837 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692372.000000 Penalty: 40666.277344
Iteration 207Q: 20 clusters Score -4.569237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 137723 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8026 members 
Mstep: Class 10 contains 15286 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283838 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 40666.277344
Iteration 208Q: 20 clusters Score -4.569234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 137714 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15285 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283842 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692348.000000 Penalty: 40666.277344
Iteration 209Q: 20 clusters Score -4.569235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 137707 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283841 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692328.000000 Penalty: 40666.277344
Iteration 210Q: 20 clusters Score -4.569233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4475 members 
Mstep: Class 3 contains 137704 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15288 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283841 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692332.000000 Penalty: 40666.277344
Iteration 211Q: 20 clusters Score -4.569233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 137701 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15289 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283842 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692336.000000 Penalty: 40666.277344
Iteration 212Q: 20 clusters Score -4.569234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 137698 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15290 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283843 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692308.000000 Penalty: 40666.277344
Iteration 213Q: 20 clusters Score -4.569231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 137697 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283844 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692320.000000 Penalty: 40666.277344
Iteration 214Q: 20 clusters Score -4.569232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 137696 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283844 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692324.000000 Penalty: 40666.277344
Iteration 215Q: 20 clusters Score -4.569232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 137696 members 
Mstep: Class 4 contains 13185 members 
Mstep: Class 5 contains 7639 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 2032 members 
Mstep: Class 8 contains 166 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 14 contains 9437 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 16 contains 8030 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 283844 members 
Mstep: Class 19 contains 3984 members 
Mstep: Class 20 contains 5147 members 
Mstep: Class 21 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692324.000000 Penalty: 40666.277344
Iteration 216F: 20 clusters Score -4.569232e+07 nChanged 0
Entering ConstructFrom: 
Score: -45692324.000000 Penalty: 40666.277344
Entering ConstructFrom: 
Trying to split cluster 1 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -877199.000000 Penalty: 1494.767822
	Iteration 0F: 2 clusters Score -877199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -870150.687500 Penalty: 2989.535645
	Iteration 0F: 3 clusters Score -870150.7 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -872450.812500 Penalty: 2989.535645
	Iteration 1F: 3 clusters Score -872450.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -872699.062500 Penalty: 2989.535645
	Iteration 2F: 3 clusters Score -872699.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -872913.687500 Penalty: 2989.535645
	Iteration 3F: 3 clusters Score -872913.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -873153.687500 Penalty: 2989.535645
	Iteration 4Q: 3 clusters Score -873153.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -873449.750000 Penalty: 2989.535645
	Iteration 5F: 3 clusters Score -873449.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -873756.375000 Penalty: 2989.535645
	Iteration 6F: 3 clusters Score -873756.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -874088.000000 Penalty: 2989.535645
	Iteration 7Q: 3 clusters Score -874088 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -874486.937500 Penalty: 2989.535645
	Iteration 8F: 3 clusters Score -874486.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -874903.312500 Penalty: 2989.535645
	Iteration 9Q: 3 clusters Score -874903.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -875246.687500 Penalty: 2989.535645
	Iteration 10Q: 3 clusters Score -875246.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -875481.187500 Penalty: 2989.535645
	Iteration 11Q: 3 clusters Score -875481.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -875648.562500 Penalty: 2989.535645
	Iteration 12Q: 3 clusters Score -875648.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -875774.062500 Penalty: 2989.535645
	Iteration 13Q: 3 clusters Score -875774.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -875871.125000 Penalty: 2989.535645
	Iteration 14Q: 3 clusters Score -875871.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -875932.125000 Penalty: 2989.535645
	Iteration 15Q: 3 clusters Score -875932.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -875974.312500 Penalty: 2989.535645
	Iteration 16Q: 3 clusters Score -875974.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -876002.562500 Penalty: 2989.535645
	Iteration 17Q: 3 clusters Score -876002.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -876023.562500 Penalty: 2989.535645
	Iteration 18Q: 3 clusters Score -876023.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -876043.562500 Penalty: 2989.535645
	Iteration 19Q: 3 clusters Score -876043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -876060.750000 Penalty: 2989.535645
	Iteration 20F: 3 clusters Score -876060.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -876077.812500 Penalty: 2989.535645
	Iteration 21Q: 3 clusters Score -876077.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -876092.625000 Penalty: 2989.535645
	Iteration 22Q: 3 clusters Score -876092.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -876106.687500 Penalty: 2989.535645
	Iteration 23Q: 3 clusters Score -876106.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -876110.812500 Penalty: 2989.535645
	Iteration 24Q: 3 clusters Score -876110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -876118.312500 Penalty: 2989.535645
	Iteration 25Q: 3 clusters Score -876118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -876122.312500 Penalty: 2989.535645
	Iteration 26Q: 3 clusters Score -876122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -876130.187500 Penalty: 2989.535645
	Iteration 27Q: 3 clusters Score -876130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -876134.312500 Penalty: 2989.535645
	Iteration 28Q: 3 clusters Score -876134.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -876135.750000 Penalty: 2989.535645
	Iteration 29Q: 3 clusters Score -876135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -876138.125000 Penalty: 2989.535645
	Iteration 30Q: 3 clusters Score -876138.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -876143.687500 Penalty: 2989.535645
	Iteration 31Q: 3 clusters Score -876143.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -876147.812500 Penalty: 2989.535645
	Iteration 32Q: 3 clusters Score -876147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -876150.812500 Penalty: 2989.535645
	Iteration 33Q: 3 clusters Score -876150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -876152.500000 Penalty: 2989.535645
	Iteration 34Q: 3 clusters Score -876152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -876153.187500 Penalty: 2989.535645
	Iteration 35Q: 3 clusters Score -876153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -876155.937500 Penalty: 2989.535645
	Iteration 36Q: 3 clusters Score -876155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -876155.500000 Penalty: 2989.535645
	Iteration 37Q: 3 clusters Score -876155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -876157.125000 Penalty: 2989.535645
	Iteration 38Q: 3 clusters Score -876157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -876157.125000 Penalty: 2989.535645
	Iteration 39F: 3 clusters Score -876157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Entering Unmasked Estep 
Score: -402078.312500 Penalty: 1366.053711
	Iteration 0F: 2 clusters Score -402078.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -398427.187500 Penalty: 2732.107422
	Iteration 0F: 3 clusters Score -398427.2 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -399439.718750 Penalty: 2732.107422
	Iteration 1F: 3 clusters Score -399439.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -399585.093750 Penalty: 2732.107422
	Iteration 2F: 3 clusters Score -399585.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -399675.187500 Penalty: 2732.107422
	Iteration 3Q: 3 clusters Score -399675.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -399736.031250 Penalty: 2732.107422
	Iteration 4Q: 3 clusters Score -399736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -399786.312500 Penalty: 2732.107422
	Iteration 5Q: 3 clusters Score -399786.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -399835.343750 Penalty: 2732.107422
	Iteration 6Q: 3 clusters Score -399835.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -399882.250000 Penalty: 2732.107422
	Iteration 7Q: 3 clusters Score -399882.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -399925.156250 Penalty: 2732.107422
	Iteration 8Q: 3 clusters Score -399925.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -399980.312500 Penalty: 2732.107422
	Iteration 9Q: 3 clusters Score -399980.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -400037.593750 Penalty: 2732.107422
	Iteration 10Q: 3 clusters Score -400037.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -400099.750000 Penalty: 2732.107422
	Iteration 11Q: 3 clusters Score -400099.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -400166.781250 Penalty: 2732.107422
	Iteration 12Q: 3 clusters Score -400166.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -400242.156250 Penalty: 2732.107422
	Iteration 13Q: 3 clusters Score -400242.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -400330.500000 Penalty: 2732.107422
	Iteration 14Q: 3 clusters Score -400330.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -400400.031250 Penalty: 2732.107422
	Iteration 15Q: 3 clusters Score -400400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -400467.812500 Penalty: 2732.107422
	Iteration 16Q: 3 clusters Score -400467.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -400539.968750 Penalty: 2732.107422
	Iteration 17Q: 3 clusters Score -400540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -400606.281250 Penalty: 2732.107422
	Iteration 18Q: 3 clusters Score -400606.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -400658.718750 Penalty: 2732.107422
	Iteration 19Q: 3 clusters Score -400658.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -400698.062500 Penalty: 2732.107422
	Iteration 20F: 3 clusters Score -400698.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -400732.593750 Penalty: 2732.107422
	Iteration 21Q: 3 clusters Score -400732.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -400764.156250 Penalty: 2732.107422
	Iteration 22Q: 3 clusters Score -400764.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -400784.250000 Penalty: 2732.107422
	Iteration 23Q: 3 clusters Score -400784.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -400802.531250 Penalty: 2732.107422
	Iteration 24Q: 3 clusters Score -400802.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -400816.187500 Penalty: 2732.107422
	Iteration 25Q: 3 clusters Score -400816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -400823.593750 Penalty: 2732.107422
	Iteration 26Q: 3 clusters Score -400823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -400827.406250 Penalty: 2732.107422
	Iteration 27Q: 3 clusters Score -400827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -400833.625000 Penalty: 2732.107422
	Iteration 28Q: 3 clusters Score -400833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -400840.218750 Penalty: 2732.107422
	Iteration 29Q: 3 clusters Score -400840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -400843.906250 Penalty: 2732.107422
	Iteration 30Q: 3 clusters Score -400843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -400846.656250 Penalty: 2732.107422
	Iteration 31Q: 3 clusters Score -400846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -400848.937500 Penalty: 2732.107422
	Iteration 32Q: 3 clusters Score -400848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -400851.531250 Penalty: 2732.107422
	Iteration 33Q: 3 clusters Score -400851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -400851.531250 Penalty: 2732.107422
	Iteration 34F: 3 clusters Score -400851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137696 members 
Entering Unmasked Estep 
Score: -11921922.000000 Penalty: 1922.830566
	Iteration 0F: 2 clusters Score -1.192192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -11829217.000000 Penalty: 3845.661133
	Iteration 0F: 3 clusters Score -1.182922e+07 nChanged 66308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -11868013.000000 Penalty: 3845.661133
	Iteration 1F: 3 clusters Score -1.186801e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -11868553.000000 Penalty: 3845.661133
	Iteration 2Q: 3 clusters Score -1.186855e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -11869340.000000 Penalty: 3845.661133
	Iteration 3Q: 3 clusters Score -1.186934e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -11870453.000000 Penalty: 3845.661133
	Iteration 4Q: 3 clusters Score -1.187045e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -11872430.000000 Penalty: 3845.661133
	Iteration 5Q: 3 clusters Score -1.187243e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -11875756.000000 Penalty: 3845.661133
	Iteration 6Q: 3 clusters Score -1.187576e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -11881382.000000 Penalty: 3845.661133
	Iteration 7F: 3 clusters Score -1.188138e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -11889018.000000 Penalty: 3845.661133
	Iteration 8F: 3 clusters Score -1.188902e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -11897030.000000 Penalty: 3845.661133
	Iteration 9F: 3 clusters Score -1.189703e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -11903030.000000 Penalty: 3845.661133
	Iteration 10F: 3 clusters Score -1.190303e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 118008 members 
Entering Unmasked Estep 
Score: -11906685.000000 Penalty: 3845.661133
	Iteration 11Q: 3 clusters Score -1.190668e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 121457 members 
Entering Unmasked Estep 
Score: -11909095.000000 Penalty: 3845.661133
	Iteration 12Q: 3 clusters Score -1.19091e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 124483 members 
Entering Unmasked Estep 
Score: -11911073.000000 Penalty: 3845.661133
	Iteration 13Q: 3 clusters Score -1.191107e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 127229 members 
Entering Unmasked Estep 
Score: -11912892.000000 Penalty: 3845.661133
	Iteration 14Q: 3 clusters Score -1.191289e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
Score: -11914428.000000 Penalty: 3845.661133
	Iteration 15Q: 3 clusters Score -1.191443e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -11915885.000000 Penalty: 3845.661133
	Iteration 16Q: 3 clusters Score -1.191588e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 133365 members 
Entering Unmasked Estep 
Score: -11917139.000000 Penalty: 3845.661133
	Iteration 17Q: 3 clusters Score -1.191714e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 134697 members 
Entering Unmasked Estep 
Score: -11918095.000000 Penalty: 3845.661133
	Iteration 18Q: 3 clusters Score -1.19181e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -11918863.000000 Penalty: 3845.661133
	Iteration 19Q: 3 clusters Score -1.191886e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -11919403.000000 Penalty: 3845.661133
	Iteration 20F: 3 clusters Score -1.19194e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -11919746.000000 Penalty: 3845.661133
	Iteration 21Q: 3 clusters Score -1.191975e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -11919965.000000 Penalty: 3845.661133
	Iteration 22Q: 3 clusters Score -1.191996e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -11920084.000000 Penalty: 3845.661133
	Iteration 23Q: 3 clusters Score -1.192008e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 137242 members 
Entering Unmasked Estep 
Score: -11920143.000000 Penalty: 3845.661133
	Iteration 24Q: 3 clusters Score -1.192014e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 137273 members 
Entering Unmasked Estep 
Score: -11920184.000000 Penalty: 3845.661133
	Iteration 25Q: 3 clusters Score -1.192018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 137297 members 
Entering Unmasked Estep 
Score: -11920216.000000 Penalty: 3845.661133
	Iteration 26Q: 3 clusters Score -1.192022e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -11920236.000000 Penalty: 3845.661133
	Iteration 27Q: 3 clusters Score -1.192024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 137323 members 
Entering Unmasked Estep 
Score: -11920243.000000 Penalty: 3845.661133
	Iteration 28Q: 3 clusters Score -1.192024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 137333 members 
Entering Unmasked Estep 
Score: -11920258.000000 Penalty: 3845.661133
	Iteration 29Q: 3 clusters Score -1.192026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 137342 members 
Entering Unmasked Estep 
Score: -11920288.000000 Penalty: 3845.661133
	Iteration 30Q: 3 clusters Score -1.192029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 137350 members 
Entering Unmasked Estep 
Score: -11920292.000000 Penalty: 3845.661133
	Iteration 31Q: 3 clusters Score -1.192029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 137355 members 
Entering Unmasked Estep 
Score: -11920305.000000 Penalty: 3845.661133
	Iteration 32Q: 3 clusters Score -1.19203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 137361 members 
Entering Unmasked Estep 
Score: -11920310.000000 Penalty: 3845.661133
	Iteration 33Q: 3 clusters Score -1.192031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 137362 members 
Entering Unmasked Estep 
Score: -11920306.000000 Penalty: 3845.661133
	Iteration 34Q: 3 clusters Score -1.192031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 137363 members 
Entering Unmasked Estep 
Score: -11920303.000000 Penalty: 3845.661133
	Iteration 35Q: 3 clusters Score -1.19203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 137364 members 
Entering Unmasked Estep 
Score: -11920304.000000 Penalty: 3845.661133
	Iteration 36Q: 3 clusters Score -1.19203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 137365 members 
Entering Unmasked Estep 
Score: -11920304.000000 Penalty: 3845.661133
	Iteration 37Q: 3 clusters Score -1.19203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -11920304.000000 Penalty: 3845.661133
	Iteration 38Q: 3 clusters Score -1.19203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -11920303.000000 Penalty: 3845.661133
	Iteration 39Q: 3 clusters Score -1.19203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -11920303.000000 Penalty: 3845.661133
	Iteration 40F: 3 clusters Score -1.19203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1170001.250000 Penalty: 1541.610718
	Iteration 0F: 2 clusters Score -1170001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1160727.875000 Penalty: 3083.221436
	Iteration 0F: 3 clusters Score -1160728 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1163849.125000 Penalty: 3083.221436
	Iteration 1F: 3 clusters Score -1163849 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1164078.000000 Penalty: 3083.221436
	Iteration 2F: 3 clusters Score -1164078 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1164274.125000 Penalty: 3083.221436
	Iteration 3Q: 3 clusters Score -1164274 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1164453.000000 Penalty: 3083.221436
	Iteration 4Q: 3 clusters Score -1164453 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1164623.000000 Penalty: 3083.221436
	Iteration 5Q: 3 clusters Score -1164623 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1164832.625000 Penalty: 3083.221436
	Iteration 6Q: 3 clusters Score -1164833 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1165119.500000 Penalty: 3083.221436
	Iteration 7Q: 3 clusters Score -1165120 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1165541.625000 Penalty: 3083.221436
	Iteration 8Q: 3 clusters Score -1165542 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1166085.375000 Penalty: 3083.221436
	Iteration 9F: 3 clusters Score -1166085 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1166604.500000 Penalty: 3083.221436
	Iteration 10F: 3 clusters Score -1166604 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1166999.750000 Penalty: 3083.221436
	Iteration 11Q: 3 clusters Score -1167000 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1167245.625000 Penalty: 3083.221436
	Iteration 12Q: 3 clusters Score -1167246 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1167394.125000 Penalty: 3083.221436
	Iteration 13Q: 3 clusters Score -1167394 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1167481.000000 Penalty: 3083.221436
	Iteration 14Q: 3 clusters Score -1167481 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1167543.500000 Penalty: 3083.221436
	Iteration 15Q: 3 clusters Score -1167544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1167601.875000 Penalty: 3083.221436
	Iteration 16Q: 3 clusters Score -1167602 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1167664.250000 Penalty: 3083.221436
	Iteration 17Q: 3 clusters Score -1167664 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1167733.625000 Penalty: 3083.221436
	Iteration 18Q: 3 clusters Score -1167734 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1167802.875000 Penalty: 3083.221436
	Iteration 19Q: 3 clusters Score -1167803 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1167884.750000 Penalty: 3083.221436
	Iteration 20F: 3 clusters Score -1167885 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1167956.750000 Penalty: 3083.221436
	Iteration 21Q: 3 clusters Score -1167957 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1168024.625000 Penalty: 3083.221436
	Iteration 22Q: 3 clusters Score -1168025 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1168074.125000 Penalty: 3083.221436
	Iteration 23Q: 3 clusters Score -1168074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1168110.125000 Penalty: 3083.221436
	Iteration 24Q: 3 clusters Score -1168110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1168140.125000 Penalty: 3083.221436
	Iteration 25Q: 3 clusters Score -1168140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1168171.625000 Penalty: 3083.221436
	Iteration 26Q: 3 clusters Score -1168172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1168201.125000 Penalty: 3083.221436
	Iteration 27Q: 3 clusters Score -1168201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1168226.500000 Penalty: 3083.221436
	Iteration 28Q: 3 clusters Score -1168226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1168243.250000 Penalty: 3083.221436
	Iteration 29Q: 3 clusters Score -1168243 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1168258.750000 Penalty: 3083.221436
	Iteration 30Q: 3 clusters Score -1168259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1168263.750000 Penalty: 3083.221436
	Iteration 31Q: 3 clusters Score -1168264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1168271.250000 Penalty: 3083.221436
	Iteration 32Q: 3 clusters Score -1168271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1168279.000000 Penalty: 3083.221436
	Iteration 33Q: 3 clusters Score -1168279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1168284.250000 Penalty: 3083.221436
	Iteration 34Q: 3 clusters Score -1168284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1168290.750000 Penalty: 3083.221436
	Iteration 35Q: 3 clusters Score -1168291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1168290.125000 Penalty: 3083.221436
	Iteration 36Q: 3 clusters Score -1168290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1168294.500000 Penalty: 3083.221436
	Iteration 37Q: 3 clusters Score -1168294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1168296.125000 Penalty: 3083.221436
	Iteration 38Q: 3 clusters Score -1168296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1168295.625000 Penalty: 3083.221436
	Iteration 39Q: 3 clusters Score -1168296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1168295.000000 Penalty: 3083.221436
	Iteration 40F: 3 clusters Score -1168295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1168296.375000 Penalty: 3083.221436
	Iteration 41Q: 3 clusters Score -1168296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1168297.375000 Penalty: 3083.221436
	Iteration 42Q: 3 clusters Score -1168297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1168297.625000 Penalty: 3083.221436
	Iteration 43Q: 3 clusters Score -1168298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1168299.000000 Penalty: 3083.221436
	Iteration 44Q: 3 clusters Score -1168299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1168298.500000 Penalty: 3083.221436
	Iteration 45Q: 3 clusters Score -1168298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1168299.000000 Penalty: 3083.221436
	Iteration 46Q: 3 clusters Score -1168299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1168297.750000 Penalty: 3083.221436
	Iteration 47Q: 3 clusters Score -1168298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1168297.750000 Penalty: 3083.221436
	Iteration 48F: 3 clusters Score -1168298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -683322.750000 Penalty: 1452.916016
	Iteration 0F: 2 clusters Score -683322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -677723.500000 Penalty: 2905.832031
	Iteration 0F: 3 clusters Score -677723.5 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -679323.187500 Penalty: 2905.832031
	Iteration 1F: 3 clusters Score -679323.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -679527.437500 Penalty: 2905.832031
	Iteration 2F: 3 clusters Score -679527.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -679644.437500 Penalty: 2905.832031
	Iteration 3Q: 3 clusters Score -679644.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -679725.312500 Penalty: 2905.832031
	Iteration 4Q: 3 clusters Score -679725.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -679800.937500 Penalty: 2905.832031
	Iteration 5Q: 3 clusters Score -679800.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -679867.812500 Penalty: 2905.832031
	Iteration 6Q: 3 clusters Score -679867.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -679929.687500 Penalty: 2905.832031
	Iteration 7Q: 3 clusters Score -679929.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -679998.000000 Penalty: 2905.832031
	Iteration 8Q: 3 clusters Score -679998 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -680078.937500 Penalty: 2905.832031
	Iteration 9Q: 3 clusters Score -680078.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -680164.625000 Penalty: 2905.832031
	Iteration 10Q: 3 clusters Score -680164.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -680257.625000 Penalty: 2905.832031
	Iteration 11Q: 3 clusters Score -680257.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -680363.062500 Penalty: 2905.832031
	Iteration 12Q: 3 clusters Score -680363.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -680487.000000 Penalty: 2905.832031
	Iteration 13Q: 3 clusters Score -680487 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -680619.437500 Penalty: 2905.832031
	Iteration 14Q: 3 clusters Score -680619.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -680767.625000 Penalty: 2905.832031
	Iteration 15Q: 3 clusters Score -680767.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -680930.500000 Penalty: 2905.832031
	Iteration 16Q: 3 clusters Score -680930.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -681099.437500 Penalty: 2905.832031
	Iteration 17Q: 3 clusters Score -681099.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -681233.062500 Penalty: 2905.832031
	Iteration 18Q: 3 clusters Score -681233.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -681328.437500 Penalty: 2905.832031
	Iteration 19Q: 3 clusters Score -681328.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -681388.812500 Penalty: 2905.832031
	Iteration 20F: 3 clusters Score -681388.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -681423.625000 Penalty: 2905.832031
	Iteration 21Q: 3 clusters Score -681423.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -681461.062500 Penalty: 2905.832031
	Iteration 22Q: 3 clusters Score -681461.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -681496.250000 Penalty: 2905.832031
	Iteration 23Q: 3 clusters Score -681496.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -681533.437500 Penalty: 2905.832031
	Iteration 24Q: 3 clusters Score -681533.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -681573.312500 Penalty: 2905.832031
	Iteration 25Q: 3 clusters Score -681573.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -681620.937500 Penalty: 2905.832031
	Iteration 26Q: 3 clusters Score -681620.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -681655.437500 Penalty: 2905.832031
	Iteration 27Q: 3 clusters Score -681655.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -681697.750000 Penalty: 2905.832031
	Iteration 28Q: 3 clusters Score -681697.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -681749.062500 Penalty: 2905.832031
	Iteration 29Q: 3 clusters Score -681749.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -681816.187500 Penalty: 2905.832031
	Iteration 30Q: 3 clusters Score -681816.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -681883.812500 Penalty: 2905.832031
	Iteration 31Q: 3 clusters Score -681883.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -681945.062500 Penalty: 2905.832031
	Iteration 32Q: 3 clusters Score -681945.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -681985.562500 Penalty: 2905.832031
	Iteration 33Q: 3 clusters Score -681985.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -682015.437500 Penalty: 2905.832031
	Iteration 34Q: 3 clusters Score -682015.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -682034.687500 Penalty: 2905.832031
	Iteration 35Q: 3 clusters Score -682034.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -682048.687500 Penalty: 2905.832031
	Iteration 36Q: 3 clusters Score -682048.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -682060.812500 Penalty: 2905.832031
	Iteration 37Q: 3 clusters Score -682060.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -682071.312500 Penalty: 2905.832031
	Iteration 38Q: 3 clusters Score -682071.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -682075.937500 Penalty: 2905.832031
	Iteration 39Q: 3 clusters Score -682075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -682079.187500 Penalty: 2905.832031
	Iteration 40F: 3 clusters Score -682079.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -682082.062500 Penalty: 2905.832031
	Iteration 41Q: 3 clusters Score -682082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -682085.062500 Penalty: 2905.832031
	Iteration 42Q: 3 clusters Score -682085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -682086.875000 Penalty: 2905.832031
	Iteration 43Q: 3 clusters Score -682086.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -682090.562500 Penalty: 2905.832031
	Iteration 44Q: 3 clusters Score -682090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -682091.562500 Penalty: 2905.832031
	Iteration 45Q: 3 clusters Score -682091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -682092.187500 Penalty: 2905.832031
	Iteration 46Q: 3 clusters Score -682092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -682091.875000 Penalty: 2905.832031
	Iteration 47Q: 3 clusters Score -682091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -682093.125000 Penalty: 2905.832031
	Iteration 48Q: 3 clusters Score -682093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -682094.375000 Penalty: 2905.832031
	Iteration 49Q: 3 clusters Score -682094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -682096.437500 Penalty: 2905.832031
	Iteration 50Q: 3 clusters Score -682096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -682096.312500 Penalty: 2905.832031
	Iteration 51Q: 3 clusters Score -682096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -682096.312500 Penalty: 2905.832031
	Iteration 52F: 3 clusters Score -682096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -243733.875000 Penalty: 1287.896851
	Iteration 0F: 2 clusters Score -243733.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -241196.843750 Penalty: 2575.793701
	Iteration 0F: 3 clusters Score -241196.8 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -241753.609375 Penalty: 2575.793701
	Iteration 1F: 3 clusters Score -241753.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -241882.562500 Penalty: 2575.793701
	Iteration 2F: 3 clusters Score -241882.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -241965.890625 Penalty: 2575.793701
	Iteration 3Q: 3 clusters Score -241965.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -242025.515625 Penalty: 2575.793701
	Iteration 4Q: 3 clusters Score -242025.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -242087.281250 Penalty: 2575.793701
	Iteration 5Q: 3 clusters Score -242087.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -242128.453125 Penalty: 2575.793701
	Iteration 6Q: 3 clusters Score -242128.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -242165.937500 Penalty: 2575.793701
	Iteration 7Q: 3 clusters Score -242165.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -242198.484375 Penalty: 2575.793701
	Iteration 8Q: 3 clusters Score -242198.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -242242.359375 Penalty: 2575.793701
	Iteration 9Q: 3 clusters Score -242242.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -242280.859375 Penalty: 2575.793701
	Iteration 10Q: 3 clusters Score -242280.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -242313.390625 Penalty: 2575.793701
	Iteration 11Q: 3 clusters Score -242313.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -242339.703125 Penalty: 2575.793701
	Iteration 12Q: 3 clusters Score -242339.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -242363.656250 Penalty: 2575.793701
	Iteration 13Q: 3 clusters Score -242363.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -242386.109375 Penalty: 2575.793701
	Iteration 14Q: 3 clusters Score -242386.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -242404.437500 Penalty: 2575.793701
	Iteration 15Q: 3 clusters Score -242404.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -242426.843750 Penalty: 2575.793701
	Iteration 16Q: 3 clusters Score -242426.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -242445.156250 Penalty: 2575.793701
	Iteration 17Q: 3 clusters Score -242445.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -242463.875000 Penalty: 2575.793701
	Iteration 18Q: 3 clusters Score -242463.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -242477.921875 Penalty: 2575.793701
	Iteration 19Q: 3 clusters Score -242477.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -242495.609375 Penalty: 2575.793701
	Iteration 20F: 3 clusters Score -242495.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -242510.875000 Penalty: 2575.793701
	Iteration 21Q: 3 clusters Score -242510.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -242523.484375 Penalty: 2575.793701
	Iteration 22Q: 3 clusters Score -242523.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -242535.734375 Penalty: 2575.793701
	Iteration 23Q: 3 clusters Score -242535.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -242552.984375 Penalty: 2575.793701
	Iteration 24Q: 3 clusters Score -242553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -242564.140625 Penalty: 2575.793701
	Iteration 25Q: 3 clusters Score -242564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -242570.015625 Penalty: 2575.793701
	Iteration 26Q: 3 clusters Score -242570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -242571.046875 Penalty: 2575.793701
	Iteration 27Q: 3 clusters Score -242571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -242571.046875 Penalty: 2575.793701
	Iteration 28F: 3 clusters Score -242571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Entering Unmasked Estep 
Score: -176978.031250 Penalty: 1237.726074
	Iteration 0F: 2 clusters Score -176978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -174823.640625 Penalty: 2475.452148
	Iteration 0F: 3 clusters Score -174823.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -175277.125000 Penalty: 2475.452148
	Iteration 1F: 3 clusters Score -175277.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -175390.187500 Penalty: 2475.452148
	Iteration 2F: 3 clusters Score -175390.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -175457.343750 Penalty: 2475.452148
	Iteration 3Q: 3 clusters Score -175457.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -175496.625000 Penalty: 2475.452148
	Iteration 4Q: 3 clusters Score -175496.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -175524.890625 Penalty: 2475.452148
	Iteration 5Q: 3 clusters Score -175524.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -175546.375000 Penalty: 2475.452148
	Iteration 6Q: 3 clusters Score -175546.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -175564.484375 Penalty: 2475.452148
	Iteration 7Q: 3 clusters Score -175564.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -175579.031250 Penalty: 2475.452148
	Iteration 8Q: 3 clusters Score -175579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -175590.218750 Penalty: 2475.452148
	Iteration 9Q: 3 clusters Score -175590.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -175597.187500 Penalty: 2475.452148
	Iteration 10Q: 3 clusters Score -175597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -175601.515625 Penalty: 2475.452148
	Iteration 11Q: 3 clusters Score -175601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -175605.046875 Penalty: 2475.452148
	Iteration 12Q: 3 clusters Score -175605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -175608.328125 Penalty: 2475.452148
	Iteration 13Q: 3 clusters Score -175608.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -175610.984375 Penalty: 2475.452148
	Iteration 14Q: 3 clusters Score -175611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -175613.593750 Penalty: 2475.452148
	Iteration 15Q: 3 clusters Score -175613.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -175621.750000 Penalty: 2475.452148
	Iteration 16Q: 3 clusters Score -175621.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -175628.468750 Penalty: 2475.452148
	Iteration 17Q: 3 clusters Score -175628.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -175636.765625 Penalty: 2475.452148
	Iteration 18Q: 3 clusters Score -175636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175640.375000 Penalty: 2475.452148
	Iteration 19Q: 3 clusters Score -175640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -175643.218750 Penalty: 2475.452148
	Iteration 20F: 3 clusters Score -175643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -175647.343750 Penalty: 2475.452148
	Iteration 21Q: 3 clusters Score -175647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -175648.875000 Penalty: 2475.452148
	Iteration 22Q: 3 clusters Score -175648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -175651.906250 Penalty: 2475.452148
	Iteration 23Q: 3 clusters Score -175651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175656.437500 Penalty: 2475.452148
	Iteration 24Q: 3 clusters Score -175656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -175660.125000 Penalty: 2475.452148
	Iteration 25Q: 3 clusters Score -175660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -175663.234375 Penalty: 2475.452148
	Iteration 26Q: 3 clusters Score -175663.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -175665.546875 Penalty: 2475.452148
	Iteration 27Q: 3 clusters Score -175665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -175669.343750 Penalty: 2475.452148
	Iteration 28Q: 3 clusters Score -175669.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -175675.203125 Penalty: 2475.452148
	Iteration 29Q: 3 clusters Score -175675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175680.421875 Penalty: 2475.452148
	Iteration 30Q: 3 clusters Score -175680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175690.656250 Penalty: 2475.452148
	Iteration 31Q: 3 clusters Score -175690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -175694.765625 Penalty: 2475.452148
	Iteration 32Q: 3 clusters Score -175694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -175699.062500 Penalty: 2475.452148
	Iteration 33Q: 3 clusters Score -175699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -175700.562500 Penalty: 2475.452148
	Iteration 34Q: 3 clusters Score -175700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -175703.281250 Penalty: 2475.452148
	Iteration 35Q: 3 clusters Score -175703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175707.078125 Penalty: 2475.452148
	Iteration 36Q: 3 clusters Score -175707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -175711.750000 Penalty: 2475.452148
	Iteration 37Q: 3 clusters Score -175711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -175715.140625 Penalty: 2475.452148
	Iteration 38Q: 3 clusters Score -175715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175718.234375 Penalty: 2475.452148
	Iteration 39Q: 3 clusters Score -175718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -175720.703125 Penalty: 2475.452148
	Iteration 40F: 3 clusters Score -175720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -175724.000000 Penalty: 2475.452148
	Iteration 41Q: 3 clusters Score -175724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -175724.609375 Penalty: 2475.452148
	Iteration 42Q: 3 clusters Score -175724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -175726.390625 Penalty: 2475.452148
	Iteration 43Q: 3 clusters Score -175726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -175727.265625 Penalty: 2475.452148
	Iteration 44Q: 3 clusters Score -175727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -175727.781250 Penalty: 2475.452148
	Iteration 45Q: 3 clusters Score -175727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175728.078125 Penalty: 2475.452148
	Iteration 46Q: 3 clusters Score -175728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -175728.359375 Penalty: 2475.452148
	Iteration 47Q: 3 clusters Score -175728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175728.531250 Penalty: 2475.452148
	Iteration 48Q: 3 clusters Score -175728.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -175729.140625 Penalty: 2475.452148
	Iteration 49Q: 3 clusters Score -175729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175729.859375 Penalty: 2475.452148
	Iteration 50Q: 3 clusters Score -175729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175730.171875 Penalty: 2475.452148
	Iteration 51Q: 3 clusters Score -175730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175730.750000 Penalty: 2475.452148
	Iteration 52Q: 3 clusters Score -175730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175731.531250 Penalty: 2475.452148
	Iteration 53Q: 3 clusters Score -175731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175731.531250 Penalty: 2475.452148
	Iteration 54F: 3 clusters Score -175731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -10914.051758 Penalty: 830.697998
	Iteration 0F: 2 clusters Score -10914.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10262.335938 Penalty: 1661.395996
	Iteration 0F: 3 clusters Score -10262.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10394.544922 Penalty: 1661.395996
	Iteration 1F: 3 clusters Score -10394.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10504.849609 Penalty: 1661.395996
	Iteration 2F: 3 clusters Score -10504.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10573.757812 Penalty: 1661.395996
	Iteration 3F: 3 clusters Score -10573.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10615.289062 Penalty: 1661.395996
	Iteration 4Q: 3 clusters Score -10615.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10650.010742 Penalty: 1661.395996
	Iteration 5Q: 3 clusters Score -10650.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -10690.572266 Penalty: 1661.395996
	Iteration 6Q: 3 clusters Score -10690.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10698.249023 Penalty: 1661.395996
	Iteration 7Q: 3 clusters Score -10698.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10698.249023 Penalty: 1661.395996
	Iteration 8F: 3 clusters Score -10698.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -722706.750000 Penalty: 1460.967041
	Iteration 0F: 2 clusters Score -722706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -716831.000000 Penalty: 2921.934082
	Iteration 0F: 3 clusters Score -716831 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -718669.750000 Penalty: 2921.934082
	Iteration 1F: 3 clusters Score -718669.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -718865.750000 Penalty: 2921.934082
	Iteration 2F: 3 clusters Score -718865.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -719022.937500 Penalty: 2921.934082
	Iteration 3Q: 3 clusters Score -719022.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -719147.875000 Penalty: 2921.934082
	Iteration 4Q: 3 clusters Score -719147.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -719271.937500 Penalty: 2921.934082
	Iteration 5Q: 3 clusters Score -719271.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -719401.562500 Penalty: 2921.934082
	Iteration 6Q: 3 clusters Score -719401.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -719517.250000 Penalty: 2921.934082
	Iteration 7Q: 3 clusters Score -719517.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -719643.000000 Penalty: 2921.934082
	Iteration 8Q: 3 clusters Score -719643 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -719786.750000 Penalty: 2921.934082
	Iteration 9Q: 3 clusters Score -719786.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -719959.250000 Penalty: 2921.934082
	Iteration 10Q: 3 clusters Score -719959.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -720190.000000 Penalty: 2921.934082
	Iteration 11Q: 3 clusters Score -720190 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -720444.125000 Penalty: 2921.934082
	Iteration 12Q: 3 clusters Score -720444.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -720666.500000 Penalty: 2921.934082
	Iteration 13Q: 3 clusters Score -720666.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -720787.937500 Penalty: 2921.934082
	Iteration 14Q: 3 clusters Score -720787.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -720867.312500 Penalty: 2921.934082
	Iteration 15Q: 3 clusters Score -720867.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -720912.812500 Penalty: 2921.934082
	Iteration 16Q: 3 clusters Score -720912.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -720949.312500 Penalty: 2921.934082
	Iteration 17Q: 3 clusters Score -720949.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -720970.375000 Penalty: 2921.934082
	Iteration 18Q: 3 clusters Score -720970.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -720985.437500 Penalty: 2921.934082
	Iteration 19Q: 3 clusters Score -720985.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -720993.812500 Penalty: 2921.934082
	Iteration 20F: 3 clusters Score -720993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -721000.812500 Penalty: 2921.934082
	Iteration 21Q: 3 clusters Score -721000.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -721013.375000 Penalty: 2921.934082
	Iteration 22Q: 3 clusters Score -721013.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -721017.250000 Penalty: 2921.934082
	Iteration 23Q: 3 clusters Score -721017.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -721021.000000 Penalty: 2921.934082
	Iteration 24Q: 3 clusters Score -721021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -721028.687500 Penalty: 2921.934082
	Iteration 25Q: 3 clusters Score -721028.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -721033.437500 Penalty: 2921.934082
	Iteration 26Q: 3 clusters Score -721033.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -721043.250000 Penalty: 2921.934082
	Iteration 27Q: 3 clusters Score -721043.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -721046.937500 Penalty: 2921.934082
	Iteration 28Q: 3 clusters Score -721046.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -721051.125000 Penalty: 2921.934082
	Iteration 29Q: 3 clusters Score -721051.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -721052.250000 Penalty: 2921.934082
	Iteration 30Q: 3 clusters Score -721052.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -721055.875000 Penalty: 2921.934082
	Iteration 31Q: 3 clusters Score -721055.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -721058.000000 Penalty: 2921.934082
	Iteration 32Q: 3 clusters Score -721058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -721061.000000 Penalty: 2921.934082
	Iteration 33Q: 3 clusters Score -721061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -721066.812500 Penalty: 2921.934082
	Iteration 34Q: 3 clusters Score -721066.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -721068.687500 Penalty: 2921.934082
	Iteration 35Q: 3 clusters Score -721068.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -721069.437500 Penalty: 2921.934082
	Iteration 36Q: 3 clusters Score -721069.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -721075.125000 Penalty: 2921.934082
	Iteration 37Q: 3 clusters Score -721075.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -721075.812500 Penalty: 2921.934082
	Iteration 38Q: 3 clusters Score -721075.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -721079.750000 Penalty: 2921.934082
	Iteration 39Q: 3 clusters Score -721079.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -721087.062500 Penalty: 2921.934082
	Iteration 40F: 3 clusters Score -721087.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -721088.437500 Penalty: 2921.934082
	Iteration 41Q: 3 clusters Score -721088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -721095.062500 Penalty: 2921.934082
	Iteration 42Q: 3 clusters Score -721095.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -721099.125000 Penalty: 2921.934082
	Iteration 43Q: 3 clusters Score -721099.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -721100.750000 Penalty: 2921.934082
	Iteration 44Q: 3 clusters Score -721100.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -721108.625000 Penalty: 2921.934082
	Iteration 45Q: 3 clusters Score -721108.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -721112.687500 Penalty: 2921.934082
	Iteration 46Q: 3 clusters Score -721112.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -721115.687500 Penalty: 2921.934082
	Iteration 47Q: 3 clusters Score -721115.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -721123.375000 Penalty: 2921.934082
	Iteration 48Q: 3 clusters Score -721123.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -721128.062500 Penalty: 2921.934082
	Iteration 49Q: 3 clusters Score -721128.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -721134.437500 Penalty: 2921.934082
	Iteration 50Q: 3 clusters Score -721134.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -721144.375000 Penalty: 2921.934082
	Iteration 51Q: 3 clusters Score -721144.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -721153.000000 Penalty: 2921.934082
	Iteration 52Q: 3 clusters Score -721153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -721160.062500 Penalty: 2921.934082
	Iteration 53Q: 3 clusters Score -721160.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -721169.625000 Penalty: 2921.934082
	Iteration 54Q: 3 clusters Score -721169.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -721177.437500 Penalty: 2921.934082
	Iteration 55Q: 3 clusters Score -721177.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -721185.625000 Penalty: 2921.934082
	Iteration 56Q: 3 clusters Score -721185.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -721192.375000 Penalty: 2921.934082
	Iteration 57Q: 3 clusters Score -721192.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -721199.062500 Penalty: 2921.934082
	Iteration 58Q: 3 clusters Score -721199.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -721206.062500 Penalty: 2921.934082
	Iteration 59Q: 3 clusters Score -721206.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -721216.312500 Penalty: 2921.934082
	Iteration 60F: 3 clusters Score -721216.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -721222.812500 Penalty: 2921.934082
	Iteration 61Q: 3 clusters Score -721222.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -721224.000000 Penalty: 2921.934082
	Iteration 62Q: 3 clusters Score -721224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -721227.125000 Penalty: 2921.934082
	Iteration 63Q: 3 clusters Score -721227.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -721232.125000 Penalty: 2921.934082
	Iteration 64Q: 3 clusters Score -721232.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -721233.875000 Penalty: 2921.934082
	Iteration 65Q: 3 clusters Score -721233.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -721236.687500 Penalty: 2921.934082
	Iteration 66Q: 3 clusters Score -721236.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -721241.750000 Penalty: 2921.934082
	Iteration 67Q: 3 clusters Score -721241.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -721246.250000 Penalty: 2921.934082
	Iteration 68Q: 3 clusters Score -721246.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -721250.062500 Penalty: 2921.934082
	Iteration 69Q: 3 clusters Score -721250.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -721254.687500 Penalty: 2921.934082
	Iteration 70Q: 3 clusters Score -721254.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -721256.687500 Penalty: 2921.934082
	Iteration 71Q: 3 clusters Score -721256.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -721258.750000 Penalty: 2921.934082
	Iteration 72Q: 3 clusters Score -721258.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -721262.187500 Penalty: 2921.934082
	Iteration 73Q: 3 clusters Score -721262.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -721268.000000 Penalty: 2921.934082
	Iteration 74Q: 3 clusters Score -721268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -721270.750000 Penalty: 2921.934082
	Iteration 75Q: 3 clusters Score -721270.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -721273.062500 Penalty: 2921.934082
	Iteration 76Q: 3 clusters Score -721273.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -721279.812500 Penalty: 2921.934082
	Iteration 77Q: 3 clusters Score -721279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -721279.562500 Penalty: 2921.934082
	Iteration 78Q: 3 clusters Score -721279.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -721281.750000 Penalty: 2921.934082
	Iteration 79Q: 3 clusters Score -721281.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -721285.250000 Penalty: 2921.934082
	Iteration 80F: 3 clusters Score -721285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -721291.125000 Penalty: 2921.934082
	Iteration 81Q: 3 clusters Score -721291.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -721293.812500 Penalty: 2921.934082
	Iteration 82Q: 3 clusters Score -721293.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -721298.562500 Penalty: 2921.934082
	Iteration 83Q: 3 clusters Score -721298.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -721301.437500 Penalty: 2921.934082
	Iteration 84Q: 3 clusters Score -721301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -721303.687500 Penalty: 2921.934082
	Iteration 85Q: 3 clusters Score -721303.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -721308.187500 Penalty: 2921.934082
	Iteration 86Q: 3 clusters Score -721308.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -721313.250000 Penalty: 2921.934082
	Iteration 87Q: 3 clusters Score -721313.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -721317.687500 Penalty: 2921.934082
	Iteration 88Q: 3 clusters Score -721317.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -721323.625000 Penalty: 2921.934082
	Iteration 89Q: 3 clusters Score -721323.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -721322.875000 Penalty: 2921.934082
	Iteration 90Q: 3 clusters Score -721322.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -721324.875000 Penalty: 2921.934082
	Iteration 91Q: 3 clusters Score -721324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -721326.812500 Penalty: 2921.934082
	Iteration 92Q: 3 clusters Score -721326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -721327.937500 Penalty: 2921.934082
	Iteration 93Q: 3 clusters Score -721327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -721328.625000 Penalty: 2921.934082
	Iteration 94Q: 3 clusters Score -721328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -721330.000000 Penalty: 2921.934082
	Iteration 95Q: 3 clusters Score -721330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -721328.875000 Penalty: 2921.934082
	Iteration 96Q: 3 clusters Score -721328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -721330.187500 Penalty: 2921.934082
	Iteration 97Q: 3 clusters Score -721330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -721330.187500 Penalty: 2921.934082
	Iteration 98F: 3 clusters Score -721330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Entering Unmasked Estep 
Score: -1384258.375000 Penalty: 1565.701294
	Iteration 0F: 2 clusters Score -1384258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1373608.500000 Penalty: 3131.402588
	Iteration 0F: 3 clusters Score -1373608 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1377318.000000 Penalty: 3131.402588
	Iteration 1F: 3 clusters Score -1377318 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1377689.500000 Penalty: 3131.402588
	Iteration 2F: 3 clusters Score -1377690 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1378091.625000 Penalty: 3131.402588
	Iteration 3F: 3 clusters Score -1378092 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1378608.625000 Penalty: 3131.402588
	Iteration 4F: 3 clusters Score -1378609 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1379242.375000 Penalty: 3131.402588
	Iteration 5F: 3 clusters Score -1379242 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1379991.375000 Penalty: 3131.402588
	Iteration 6F: 3 clusters Score -1379991 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1380690.000000 Penalty: 3131.402588
	Iteration 7F: 3 clusters Score -1380690 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1381226.625000 Penalty: 3131.402588
	Iteration 8Q: 3 clusters Score -1381227 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1381635.125000 Penalty: 3131.402588
	Iteration 9Q: 3 clusters Score -1381635 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1381965.625000 Penalty: 3131.402588
	Iteration 10Q: 3 clusters Score -1381966 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1382225.000000 Penalty: 3131.402588
	Iteration 11Q: 3 clusters Score -1382225 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1382424.000000 Penalty: 3131.402588
	Iteration 12Q: 3 clusters Score -1382424 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1382569.500000 Penalty: 3131.402588
	Iteration 13Q: 3 clusters Score -1382570 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1382675.250000 Penalty: 3131.402588
	Iteration 14Q: 3 clusters Score -1382675 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1382747.000000 Penalty: 3131.402588
	Iteration 15Q: 3 clusters Score -1382747 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1382795.500000 Penalty: 3131.402588
	Iteration 16Q: 3 clusters Score -1382796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1382822.750000 Penalty: 3131.402588
	Iteration 17Q: 3 clusters Score -1382823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1382835.125000 Penalty: 3131.402588
	Iteration 18Q: 3 clusters Score -1382835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1382844.500000 Penalty: 3131.402588
	Iteration 19Q: 3 clusters Score -1382844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1382854.250000 Penalty: 3131.402588
	Iteration 20F: 3 clusters Score -1382854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1382859.875000 Penalty: 3131.402588
	Iteration 21Q: 3 clusters Score -1382860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1382868.750000 Penalty: 3131.402588
	Iteration 22Q: 3 clusters Score -1382869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1382873.625000 Penalty: 3131.402588
	Iteration 23Q: 3 clusters Score -1382874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1382878.000000 Penalty: 3131.402588
	Iteration 24Q: 3 clusters Score -1382878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1382881.250000 Penalty: 3131.402588
	Iteration 25Q: 3 clusters Score -1382881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1382883.000000 Penalty: 3131.402588
	Iteration 26Q: 3 clusters Score -1382883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1382890.125000 Penalty: 3131.402588
	Iteration 27Q: 3 clusters Score -1382890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1382891.750000 Penalty: 3131.402588
	Iteration 28Q: 3 clusters Score -1382892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1382895.125000 Penalty: 3131.402588
	Iteration 29Q: 3 clusters Score -1382895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1382900.625000 Penalty: 3131.402588
	Iteration 30Q: 3 clusters Score -1382901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1382905.625000 Penalty: 3131.402588
	Iteration 31Q: 3 clusters Score -1382906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1382911.000000 Penalty: 3131.402588
	Iteration 32Q: 3 clusters Score -1382911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1382912.250000 Penalty: 3131.402588
	Iteration 33Q: 3 clusters Score -1382912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1382920.000000 Penalty: 3131.402588
	Iteration 34Q: 3 clusters Score -1382920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1382924.375000 Penalty: 3131.402588
	Iteration 35Q: 3 clusters Score -1382924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1382926.125000 Penalty: 3131.402588
	Iteration 36Q: 3 clusters Score -1382926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1382926.125000 Penalty: 3131.402588
	Iteration 37Q: 3 clusters Score -1382926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1382929.375000 Penalty: 3131.402588
	Iteration 38Q: 3 clusters Score -1382929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1382929.875000 Penalty: 3131.402588
	Iteration 39Q: 3 clusters Score -1382930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1382931.750000 Penalty: 3131.402588
	Iteration 40F: 3 clusters Score -1382932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1382931.875000 Penalty: 3131.402588
	Iteration 41Q: 3 clusters Score -1382932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1382931.750000 Penalty: 3131.402588
	Iteration 42Q: 3 clusters Score -1382932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1382932.000000 Penalty: 3131.402588
	Iteration 43Q: 3 clusters Score -1382932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1382934.125000 Penalty: 3131.402588
	Iteration 44Q: 3 clusters Score -1382934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1382935.250000 Penalty: 3131.402588
	Iteration 45Q: 3 clusters Score -1382935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1382939.500000 Penalty: 3131.402588
	Iteration 46Q: 3 clusters Score -1382940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1382943.250000 Penalty: 3131.402588
	Iteration 47Q: 3 clusters Score -1382943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1382944.500000 Penalty: 3131.402588
	Iteration 48Q: 3 clusters Score -1382944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1382947.250000 Penalty: 3131.402588
	Iteration 49Q: 3 clusters Score -1382947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1382944.500000 Penalty: 3131.402588
	Iteration 50Q: 3 clusters Score -1382944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1382946.375000 Penalty: 3131.402588
	Iteration 51Q: 3 clusters Score -1382946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1382947.500000 Penalty: 3131.402588
	Iteration 52Q: 3 clusters Score -1382948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1382949.125000 Penalty: 3131.402588
	Iteration 53Q: 3 clusters Score -1382949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1382950.625000 Penalty: 3131.402588
	Iteration 54Q: 3 clusters Score -1382951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1382952.125000 Penalty: 3131.402588
	Iteration 55Q: 3 clusters Score -1382952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1382953.750000 Penalty: 3131.402588
	Iteration 56Q: 3 clusters Score -1382954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1382954.875000 Penalty: 3131.402588
	Iteration 57Q: 3 clusters Score -1382955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1382954.875000 Penalty: 3131.402588
	Iteration 58F: 3 clusters Score -1382955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -433564.875000 Penalty: 1382.312134
	Iteration 0F: 2 clusters Score -433564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -429647.937500 Penalty: 2764.624268
	Iteration 0F: 3 clusters Score -429647.9 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -430688.718750 Penalty: 2764.624268
	Iteration 1F: 3 clusters Score -430688.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -430881.187500 Penalty: 2764.624268
	Iteration 2F: 3 clusters Score -430881.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -431011.281250 Penalty: 2764.624268
	Iteration 3Q: 3 clusters Score -431011.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -431129.093750 Penalty: 2764.624268
	Iteration 4Q: 3 clusters Score -431129.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -431276.437500 Penalty: 2764.624268
	Iteration 5Q: 3 clusters Score -431276.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -431470.500000 Penalty: 2764.624268
	Iteration 6Q: 3 clusters Score -431470.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -431743.312500 Penalty: 2764.624268
	Iteration 7Q: 3 clusters Score -431743.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -432046.593750 Penalty: 2764.624268
	Iteration 8F: 3 clusters Score -432046.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -432373.531250 Penalty: 2764.624268
	Iteration 9F: 3 clusters Score -432373.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -432711.468750 Penalty: 2764.624268
	Iteration 10F: 3 clusters Score -432711.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -433070.281250 Penalty: 2764.624268
	Iteration 11F: 3 clusters Score -433070.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -433312.656250 Penalty: 2764.624268
	Iteration 12Q: 3 clusters Score -433312.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -433406.343750 Penalty: 2764.624268
	Iteration 13Q: 3 clusters Score -433406.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -433441.687500 Penalty: 2764.624268
	Iteration 14Q: 3 clusters Score -433441.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -433462.093750 Penalty: 2764.624268
	Iteration 15Q: 3 clusters Score -433462.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -433476.875000 Penalty: 2764.624268
	Iteration 16Q: 3 clusters Score -433476.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -433489.375000 Penalty: 2764.624268
	Iteration 17Q: 3 clusters Score -433489.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -433497.500000 Penalty: 2764.624268
	Iteration 18Q: 3 clusters Score -433497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -433504.187500 Penalty: 2764.624268
	Iteration 19Q: 3 clusters Score -433504.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -433508.250000 Penalty: 2764.624268
	Iteration 20F: 3 clusters Score -433508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -433513.562500 Penalty: 2764.624268
	Iteration 21Q: 3 clusters Score -433513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -433519.781250 Penalty: 2764.624268
	Iteration 22Q: 3 clusters Score -433519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -433524.000000 Penalty: 2764.624268
	Iteration 23Q: 3 clusters Score -433524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -433529.500000 Penalty: 2764.624268
	Iteration 24Q: 3 clusters Score -433529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -433533.718750 Penalty: 2764.624268
	Iteration 25Q: 3 clusters Score -433533.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -433535.906250 Penalty: 2764.624268
	Iteration 26Q: 3 clusters Score -433535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -433538.281250 Penalty: 2764.624268
	Iteration 27Q: 3 clusters Score -433538.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -433539.125000 Penalty: 2764.624268
	Iteration 28Q: 3 clusters Score -433539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -433538.750000 Penalty: 2764.624268
	Iteration 29Q: 3 clusters Score -433538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -433539.500000 Penalty: 2764.624268
	Iteration 30Q: 3 clusters Score -433539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -433539.500000 Penalty: 2764.624268
	Iteration 31F: 3 clusters Score -433539.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Entering Unmasked Estep 
Score: -808576.500000 Penalty: 1487.263916
	Iteration 0F: 2 clusters Score -808576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -801787.125000 Penalty: 2974.527832
	Iteration 0F: 3 clusters Score -801787.1 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -803916.250000 Penalty: 2974.527832
	Iteration 1F: 3 clusters Score -803916.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -804109.625000 Penalty: 2974.527832
	Iteration 2F: 3 clusters Score -804109.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -804244.937500 Penalty: 2974.527832
	Iteration 3Q: 3 clusters Score -804244.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -804359.750000 Penalty: 2974.527832
	Iteration 4Q: 3 clusters Score -804359.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -804463.062500 Penalty: 2974.527832
	Iteration 5Q: 3 clusters Score -804463.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -804565.125000 Penalty: 2974.527832
	Iteration 6Q: 3 clusters Score -804565.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -804677.437500 Penalty: 2974.527832
	Iteration 7Q: 3 clusters Score -804677.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -804780.937500 Penalty: 2974.527832
	Iteration 8Q: 3 clusters Score -804780.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -804906.812500 Penalty: 2974.527832
	Iteration 9Q: 3 clusters Score -804906.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -805074.125000 Penalty: 2974.527832
	Iteration 10Q: 3 clusters Score -805074.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -805286.312500 Penalty: 2974.527832
	Iteration 11Q: 3 clusters Score -805286.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -805533.187500 Penalty: 2974.527832
	Iteration 12Q: 3 clusters Score -805533.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -805826.562500 Penalty: 2974.527832
	Iteration 13Q: 3 clusters Score -805826.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -806142.562500 Penalty: 2974.527832
	Iteration 14Q: 3 clusters Score -806142.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -806449.312500 Penalty: 2974.527832
	Iteration 15Q: 3 clusters Score -806449.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -806703.062500 Penalty: 2974.527832
	Iteration 16Q: 3 clusters Score -806703.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -806893.062500 Penalty: 2974.527832
	Iteration 17Q: 3 clusters Score -806893.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -807016.750000 Penalty: 2974.527832
	Iteration 18Q: 3 clusters Score -807016.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -807085.125000 Penalty: 2974.527832
	Iteration 19Q: 3 clusters Score -807085.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -807124.375000 Penalty: 2974.527832
	Iteration 20F: 3 clusters Score -807124.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -807164.312500 Penalty: 2974.527832
	Iteration 21Q: 3 clusters Score -807164.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -807200.937500 Penalty: 2974.527832
	Iteration 22Q: 3 clusters Score -807200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -807225.312500 Penalty: 2974.527832
	Iteration 23Q: 3 clusters Score -807225.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -807241.312500 Penalty: 2974.527832
	Iteration 24Q: 3 clusters Score -807241.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -807252.000000 Penalty: 2974.527832
	Iteration 25Q: 3 clusters Score -807252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -807257.062500 Penalty: 2974.527832
	Iteration 26Q: 3 clusters Score -807257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -807260.125000 Penalty: 2974.527832
	Iteration 27Q: 3 clusters Score -807260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -807268.312500 Penalty: 2974.527832
	Iteration 28Q: 3 clusters Score -807268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -807271.812500 Penalty: 2974.527832
	Iteration 29Q: 3 clusters Score -807271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -807278.937500 Penalty: 2974.527832
	Iteration 30Q: 3 clusters Score -807278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -807281.125000 Penalty: 2974.527832
	Iteration 31Q: 3 clusters Score -807281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -807290.375000 Penalty: 2974.527832
	Iteration 32Q: 3 clusters Score -807290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -807290.437500 Penalty: 2974.527832
	Iteration 33Q: 3 clusters Score -807290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -807291.312500 Penalty: 2974.527832
	Iteration 34Q: 3 clusters Score -807291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -807291.312500 Penalty: 2974.527832
	Iteration 35F: 3 clusters Score -807291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Entering Unmasked Estep 
Score: -314773.937500 Penalty: 1323.981323
	Iteration 0F: 2 clusters Score -314773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -311741.375000 Penalty: 2647.962646
	Iteration 0F: 3 clusters Score -311741.4 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -312435.718750 Penalty: 2647.962646
	Iteration 1F: 3 clusters Score -312435.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -312586.906250 Penalty: 2647.962646
	Iteration 2F: 3 clusters Score -312586.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -312670.000000 Penalty: 2647.962646
	Iteration 3F: 3 clusters Score -312670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -312721.656250 Penalty: 2647.962646
	Iteration 4Q: 3 clusters Score -312721.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -312762.781250 Penalty: 2647.962646
	Iteration 5Q: 3 clusters Score -312762.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -312792.250000 Penalty: 2647.962646
	Iteration 6Q: 3 clusters Score -312792.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -312813.656250 Penalty: 2647.962646
	Iteration 7Q: 3 clusters Score -312813.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -312835.531250 Penalty: 2647.962646
	Iteration 8Q: 3 clusters Score -312835.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -312854.968750 Penalty: 2647.962646
	Iteration 9Q: 3 clusters Score -312855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -312868.656250 Penalty: 2647.962646
	Iteration 10Q: 3 clusters Score -312868.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -312881.437500 Penalty: 2647.962646
	Iteration 11Q: 3 clusters Score -312881.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -312889.937500 Penalty: 2647.962646
	Iteration 12Q: 3 clusters Score -312889.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -312901.718750 Penalty: 2647.962646
	Iteration 13Q: 3 clusters Score -312901.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -312915.156250 Penalty: 2647.962646
	Iteration 14Q: 3 clusters Score -312915.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -312933.250000 Penalty: 2647.962646
	Iteration 15Q: 3 clusters Score -312933.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -312954.250000 Penalty: 2647.962646
	Iteration 16Q: 3 clusters Score -312954.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -312982.468750 Penalty: 2647.962646
	Iteration 17Q: 3 clusters Score -312982.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -313012.125000 Penalty: 2647.962646
	Iteration 18Q: 3 clusters Score -313012.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -313034.750000 Penalty: 2647.962646
	Iteration 19Q: 3 clusters Score -313034.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -313063.875000 Penalty: 2647.962646
	Iteration 20F: 3 clusters Score -313063.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -313095.500000 Penalty: 2647.962646
	Iteration 21Q: 3 clusters Score -313095.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -313131.656250 Penalty: 2647.962646
	Iteration 22Q: 3 clusters Score -313131.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -313166.625000 Penalty: 2647.962646
	Iteration 23Q: 3 clusters Score -313166.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -313197.437500 Penalty: 2647.962646
	Iteration 24Q: 3 clusters Score -313197.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -313222.187500 Penalty: 2647.962646
	Iteration 25Q: 3 clusters Score -313222.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -313243.781250 Penalty: 2647.962646
	Iteration 26Q: 3 clusters Score -313243.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -313259.718750 Penalty: 2647.962646
	Iteration 27Q: 3 clusters Score -313259.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -313278.343750 Penalty: 2647.962646
	Iteration 28Q: 3 clusters Score -313278.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -313300.031250 Penalty: 2647.962646
	Iteration 29Q: 3 clusters Score -313300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -313315.906250 Penalty: 2647.962646
	Iteration 30Q: 3 clusters Score -313315.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -313325.937500 Penalty: 2647.962646
	Iteration 31Q: 3 clusters Score -313325.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -313334.312500 Penalty: 2647.962646
	Iteration 32Q: 3 clusters Score -313334.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -313340.125000 Penalty: 2647.962646
	Iteration 33Q: 3 clusters Score -313340.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -313345.843750 Penalty: 2647.962646
	Iteration 34Q: 3 clusters Score -313345.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -313350.250000 Penalty: 2647.962646
	Iteration 35Q: 3 clusters Score -313350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -313352.562500 Penalty: 2647.962646
	Iteration 36Q: 3 clusters Score -313352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -313354.000000 Penalty: 2647.962646
	Iteration 37Q: 3 clusters Score -313354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -313354.312500 Penalty: 2647.962646
	Iteration 38Q: 3 clusters Score -313354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -313356.406250 Penalty: 2647.962646
	Iteration 39Q: 3 clusters Score -313356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -313358.312500 Penalty: 2647.962646
	Iteration 40F: 3 clusters Score -313358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -313358.562500 Penalty: 2647.962646
	Iteration 41Q: 3 clusters Score -313358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -313358.718750 Penalty: 2647.962646
	Iteration 42Q: 3 clusters Score -313358.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -313359.875000 Penalty: 2647.962646
	Iteration 43Q: 3 clusters Score -313359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -313360.406250 Penalty: 2647.962646
	Iteration 44Q: 3 clusters Score -313360.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -313361.000000 Penalty: 2647.962646
	Iteration 45Q: 3 clusters Score -313361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -313362.781250 Penalty: 2647.962646
	Iteration 46Q: 3 clusters Score -313362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -313362.750000 Penalty: 2647.962646
	Iteration 47Q: 3 clusters Score -313362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -313362.750000 Penalty: 2647.962646
	Iteration 48F: 3 clusters Score -313362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -686387.125000 Penalty: 1461.027710
	Iteration 0F: 2 clusters Score -686387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -680445.312500 Penalty: 2922.055420
	Iteration 0F: 3 clusters Score -680445.3 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -682235.937500 Penalty: 2922.055420
	Iteration 1F: 3 clusters Score -682235.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -682450.000000 Penalty: 2922.055420
	Iteration 2F: 3 clusters Score -682450 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -682610.750000 Penalty: 2922.055420
	Iteration 3F: 3 clusters Score -682610.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -682708.125000 Penalty: 2922.055420
	Iteration 4Q: 3 clusters Score -682708.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -682773.875000 Penalty: 2922.055420
	Iteration 5Q: 3 clusters Score -682773.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -682850.375000 Penalty: 2922.055420
	Iteration 6Q: 3 clusters Score -682850.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -682928.687500 Penalty: 2922.055420
	Iteration 7Q: 3 clusters Score -682928.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -683009.625000 Penalty: 2922.055420
	Iteration 8Q: 3 clusters Score -683009.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -683097.437500 Penalty: 2922.055420
	Iteration 9Q: 3 clusters Score -683097.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -683208.312500 Penalty: 2922.055420
	Iteration 10Q: 3 clusters Score -683208.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -683370.187500 Penalty: 2922.055420
	Iteration 11Q: 3 clusters Score -683370.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -683566.125000 Penalty: 2922.055420
	Iteration 12Q: 3 clusters Score -683566.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -683797.250000 Penalty: 2922.055420
	Iteration 13Q: 3 clusters Score -683797.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -684024.375000 Penalty: 2922.055420
	Iteration 14Q: 3 clusters Score -684024.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -684252.187500 Penalty: 2922.055420
	Iteration 15Q: 3 clusters Score -684252.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -684449.812500 Penalty: 2922.055420
	Iteration 16Q: 3 clusters Score -684449.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -684610.812500 Penalty: 2922.055420
	Iteration 17Q: 3 clusters Score -684610.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -684757.312500 Penalty: 2922.055420
	Iteration 18Q: 3 clusters Score -684757.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -684847.187500 Penalty: 2922.055420
	Iteration 19Q: 3 clusters Score -684847.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -684915.375000 Penalty: 2922.055420
	Iteration 20F: 3 clusters Score -684915.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -684957.562500 Penalty: 2922.055420
	Iteration 21Q: 3 clusters Score -684957.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -684990.812500 Penalty: 2922.055420
	Iteration 22Q: 3 clusters Score -684990.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -685014.187500 Penalty: 2922.055420
	Iteration 23Q: 3 clusters Score -685014.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -685045.875000 Penalty: 2922.055420
	Iteration 24Q: 3 clusters Score -685045.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -685076.375000 Penalty: 2922.055420
	Iteration 25Q: 3 clusters Score -685076.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -685089.000000 Penalty: 2922.055420
	Iteration 26Q: 3 clusters Score -685089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -685099.875000 Penalty: 2922.055420
	Iteration 27Q: 3 clusters Score -685099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -685108.687500 Penalty: 2922.055420
	Iteration 28Q: 3 clusters Score -685108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -685120.375000 Penalty: 2922.055420
	Iteration 29Q: 3 clusters Score -685120.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -685131.312500 Penalty: 2922.055420
	Iteration 30Q: 3 clusters Score -685131.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -685139.250000 Penalty: 2922.055420
	Iteration 31Q: 3 clusters Score -685139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -685144.312500 Penalty: 2922.055420
	Iteration 32Q: 3 clusters Score -685144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -685148.937500 Penalty: 2922.055420
	Iteration 33Q: 3 clusters Score -685148.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -685151.750000 Penalty: 2922.055420
	Iteration 34Q: 3 clusters Score -685151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -685151.875000 Penalty: 2922.055420
	Iteration 35Q: 3 clusters Score -685151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -685156.875000 Penalty: 2922.055420
	Iteration 36Q: 3 clusters Score -685156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -685158.187500 Penalty: 2922.055420
	Iteration 37Q: 3 clusters Score -685158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -685158.187500 Penalty: 2922.055420
	Iteration 38F: 3 clusters Score -685158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -242453.031250 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -242453 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 1509 members 
Entering Unmasked Estep 
Score: -239778.515625 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -239778.5 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -240432.843750 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -240432.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -240605.765625 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -240605.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -240737.281250 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -240737.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -240861.906250 Penalty: 2599.677246
	Iteration 4F: 3 clusters Score -240861.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -241019.296875 Penalty: 2599.677246
	Iteration 5F: 3 clusters Score -241019.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -241222.156250 Penalty: 2599.677246
	Iteration 6F: 3 clusters Score -241222.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241390.406250 Penalty: 2599.677246
	Iteration 7F: 3 clusters Score -241390.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -241545.500000 Penalty: 2599.677246
	Iteration 8F: 3 clusters Score -241545.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -241669.250000 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -241669.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -241763.968750 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -241764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -241847.859375 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -241847.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -241919.421875 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -241919.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -241972.562500 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -241972.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -242002.375000 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -242002.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -242020.937500 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -242020.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -242036.609375 Penalty: 2599.677246
	Iteration 16Q: 3 clusters Score -242036.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -242045.828125 Penalty: 2599.677246
	Iteration 17Q: 3 clusters Score -242045.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -242057.265625 Penalty: 2599.677246
	Iteration 18Q: 3 clusters Score -242057.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -242062.484375 Penalty: 2599.677246
	Iteration 19Q: 3 clusters Score -242062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -242067.328125 Penalty: 2599.677246
	Iteration 20F: 3 clusters Score -242067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -242073.046875 Penalty: 2599.677246
	Iteration 21Q: 3 clusters Score -242073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -242077.343750 Penalty: 2599.677246
	Iteration 22Q: 3 clusters Score -242077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -242078.734375 Penalty: 2599.677246
	Iteration 23Q: 3 clusters Score -242078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -242079.703125 Penalty: 2599.677246
	Iteration 24Q: 3 clusters Score -242079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -242079.703125 Penalty: 2599.677246
	Iteration 25F: 3 clusters Score -242079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (283844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283844 members 
Entering Unmasked Estep 
Score: -25425340.000000 Penalty: 2040.379272
	Iteration 0F: 2 clusters Score -2.542534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 142235 members 
Entering Unmasked Estep 
Score: -25244518.000000 Penalty: 4080.758545
	Iteration 0F: 3 clusters Score -2.524452e+07 nChanged 138206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132525 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -25327912.000000 Penalty: 4080.758545
	Iteration 1F: 3 clusters Score -2.532791e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -25329962.000000 Penalty: 4080.758545
	Iteration 2Q: 3 clusters Score -2.532996e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 165689 members 
Entering Unmasked Estep 
Score: -25332994.000000 Penalty: 4080.758545
	Iteration 3Q: 3 clusters Score -2.533299e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105355 members 
Mstep: Class 2 contains 178489 members 
Entering Unmasked Estep 
Score: -25338800.000000 Penalty: 4080.758545
	Iteration 4Q: 3 clusters Score -2.53388e+07 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 196356 members 
Entering Unmasked Estep 
Score: -25348728.000000 Penalty: 4080.758545
	Iteration 5F: 3 clusters Score -2.534873e+07 nChanged 22656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 218772 members 
Entering Unmasked Estep 
Score: -25364294.000000 Penalty: 4080.758545
	Iteration 6F: 3 clusters Score -2.536429e+07 nChanged 23787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 242485 members 
Entering Unmasked Estep 
Score: -25384264.000000 Penalty: 4080.758545
	Iteration 7F: 3 clusters Score -2.538426e+07 nChanged 19341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 261810 members 
Entering Unmasked Estep 
Score: -25401616.000000 Penalty: 4080.758545
	Iteration 8F: 3 clusters Score -2.540162e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 273644 members 
Entering Unmasked Estep 
Score: -25413108.000000 Penalty: 4080.758545
	Iteration 9Q: 3 clusters Score -2.541311e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 279396 members 
Entering Unmasked Estep 
Score: -25419100.000000 Penalty: 4080.758545
	Iteration 10Q: 3 clusters Score -2.54191e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 281817 members 
Entering Unmasked Estep 
Score: -25421614.000000 Penalty: 4080.758545
	Iteration 11Q: 3 clusters Score -2.542161e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 282749 members 
Entering Unmasked Estep 
Score: -25422572.000000 Penalty: 4080.758545
	Iteration 12Q: 3 clusters Score -2.542257e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 283083 members 
Entering Unmasked Estep 
Score: -25422938.000000 Penalty: 4080.758545
	Iteration 13Q: 3 clusters Score -2.542294e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 283227 members 
Entering Unmasked Estep 
Score: -25423132.000000 Penalty: 4080.758545
	Iteration 14Q: 3 clusters Score -2.542313e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 283299 members 
Entering Unmasked Estep 
Score: -25423228.000000 Penalty: 4080.758545
	Iteration 15Q: 3 clusters Score -2.542323e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 283343 members 
Entering Unmasked Estep 
Score: -25423304.000000 Penalty: 4080.758545
	Iteration 16Q: 3 clusters Score -2.54233e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283376 members 
Entering Unmasked Estep 
Score: -25423356.000000 Penalty: 4080.758545
	Iteration 17Q: 3 clusters Score -2.542336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 283383 members 
Entering Unmasked Estep 
Score: -25423374.000000 Penalty: 4080.758545
	Iteration 18Q: 3 clusters Score -2.542337e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 283394 members 
Entering Unmasked Estep 
Score: -25423390.000000 Penalty: 4080.758545
	Iteration 19Q: 3 clusters Score -2.542339e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 283400 members 
Entering Unmasked Estep 
Score: -25423418.000000 Penalty: 4080.758545
	Iteration 20F: 3 clusters Score -2.542342e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 283402 members 
Entering Unmasked Estep 
Score: -25423440.000000 Penalty: 4080.758545
	Iteration 21Q: 3 clusters Score -2.542344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 283408 members 
Entering Unmasked Estep 
Score: -25423426.000000 Penalty: 4080.758545
	Iteration 22Q: 3 clusters Score -2.542343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 283413 members 
Entering Unmasked Estep 
Score: -25423434.000000 Penalty: 4080.758545
	Iteration 23Q: 3 clusters Score -2.542343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 283417 members 
Entering Unmasked Estep 
Score: -25423440.000000 Penalty: 4080.758545
	Iteration 24Q: 3 clusters Score -2.542344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 283418 members 
Entering Unmasked Estep 
Score: -25423454.000000 Penalty: 4080.758545
	Iteration 25Q: 3 clusters Score -2.542345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 283416 members 
Entering Unmasked Estep 
Score: -25423462.000000 Penalty: 4080.758545
	Iteration 26Q: 3 clusters Score -2.542346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 283417 members 
Entering Unmasked Estep 
Score: -25423458.000000 Penalty: 4080.758545
	Iteration 27Q: 3 clusters Score -2.542346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 283416 members 
Entering Unmasked Estep 
Score: -25423462.000000 Penalty: 4080.758545
	Iteration 28Q: 3 clusters Score -2.542346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 283418 members 
Entering Unmasked Estep 
Score: -25423460.000000 Penalty: 4080.758545
	Iteration 29Q: 3 clusters Score -2.542346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 283419 members 
Entering Unmasked Estep 
Score: -25423468.000000 Penalty: 4080.758545
	Iteration 30Q: 3 clusters Score -2.542347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 283420 members 
Entering Unmasked Estep 
Score: -25423474.000000 Penalty: 4080.758545
	Iteration 31Q: 3 clusters Score -2.542347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 283424 members 
Entering Unmasked Estep 
Score: -25423478.000000 Penalty: 4080.758545
	Iteration 32Q: 3 clusters Score -2.542348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 283428 members 
Entering Unmasked Estep 
Score: -25423470.000000 Penalty: 4080.758545
	Iteration 33Q: 3 clusters Score -2.542347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 283431 members 
Entering Unmasked Estep 
Score: -25423474.000000 Penalty: 4080.758545
	Iteration 34Q: 3 clusters Score -2.542347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 283433 members 
Entering Unmasked Estep 
Score: -25423464.000000 Penalty: 4080.758545
	Iteration 35Q: 3 clusters Score -2.542346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 283431 members 
Entering Unmasked Estep 
Score: -25423480.000000 Penalty: 4080.758545
	Iteration 36Q: 3 clusters Score -2.542348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 283433 members 
Entering Unmasked Estep 
Score: -25423490.000000 Penalty: 4080.758545
	Iteration 37Q: 3 clusters Score -2.542349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 283430 members 
Entering Unmasked Estep 
Score: -25423476.000000 Penalty: 4080.758545
	Iteration 38Q: 3 clusters Score -2.542348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 283430 members 
Entering Unmasked Estep 
Score: -25423480.000000 Penalty: 4080.758545
	Iteration 39Q: 3 clusters Score -2.542348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 283430 members 
Entering Unmasked Estep 
Score: -25423480.000000 Penalty: 4080.758545
	Iteration 40F: 3 clusters Score -2.542348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -363166.750000 Penalty: 1347.131836
	Iteration 0F: 2 clusters Score -363166.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -359854.562500 Penalty: 2694.263672
	Iteration 0F: 3 clusters Score -359854.6 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -360736.031250 Penalty: 2694.263672
	Iteration 1F: 3 clusters Score -360736 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -360916.593750 Penalty: 2694.263672
	Iteration 2F: 3 clusters Score -360916.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -361010.218750 Penalty: 2694.263672
	Iteration 3Q: 3 clusters Score -361010.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -361080.843750 Penalty: 2694.263672
	Iteration 4Q: 3 clusters Score -361080.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -361152.375000 Penalty: 2694.263672
	Iteration 5Q: 3 clusters Score -361152.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -361221.937500 Penalty: 2694.263672
	Iteration 6Q: 3 clusters Score -361221.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -361271.062500 Penalty: 2694.263672
	Iteration 7Q: 3 clusters Score -361271.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -361332.062500 Penalty: 2694.263672
	Iteration 8Q: 3 clusters Score -361332.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -361401.781250 Penalty: 2694.263672
	Iteration 9Q: 3 clusters Score -361401.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -361475.312500 Penalty: 2694.263672
	Iteration 10Q: 3 clusters Score -361475.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -361539.250000 Penalty: 2694.263672
	Iteration 11Q: 3 clusters Score -361539.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -361592.906250 Penalty: 2694.263672
	Iteration 12Q: 3 clusters Score -361592.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -361653.750000 Penalty: 2694.263672
	Iteration 13Q: 3 clusters Score -361653.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -361717.218750 Penalty: 2694.263672
	Iteration 14Q: 3 clusters Score -361717.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -361774.656250 Penalty: 2694.263672
	Iteration 15Q: 3 clusters Score -361774.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -361831.312500 Penalty: 2694.263672
	Iteration 16Q: 3 clusters Score -361831.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -361874.281250 Penalty: 2694.263672
	Iteration 17Q: 3 clusters Score -361874.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -361925.031250 Penalty: 2694.263672
	Iteration 18Q: 3 clusters Score -361925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -361956.750000 Penalty: 2694.263672
	Iteration 19Q: 3 clusters Score -361956.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -361979.281250 Penalty: 2694.263672
	Iteration 20F: 3 clusters Score -361979.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -361992.031250 Penalty: 2694.263672
	Iteration 21Q: 3 clusters Score -361992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -362004.718750 Penalty: 2694.263672
	Iteration 22Q: 3 clusters Score -362004.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -362015.343750 Penalty: 2694.263672
	Iteration 23Q: 3 clusters Score -362015.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -362022.062500 Penalty: 2694.263672
	Iteration 24Q: 3 clusters Score -362022.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -362029.500000 Penalty: 2694.263672
	Iteration 25Q: 3 clusters Score -362029.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -362037.781250 Penalty: 2694.263672
	Iteration 26Q: 3 clusters Score -362037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -362040.500000 Penalty: 2694.263672
	Iteration 27Q: 3 clusters Score -362040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -362043.687500 Penalty: 2694.263672
	Iteration 28Q: 3 clusters Score -362043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -362046.500000 Penalty: 2694.263672
	Iteration 29Q: 3 clusters Score -362046.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -362049.375000 Penalty: 2694.263672
	Iteration 30Q: 3 clusters Score -362049.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -362051.937500 Penalty: 2694.263672
	Iteration 31Q: 3 clusters Score -362051.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -362056.500000 Penalty: 2694.263672
	Iteration 32Q: 3 clusters Score -362056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -362061.250000 Penalty: 2694.263672
	Iteration 33Q: 3 clusters Score -362061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -362064.250000 Penalty: 2694.263672
	Iteration 34Q: 3 clusters Score -362064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -362066.906250 Penalty: 2694.263672
	Iteration 35Q: 3 clusters Score -362066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -362070.968750 Penalty: 2694.263672
	Iteration 36Q: 3 clusters Score -362071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -362076.343750 Penalty: 2694.263672
	Iteration 37Q: 3 clusters Score -362076.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -362080.625000 Penalty: 2694.263672
	Iteration 38Q: 3 clusters Score -362080.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -362083.500000 Penalty: 2694.263672
	Iteration 39Q: 3 clusters Score -362083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -362086.156250 Penalty: 2694.263672
	Iteration 40F: 3 clusters Score -362086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -362089.031250 Penalty: 2694.263672
	Iteration 41Q: 3 clusters Score -362089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -362091.250000 Penalty: 2694.263672
	Iteration 42Q: 3 clusters Score -362091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -362093.156250 Penalty: 2694.263672
	Iteration 43Q: 3 clusters Score -362093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -362094.937500 Penalty: 2694.263672
	Iteration 44Q: 3 clusters Score -362094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -362099.468750 Penalty: 2694.263672
	Iteration 45Q: 3 clusters Score -362099.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -362101.906250 Penalty: 2694.263672
	Iteration 46Q: 3 clusters Score -362101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -362103.250000 Penalty: 2694.263672
	Iteration 47Q: 3 clusters Score -362103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -362104.968750 Penalty: 2694.263672
	Iteration 48Q: 3 clusters Score -362105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -362104.968750 Penalty: 2694.263672
	Iteration 49F: 3 clusters Score -362105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -465903.968750 Penalty: 1388.752563
	Iteration 0F: 2 clusters Score -465904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -461800.968750 Penalty: 2777.505127
	Iteration 0F: 3 clusters Score -461801 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -462990.281250 Penalty: 2777.505127
	Iteration 1F: 3 clusters Score -462990.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -463194.250000 Penalty: 2777.505127
	Iteration 2F: 3 clusters Score -463194.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -463359.343750 Penalty: 2777.505127
	Iteration 3F: 3 clusters Score -463359.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -463490.031250 Penalty: 2777.505127
	Iteration 4Q: 3 clusters Score -463490 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -463600.500000 Penalty: 2777.505127
	Iteration 5Q: 3 clusters Score -463600.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -463717.343750 Penalty: 2777.505127
	Iteration 6Q: 3 clusters Score -463717.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -463836.156250 Penalty: 2777.505127
	Iteration 7Q: 3 clusters Score -463836.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -463979.531250 Penalty: 2777.505127
	Iteration 8Q: 3 clusters Score -463979.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -464124.968750 Penalty: 2777.505127
	Iteration 9Q: 3 clusters Score -464125 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -464257.468750 Penalty: 2777.505127
	Iteration 10Q: 3 clusters Score -464257.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -464354.843750 Penalty: 2777.505127
	Iteration 11Q: 3 clusters Score -464354.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -464456.187500 Penalty: 2777.505127
	Iteration 12Q: 3 clusters Score -464456.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -464530.156250 Penalty: 2777.505127
	Iteration 13Q: 3 clusters Score -464530.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -464564.406250 Penalty: 2777.505127
	Iteration 14Q: 3 clusters Score -464564.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -464590.156250 Penalty: 2777.505127
	Iteration 15Q: 3 clusters Score -464590.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -464618.468750 Penalty: 2777.505127
	Iteration 16Q: 3 clusters Score -464618.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -464641.718750 Penalty: 2777.505127
	Iteration 17Q: 3 clusters Score -464641.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -464653.687500 Penalty: 2777.505127
	Iteration 18Q: 3 clusters Score -464653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -464658.062500 Penalty: 2777.505127
	Iteration 19Q: 3 clusters Score -464658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -464664.468750 Penalty: 2777.505127
	Iteration 20F: 3 clusters Score -464664.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -464673.406250 Penalty: 2777.505127
	Iteration 21Q: 3 clusters Score -464673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -464684.906250 Penalty: 2777.505127
	Iteration 22Q: 3 clusters Score -464684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -464696.156250 Penalty: 2777.505127
	Iteration 23Q: 3 clusters Score -464696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -464705.062500 Penalty: 2777.505127
	Iteration 24Q: 3 clusters Score -464705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -464713.187500 Penalty: 2777.505127
	Iteration 25Q: 3 clusters Score -464713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -464714.187500 Penalty: 2777.505127
	Iteration 26Q: 3 clusters Score -464714.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -464714.187500 Penalty: 2777.505127
	Iteration 27F: 3 clusters Score -464714.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -170803.406250 Penalty: 1239.000610
	Iteration 0F: 2 clusters Score -170803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -168644.953125 Penalty: 2478.001221
	Iteration 0F: 3 clusters Score -168645 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -169122.796875 Penalty: 2478.001221
	Iteration 1F: 3 clusters Score -169122.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -169241.281250 Penalty: 2478.001221
	Iteration 2F: 3 clusters Score -169241.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -169336.312500 Penalty: 2478.001221
	Iteration 3F: 3 clusters Score -169336.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -169451.734375 Penalty: 2478.001221
	Iteration 4Q: 3 clusters Score -169451.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -169549.281250 Penalty: 2478.001221
	Iteration 5Q: 3 clusters Score -169549.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -169615.390625 Penalty: 2478.001221
	Iteration 6Q: 3 clusters Score -169615.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -169652.500000 Penalty: 2478.001221
	Iteration 7Q: 3 clusters Score -169652.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -169689.031250 Penalty: 2478.001221
	Iteration 8Q: 3 clusters Score -169689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -169723.343750 Penalty: 2478.001221
	Iteration 9Q: 3 clusters Score -169723.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -169750.171875 Penalty: 2478.001221
	Iteration 10Q: 3 clusters Score -169750.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -169770.671875 Penalty: 2478.001221
	Iteration 11Q: 3 clusters Score -169770.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -169796.015625 Penalty: 2478.001221
	Iteration 12Q: 3 clusters Score -169796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -169831.359375 Penalty: 2478.001221
	Iteration 13Q: 3 clusters Score -169831.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169864.093750 Penalty: 2478.001221
	Iteration 14Q: 3 clusters Score -169864.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169906.843750 Penalty: 2478.001221
	Iteration 15Q: 3 clusters Score -169906.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -169944.296875 Penalty: 2478.001221
	Iteration 16Q: 3 clusters Score -169944.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -169973.531250 Penalty: 2478.001221
	Iteration 17Q: 3 clusters Score -169973.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -169998.781250 Penalty: 2478.001221
	Iteration 18Q: 3 clusters Score -169998.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -170011.781250 Penalty: 2478.001221
	Iteration 19Q: 3 clusters Score -170011.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -170024.218750 Penalty: 2478.001221
	Iteration 20F: 3 clusters Score -170024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -170036.062500 Penalty: 2478.001221
	Iteration 21Q: 3 clusters Score -170036.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -170049.078125 Penalty: 2478.001221
	Iteration 22Q: 3 clusters Score -170049.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -170057.093750 Penalty: 2478.001221
	Iteration 23Q: 3 clusters Score -170057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -170062.531250 Penalty: 2478.001221
	Iteration 24Q: 3 clusters Score -170062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -170075.765625 Penalty: 2478.001221
	Iteration 25Q: 3 clusters Score -170075.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -170088.500000 Penalty: 2478.001221
	Iteration 26Q: 3 clusters Score -170088.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -170098.640625 Penalty: 2478.001221
	Iteration 27Q: 3 clusters Score -170098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -170105.578125 Penalty: 2478.001221
	Iteration 28Q: 3 clusters Score -170105.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -170113.187500 Penalty: 2478.001221
	Iteration 29Q: 3 clusters Score -170113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -170119.093750 Penalty: 2478.001221
	Iteration 30Q: 3 clusters Score -170119.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -170124.578125 Penalty: 2478.001221
	Iteration 31Q: 3 clusters Score -170124.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -170127.859375 Penalty: 2478.001221
	Iteration 32Q: 3 clusters Score -170127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -170131.796875 Penalty: 2478.001221
	Iteration 33Q: 3 clusters Score -170131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -170133.390625 Penalty: 2478.001221
	Iteration 34Q: 3 clusters Score -170133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170134.031250 Penalty: 2478.001221
	Iteration 35Q: 3 clusters Score -170134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -170134.562500 Penalty: 2478.001221
	Iteration 36Q: 3 clusters Score -170134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -170135.062500 Penalty: 2478.001221
	Iteration 37Q: 3 clusters Score -170135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170135.937500 Penalty: 2478.001221
	Iteration 38Q: 3 clusters Score -170135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170137.140625 Penalty: 2478.001221
	Iteration 39Q: 3 clusters Score -170137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -170138.062500 Penalty: 2478.001221
	Iteration 40F: 3 clusters Score -170138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -170138.875000 Penalty: 2478.001221
	Iteration 41Q: 3 clusters Score -170138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -170139.984375 Penalty: 2478.001221
	Iteration 42Q: 3 clusters Score -170140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -170142.015625 Penalty: 2478.001221
	Iteration 43Q: 3 clusters Score -170142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -170143.562500 Penalty: 2478.001221
	Iteration 44Q: 3 clusters Score -170143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -170144.906250 Penalty: 2478.001221
	Iteration 45Q: 3 clusters Score -170144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170146.703125 Penalty: 2478.001221
	Iteration 46Q: 3 clusters Score -170146.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170147.843750 Penalty: 2478.001221
	Iteration 47Q: 3 clusters Score -170147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170149.812500 Penalty: 2478.001221
	Iteration 48Q: 3 clusters Score -170149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170153.796875 Penalty: 2478.001221
	Iteration 49Q: 3 clusters Score -170153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -170155.531250 Penalty: 2478.001221
	Iteration 50Q: 3 clusters Score -170155.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -170155.531250 Penalty: 2478.001221
	Iteration 51F: 3 clusters Score -170155.5 nChanged 0
--- Evaluating fit on full set of 1575176 points ---
Entering Unmasked Estep 
Score: -137040192.000000 Penalty: 44058.246094
22->20 Clusters: Score -137040192.000000, best is -137109264.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 525058 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 23837 members 
Mstep: Class 4 contains 23604 members 
Mstep: Class 5 contains 23795 members 
Mstep: Class 6 contains 23778 members 
Mstep: Class 7 contains 24014 members 
Mstep: Class 8 contains 23767 members 
Mstep: Class 9 contains 23645 members 
Mstep: Class 10 contains 23783 members 
Mstep: Class 11 contains 23890 members 
Mstep: Class 12 contains 23858 members 
Mstep: Class 13 contains 24019 members 
Mstep: Class 14 contains 23962 members 
Mstep: Class 15 contains 23959 members 
Mstep: Class 16 contains 23878 members 
Mstep: Class 17 contains 23648 members 
Mstep: Class 18 contains 24052 members 
Mstep: Class 19 contains 23959 members 
Mstep: Class 20 contains 23953 members 
Mstep: Class 21 contains 24206 members 
Mstep: Class 22 contains 23528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 228.563950 but Gain 2140.332031
Score: -43701128.000000 Penalty: 44946.937500
Iteration 0F: 22 clusters Score -4.370113e+07 nChanged 498349
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 25047 members 
Mstep: Class 3 contains 20671 members 
Mstep: Class 4 contains 13946 members 
Mstep: Class 5 contains 18790 members 
Mstep: Class 6 contains 26069 members 
Mstep: Class 7 contains 37340 members 
Mstep: Class 8 contains 40932 members 
Mstep: Class 10 contains 19913 members 
Mstep: Class 11 contains 12305 members 
Mstep: Class 12 contains 12584 members 
Mstep: Class 13 contains 14104 members 
Mstep: Class 14 contains 31762 members 
Mstep: Class 15 contains 37366 members 
Mstep: Class 16 contains 28763 members 
Mstep: Class 17 contains 15994 members 
Mstep: Class 18 contains 31024 members 
Mstep: Class 19 contains 21897 members 
Mstep: Class 20 contains 34845 members 
Mstep: Class 21 contains 17166 members 
Mstep: Class 22 contains 33739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44844912.000000 Penalty: 44946.937500
Iteration 1F: 22 clusters Score -4.484491e+07 nChanged 196832
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 17455 members 
Mstep: Class 3 contains 15720 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 18998 members 
Mstep: Class 7 contains 33316 members 
Mstep: Class 8 contains 73615 members 
Mstep: Class 10 contains 15866 members 
Mstep: Class 11 contains 7077 members 
Mstep: Class 12 contains 12086 members 
Mstep: Class 13 contains 10821 members 
Mstep: Class 14 contains 29941 members 
Mstep: Class 15 contains 53200 members 
Mstep: Class 16 contains 22170 members 
Mstep: Class 17 contains 14288 members 
Mstep: Class 18 contains 37309 members 
Mstep: Class 19 contains 17426 members 
Mstep: Class 20 contains 46524 members 
Mstep: Class 21 contains 15456 members 
Mstep: Class 22 contains 25360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45124988.000000 Penalty: 44946.937500
Iteration 2F: 22 clusters Score -4.512499e+07 nChanged 134522
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 11573 members 
Mstep: Class 3 contains 13359 members 
Mstep: Class 4 contains 8167 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 14424 members 
Mstep: Class 7 contains 36099 members 
Mstep: Class 8 contains 114765 members 
Mstep: Class 10 contains 10444 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 9041 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 31132 members 
Mstep: Class 15 contains 57910 members 
Mstep: Class 16 contains 20250 members 
Mstep: Class 17 contains 14006 members 
Mstep: Class 18 contains 33488 members 
Mstep: Class 19 contains 16241 members 
Mstep: Class 20 contains 46225 members 
Mstep: Class 21 contains 11973 members 
Mstep: Class 22 contains 21919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45262764.000000 Penalty: 44946.937500
Iteration 3F: 22 clusters Score -4.526276e+07 nChanged 103153
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 9226 members 
Mstep: Class 3 contains 11066 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 8819 members 
Mstep: Class 6 contains 12323 members 
Mstep: Class 7 contains 40976 members 
Mstep: Class 8 contains 158054 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 5650 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 32940 members 
Mstep: Class 15 contains 55716 members 
Mstep: Class 16 contains 20768 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 26076 members 
Mstep: Class 19 contains 15882 members 
Mstep: Class 20 contains 37928 members 
Mstep: Class 21 contains 9137 members 
Mstep: Class 22 contains 22055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45363528.000000 Penalty: 44946.937500
Iteration 4F: 22 clusters Score -4.536353e+07 nChanged 86962
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 8031 members 
Mstep: Class 3 contains 9494 members 
Mstep: Class 4 contains 4130 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 10774 members 
Mstep: Class 7 contains 47161 members 
Mstep: Class 8 contains 201186 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 1655 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 33681 members 
Mstep: Class 15 contains 49620 members 
Mstep: Class 16 contains 21455 members 
Mstep: Class 17 contains 10888 members 
Mstep: Class 18 contains 18485 members 
Mstep: Class 19 contains 15142 members 
Mstep: Class 20 contains 25889 members 
Mstep: Class 21 contains 7780 members 
Mstep: Class 22 contains 22440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45447312.000000 Penalty: 44946.937500
Iteration 5F: 22 clusters Score -4.544731e+07 nChanged 69432
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 54423 members 
Mstep: Class 8 contains 236546 members 
Mstep: Class 10 contains 2794 members 
Mstep: Class 11 contains 1277 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 33097 members 
Mstep: Class 15 contains 41804 members 
Mstep: Class 16 contains 20989 members 
Mstep: Class 17 contains 9220 members 
Mstep: Class 18 contains 13013 members 
Mstep: Class 19 contains 14167 members 
Mstep: Class 20 contains 15110 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 22586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1644.569946 but Gain 2140.332031
Score: -45513744.000000 Penalty: 42806.605469
Iteration 6F: 21 clusters Score -4.551374e+07 nChanged 52298
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 8866 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 61811 members 
Mstep: Class 8 contains 260082 members 
Mstep: Class 10 contains 1920 members 
Mstep: Class 11 contains 1369 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 32366 members 
Mstep: Class 15 contains 34857 members 
Mstep: Class 16 contains 19649 members 
Mstep: Class 17 contains 8018 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 13187 members 
Mstep: Class 20 contains 8985 members 
Mstep: Class 21 contains 7417 members 
Mstep: Class 22 contains 22465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1409.757324 but Gain 2140.328125
Score: -45557840.000000 Penalty: 40666.277344
Iteration 7F: 20 clusters Score -4.555784e+07 nChanged 38618
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 8941 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 6480 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 69247 members 
Mstep: Class 8 contains 273876 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 14 contains 31725 members 
Mstep: Class 15 contains 29311 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 12136 members 
Mstep: Class 20 contains 6096 members 
Mstep: Class 21 contains 7641 members 
Mstep: Class 22 contains 22150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1652.867310 but Gain 2140.332031
Score: -45583812.000000 Penalty: 38525.945312
Iteration 8F: 19 clusters Score -4.558381e+07 nChanged 29424
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4679 members 
Mstep: Class 3 contains 9161 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 6054 members 
Mstep: Class 6 contains 4182 members 
Mstep: Class 7 contains 75788 members 
Mstep: Class 8 contains 282687 members 
Mstep: Class 11 contains 1629 members 
Mstep: Class 14 contains 31160 members 
Mstep: Class 15 contains 24906 members 
Mstep: Class 16 contains 16322 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 11206 members 
Mstep: Class 20 contains 4674 members 
Mstep: Class 21 contains 7727 members 
Mstep: Class 22 contains 21558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45602136.000000 Penalty: 38525.945312
Iteration 9F: 19 clusters Score -4.560214e+07 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 9430 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 5735 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 81143 members 
Mstep: Class 8 contains 288357 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 14 contains 30395 members 
Mstep: Class 15 contains 21416 members 
Mstep: Class 16 contains 14898 members 
Mstep: Class 17 contains 5895 members 
Mstep: Class 18 contains 8428 members 
Mstep: Class 19 contains 10151 members 
Mstep: Class 20 contains 3898 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 20667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45614672.000000 Penalty: 38525.945312
Iteration 10Q: 19 clusters Score -4.561467e+07 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 3 contains 9723 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 85749 members 
Mstep: Class 8 contains 292236 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 14 contains 29672 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 13789 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 8528 members 
Mstep: Class 19 contains 9128 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 7690 members 
Mstep: Class 22 contains 19664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1833.503662 but Gain 2140.328125
Score: -45623320.000000 Penalty: 36385.617188
Iteration 11Q: 18 clusters Score -4.562332e+07 nChanged 15999
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4599 members 
Mstep: Class 3 contains 10012 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 7 contains 90390 members 
Mstep: Class 8 contains 295026 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 14 contains 29202 members 
Mstep: Class 15 contains 16513 members 
Mstep: Class 16 contains 12995 members 
Mstep: Class 17 contains 5141 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 8174 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 7611 members 
Mstep: Class 22 contains 18955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45631944.000000 Penalty: 36385.617188
Iteration 12Q: 18 clusters Score -4.563194e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 10244 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 5208 members 
Mstep: Class 7 contains 93973 members 
Mstep: Class 8 contains 296647 members 
Mstep: Class 11 contains 1727 members 
Mstep: Class 14 contains 28648 members 
Mstep: Class 15 contains 14731 members 
Mstep: Class 16 contains 12309 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 9144 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 17831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45637344.000000 Penalty: 36385.617188
Iteration 13Q: 18 clusters Score -4.563734e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 5091 members 
Mstep: Class 7 contains 97266 members 
Mstep: Class 8 contains 297714 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 14 contains 28161 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 11681 members 
Mstep: Class 17 contains 4500 members 
Mstep: Class 18 contains 9600 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 2883 members 
Mstep: Class 21 contains 7365 members 
Mstep: Class 22 contains 16682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45642232.000000 Penalty: 36385.617188
Iteration 14Q: 18 clusters Score -4.564223e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 10522 members 
Mstep: Class 4 contains 4225 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 7 contains 100308 members 
Mstep: Class 8 contains 298366 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 14 contains 27747 members 
Mstep: Class 15 contains 12088 members 
Mstep: Class 16 contains 11118 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 10110 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 7285 members 
Mstep: Class 22 contains 15489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45646244.000000 Penalty: 36385.617188
Iteration 15Q: 18 clusters Score -4.564624e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 10653 members 
Mstep: Class 4 contains 4260 members 
Mstep: Class 5 contains 4844 members 
Mstep: Class 7 contains 103152 members 
Mstep: Class 8 contains 298712 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 14 contains 27416 members 
Mstep: Class 15 contains 11030 members 
Mstep: Class 16 contains 10583 members 
Mstep: Class 17 contains 4036 members 
Mstep: Class 18 contains 10564 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 14288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45649796.000000 Penalty: 36385.617188
Iteration 16Q: 18 clusters Score -4.56498e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5809 members 
Mstep: Class 3 contains 10793 members 
Mstep: Class 4 contains 4273 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 7 contains 105756 members 
Mstep: Class 8 contains 298742 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 14 contains 27159 members 
Mstep: Class 15 contains 10155 members 
Mstep: Class 16 contains 10063 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 11013 members 
Mstep: Class 19 contains 4716 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 7264 members 
Mstep: Class 22 contains 13139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45653372.000000 Penalty: 36385.617188
Iteration 17Q: 18 clusters Score -4.565337e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6154 members 
Mstep: Class 3 contains 10934 members 
Mstep: Class 4 contains 4243 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 7 contains 108315 members 
Mstep: Class 8 contains 298604 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 9599 members 
Mstep: Class 17 contains 3710 members 
Mstep: Class 18 contains 11484 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 2771 members 
Mstep: Class 21 contains 7272 members 
Mstep: Class 22 contains 12024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45656212.000000 Penalty: 36385.617188
Iteration 18Q: 18 clusters Score -4.565621e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6534 members 
Mstep: Class 3 contains 11049 members 
Mstep: Class 4 contains 4217 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 7 contains 110672 members 
Mstep: Class 8 contains 298249 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 14 contains 26619 members 
Mstep: Class 15 contains 8680 members 
Mstep: Class 16 contains 9141 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 12041 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 2776 members 
Mstep: Class 21 contains 7291 members 
Mstep: Class 22 contains 10933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45658932.000000 Penalty: 36385.617188
Iteration 19Q: 18 clusters Score -4.565893e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6884 members 
Mstep: Class 3 contains 11187 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 4244 members 
Mstep: Class 7 contains 112907 members 
Mstep: Class 8 contains 297796 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 14 contains 26319 members 
Mstep: Class 15 contains 8067 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 3519 members 
Mstep: Class 18 contains 12597 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 9885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45661420.000000 Penalty: 36385.617188
Iteration 20F: 18 clusters Score -4.566142e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7201 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 7 contains 115051 members 
Mstep: Class 8 contains 297237 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 14 contains 26001 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 13144 members 
Mstep: Class 19 contains 3762 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 7270 members 
Mstep: Class 22 contains 8953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45663972.000000 Penalty: 36385.617188
Iteration 21Q: 18 clusters Score -4.566397e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 11384 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 3929 members 
Mstep: Class 7 contains 117237 members 
Mstep: Class 8 contains 296671 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 14 contains 25669 members 
Mstep: Class 15 contains 7048 members 
Mstep: Class 16 contains 7732 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 3678 members 
Mstep: Class 20 contains 2841 members 
Mstep: Class 21 contains 7232 members 
Mstep: Class 22 contains 8048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45666340.000000 Penalty: 36385.617188
Iteration 22Q: 18 clusters Score -4.566634e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7672 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 7 contains 119207 members 
Mstep: Class 8 contains 296084 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 14 contains 25374 members 
Mstep: Class 15 contains 6614 members 
Mstep: Class 16 contains 7234 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 14134 members 
Mstep: Class 19 contains 3646 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 7213 members 
Mstep: Class 22 contains 7224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45668316.000000 Penalty: 36385.617188
Iteration 23Q: 18 clusters Score -4.566832e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7841 members 
Mstep: Class 3 contains 11613 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 7 contains 121064 members 
Mstep: Class 8 contains 295498 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 14 contains 25076 members 
Mstep: Class 15 contains 6221 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 3320 members 
Mstep: Class 18 contains 14571 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 7167 members 
Mstep: Class 22 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45670160.000000 Penalty: 36385.617188
Iteration 24Q: 18 clusters Score -4.567016e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7972 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 3513 members 
Mstep: Class 7 contains 122817 members 
Mstep: Class 8 contains 294921 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 14 contains 24805 members 
Mstep: Class 15 contains 5895 members 
Mstep: Class 16 contains 6283 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 14895 members 
Mstep: Class 19 contains 3715 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 21 contains 7149 members 
Mstep: Class 22 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45671880.000000 Penalty: 36385.617188
Iteration 25Q: 18 clusters Score -4.567188e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 11827 members 
Mstep: Class 4 contains 3973 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 7 contains 124482 members 
Mstep: Class 8 contains 294367 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 14 contains 24524 members 
Mstep: Class 15 contains 5603 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 3243 members 
Mstep: Class 18 contains 15192 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 21 contains 7122 members 
Mstep: Class 22 contains 5079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45673360.000000 Penalty: 36385.617188
Iteration 26Q: 18 clusters Score -4.567336e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8116 members 
Mstep: Class 3 contains 11957 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 7 contains 126003 members 
Mstep: Class 8 contains 293722 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 14 contains 24288 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 5413 members 
Mstep: Class 17 contains 3214 members 
Mstep: Class 18 contains 15447 members 
Mstep: Class 19 contains 3825 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 7084 members 
Mstep: Class 22 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674680.000000 Penalty: 36385.617188
Iteration 27Q: 18 clusters Score -4.567468e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 12078 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 7 contains 127322 members 
Mstep: Class 8 contains 293082 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 14 contains 24097 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 5056 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 15681 members 
Mstep: Class 19 contains 3873 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 22 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45675816.000000 Penalty: 36385.617188
Iteration 28Q: 18 clusters Score -4.567582e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 12202 members 
Mstep: Class 4 contains 3900 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 7 contains 128473 members 
Mstep: Class 8 contains 292445 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 14 contains 23895 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 4739 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 15904 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45676784.000000 Penalty: 36385.617188
Iteration 29Q: 18 clusters Score -4.567678e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8142 members 
Mstep: Class 3 contains 12300 members 
Mstep: Class 4 contains 3883 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 7 contains 129480 members 
Mstep: Class 8 contains 291892 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 14 contains 23681 members 
Mstep: Class 15 contains 4901 members 
Mstep: Class 16 contains 4469 members 
Mstep: Class 17 contains 3122 members 
Mstep: Class 18 contains 16111 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45677432.000000 Penalty: 36385.617188
Iteration 30Q: 18 clusters Score -4.567743e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 12397 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 7 contains 130369 members 
Mstep: Class 8 contains 291398 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 14 contains 23461 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 4269 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 16297 members 
Mstep: Class 19 contains 3979 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 3036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678048.000000 Penalty: 36385.617188
Iteration 31Q: 18 clusters Score -4.567805e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 12501 members 
Mstep: Class 4 contains 3853 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 7 contains 131060 members 
Mstep: Class 8 contains 290944 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 16482 members 
Mstep: Class 19 contains 3996 members 
Mstep: Class 20 contains 3731 members 
Mstep: Class 21 contains 7002 members 
Mstep: Class 22 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678336.000000 Penalty: 36385.617188
Iteration 32Q: 18 clusters Score -4.567834e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8127 members 
Mstep: Class 3 contains 12601 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 7 contains 131691 members 
Mstep: Class 8 contains 290563 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 14 contains 23108 members 
Mstep: Class 15 contains 4591 members 
Mstep: Class 16 contains 3951 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 16611 members 
Mstep: Class 19 contains 4011 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45678852.000000 Penalty: 36385.617188
Iteration 33Q: 18 clusters Score -4.567885e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8118 members 
Mstep: Class 3 contains 12690 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 7 contains 132312 members 
Mstep: Class 8 contains 290239 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 14 contains 22967 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 3815 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 3861 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45679048.000000 Penalty: 36385.617188
Iteration 34Q: 18 clusters Score -4.567905e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8112 members 
Mstep: Class 3 contains 12768 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 2764 members 
Mstep: Class 7 contains 132814 members 
Mstep: Class 8 contains 289938 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 14 contains 22829 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 3702 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 16846 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 3923 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45679504.000000 Penalty: 36385.617188
Iteration 35Q: 18 clusters Score -4.56795e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8096 members 
Mstep: Class 3 contains 12857 members 
Mstep: Class 4 contains 3828 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 7 contains 133263 members 
Mstep: Class 8 contains 289714 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 14 contains 22671 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 16929 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45679820.000000 Penalty: 36385.617188
Iteration 36Q: 18 clusters Score -4.567982e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 3819 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 7 contains 133659 members 
Mstep: Class 8 contains 289528 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 14 contains 22505 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 17003 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45680096.000000 Penalty: 36385.617188
Iteration 37Q: 18 clusters Score -4.56801e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 13009 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 7 contains 134030 members 
Mstep: Class 8 contains 289373 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 17056 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 4045 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45680324.000000 Penalty: 36385.617188
Iteration 38Q: 18 clusters Score -4.568032e+07 nChanged 995
Entering ConstructFrom: 
Score: -45680324.000000 Penalty: 36385.617188
Entering ConstructFrom: 
Trying to split cluster 1 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -452194.593750 Penalty: 1383.653442
	Iteration 0F: 2 clusters Score -452194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -448213.718750 Penalty: 2767.306885
	Iteration 0F: 3 clusters Score -448213.7 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -449278.781250 Penalty: 2767.306885
	Iteration 1F: 3 clusters Score -449278.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -449452.593750 Penalty: 2767.306885
	Iteration 2F: 3 clusters Score -449452.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -449585.468750 Penalty: 2767.306885
	Iteration 3F: 3 clusters Score -449585.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -449716.437500 Penalty: 2767.306885
	Iteration 4Q: 3 clusters Score -449716.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -449871.812500 Penalty: 2767.306885
	Iteration 5Q: 3 clusters Score -449871.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -450048.031250 Penalty: 2767.306885
	Iteration 6Q: 3 clusters Score -450048 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -450198.656250 Penalty: 2767.306885
	Iteration 7Q: 3 clusters Score -450198.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -450343.625000 Penalty: 2767.306885
	Iteration 8Q: 3 clusters Score -450343.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -450470.343750 Penalty: 2767.306885
	Iteration 9Q: 3 clusters Score -450470.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -450577.406250 Penalty: 2767.306885
	Iteration 10Q: 3 clusters Score -450577.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -450670.000000 Penalty: 2767.306885
	Iteration 11Q: 3 clusters Score -450670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -450735.750000 Penalty: 2767.306885
	Iteration 12Q: 3 clusters Score -450735.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -450791.281250 Penalty: 2767.306885
	Iteration 13Q: 3 clusters Score -450791.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -450850.562500 Penalty: 2767.306885
	Iteration 14Q: 3 clusters Score -450850.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -450899.218750 Penalty: 2767.306885
	Iteration 15Q: 3 clusters Score -450899.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -450921.562500 Penalty: 2767.306885
	Iteration 16Q: 3 clusters Score -450921.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -450946.875000 Penalty: 2767.306885
	Iteration 17Q: 3 clusters Score -450946.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -450980.125000 Penalty: 2767.306885
	Iteration 18Q: 3 clusters Score -450980.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -450999.468750 Penalty: 2767.306885
	Iteration 19Q: 3 clusters Score -450999.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -451009.281250 Penalty: 2767.306885
	Iteration 20F: 3 clusters Score -451009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -451017.218750 Penalty: 2767.306885
	Iteration 21Q: 3 clusters Score -451017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -451023.625000 Penalty: 2767.306885
	Iteration 22Q: 3 clusters Score -451023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -451026.218750 Penalty: 2767.306885
	Iteration 23Q: 3 clusters Score -451026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -451030.750000 Penalty: 2767.306885
	Iteration 24Q: 3 clusters Score -451030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -451031.468750 Penalty: 2767.306885
	Iteration 25Q: 3 clusters Score -451031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -451034.500000 Penalty: 2767.306885
	Iteration 26Q: 3 clusters Score -451034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -451034.906250 Penalty: 2767.306885
	Iteration 27Q: 3 clusters Score -451034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -451034.906250 Penalty: 2767.306885
	Iteration 28F: 3 clusters Score -451034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -719718.437500 Penalty: 1461.633667
	Iteration 0F: 2 clusters Score -719718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -713775.812500 Penalty: 2923.267334
	Iteration 0F: 3 clusters Score -713775.8 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -715600.312500 Penalty: 2923.267334
	Iteration 1F: 3 clusters Score -715600.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -715874.625000 Penalty: 2923.267334
	Iteration 2F: 3 clusters Score -715874.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -716118.000000 Penalty: 2923.267334
	Iteration 3F: 3 clusters Score -716118 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -716388.125000 Penalty: 2923.267334
	Iteration 4F: 3 clusters Score -716388.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -716657.875000 Penalty: 2923.267334
	Iteration 5F: 3 clusters Score -716657.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -716956.437500 Penalty: 2923.267334
	Iteration 6F: 3 clusters Score -716956.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -717272.312500 Penalty: 2923.267334
	Iteration 7F: 3 clusters Score -717272.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -717559.062500 Penalty: 2923.267334
	Iteration 8Q: 3 clusters Score -717559.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -717839.312500 Penalty: 2923.267334
	Iteration 9Q: 3 clusters Score -717839.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -718073.437500 Penalty: 2923.267334
	Iteration 10Q: 3 clusters Score -718073.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -718264.312500 Penalty: 2923.267334
	Iteration 11Q: 3 clusters Score -718264.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -718377.625000 Penalty: 2923.267334
	Iteration 12Q: 3 clusters Score -718377.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -718451.312500 Penalty: 2923.267334
	Iteration 13Q: 3 clusters Score -718451.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -718490.062500 Penalty: 2923.267334
	Iteration 14Q: 3 clusters Score -718490.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -718513.062500 Penalty: 2923.267334
	Iteration 15Q: 3 clusters Score -718513.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -718529.875000 Penalty: 2923.267334
	Iteration 16Q: 3 clusters Score -718529.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -718538.000000 Penalty: 2923.267334
	Iteration 17Q: 3 clusters Score -718538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -718544.500000 Penalty: 2923.267334
	Iteration 18Q: 3 clusters Score -718544.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -718550.812500 Penalty: 2923.267334
	Iteration 19Q: 3 clusters Score -718550.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -718558.000000 Penalty: 2923.267334
	Iteration 20F: 3 clusters Score -718558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -718562.187500 Penalty: 2923.267334
	Iteration 21Q: 3 clusters Score -718562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -718566.250000 Penalty: 2923.267334
	Iteration 22Q: 3 clusters Score -718566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -718568.687500 Penalty: 2923.267334
	Iteration 23Q: 3 clusters Score -718568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -718568.250000 Penalty: 2923.267334
	Iteration 24Q: 3 clusters Score -718568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -718569.250000 Penalty: 2923.267334
	Iteration 25Q: 3 clusters Score -718569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -718572.437500 Penalty: 2923.267334
	Iteration 26Q: 3 clusters Score -718572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -718574.312500 Penalty: 2923.267334
	Iteration 27Q: 3 clusters Score -718574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -718574.750000 Penalty: 2923.267334
	Iteration 28Q: 3 clusters Score -718574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -718575.687500 Penalty: 2923.267334
	Iteration 29Q: 3 clusters Score -718575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -718578.062500 Penalty: 2923.267334
	Iteration 30Q: 3 clusters Score -718578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -718578.437500 Penalty: 2923.267334
	Iteration 31Q: 3 clusters Score -718578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -718578.250000 Penalty: 2923.267334
	Iteration 32Q: 3 clusters Score -718578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -718579.812500 Penalty: 2923.267334
	Iteration 33Q: 3 clusters Score -718579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -718579.625000 Penalty: 2923.267334
	Iteration 34Q: 3 clusters Score -718579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -718580.562500 Penalty: 2923.267334
	Iteration 35Q: 3 clusters Score -718580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -718580.875000 Penalty: 2923.267334
	Iteration 36Q: 3 clusters Score -718580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -718580.625000 Penalty: 2923.267334
	Iteration 37Q: 3 clusters Score -718580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -718580.312500 Penalty: 2923.267334
	Iteration 38Q: 3 clusters Score -718580.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -718583.375000 Penalty: 2923.267334
	Iteration 39Q: 3 clusters Score -718583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -718582.375000 Penalty: 2923.267334
	Iteration 40F: 3 clusters Score -718582.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -718582.812500 Penalty: 2923.267334
	Iteration 41Q: 3 clusters Score -718582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -718583.375000 Penalty: 2923.267334
	Iteration 42Q: 3 clusters Score -718583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -718583.375000 Penalty: 2923.267334
	Iteration 43F: 3 clusters Score -718583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Entering Unmasked Estep 
Score: -1089162.625000 Penalty: 1540.336304
	Iteration 0F: 2 clusters Score -1089163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1079991.500000 Penalty: 3080.672607
	Iteration 0F: 3 clusters Score -1079992 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1083271.750000 Penalty: 3080.672607
	Iteration 1F: 3 clusters Score -1083272 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1083567.375000 Penalty: 3080.672607
	Iteration 2F: 3 clusters Score -1083567 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1083851.375000 Penalty: 3080.672607
	Iteration 3Q: 3 clusters Score -1083851 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1084327.250000 Penalty: 3080.672607
	Iteration 4Q: 3 clusters Score -1084327 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1085341.625000 Penalty: 3080.672607
	Iteration 5F: 3 clusters Score -1085342 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1087002.000000 Penalty: 3080.672607
	Iteration 6F: 3 clusters Score -1087002 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1088447.625000 Penalty: 3080.672607
	Iteration 7F: 3 clusters Score -1088448 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1089367.875000 Penalty: 3080.672607
	Iteration 8F: 3 clusters Score -1089368 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1089831.000000 Penalty: 3080.672607
	Iteration 9Q: 3 clusters Score -1089831 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1090091.625000 Penalty: 3080.672607
	Iteration 10Q: 3 clusters Score -1090092 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1090247.250000 Penalty: 3080.672607
	Iteration 11Q: 3 clusters Score -1090247 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1090340.125000 Penalty: 3080.672607
	Iteration 12Q: 3 clusters Score -1090340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1090410.625000 Penalty: 3080.672607
	Iteration 13Q: 3 clusters Score -1090411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1090464.875000 Penalty: 3080.672607
	Iteration 14Q: 3 clusters Score -1090465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1090500.375000 Penalty: 3080.672607
	Iteration 15Q: 3 clusters Score -1090500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1090523.000000 Penalty: 3080.672607
	Iteration 16Q: 3 clusters Score -1090523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1090539.500000 Penalty: 3080.672607
	Iteration 17Q: 3 clusters Score -1090540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1090549.750000 Penalty: 3080.672607
	Iteration 18Q: 3 clusters Score -1090550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1090557.750000 Penalty: 3080.672607
	Iteration 19Q: 3 clusters Score -1090558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1090566.000000 Penalty: 3080.672607
	Iteration 20F: 3 clusters Score -1090566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1090574.250000 Penalty: 3080.672607
	Iteration 21Q: 3 clusters Score -1090574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1090581.750000 Penalty: 3080.672607
	Iteration 22Q: 3 clusters Score -1090582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1090586.375000 Penalty: 3080.672607
	Iteration 23Q: 3 clusters Score -1090586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1090593.750000 Penalty: 3080.672607
	Iteration 24Q: 3 clusters Score -1090594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1090594.875000 Penalty: 3080.672607
	Iteration 25Q: 3 clusters Score -1090595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1090602.125000 Penalty: 3080.672607
	Iteration 26Q: 3 clusters Score -1090602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1090607.375000 Penalty: 3080.672607
	Iteration 27Q: 3 clusters Score -1090607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1090609.750000 Penalty: 3080.672607
	Iteration 28Q: 3 clusters Score -1090610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1090612.750000 Penalty: 3080.672607
	Iteration 29Q: 3 clusters Score -1090613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1090615.500000 Penalty: 3080.672607
	Iteration 30Q: 3 clusters Score -1090616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1090618.250000 Penalty: 3080.672607
	Iteration 31Q: 3 clusters Score -1090618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1090619.000000 Penalty: 3080.672607
	Iteration 32Q: 3 clusters Score -1090619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1090616.375000 Penalty: 3080.672607
	Iteration 33Q: 3 clusters Score -1090616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1090620.250000 Penalty: 3080.672607
	Iteration 34Q: 3 clusters Score -1090620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1090623.625000 Penalty: 3080.672607
	Iteration 35Q: 3 clusters Score -1090624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1090625.375000 Penalty: 3080.672607
	Iteration 36Q: 3 clusters Score -1090625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1090629.750000 Penalty: 3080.672607
	Iteration 37Q: 3 clusters Score -1090630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1090631.125000 Penalty: 3080.672607
	Iteration 38Q: 3 clusters Score -1090631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1090634.625000 Penalty: 3080.672607
	Iteration 39Q: 3 clusters Score -1090635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1090635.750000 Penalty: 3080.672607
	Iteration 40F: 3 clusters Score -1090636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1090638.375000 Penalty: 3080.672607
	Iteration 41Q: 3 clusters Score -1090638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1090638.500000 Penalty: 3080.672607
	Iteration 42Q: 3 clusters Score -1090638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1090639.875000 Penalty: 3080.672607
	Iteration 43Q: 3 clusters Score -1090640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1090641.500000 Penalty: 3080.672607
	Iteration 44Q: 3 clusters Score -1090642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1090641.875000 Penalty: 3080.672607
	Iteration 45Q: 3 clusters Score -1090642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1090643.625000 Penalty: 3080.672607
	Iteration 46Q: 3 clusters Score -1090644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1090643.125000 Penalty: 3080.672607
	Iteration 47Q: 3 clusters Score -1090643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1090643.875000 Penalty: 3080.672607
	Iteration 48Q: 3 clusters Score -1090644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1090644.000000 Penalty: 3080.672607
	Iteration 49Q: 3 clusters Score -1090644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1090644.750000 Penalty: 3080.672607
	Iteration 50Q: 3 clusters Score -1090645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1090646.250000 Penalty: 3080.672607
	Iteration 51Q: 3 clusters Score -1090646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1090645.625000 Penalty: 3080.672607
	Iteration 52Q: 3 clusters Score -1090646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1090645.625000 Penalty: 3080.672607
	Iteration 53F: 3 clusters Score -1090646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 12203 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 134327 members 
Mstep: Class 8 contains 289224 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 14 contains 22207 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 17087 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 4095 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 2125 members 
Entering Unmasked Estep 
Score: -45681404.000000 Penalty: 38525.945312
Splitting cluster 3 changes total score from -45680324.000000 to -45681404.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (3813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Entering Unmasked Estep 
Score: -333506.031250 Penalty: 1340.002930
	Iteration 0F: 2 clusters Score -333506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -330236.031250 Penalty: 2680.005859
	Iteration 0F: 3 clusters Score -330236 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -331058.625000 Penalty: 2680.005859
	Iteration 1F: 3 clusters Score -331058.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -331218.656250 Penalty: 2680.005859
	Iteration 2F: 3 clusters Score -331218.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -331320.437500 Penalty: 2680.005859
	Iteration 3F: 3 clusters Score -331320.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -331383.562500 Penalty: 2680.005859
	Iteration 4Q: 3 clusters Score -331383.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -331426.000000 Penalty: 2680.005859
	Iteration 5Q: 3 clusters Score -331426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331472.343750 Penalty: 2680.005859
	Iteration 6Q: 3 clusters Score -331472.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -331515.156250 Penalty: 2680.005859
	Iteration 7Q: 3 clusters Score -331515.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -331568.437500 Penalty: 2680.005859
	Iteration 8Q: 3 clusters Score -331568.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -331626.312500 Penalty: 2680.005859
	Iteration 9Q: 3 clusters Score -331626.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -331687.500000 Penalty: 2680.005859
	Iteration 10Q: 3 clusters Score -331687.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -331743.687500 Penalty: 2680.005859
	Iteration 11Q: 3 clusters Score -331743.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -331789.593750 Penalty: 2680.005859
	Iteration 12Q: 3 clusters Score -331789.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -331840.937500 Penalty: 2680.005859
	Iteration 13Q: 3 clusters Score -331840.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -331897.062500 Penalty: 2680.005859
	Iteration 14Q: 3 clusters Score -331897.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -331957.437500 Penalty: 2680.005859
	Iteration 15Q: 3 clusters Score -331957.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -332020.843750 Penalty: 2680.005859
	Iteration 16Q: 3 clusters Score -332020.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -332093.062500 Penalty: 2680.005859
	Iteration 17Q: 3 clusters Score -332093.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -332165.093750 Penalty: 2680.005859
	Iteration 18Q: 3 clusters Score -332165.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -332235.500000 Penalty: 2680.005859
	Iteration 19Q: 3 clusters Score -332235.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -332291.875000 Penalty: 2680.005859
	Iteration 20F: 3 clusters Score -332291.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -332332.625000 Penalty: 2680.005859
	Iteration 21Q: 3 clusters Score -332332.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -332399.062500 Penalty: 2680.005859
	Iteration 22Q: 3 clusters Score -332399.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -332528.781250 Penalty: 2680.005859
	Iteration 23Q: 3 clusters Score -332528.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -332570.375000 Penalty: 2680.005859
	Iteration 24Q: 3 clusters Score -332570.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -332596.125000 Penalty: 2680.005859
	Iteration 25Q: 3 clusters Score -332596.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -332607.468750 Penalty: 2680.005859
	Iteration 26Q: 3 clusters Score -332607.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -332618.750000 Penalty: 2680.005859
	Iteration 27Q: 3 clusters Score -332618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -332628.593750 Penalty: 2680.005859
	Iteration 28Q: 3 clusters Score -332628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -332638.593750 Penalty: 2680.005859
	Iteration 29Q: 3 clusters Score -332638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -332645.593750 Penalty: 2680.005859
	Iteration 30Q: 3 clusters Score -332645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -332652.625000 Penalty: 2680.005859
	Iteration 31Q: 3 clusters Score -332652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -332660.875000 Penalty: 2680.005859
	Iteration 32Q: 3 clusters Score -332660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -332666.093750 Penalty: 2680.005859
	Iteration 33Q: 3 clusters Score -332666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -332669.750000 Penalty: 2680.005859
	Iteration 34Q: 3 clusters Score -332669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -332670.250000 Penalty: 2680.005859
	Iteration 35Q: 3 clusters Score -332670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -332673.312500 Penalty: 2680.005859
	Iteration 36Q: 3 clusters Score -332673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -332673.437500 Penalty: 2680.005859
	Iteration 37Q: 3 clusters Score -332673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -332675.375000 Penalty: 2680.005859
	Iteration 38Q: 3 clusters Score -332675.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -332678.937500 Penalty: 2680.005859
	Iteration 39Q: 3 clusters Score -332678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -332686.312500 Penalty: 2680.005859
	Iteration 40F: 3 clusters Score -332686.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -332693.281250 Penalty: 2680.005859
	Iteration 41Q: 3 clusters Score -332693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -332700.906250 Penalty: 2680.005859
	Iteration 42Q: 3 clusters Score -332700.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -332715.218750 Penalty: 2680.005859
	Iteration 43Q: 3 clusters Score -332715.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -332732.562500 Penalty: 2680.005859
	Iteration 44Q: 3 clusters Score -332732.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -332750.500000 Penalty: 2680.005859
	Iteration 45Q: 3 clusters Score -332750.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -332760.562500 Penalty: 2680.005859
	Iteration 46Q: 3 clusters Score -332760.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -332768.531250 Penalty: 2680.005859
	Iteration 47Q: 3 clusters Score -332768.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -332782.125000 Penalty: 2680.005859
	Iteration 48Q: 3 clusters Score -332782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -332792.375000 Penalty: 2680.005859
	Iteration 49Q: 3 clusters Score -332792.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -332796.875000 Penalty: 2680.005859
	Iteration 50Q: 3 clusters Score -332796.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -332807.812500 Penalty: 2680.005859
	Iteration 51Q: 3 clusters Score -332807.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -332817.625000 Penalty: 2680.005859
	Iteration 52Q: 3 clusters Score -332817.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -332827.406250 Penalty: 2680.005859
	Iteration 53Q: 3 clusters Score -332827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -332836.156250 Penalty: 2680.005859
	Iteration 54Q: 3 clusters Score -332836.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -332844.656250 Penalty: 2680.005859
	Iteration 55Q: 3 clusters Score -332844.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -332853.718750 Penalty: 2680.005859
	Iteration 56Q: 3 clusters Score -332853.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -332866.562500 Penalty: 2680.005859
	Iteration 57Q: 3 clusters Score -332866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -332879.250000 Penalty: 2680.005859
	Iteration 58Q: 3 clusters Score -332879.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -332891.812500 Penalty: 2680.005859
	Iteration 59Q: 3 clusters Score -332891.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -332902.937500 Penalty: 2680.005859
	Iteration 60F: 3 clusters Score -332902.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -332909.031250 Penalty: 2680.005859
	Iteration 61Q: 3 clusters Score -332909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -332920.718750 Penalty: 2680.005859
	Iteration 62Q: 3 clusters Score -332920.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -332930.718750 Penalty: 2680.005859
	Iteration 63Q: 3 clusters Score -332930.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -332945.156250 Penalty: 2680.005859
	Iteration 64Q: 3 clusters Score -332945.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -332960.468750 Penalty: 2680.005859
	Iteration 65Q: 3 clusters Score -332960.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -332979.062500 Penalty: 2680.005859
	Iteration 66Q: 3 clusters Score -332979.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -333002.406250 Penalty: 2680.005859
	Iteration 67Q: 3 clusters Score -333002.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -333024.593750 Penalty: 2680.005859
	Iteration 68Q: 3 clusters Score -333024.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -333044.531250 Penalty: 2680.005859
	Iteration 69Q: 3 clusters Score -333044.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -333070.843750 Penalty: 2680.005859
	Iteration 70Q: 3 clusters Score -333070.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -333101.687500 Penalty: 2680.005859
	Iteration 71Q: 3 clusters Score -333101.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -333138.875000 Penalty: 2680.005859
	Iteration 72Q: 3 clusters Score -333138.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -333195.062500 Penalty: 2680.005859
	Iteration 73Q: 3 clusters Score -333195.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -333262.937500 Penalty: 2680.005859
	Iteration 74Q: 3 clusters Score -333262.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -333374.375000 Penalty: 2680.005859
	Iteration 75Q: 3 clusters Score -333374.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -333565.687500 Penalty: 2680.005859
	Iteration 76Q: 3 clusters Score -333565.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -333881.812500 Penalty: 2680.005859
	Iteration 77Q: 3 clusters Score -333881.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -334356.500000 Penalty: 2680.005859
	Iteration 78Q: 3 clusters Score -334356.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -334932.875000 Penalty: 2680.005859
	Iteration 79Q: 3 clusters Score -334932.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -335266.531250 Penalty: 2680.005859
	Iteration 80F: 3 clusters Score -335266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -335290.656250 Penalty: 2680.005859
	Iteration 81Q: 3 clusters Score -335290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -335290.656250 Penalty: 2680.005859
	Iteration 82F: 3 clusters Score -335290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 12203 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 134327 members 
Mstep: Class 8 contains 289224 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 14 contains 22207 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 17087 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 4095 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 2125 members 
Entering Unmasked Estep 
Score: -45682432.000000 Penalty: 40666.277344
Splitting cluster 4 changes total score from -45680324.000000 to -45682432.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -241091.468750 Penalty: 1279.583252
	Iteration 0F: 2 clusters Score -241091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -238590.109375 Penalty: 2559.166504
	Iteration 0F: 3 clusters Score -238590.1 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -239180.187500 Penalty: 2559.166504
	Iteration 1F: 3 clusters Score -239180.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -239277.750000 Penalty: 2559.166504
	Iteration 2F: 3 clusters Score -239277.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -239337.906250 Penalty: 2559.166504
	Iteration 3Q: 3 clusters Score -239337.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -239383.203125 Penalty: 2559.166504
	Iteration 4Q: 3 clusters Score -239383.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -239421.437500 Penalty: 2559.166504
	Iteration 5Q: 3 clusters Score -239421.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -239449.484375 Penalty: 2559.166504
	Iteration 6Q: 3 clusters Score -239449.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -239467.343750 Penalty: 2559.166504
	Iteration 7Q: 3 clusters Score -239467.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -239476.921875 Penalty: 2559.166504
	Iteration 8Q: 3 clusters Score -239476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -239482.875000 Penalty: 2559.166504
	Iteration 9Q: 3 clusters Score -239482.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -239485.828125 Penalty: 2559.166504
	Iteration 10Q: 3 clusters Score -239485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -239489.656250 Penalty: 2559.166504
	Iteration 11Q: 3 clusters Score -239489.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -239492.812500 Penalty: 2559.166504
	Iteration 12Q: 3 clusters Score -239492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -239495.468750 Penalty: 2559.166504
	Iteration 13Q: 3 clusters Score -239495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -239496.296875 Penalty: 2559.166504
	Iteration 14Q: 3 clusters Score -239496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -239496.984375 Penalty: 2559.166504
	Iteration 15Q: 3 clusters Score -239497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -239498.828125 Penalty: 2559.166504
	Iteration 16Q: 3 clusters Score -239498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -239501.171875 Penalty: 2559.166504
	Iteration 17Q: 3 clusters Score -239501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239504.437500 Penalty: 2559.166504
	Iteration 18Q: 3 clusters Score -239504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -239507.703125 Penalty: 2559.166504
	Iteration 19Q: 3 clusters Score -239507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -239509.828125 Penalty: 2559.166504
	Iteration 20F: 3 clusters Score -239509.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -239512.218750 Penalty: 2559.166504
	Iteration 21Q: 3 clusters Score -239512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -239513.859375 Penalty: 2559.166504
	Iteration 22Q: 3 clusters Score -239513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -239515.000000 Penalty: 2559.166504
	Iteration 23Q: 3 clusters Score -239515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -239515.578125 Penalty: 2559.166504
	Iteration 24Q: 3 clusters Score -239515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -239516.187500 Penalty: 2559.166504
	Iteration 25Q: 3 clusters Score -239516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -239516.187500 Penalty: 2559.166504
	Iteration 26F: 3 clusters Score -239516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Entering Unmasked Estep 
Score: -11607634.000000 Penalty: 1918.805176
	Iteration 0F: 2 clusters Score -1.160763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -11517549.000000 Penalty: 3837.610352
	Iteration 0F: 3 clusters Score -1.151755e+07 nChanged 64601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -11555058.000000 Penalty: 3837.610352
	Iteration 1F: 3 clusters Score -1.155506e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -11555794.000000 Penalty: 3837.610352
	Iteration 2Q: 3 clusters Score -1.155579e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -11557039.000000 Penalty: 3837.610352
	Iteration 3Q: 3 clusters Score -1.155704e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -11559234.000000 Penalty: 3837.610352
	Iteration 4Q: 3 clusters Score -1.155923e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90275 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -11563608.000000 Penalty: 3837.610352
	Iteration 5F: 3 clusters Score -1.156361e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -11572347.000000 Penalty: 3837.610352
	Iteration 6F: 3 clusters Score -1.157235e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115034 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -11585426.000000 Penalty: 3837.610352
	Iteration 7F: 3 clusters Score -1.158543e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126400 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -11597767.000000 Penalty: 3837.610352
	Iteration 8F: 3 clusters Score -1.159777e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132235 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -11603784.000000 Penalty: 3837.610352
	Iteration 9Q: 3 clusters Score -1.160378e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11605433.000000 Penalty: 3837.610352
	Iteration 10Q: 3 clusters Score -1.160543e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134164 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -11605741.000000 Penalty: 3837.610352
	Iteration 11Q: 3 clusters Score -1.160574e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134215 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11605843.000000 Penalty: 3837.610352
	Iteration 12Q: 3 clusters Score -1.160584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134224 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11605881.000000 Penalty: 3837.610352
	Iteration 13Q: 3 clusters Score -1.160588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11605893.000000 Penalty: 3837.610352
	Iteration 14Q: 3 clusters Score -1.160589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -11605893.000000 Penalty: 3837.610352
	Iteration 15F: 3 clusters Score -1.160589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (289224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289224 members 
Entering Unmasked Estep 
Score: -25887084.000000 Penalty: 2043.430542
	Iteration 0F: 2 clusters Score -2.588708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144549 members 
Mstep: Class 2 contains 144675 members 
Entering Unmasked Estep 
Score: -25703768.000000 Penalty: 4086.861084
	Iteration 0F: 3 clusters Score -2.570377e+07 nChanged 140748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144735 members 
Mstep: Class 2 contains 144489 members 
Entering Unmasked Estep 
Score: -25788118.000000 Penalty: 4086.861084
	Iteration 1F: 3 clusters Score -2.578812e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143926 members 
Mstep: Class 2 contains 145298 members 
Entering Unmasked Estep 
Score: -25790274.000000 Penalty: 4086.861084
	Iteration 2Q: 3 clusters Score -2.579027e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142911 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -25793300.000000 Penalty: 4086.861084
	Iteration 3Q: 3 clusters Score -2.57933e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 147637 members 
Entering Unmasked Estep 
Score: -25797456.000000 Penalty: 4086.861084
	Iteration 4Q: 3 clusters Score -2.579746e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140069 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -25803358.000000 Penalty: 4086.861084
	Iteration 5Q: 3 clusters Score -2.580336e+07 nChanged 15773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -25812654.000000 Penalty: 4086.861084
	Iteration 6F: 3 clusters Score -2.581265e+07 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137380 members 
Mstep: Class 2 contains 151844 members 
Entering Unmasked Estep 
Score: -25825612.000000 Penalty: 4086.861084
	Iteration 7F: 3 clusters Score -2.582561e+07 nChanged 19581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137209 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -25840424.000000 Penalty: 4086.861084
	Iteration 8F: 3 clusters Score -2.584042e+07 nChanged 17588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -25850670.000000 Penalty: 4086.861084
	Iteration 9F: 3 clusters Score -2.585067e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 150970 members 
Entering Unmasked Estep 
Score: -25854866.000000 Penalty: 4086.861084
	Iteration 10Q: 3 clusters Score -2.585487e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 150259 members 
Entering Unmasked Estep 
Score: -25856490.000000 Penalty: 4086.861084
	Iteration 11Q: 3 clusters Score -2.585649e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139733 members 
Mstep: Class 2 contains 149491 members 
Entering Unmasked Estep 
Score: -25857676.000000 Penalty: 4086.861084
	Iteration 12Q: 3 clusters Score -2.585768e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140601 members 
Mstep: Class 2 contains 148623 members 
Entering Unmasked Estep 
Score: -25858488.000000 Penalty: 4086.861084
	Iteration 13Q: 3 clusters Score -2.585849e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141493 members 
Mstep: Class 2 contains 147731 members 
Entering Unmasked Estep 
Score: -25859474.000000 Penalty: 4086.861084
	Iteration 14Q: 3 clusters Score -2.585947e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 146766 members 
Entering Unmasked Estep 
Score: -25860348.000000 Penalty: 4086.861084
	Iteration 15Q: 3 clusters Score -2.586035e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 145716 members 
Entering Unmasked Estep 
Score: -25861078.000000 Penalty: 4086.861084
	Iteration 16Q: 3 clusters Score -2.586108e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 144522 members 
Entering Unmasked Estep 
Score: -25862118.000000 Penalty: 4086.861084
	Iteration 17Q: 3 clusters Score -2.586212e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146033 members 
Mstep: Class 2 contains 143191 members 
Entering Unmasked Estep 
Score: -25863180.000000 Penalty: 4086.861084
	Iteration 18Q: 3 clusters Score -2.586318e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147516 members 
Mstep: Class 2 contains 141708 members 
Entering Unmasked Estep 
Score: -25864152.000000 Penalty: 4086.861084
	Iteration 19Q: 3 clusters Score -2.586415e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149167 members 
Mstep: Class 2 contains 140057 members 
Entering Unmasked Estep 
Score: -25865268.000000 Penalty: 4086.861084
	Iteration 20F: 3 clusters Score -2.586527e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 138278 members 
Entering Unmasked Estep 
Score: -25866100.000000 Penalty: 4086.861084
	Iteration 21Q: 3 clusters Score -2.58661e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152832 members 
Mstep: Class 2 contains 136392 members 
Entering Unmasked Estep 
Score: -25867130.000000 Penalty: 4086.861084
	Iteration 22Q: 3 clusters Score -2.586713e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154793 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -25867604.000000 Penalty: 4086.861084
	Iteration 23Q: 3 clusters Score -2.58676e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -25868364.000000 Penalty: 4086.861084
	Iteration 24Q: 3 clusters Score -2.586836e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159276 members 
Mstep: Class 2 contains 129948 members 
Entering Unmasked Estep 
Score: -25869330.000000 Penalty: 4086.861084
	Iteration 25Q: 3 clusters Score -2.586933e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161838 members 
Mstep: Class 2 contains 127386 members 
Entering Unmasked Estep 
Score: -25870094.000000 Penalty: 4086.861084
	Iteration 26Q: 3 clusters Score -2.587009e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -25870856.000000 Penalty: 4086.861084
	Iteration 27Q: 3 clusters Score -2.587086e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Mstep: Class 2 contains 122151 members 
Entering Unmasked Estep 
Score: -25871780.000000 Penalty: 4086.861084
	Iteration 28Q: 3 clusters Score -2.587178e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169909 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
Score: -25872574.000000 Penalty: 4086.861084
	Iteration 29Q: 3 clusters Score -2.587257e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -25873716.000000 Penalty: 4086.861084
	Iteration 30Q: 3 clusters Score -2.587372e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 113194 members 
Entering Unmasked Estep 
Score: -25874958.000000 Penalty: 4086.861084
	Iteration 31Q: 3 clusters Score -2.587496e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179082 members 
Mstep: Class 2 contains 110142 members 
Entering Unmasked Estep 
Score: -25876002.000000 Penalty: 4086.861084
	Iteration 32Q: 3 clusters Score -2.5876e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182140 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -25877098.000000 Penalty: 4086.861084
	Iteration 33Q: 3 clusters Score -2.58771e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185169 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -25877986.000000 Penalty: 4086.861084
	Iteration 34Q: 3 clusters Score -2.587799e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 101217 members 
Entering Unmasked Estep 
Score: -25878766.000000 Penalty: 4086.861084
	Iteration 35Q: 3 clusters Score -2.587877e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190551 members 
Mstep: Class 2 contains 98673 members 
Entering Unmasked Estep 
Score: -25879250.000000 Penalty: 4086.861084
	Iteration 36Q: 3 clusters Score -2.587925e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192885 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -25879688.000000 Penalty: 4086.861084
	Iteration 37Q: 3 clusters Score -2.587969e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -25879922.000000 Penalty: 4086.861084
	Iteration 38Q: 3 clusters Score -2.587992e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197014 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -25880060.000000 Penalty: 4086.861084
	Iteration 39Q: 3 clusters Score -2.588006e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198758 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -25880220.000000 Penalty: 4086.861084
	Iteration 40F: 3 clusters Score -2.588022e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200416 members 
Mstep: Class 2 contains 88808 members 
Entering Unmasked Estep 
Score: -25880314.000000 Penalty: 4086.861084
	Iteration 41Q: 3 clusters Score -2.588031e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201967 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -25880364.000000 Penalty: 4086.861084
	Iteration 42Q: 3 clusters Score -2.588036e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203361 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -25880432.000000 Penalty: 4086.861084
	Iteration 43Q: 3 clusters Score -2.588043e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204641 members 
Mstep: Class 2 contains 84583 members 
Entering Unmasked Estep 
Score: -25880426.000000 Penalty: 4086.861084
	Iteration 44Q: 3 clusters Score -2.588043e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205922 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -25880422.000000 Penalty: 4086.861084
	Iteration 45Q: 3 clusters Score -2.588042e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207130 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -25880568.000000 Penalty: 4086.861084
	Iteration 46Q: 3 clusters Score -2.588057e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208279 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -25880656.000000 Penalty: 4086.861084
	Iteration 47Q: 3 clusters Score -2.588066e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209339 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -25880612.000000 Penalty: 4086.861084
	Iteration 48Q: 3 clusters Score -2.588061e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210316 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -25880558.000000 Penalty: 4086.861084
	Iteration 49Q: 3 clusters Score -2.588056e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211230 members 
Mstep: Class 2 contains 77994 members 
Entering Unmasked Estep 
Score: -25880482.000000 Penalty: 4086.861084
	Iteration 50Q: 3 clusters Score -2.588048e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212092 members 
Mstep: Class 2 contains 77132 members 
Entering Unmasked Estep 
Score: -25880478.000000 Penalty: 4086.861084
	Iteration 51Q: 3 clusters Score -2.588048e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212899 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -25880426.000000 Penalty: 4086.861084
	Iteration 52Q: 3 clusters Score -2.588043e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213644 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -25880486.000000 Penalty: 4086.861084
	Iteration 53Q: 3 clusters Score -2.588049e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214336 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -25880464.000000 Penalty: 4086.861084
	Iteration 54Q: 3 clusters Score -2.588046e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215016 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -25880372.000000 Penalty: 4086.861084
	Iteration 55Q: 3 clusters Score -2.588037e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215659 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -25880326.000000 Penalty: 4086.861084
	Iteration 56Q: 3 clusters Score -2.588033e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216232 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -25880330.000000 Penalty: 4086.861084
	Iteration 57Q: 3 clusters Score -2.588033e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216771 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -25880360.000000 Penalty: 4086.861084
	Iteration 58Q: 3 clusters Score -2.588036e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217288 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -25880408.000000 Penalty: 4086.861084
	Iteration 59Q: 3 clusters Score -2.588041e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217776 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -25880398.000000 Penalty: 4086.861084
	Iteration 60F: 3 clusters Score -2.58804e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218217 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -25880390.000000 Penalty: 4086.861084
	Iteration 61Q: 3 clusters Score -2.588039e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218636 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -25880370.000000 Penalty: 4086.861084
	Iteration 62Q: 3 clusters Score -2.588037e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219061 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -25880326.000000 Penalty: 4086.861084
	Iteration 63Q: 3 clusters Score -2.588033e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219480 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -25880368.000000 Penalty: 4086.861084
	Iteration 64Q: 3 clusters Score -2.588037e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219884 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -25880326.000000 Penalty: 4086.861084
	Iteration 65Q: 3 clusters Score -2.588033e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220262 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -25880310.000000 Penalty: 4086.861084
	Iteration 66Q: 3 clusters Score -2.588031e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220601 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -25880348.000000 Penalty: 4086.861084
	Iteration 67Q: 3 clusters Score -2.588035e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220944 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -25880334.000000 Penalty: 4086.861084
	Iteration 68Q: 3 clusters Score -2.588033e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221273 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -25880326.000000 Penalty: 4086.861084
	Iteration 69Q: 3 clusters Score -2.588033e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221581 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -25880292.000000 Penalty: 4086.861084
	Iteration 70Q: 3 clusters Score -2.588029e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221879 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -25880278.000000 Penalty: 4086.861084
	Iteration 71Q: 3 clusters Score -2.588028e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222151 members 
Mstep: Class 2 contains 67073 members 
Entering Unmasked Estep 
Score: -25880246.000000 Penalty: 4086.861084
	Iteration 72Q: 3 clusters Score -2.588025e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222430 members 
Mstep: Class 2 contains 66794 members 
Entering Unmasked Estep 
Score: -25880282.000000 Penalty: 4086.861084
	Iteration 73Q: 3 clusters Score -2.588028e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222700 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -25880256.000000 Penalty: 4086.861084
	Iteration 74Q: 3 clusters Score -2.588026e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222967 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -25880250.000000 Penalty: 4086.861084
	Iteration 75Q: 3 clusters Score -2.588025e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223236 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -25880248.000000 Penalty: 4086.861084
	Iteration 76Q: 3 clusters Score -2.588025e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223486 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -25880214.000000 Penalty: 4086.861084
	Iteration 77Q: 3 clusters Score -2.588021e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223724 members 
Mstep: Class 2 contains 65500 members 
Entering Unmasked Estep 
Score: -25880214.000000 Penalty: 4086.861084
	Iteration 78Q: 3 clusters Score -2.588021e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223972 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -25880234.000000 Penalty: 4086.861084
	Iteration 79Q: 3 clusters Score -2.588023e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224193 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -25880224.000000 Penalty: 4086.861084
	Iteration 80F: 3 clusters Score -2.588022e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224404 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -25880204.000000 Penalty: 4086.861084
	Iteration 81Q: 3 clusters Score -2.58802e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224606 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -25880172.000000 Penalty: 4086.861084
	Iteration 82Q: 3 clusters Score -2.588017e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224801 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -25880186.000000 Penalty: 4086.861084
	Iteration 83Q: 3 clusters Score -2.588019e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225008 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -25880138.000000 Penalty: 4086.861084
	Iteration 84Q: 3 clusters Score -2.588014e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225212 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -25880168.000000 Penalty: 4086.861084
	Iteration 85Q: 3 clusters Score -2.588017e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225411 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -25880152.000000 Penalty: 4086.861084
	Iteration 86Q: 3 clusters Score -2.588015e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225602 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -25880154.000000 Penalty: 4086.861084
	Iteration 87Q: 3 clusters Score -2.588015e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225780 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -25880196.000000 Penalty: 4086.861084
	Iteration 88Q: 3 clusters Score -2.58802e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225939 members 
Mstep: Class 2 contains 63285 members 
Entering Unmasked Estep 
Score: -25880162.000000 Penalty: 4086.861084
	Iteration 89Q: 3 clusters Score -2.588016e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226084 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -25880182.000000 Penalty: 4086.861084
	Iteration 90Q: 3 clusters Score -2.588018e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226235 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -25880192.000000 Penalty: 4086.861084
	Iteration 91Q: 3 clusters Score -2.588019e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226385 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -25880198.000000 Penalty: 4086.861084
	Iteration 92Q: 3 clusters Score -2.58802e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226514 members 
Mstep: Class 2 contains 62710 members 
Entering Unmasked Estep 
Score: -25880190.000000 Penalty: 4086.861084
	Iteration 93Q: 3 clusters Score -2.588019e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226627 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -25880156.000000 Penalty: 4086.861084
	Iteration 94Q: 3 clusters Score -2.588016e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226732 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -25880174.000000 Penalty: 4086.861084
	Iteration 95Q: 3 clusters Score -2.588017e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226833 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -25880176.000000 Penalty: 4086.861084
	Iteration 96Q: 3 clusters Score -2.588018e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226912 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -25880194.000000 Penalty: 4086.861084
	Iteration 97Q: 3 clusters Score -2.588019e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226997 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -25880168.000000 Penalty: 4086.861084
	Iteration 98Q: 3 clusters Score -2.588017e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227084 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -25880152.000000 Penalty: 4086.861084
	Iteration 99Q: 3 clusters Score -2.588015e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227162 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -25880134.000000 Penalty: 4086.861084
	Iteration 100F: 3 clusters Score -2.588013e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227244 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -25880122.000000 Penalty: 4086.861084
	Iteration 101Q: 3 clusters Score -2.588012e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227322 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -25880092.000000 Penalty: 4086.861084
	Iteration 102Q: 3 clusters Score -2.588009e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227396 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -25880096.000000 Penalty: 4086.861084
	Iteration 103Q: 3 clusters Score -2.58801e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227480 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -25880086.000000 Penalty: 4086.861084
	Iteration 104Q: 3 clusters Score -2.588009e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227569 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -25880090.000000 Penalty: 4086.861084
	Iteration 105Q: 3 clusters Score -2.588009e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227661 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -25880090.000000 Penalty: 4086.861084
	Iteration 106Q: 3 clusters Score -2.588009e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227748 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -25880074.000000 Penalty: 4086.861084
	Iteration 107Q: 3 clusters Score -2.588007e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227836 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -25880082.000000 Penalty: 4086.861084
	Iteration 108Q: 3 clusters Score -2.588008e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227944 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -25880040.000000 Penalty: 4086.861084
	Iteration 109Q: 3 clusters Score -2.588004e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228042 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -25880038.000000 Penalty: 4086.861084
	Iteration 110Q: 3 clusters Score -2.588004e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228134 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -25880032.000000 Penalty: 4086.861084
	Iteration 111Q: 3 clusters Score -2.588003e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228211 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -25880040.000000 Penalty: 4086.861084
	Iteration 112Q: 3 clusters Score -2.588004e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228277 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -25880004.000000 Penalty: 4086.861084
	Iteration 113Q: 3 clusters Score -2.588e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228361 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -25880030.000000 Penalty: 4086.861084
	Iteration 114Q: 3 clusters Score -2.588003e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228444 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -25880040.000000 Penalty: 4086.861084
	Iteration 115Q: 3 clusters Score -2.588004e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228530 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -25880038.000000 Penalty: 4086.861084
	Iteration 116Q: 3 clusters Score -2.588004e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228607 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -25880030.000000 Penalty: 4086.861084
	Iteration 117Q: 3 clusters Score -2.588003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228696 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -25879988.000000 Penalty: 4086.861084
	Iteration 118Q: 3 clusters Score -2.587999e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228779 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -25880016.000000 Penalty: 4086.861084
	Iteration 119Q: 3 clusters Score -2.588002e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228856 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -25880004.000000 Penalty: 4086.861084
	Iteration 120F: 3 clusters Score -2.588e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228939 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -25879994.000000 Penalty: 4086.861084
	Iteration 121Q: 3 clusters Score -2.587999e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229041 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -25879954.000000 Penalty: 4086.861084
	Iteration 122Q: 3 clusters Score -2.587995e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229147 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -25879926.000000 Penalty: 4086.861084
	Iteration 123Q: 3 clusters Score -2.587993e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229257 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -25879882.000000 Penalty: 4086.861084
	Iteration 124Q: 3 clusters Score -2.587988e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229366 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -25879892.000000 Penalty: 4086.861084
	Iteration 125Q: 3 clusters Score -2.587989e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229470 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -25879880.000000 Penalty: 4086.861084
	Iteration 126Q: 3 clusters Score -2.587988e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229569 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -25879900.000000 Penalty: 4086.861084
	Iteration 127Q: 3 clusters Score -2.58799e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229655 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -25879886.000000 Penalty: 4086.861084
	Iteration 128Q: 3 clusters Score -2.587989e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229743 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -25879868.000000 Penalty: 4086.861084
	Iteration 129Q: 3 clusters Score -2.587987e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229823 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -25879898.000000 Penalty: 4086.861084
	Iteration 130Q: 3 clusters Score -2.58799e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229900 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -25879906.000000 Penalty: 4086.861084
	Iteration 131Q: 3 clusters Score -2.587991e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229997 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -25879878.000000 Penalty: 4086.861084
	Iteration 132Q: 3 clusters Score -2.587988e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230098 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -25879824.000000 Penalty: 4086.861084
	Iteration 133Q: 3 clusters Score -2.587982e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230206 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -25879822.000000 Penalty: 4086.861084
	Iteration 134Q: 3 clusters Score -2.587982e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230321 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -25879810.000000 Penalty: 4086.861084
	Iteration 135Q: 3 clusters Score -2.587981e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230442 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -25879796.000000 Penalty: 4086.861084
	Iteration 136Q: 3 clusters Score -2.58798e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230558 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -25879790.000000 Penalty: 4086.861084
	Iteration 137Q: 3 clusters Score -2.587979e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230676 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -25879760.000000 Penalty: 4086.861084
	Iteration 138Q: 3 clusters Score -2.587976e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230770 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -25879766.000000 Penalty: 4086.861084
	Iteration 139Q: 3 clusters Score -2.587977e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230862 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -25879754.000000 Penalty: 4086.861084
	Iteration 140F: 3 clusters Score -2.587975e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230958 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -25879760.000000 Penalty: 4086.861084
	Iteration 141Q: 3 clusters Score -2.587976e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231054 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
Score: -25879740.000000 Penalty: 4086.861084
	Iteration 142Q: 3 clusters Score -2.587974e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231156 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -25879750.000000 Penalty: 4086.861084
	Iteration 143Q: 3 clusters Score -2.587975e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231248 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -25879720.000000 Penalty: 4086.861084
	Iteration 144Q: 3 clusters Score -2.587972e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231342 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -25879728.000000 Penalty: 4086.861084
	Iteration 145Q: 3 clusters Score -2.587973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231425 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 4086.861084
	Iteration 146Q: 3 clusters Score -2.587977e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231508 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -25879744.000000 Penalty: 4086.861084
	Iteration 147Q: 3 clusters Score -2.587974e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231592 members 
Mstep: Class 2 contains 57632 members 
Entering Unmasked Estep 
Score: -25879732.000000 Penalty: 4086.861084
	Iteration 148Q: 3 clusters Score -2.587973e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231680 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -25879710.000000 Penalty: 4086.861084
	Iteration 149Q: 3 clusters Score -2.587971e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231762 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -25879722.000000 Penalty: 4086.861084
	Iteration 150Q: 3 clusters Score -2.587972e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231858 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -25879700.000000 Penalty: 4086.861084
	Iteration 151Q: 3 clusters Score -2.58797e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231956 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -25879682.000000 Penalty: 4086.861084
	Iteration 152Q: 3 clusters Score -2.587968e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232048 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -25879688.000000 Penalty: 4086.861084
	Iteration 153Q: 3 clusters Score -2.587969e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232130 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -25879708.000000 Penalty: 4086.861084
	Iteration 154Q: 3 clusters Score -2.587971e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232212 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -25879730.000000 Penalty: 4086.861084
	Iteration 155Q: 3 clusters Score -2.587973e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232293 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -25879760.000000 Penalty: 4086.861084
	Iteration 156Q: 3 clusters Score -2.587976e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232376 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 4086.861084
	Iteration 157Q: 3 clusters Score -2.587977e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232457 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -25879756.000000 Penalty: 4086.861084
	Iteration 158Q: 3 clusters Score -2.587976e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232559 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -25879730.000000 Penalty: 4086.861084
	Iteration 159Q: 3 clusters Score -2.587973e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232662 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -25879728.000000 Penalty: 4086.861084
	Iteration 160F: 3 clusters Score -2.587973e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232766 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -25879706.000000 Penalty: 4086.861084
	Iteration 161Q: 3 clusters Score -2.587971e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232861 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -25879722.000000 Penalty: 4086.861084
	Iteration 162Q: 3 clusters Score -2.587972e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232940 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -25879720.000000 Penalty: 4086.861084
	Iteration 163Q: 3 clusters Score -2.587972e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233021 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -25879698.000000 Penalty: 4086.861084
	Iteration 164Q: 3 clusters Score -2.58797e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233101 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -25879714.000000 Penalty: 4086.861084
	Iteration 165Q: 3 clusters Score -2.587971e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233182 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -25879710.000000 Penalty: 4086.861084
	Iteration 166Q: 3 clusters Score -2.587971e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233246 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -25879734.000000 Penalty: 4086.861084
	Iteration 167Q: 3 clusters Score -2.587973e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233302 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -25879718.000000 Penalty: 4086.861084
	Iteration 168Q: 3 clusters Score -2.587972e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233366 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -25879740.000000 Penalty: 4086.861084
	Iteration 169Q: 3 clusters Score -2.587974e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233424 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -25879722.000000 Penalty: 4086.861084
	Iteration 170Q: 3 clusters Score -2.587972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233479 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -25879716.000000 Penalty: 4086.861084
	Iteration 171Q: 3 clusters Score -2.587972e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233535 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -25879714.000000 Penalty: 4086.861084
	Iteration 172Q: 3 clusters Score -2.587971e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233597 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -25879722.000000 Penalty: 4086.861084
	Iteration 173Q: 3 clusters Score -2.587972e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233666 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -25879738.000000 Penalty: 4086.861084
	Iteration 174Q: 3 clusters Score -2.587974e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233753 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -25879700.000000 Penalty: 4086.861084
	Iteration 175Q: 3 clusters Score -2.58797e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233825 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -25879706.000000 Penalty: 4086.861084
	Iteration 176Q: 3 clusters Score -2.587971e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233918 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -25879662.000000 Penalty: 4086.861084
	Iteration 177Q: 3 clusters Score -2.587966e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234018 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -25879672.000000 Penalty: 4086.861084
	Iteration 178Q: 3 clusters Score -2.587967e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234140 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -25879680.000000 Penalty: 4086.861084
	Iteration 179Q: 3 clusters Score -2.587968e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234268 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -25879716.000000 Penalty: 4086.861084
	Iteration 180F: 3 clusters Score -2.587972e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234374 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -25879762.000000 Penalty: 4086.861084
	Iteration 181Q: 3 clusters Score -2.587976e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234465 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -25879786.000000 Penalty: 4086.861084
	Iteration 182Q: 3 clusters Score -2.587979e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234573 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -25879736.000000 Penalty: 4086.861084
	Iteration 183Q: 3 clusters Score -2.587974e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234692 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -25879700.000000 Penalty: 4086.861084
	Iteration 184Q: 3 clusters Score -2.58797e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234826 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -25879670.000000 Penalty: 4086.861084
	Iteration 185Q: 3 clusters Score -2.587967e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234953 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -25879676.000000 Penalty: 4086.861084
	Iteration 186Q: 3 clusters Score -2.587968e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235093 members 
Mstep: Class 2 contains 54131 members 
Entering Unmasked Estep 
Score: -25879628.000000 Penalty: 4086.861084
	Iteration 187Q: 3 clusters Score -2.587963e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235244 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -25879718.000000 Penalty: 4086.861084
	Iteration 188Q: 3 clusters Score -2.587972e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235411 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -25879708.000000 Penalty: 4086.861084
	Iteration 189Q: 3 clusters Score -2.587971e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235581 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -25879684.000000 Penalty: 4086.861084
	Iteration 190Q: 3 clusters Score -2.587968e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235761 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -25879616.000000 Penalty: 4086.861084
	Iteration 191Q: 3 clusters Score -2.587962e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235947 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -25879578.000000 Penalty: 4086.861084
	Iteration 192Q: 3 clusters Score -2.587958e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236113 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -25879592.000000 Penalty: 4086.861084
	Iteration 193Q: 3 clusters Score -2.587959e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236286 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -25879544.000000 Penalty: 4086.861084
	Iteration 194Q: 3 clusters Score -2.587954e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236459 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -25879556.000000 Penalty: 4086.861084
	Iteration 195Q: 3 clusters Score -2.587956e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236623 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -25879496.000000 Penalty: 4086.861084
	Iteration 196Q: 3 clusters Score -2.58795e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236785 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -25879512.000000 Penalty: 4086.861084
	Iteration 197Q: 3 clusters Score -2.587951e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236954 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -25879488.000000 Penalty: 4086.861084
	Iteration 198Q: 3 clusters Score -2.587949e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237128 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -25879480.000000 Penalty: 4086.861084
	Iteration 199Q: 3 clusters Score -2.587948e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237326 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -25879520.000000 Penalty: 4086.861084
	Iteration 200F: 3 clusters Score -2.587952e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237517 members 
Mstep: Class 2 contains 51707 members 
Entering Unmasked Estep 
Score: -25879512.000000 Penalty: 4086.861084
	Iteration 201Q: 3 clusters Score -2.587951e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237720 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -25879532.000000 Penalty: 4086.861084
	Iteration 202Q: 3 clusters Score -2.587953e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237905 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -25879556.000000 Penalty: 4086.861084
	Iteration 203Q: 3 clusters Score -2.587956e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238115 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -25879566.000000 Penalty: 4086.861084
	Iteration 204Q: 3 clusters Score -2.587957e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238337 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -25879584.000000 Penalty: 4086.861084
	Iteration 205Q: 3 clusters Score -2.587958e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238552 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -25879606.000000 Penalty: 4086.861084
	Iteration 206Q: 3 clusters Score -2.587961e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238745 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -25879612.000000 Penalty: 4086.861084
	Iteration 207Q: 3 clusters Score -2.587961e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238979 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -25879566.000000 Penalty: 4086.861084
	Iteration 208Q: 3 clusters Score -2.587957e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239206 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -25879604.000000 Penalty: 4086.861084
	Iteration 209Q: 3 clusters Score -2.58796e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239417 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -25879622.000000 Penalty: 4086.861084
	Iteration 210Q: 3 clusters Score -2.587962e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239614 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -25879610.000000 Penalty: 4086.861084
	Iteration 211Q: 3 clusters Score -2.587961e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239840 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -25879568.000000 Penalty: 4086.861084
	Iteration 212Q: 3 clusters Score -2.587957e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240030 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -25879564.000000 Penalty: 4086.861084
	Iteration 213Q: 3 clusters Score -2.587956e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240238 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -25879560.000000 Penalty: 4086.861084
	Iteration 214Q: 3 clusters Score -2.587956e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240445 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -25879640.000000 Penalty: 4086.861084
	Iteration 215Q: 3 clusters Score -2.587964e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240661 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -25879616.000000 Penalty: 4086.861084
	Iteration 216Q: 3 clusters Score -2.587962e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240891 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -25879628.000000 Penalty: 4086.861084
	Iteration 217Q: 3 clusters Score -2.587963e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241118 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -25879598.000000 Penalty: 4086.861084
	Iteration 218Q: 3 clusters Score -2.58796e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241317 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -25879626.000000 Penalty: 4086.861084
	Iteration 219Q: 3 clusters Score -2.587963e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241528 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -25879612.000000 Penalty: 4086.861084
	Iteration 220F: 3 clusters Score -2.587961e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241731 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -25879608.000000 Penalty: 4086.861084
	Iteration 221Q: 3 clusters Score -2.587961e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241956 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -25879584.000000 Penalty: 4086.861084
	Iteration 222Q: 3 clusters Score -2.587958e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242193 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -25879584.000000 Penalty: 4086.861084
	Iteration 223Q: 3 clusters Score -2.587958e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242416 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -25879550.000000 Penalty: 4086.861084
	Iteration 224Q: 3 clusters Score -2.587955e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242650 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -25879572.000000 Penalty: 4086.861084
	Iteration 225Q: 3 clusters Score -2.587957e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242865 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -25879580.000000 Penalty: 4086.861084
	Iteration 226Q: 3 clusters Score -2.587958e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243064 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -25879566.000000 Penalty: 4086.861084
	Iteration 227Q: 3 clusters Score -2.587957e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243245 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -25879570.000000 Penalty: 4086.861084
	Iteration 228Q: 3 clusters Score -2.587957e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243430 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -25879592.000000 Penalty: 4086.861084
	Iteration 229Q: 3 clusters Score -2.587959e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243618 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -25879616.000000 Penalty: 4086.861084
	Iteration 230Q: 3 clusters Score -2.587962e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243793 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -25879652.000000 Penalty: 4086.861084
	Iteration 231Q: 3 clusters Score -2.587965e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243982 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -25879616.000000 Penalty: 4086.861084
	Iteration 232Q: 3 clusters Score -2.587962e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244164 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -25879536.000000 Penalty: 4086.861084
	Iteration 233Q: 3 clusters Score -2.587954e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244339 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -25879566.000000 Penalty: 4086.861084
	Iteration 234Q: 3 clusters Score -2.587957e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244523 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -25879604.000000 Penalty: 4086.861084
	Iteration 235Q: 3 clusters Score -2.58796e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244712 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -25879606.000000 Penalty: 4086.861084
	Iteration 236Q: 3 clusters Score -2.587961e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244903 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -25879638.000000 Penalty: 4086.861084
	Iteration 237Q: 3 clusters Score -2.587964e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245075 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -25879660.000000 Penalty: 4086.861084
	Iteration 238Q: 3 clusters Score -2.587966e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245244 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -25879680.000000 Penalty: 4086.861084
	Iteration 239Q: 3 clusters Score -2.587968e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245416 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -25879700.000000 Penalty: 4086.861084
	Iteration 240F: 3 clusters Score -2.58797e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245566 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -25879690.000000 Penalty: 4086.861084
	Iteration 241Q: 3 clusters Score -2.587969e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245706 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -25879670.000000 Penalty: 4086.861084
	Iteration 242Q: 3 clusters Score -2.587967e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245871 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -25879742.000000 Penalty: 4086.861084
	Iteration 243Q: 3 clusters Score -2.587974e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246015 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -25879762.000000 Penalty: 4086.861084
	Iteration 244Q: 3 clusters Score -2.587976e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246161 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -25879732.000000 Penalty: 4086.861084
	Iteration 245Q: 3 clusters Score -2.587973e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246316 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -25879762.000000 Penalty: 4086.861084
	Iteration 246Q: 3 clusters Score -2.587976e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246486 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -25879746.000000 Penalty: 4086.861084
	Iteration 247Q: 3 clusters Score -2.587975e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246639 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -25879780.000000 Penalty: 4086.861084
	Iteration 248Q: 3 clusters Score -2.587978e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246781 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -25879794.000000 Penalty: 4086.861084
	Iteration 249Q: 3 clusters Score -2.587979e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246928 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -25879820.000000 Penalty: 4086.861084
	Iteration 250Q: 3 clusters Score -2.587982e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247062 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -25879782.000000 Penalty: 4086.861084
	Iteration 251Q: 3 clusters Score -2.587978e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247207 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -25879754.000000 Penalty: 4086.861084
	Iteration 252Q: 3 clusters Score -2.587975e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247330 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -25879758.000000 Penalty: 4086.861084
	Iteration 253Q: 3 clusters Score -2.587976e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247455 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -25879770.000000 Penalty: 4086.861084
	Iteration 254Q: 3 clusters Score -2.587977e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247560 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -25879802.000000 Penalty: 4086.861084
	Iteration 255Q: 3 clusters Score -2.58798e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247662 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 4086.861084
	Iteration 256Q: 3 clusters Score -2.587977e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247784 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -25879780.000000 Penalty: 4086.861084
	Iteration 257Q: 3 clusters Score -2.587978e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247888 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -25879792.000000 Penalty: 4086.861084
	Iteration 258Q: 3 clusters Score -2.587979e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247985 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -25879726.000000 Penalty: 4086.861084
	Iteration 259Q: 3 clusters Score -2.587973e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248083 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -25879720.000000 Penalty: 4086.861084
	Iteration 260F: 3 clusters Score -2.587972e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248173 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -25879718.000000 Penalty: 4086.861084
	Iteration 261Q: 3 clusters Score -2.587972e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248290 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -25879736.000000 Penalty: 4086.861084
	Iteration 262Q: 3 clusters Score -2.587974e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248426 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -25879752.000000 Penalty: 4086.861084
	Iteration 263Q: 3 clusters Score -2.587975e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248564 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -25879698.000000 Penalty: 4086.861084
	Iteration 264Q: 3 clusters Score -2.58797e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248704 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -25879680.000000 Penalty: 4086.861084
	Iteration 265Q: 3 clusters Score -2.587968e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248851 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -25879668.000000 Penalty: 4086.861084
	Iteration 266Q: 3 clusters Score -2.587967e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248994 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -25879682.000000 Penalty: 4086.861084
	Iteration 267Q: 3 clusters Score -2.587968e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249117 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -25879658.000000 Penalty: 4086.861084
	Iteration 268Q: 3 clusters Score -2.587966e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249254 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -25879646.000000 Penalty: 4086.861084
	Iteration 269Q: 3 clusters Score -2.587965e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249404 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -25879616.000000 Penalty: 4086.861084
	Iteration 270Q: 3 clusters Score -2.587962e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249527 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -25879632.000000 Penalty: 4086.861084
	Iteration 271Q: 3 clusters Score -2.587963e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249646 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -25879636.000000 Penalty: 4086.861084
	Iteration 272Q: 3 clusters Score -2.587964e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249773 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -25879648.000000 Penalty: 4086.861084
	Iteration 273Q: 3 clusters Score -2.587965e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249903 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -25879630.000000 Penalty: 4086.861084
	Iteration 274Q: 3 clusters Score -2.587963e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250036 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -25879600.000000 Penalty: 4086.861084
	Iteration 275Q: 3 clusters Score -2.58796e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250183 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -25879612.000000 Penalty: 4086.861084
	Iteration 276Q: 3 clusters Score -2.587961e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250316 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -25879626.000000 Penalty: 4086.861084
	Iteration 277Q: 3 clusters Score -2.587963e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250450 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -25879624.000000 Penalty: 4086.861084
	Iteration 278Q: 3 clusters Score -2.587962e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250582 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -25879616.000000 Penalty: 4086.861084
	Iteration 279Q: 3 clusters Score -2.587962e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250716 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -25879646.000000 Penalty: 4086.861084
	Iteration 280F: 3 clusters Score -2.587965e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250867 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -25879654.000000 Penalty: 4086.861084
	Iteration 281Q: 3 clusters Score -2.587965e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251014 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -25879618.000000 Penalty: 4086.861084
	Iteration 282Q: 3 clusters Score -2.587962e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251173 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -25879602.000000 Penalty: 4086.861084
	Iteration 283Q: 3 clusters Score -2.58796e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251345 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -25879606.000000 Penalty: 4086.861084
	Iteration 284Q: 3 clusters Score -2.587961e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251532 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -25879600.000000 Penalty: 4086.861084
	Iteration 285Q: 3 clusters Score -2.58796e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251717 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -25879630.000000 Penalty: 4086.861084
	Iteration 286Q: 3 clusters Score -2.587963e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251880 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -25879652.000000 Penalty: 4086.861084
	Iteration 287Q: 3 clusters Score -2.587965e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252028 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -25879702.000000 Penalty: 4086.861084
	Iteration 288Q: 3 clusters Score -2.58797e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252177 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -25879704.000000 Penalty: 4086.861084
	Iteration 289Q: 3 clusters Score -2.58797e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252320 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -25879748.000000 Penalty: 4086.861084
	Iteration 290Q: 3 clusters Score -2.587975e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252471 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -25879748.000000 Penalty: 4086.861084
	Iteration 291Q: 3 clusters Score -2.587975e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252638 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -25879718.000000 Penalty: 4086.861084
	Iteration 292Q: 3 clusters Score -2.587972e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252807 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -25879694.000000 Penalty: 4086.861084
	Iteration 293Q: 3 clusters Score -2.587969e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252984 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -25879714.000000 Penalty: 4086.861084
	Iteration 294Q: 3 clusters Score -2.587971e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253169 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 4086.861084
	Iteration 295Q: 3 clusters Score -2.587977e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253379 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -25879742.000000 Penalty: 4086.861084
	Iteration 296Q: 3 clusters Score -2.587974e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253583 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -25879788.000000 Penalty: 4086.861084
	Iteration 297Q: 3 clusters Score -2.587979e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253791 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -25879780.000000 Penalty: 4086.861084
	Iteration 298Q: 3 clusters Score -2.587978e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253973 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -25879830.000000 Penalty: 4086.861084
	Iteration 299Q: 3 clusters Score -2.587983e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254150 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -25879794.000000 Penalty: 4086.861084
	Iteration 300F: 3 clusters Score -2.587979e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254329 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -25879768.000000 Penalty: 4086.861084
	Iteration 301Q: 3 clusters Score -2.587977e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254500 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -25879752.000000 Penalty: 4086.861084
	Iteration 302Q: 3 clusters Score -2.587975e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254687 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -25879766.000000 Penalty: 4086.861084
	Iteration 303Q: 3 clusters Score -2.587977e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254867 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -25879754.000000 Penalty: 4086.861084
	Iteration 304Q: 3 clusters Score -2.587975e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255049 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -25879730.000000 Penalty: 4086.861084
	Iteration 305Q: 3 clusters Score -2.587973e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255230 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -25879720.000000 Penalty: 4086.861084
	Iteration 306Q: 3 clusters Score -2.587972e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255419 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -25879762.000000 Penalty: 4086.861084
	Iteration 307Q: 3 clusters Score -2.587976e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255621 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -25879784.000000 Penalty: 4086.861084
	Iteration 308Q: 3 clusters Score -2.587978e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255813 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -25879840.000000 Penalty: 4086.861084
	Iteration 309Q: 3 clusters Score -2.587984e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256001 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -25879860.000000 Penalty: 4086.861084
	Iteration 310Q: 3 clusters Score -2.587986e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256191 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -25879854.000000 Penalty: 4086.861084
	Iteration 311Q: 3 clusters Score -2.587985e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256378 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -25879884.000000 Penalty: 4086.861084
	Iteration 312Q: 3 clusters Score -2.587988e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256591 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -25879868.000000 Penalty: 4086.861084
	Iteration 313Q: 3 clusters Score -2.587987e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256812 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -25879972.000000 Penalty: 4086.861084
	Iteration 314Q: 3 clusters Score -2.587997e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257055 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -25880010.000000 Penalty: 4086.861084
	Iteration 315Q: 3 clusters Score -2.588001e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257291 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -25879936.000000 Penalty: 4086.861084
	Iteration 316Q: 3 clusters Score -2.587994e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257519 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -25879972.000000 Penalty: 4086.861084
	Iteration 317Q: 3 clusters Score -2.587997e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257751 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -25880014.000000 Penalty: 4086.861084
	Iteration 318Q: 3 clusters Score -2.588001e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257982 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -25880062.000000 Penalty: 4086.861084
	Iteration 319Q: 3 clusters Score -2.588006e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258230 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -25880008.000000 Penalty: 4086.861084
	Iteration 320F: 3 clusters Score -2.588001e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258473 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -25880012.000000 Penalty: 4086.861084
	Iteration 321Q: 3 clusters Score -2.588001e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258721 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -25880034.000000 Penalty: 4086.861084
	Iteration 322Q: 3 clusters Score -2.588003e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258975 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -25880024.000000 Penalty: 4086.861084
	Iteration 323Q: 3 clusters Score -2.588002e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259232 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -25880060.000000 Penalty: 4086.861084
	Iteration 324Q: 3 clusters Score -2.588006e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259499 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -25880152.000000 Penalty: 4086.861084
	Iteration 325Q: 3 clusters Score -2.588015e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259787 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -25880230.000000 Penalty: 4086.861084
	Iteration 326Q: 3 clusters Score -2.588023e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260098 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -25880294.000000 Penalty: 4086.861084
	Iteration 327Q: 3 clusters Score -2.588029e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260399 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -25880360.000000 Penalty: 4086.861084
	Iteration 328Q: 3 clusters Score -2.588036e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260686 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -25880368.000000 Penalty: 4086.861084
	Iteration 329Q: 3 clusters Score -2.588037e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260988 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -25880400.000000 Penalty: 4086.861084
	Iteration 330Q: 3 clusters Score -2.58804e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261308 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -25880376.000000 Penalty: 4086.861084
	Iteration 331Q: 3 clusters Score -2.588038e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261612 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -25880422.000000 Penalty: 4086.861084
	Iteration 332Q: 3 clusters Score -2.588042e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261912 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -25880420.000000 Penalty: 4086.861084
	Iteration 333Q: 3 clusters Score -2.588042e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262206 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -25880428.000000 Penalty: 4086.861084
	Iteration 334Q: 3 clusters Score -2.588043e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262515 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -25880438.000000 Penalty: 4086.861084
	Iteration 335Q: 3 clusters Score -2.588044e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262863 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -25880470.000000 Penalty: 4086.861084
	Iteration 336Q: 3 clusters Score -2.588047e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263209 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -25880466.000000 Penalty: 4086.861084
	Iteration 337Q: 3 clusters Score -2.588047e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263541 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -25880558.000000 Penalty: 4086.861084
	Iteration 338Q: 3 clusters Score -2.588056e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263899 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -25880678.000000 Penalty: 4086.861084
	Iteration 339Q: 3 clusters Score -2.588068e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264253 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -25880752.000000 Penalty: 4086.861084
	Iteration 340F: 3 clusters Score -2.588075e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264641 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -25880788.000000 Penalty: 4086.861084
	Iteration 341Q: 3 clusters Score -2.588079e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265033 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -25880868.000000 Penalty: 4086.861084
	Iteration 342Q: 3 clusters Score -2.588087e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265434 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -25880902.000000 Penalty: 4086.861084
	Iteration 343Q: 3 clusters Score -2.58809e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265811 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -25880964.000000 Penalty: 4086.861084
	Iteration 344Q: 3 clusters Score -2.588096e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266170 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -25881050.000000 Penalty: 4086.861084
	Iteration 345Q: 3 clusters Score -2.588105e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266555 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -25881008.000000 Penalty: 4086.861084
	Iteration 346Q: 3 clusters Score -2.588101e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266945 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -25881036.000000 Penalty: 4086.861084
	Iteration 347Q: 3 clusters Score -2.588104e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267329 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -25881154.000000 Penalty: 4086.861084
	Iteration 348Q: 3 clusters Score -2.588115e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267740 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -25881238.000000 Penalty: 4086.861084
	Iteration 349Q: 3 clusters Score -2.588124e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268141 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -25881330.000000 Penalty: 4086.861084
	Iteration 350Q: 3 clusters Score -2.588133e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268522 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -25881410.000000 Penalty: 4086.861084
	Iteration 351Q: 3 clusters Score -2.588141e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268901 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -25881558.000000 Penalty: 4086.861084
	Iteration 352Q: 3 clusters Score -2.588156e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269294 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -25881568.000000 Penalty: 4086.861084
	Iteration 353Q: 3 clusters Score -2.588157e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269706 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -25881692.000000 Penalty: 4086.861084
	Iteration 354Q: 3 clusters Score -2.588169e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270108 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -25881706.000000 Penalty: 4086.861084
	Iteration 355Q: 3 clusters Score -2.588171e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270527 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -25881790.000000 Penalty: 4086.861084
	Iteration 356Q: 3 clusters Score -2.588179e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270947 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -25881810.000000 Penalty: 4086.861084
	Iteration 357Q: 3 clusters Score -2.588181e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271357 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -25881870.000000 Penalty: 4086.861084
	Iteration 358Q: 3 clusters Score -2.588187e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271726 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -25881954.000000 Penalty: 4086.861084
	Iteration 359Q: 3 clusters Score -2.588195e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272118 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -25881990.000000 Penalty: 4086.861084
	Iteration 360F: 3 clusters Score -2.588199e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272538 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -25882070.000000 Penalty: 4086.861084
	Iteration 361Q: 3 clusters Score -2.588207e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272968 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -25882262.000000 Penalty: 4086.861084
	Iteration 362Q: 3 clusters Score -2.588226e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273414 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -25882422.000000 Penalty: 4086.861084
	Iteration 363Q: 3 clusters Score -2.588242e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273868 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -25882548.000000 Penalty: 4086.861084
	Iteration 364Q: 3 clusters Score -2.588255e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274330 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -25882612.000000 Penalty: 4086.861084
	Iteration 365Q: 3 clusters Score -2.588261e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274761 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -25882744.000000 Penalty: 4086.861084
	Iteration 366Q: 3 clusters Score -2.588274e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275191 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -25882840.000000 Penalty: 4086.861084
	Iteration 367Q: 3 clusters Score -2.588284e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275644 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -25882966.000000 Penalty: 4086.861084
	Iteration 368Q: 3 clusters Score -2.588297e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276077 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -25883112.000000 Penalty: 4086.861084
	Iteration 369Q: 3 clusters Score -2.588311e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276531 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -25883148.000000 Penalty: 4086.861084
	Iteration 370Q: 3 clusters Score -2.588315e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276967 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -25883250.000000 Penalty: 4086.861084
	Iteration 371Q: 3 clusters Score -2.588325e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277371 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -25883388.000000 Penalty: 4086.861084
	Iteration 372Q: 3 clusters Score -2.588339e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277762 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -25883458.000000 Penalty: 4086.861084
	Iteration 373Q: 3 clusters Score -2.588346e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278137 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -25883580.000000 Penalty: 4086.861084
	Iteration 374Q: 3 clusters Score -2.588358e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278518 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -25883754.000000 Penalty: 4086.861084
	Iteration 375Q: 3 clusters Score -2.588375e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278876 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -25883854.000000 Penalty: 4086.861084
	Iteration 376Q: 3 clusters Score -2.588385e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279232 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -25883988.000000 Penalty: 4086.861084
	Iteration 377Q: 3 clusters Score -2.588399e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279568 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -25884078.000000 Penalty: 4086.861084
	Iteration 378Q: 3 clusters Score -2.588408e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279897 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -25884108.000000 Penalty: 4086.861084
	Iteration 379Q: 3 clusters Score -2.588411e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280209 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -25884168.000000 Penalty: 4086.861084
	Iteration 380F: 3 clusters Score -2.588417e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280502 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -25884238.000000 Penalty: 4086.861084
	Iteration 381Q: 3 clusters Score -2.588424e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280791 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -25884392.000000 Penalty: 4086.861084
	Iteration 382Q: 3 clusters Score -2.588439e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281086 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -25884550.000000 Penalty: 4086.861084
	Iteration 383Q: 3 clusters Score -2.588455e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281377 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -25884614.000000 Penalty: 4086.861084
	Iteration 384Q: 3 clusters Score -2.588461e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281656 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -25884672.000000 Penalty: 4086.861084
	Iteration 385Q: 3 clusters Score -2.588467e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281894 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -25884738.000000 Penalty: 4086.861084
	Iteration 386Q: 3 clusters Score -2.588474e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282122 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -25884758.000000 Penalty: 4086.861084
	Iteration 387Q: 3 clusters Score -2.588476e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282327 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -25884838.000000 Penalty: 4086.861084
	Iteration 388Q: 3 clusters Score -2.588484e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282510 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -25884870.000000 Penalty: 4086.861084
	Iteration 389Q: 3 clusters Score -2.588487e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282667 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -25884906.000000 Penalty: 4086.861084
	Iteration 390Q: 3 clusters Score -2.588491e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282831 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -25884998.000000 Penalty: 4086.861084
	Iteration 391Q: 3 clusters Score -2.5885e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282990 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -25884964.000000 Penalty: 4086.861084
	Iteration 392Q: 3 clusters Score -2.588496e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283159 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -25885008.000000 Penalty: 4086.861084
	Iteration 393Q: 3 clusters Score -2.588501e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283325 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -25885044.000000 Penalty: 4086.861084
	Iteration 394Q: 3 clusters Score -2.588504e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283481 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -25885064.000000 Penalty: 4086.861084
	Iteration 395Q: 3 clusters Score -2.588506e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283620 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -25885140.000000 Penalty: 4086.861084
	Iteration 396Q: 3 clusters Score -2.588514e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283754 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -25885180.000000 Penalty: 4086.861084
	Iteration 397Q: 3 clusters Score -2.588518e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283866 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -25885184.000000 Penalty: 4086.861084
	Iteration 398Q: 3 clusters Score -2.588518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283975 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -25885214.000000 Penalty: 4086.861084
	Iteration 399Q: 3 clusters Score -2.588521e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284052 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -25885234.000000 Penalty: 4086.861084
	Iteration 400F: 3 clusters Score -2.588523e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284133 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -25885258.000000 Penalty: 4086.861084
	Iteration 401Q: 3 clusters Score -2.588526e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284210 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -25885306.000000 Penalty: 4086.861084
	Iteration 402Q: 3 clusters Score -2.588531e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284283 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -25885322.000000 Penalty: 4086.861084
	Iteration 403Q: 3 clusters Score -2.588532e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284358 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -25885364.000000 Penalty: 4086.861084
	Iteration 404Q: 3 clusters Score -2.588536e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284432 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -25885396.000000 Penalty: 4086.861084
	Iteration 405Q: 3 clusters Score -2.58854e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284492 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -25885438.000000 Penalty: 4086.861084
	Iteration 406Q: 3 clusters Score -2.588544e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284547 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -25885432.000000 Penalty: 4086.861084
	Iteration 407Q: 3 clusters Score -2.588543e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284598 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -25885428.000000 Penalty: 4086.861084
	Iteration 408Q: 3 clusters Score -2.588543e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284644 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -25885452.000000 Penalty: 4086.861084
	Iteration 409Q: 3 clusters Score -2.588545e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284699 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -25885414.000000 Penalty: 4086.861084
	Iteration 410Q: 3 clusters Score -2.588541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284738 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -25885432.000000 Penalty: 4086.861084
	Iteration 411Q: 3 clusters Score -2.588543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284783 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -25885458.000000 Penalty: 4086.861084
	Iteration 412Q: 3 clusters Score -2.588546e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284814 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -25885486.000000 Penalty: 4086.861084
	Iteration 413Q: 3 clusters Score -2.588549e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284847 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -25885496.000000 Penalty: 4086.861084
	Iteration 414Q: 3 clusters Score -2.58855e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284890 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -25885496.000000 Penalty: 4086.861084
	Iteration 415Q: 3 clusters Score -2.58855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284922 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -25885496.000000 Penalty: 4086.861084
	Iteration 416Q: 3 clusters Score -2.58855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284956 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -25885530.000000 Penalty: 4086.861084
	Iteration 417Q: 3 clusters Score -2.588553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284978 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -25885520.000000 Penalty: 4086.861084
	Iteration 418Q: 3 clusters Score -2.588552e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285003 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -25885534.000000 Penalty: 4086.861084
	Iteration 419Q: 3 clusters Score -2.588553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285026 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -25885532.000000 Penalty: 4086.861084
	Iteration 420F: 3 clusters Score -2.588553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285044 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -25885554.000000 Penalty: 4086.861084
	Iteration 421Q: 3 clusters Score -2.588555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285058 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -25885552.000000 Penalty: 4086.861084
	Iteration 422Q: 3 clusters Score -2.588555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285075 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -25885572.000000 Penalty: 4086.861084
	Iteration 423Q: 3 clusters Score -2.588557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285100 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -25885578.000000 Penalty: 4086.861084
	Iteration 424Q: 3 clusters Score -2.588558e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285127 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -25885590.000000 Penalty: 4086.861084
	Iteration 425Q: 3 clusters Score -2.588559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285146 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -25885600.000000 Penalty: 4086.861084
	Iteration 426Q: 3 clusters Score -2.58856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285169 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -25885594.000000 Penalty: 4086.861084
	Iteration 427Q: 3 clusters Score -2.588559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285195 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -25885610.000000 Penalty: 4086.861084
	Iteration 428Q: 3 clusters Score -2.588561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285215 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -25885618.000000 Penalty: 4086.861084
	Iteration 429Q: 3 clusters Score -2.588562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285235 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -25885644.000000 Penalty: 4086.861084
	Iteration 430Q: 3 clusters Score -2.588564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285251 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -25885618.000000 Penalty: 4086.861084
	Iteration 431Q: 3 clusters Score -2.588562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285272 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -25885620.000000 Penalty: 4086.861084
	Iteration 432Q: 3 clusters Score -2.588562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285294 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -25885620.000000 Penalty: 4086.861084
	Iteration 433Q: 3 clusters Score -2.588562e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285311 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -25885604.000000 Penalty: 4086.861084
	Iteration 434Q: 3 clusters Score -2.58856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285329 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -25885618.000000 Penalty: 4086.861084
	Iteration 435Q: 3 clusters Score -2.588562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285345 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -25885612.000000 Penalty: 4086.861084
	Iteration 436Q: 3 clusters Score -2.588561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285360 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -25885608.000000 Penalty: 4086.861084
	Iteration 437Q: 3 clusters Score -2.588561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285373 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -25885610.000000 Penalty: 4086.861084
	Iteration 438Q: 3 clusters Score -2.588561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285383 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -25885632.000000 Penalty: 4086.861084
	Iteration 439Q: 3 clusters Score -2.588563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285396 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -25885634.000000 Penalty: 4086.861084
	Iteration 440F: 3 clusters Score -2.588563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285407 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -25885630.000000 Penalty: 4086.861084
	Iteration 441Q: 3 clusters Score -2.588563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285422 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -25885634.000000 Penalty: 4086.861084
	Iteration 442Q: 3 clusters Score -2.588563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285429 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -25885638.000000 Penalty: 4086.861084
	Iteration 443Q: 3 clusters Score -2.588564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285433 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -25885646.000000 Penalty: 4086.861084
	Iteration 444Q: 3 clusters Score -2.588565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285437 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -25885646.000000 Penalty: 4086.861084
	Iteration 445Q: 3 clusters Score -2.588565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285443 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -25885638.000000 Penalty: 4086.861084
	Iteration 446Q: 3 clusters Score -2.588564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285449 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -25885648.000000 Penalty: 4086.861084
	Iteration 447Q: 3 clusters Score -2.588565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285454 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -25885636.000000 Penalty: 4086.861084
	Iteration 448Q: 3 clusters Score -2.588564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285461 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -25885630.000000 Penalty: 4086.861084
	Iteration 449Q: 3 clusters Score -2.588563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285464 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -25885632.000000 Penalty: 4086.861084
	Iteration 450Q: 3 clusters Score -2.588563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285467 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -25885636.000000 Penalty: 4086.861084
	Iteration 451Q: 3 clusters Score -2.588564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285471 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -25885656.000000 Penalty: 4086.861084
	Iteration 452Q: 3 clusters Score -2.588566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285476 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -25885656.000000 Penalty: 4086.861084
	Iteration 453Q: 3 clusters Score -2.588566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285484 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -25885666.000000 Penalty: 4086.861084
	Iteration 454Q: 3 clusters Score -2.588567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285492 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -25885658.000000 Penalty: 4086.861084
	Iteration 455Q: 3 clusters Score -2.588566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285496 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -25885674.000000 Penalty: 4086.861084
	Iteration 456Q: 3 clusters Score -2.588567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285503 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -25885670.000000 Penalty: 4086.861084
	Iteration 457Q: 3 clusters Score -2.588567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285511 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -25885674.000000 Penalty: 4086.861084
	Iteration 458Q: 3 clusters Score -2.588567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285514 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -25885664.000000 Penalty: 4086.861084
	Iteration 459Q: 3 clusters Score -2.588566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285516 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -25885668.000000 Penalty: 4086.861084
	Iteration 460F: 3 clusters Score -2.588567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285519 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -25885668.000000 Penalty: 4086.861084
	Iteration 461Q: 3 clusters Score -2.588567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285521 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -25885678.000000 Penalty: 4086.861084
	Iteration 462Q: 3 clusters Score -2.588568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285523 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -25885664.000000 Penalty: 4086.861084
	Iteration 463Q: 3 clusters Score -2.588566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285524 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -25885670.000000 Penalty: 4086.861084
	Iteration 464Q: 3 clusters Score -2.588567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285524 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -25885670.000000 Penalty: 4086.861084
	Iteration 465F: 3 clusters Score -2.588567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -144008.593750 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -144008.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -142188.906250 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -142188.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -143014.828125 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -143014.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -143610.046875 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -143610 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -144062.953125 Penalty: 2430.221436
	Iteration 3F: 3 clusters Score -144063 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -144264.250000 Penalty: 2430.221436
	Iteration 4F: 3 clusters Score -144264.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -144324.328125 Penalty: 2430.221436
	Iteration 5Q: 3 clusters Score -144324.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -144342.734375 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -144342.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -144356.421875 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -144356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -144367.062500 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -144367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -144369.093750 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -144369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -144371.484375 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -144371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -144372.562500 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -144372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -144372.562500 Penalty: 2430.221436
	Iteration 12F: 3 clusters Score -144372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 12203 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 134327 members 
Mstep: Class 8 contains 289224 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 14 contains 22207 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 17087 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 4095 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 2125 members 
Entering Unmasked Estep 
Score: -45681828.000000 Penalty: 42806.605469
Splitting cluster 11 changes total score from -45680324.000000 to -45681828.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (22207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Entering Unmasked Estep 
Score: -1947752.000000 Penalty: 1626.326416
	Iteration 0F: 2 clusters Score -1947752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1932640.500000 Penalty: 3252.652832
	Iteration 0F: 3 clusters Score -1932640 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1938354.375000 Penalty: 3252.652832
	Iteration 1F: 3 clusters Score -1938354 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1938870.875000 Penalty: 3252.652832
	Iteration 2F: 3 clusters Score -1938871 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1939346.000000 Penalty: 3252.652832
	Iteration 3F: 3 clusters Score -1939346 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1939870.125000 Penalty: 3252.652832
	Iteration 4F: 3 clusters Score -1939870 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1940489.625000 Penalty: 3252.652832
	Iteration 5F: 3 clusters Score -1940490 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1941217.125000 Penalty: 3252.652832
	Iteration 6F: 3 clusters Score -1941217 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1942033.750000 Penalty: 3252.652832
	Iteration 7F: 3 clusters Score -1942034 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1942785.375000 Penalty: 3252.652832
	Iteration 8Q: 3 clusters Score -1942785 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1943339.000000 Penalty: 3252.652832
	Iteration 9Q: 3 clusters Score -1943339 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1943691.625000 Penalty: 3252.652832
	Iteration 10Q: 3 clusters Score -1943692 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1943878.875000 Penalty: 3252.652832
	Iteration 11Q: 3 clusters Score -1943879 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1944024.125000 Penalty: 3252.652832
	Iteration 12Q: 3 clusters Score -1944024 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1944145.625000 Penalty: 3252.652832
	Iteration 13Q: 3 clusters Score -1944146 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1944286.875000 Penalty: 3252.652832
	Iteration 14Q: 3 clusters Score -1944287 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1944464.625000 Penalty: 3252.652832
	Iteration 15Q: 3 clusters Score -1944465 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1944639.250000 Penalty: 3252.652832
	Iteration 16Q: 3 clusters Score -1944639 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1944821.750000 Penalty: 3252.652832
	Iteration 17Q: 3 clusters Score -1944822 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1944976.625000 Penalty: 3252.652832
	Iteration 18Q: 3 clusters Score -1944977 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1945110.125000 Penalty: 3252.652832
	Iteration 19Q: 3 clusters Score -1945110 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1945205.750000 Penalty: 3252.652832
	Iteration 20F: 3 clusters Score -1945206 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1945282.625000 Penalty: 3252.652832
	Iteration 21Q: 3 clusters Score -1945283 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1945368.000000 Penalty: 3252.652832
	Iteration 22Q: 3 clusters Score -1945368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1945489.375000 Penalty: 3252.652832
	Iteration 23Q: 3 clusters Score -1945489 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1945594.000000 Penalty: 3252.652832
	Iteration 24Q: 3 clusters Score -1945594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1945675.625000 Penalty: 3252.652832
	Iteration 25Q: 3 clusters Score -1945676 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1945738.500000 Penalty: 3252.652832
	Iteration 26Q: 3 clusters Score -1945738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1945800.250000 Penalty: 3252.652832
	Iteration 27Q: 3 clusters Score -1945800 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1945850.000000 Penalty: 3252.652832
	Iteration 28Q: 3 clusters Score -1945850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1945889.500000 Penalty: 3252.652832
	Iteration 29Q: 3 clusters Score -1945890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1945924.875000 Penalty: 3252.652832
	Iteration 30Q: 3 clusters Score -1945925 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1945959.500000 Penalty: 3252.652832
	Iteration 31Q: 3 clusters Score -1945960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1945984.750000 Penalty: 3252.652832
	Iteration 32Q: 3 clusters Score -1945985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1946015.125000 Penalty: 3252.652832
	Iteration 33Q: 3 clusters Score -1946015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1946040.000000 Penalty: 3252.652832
	Iteration 34Q: 3 clusters Score -1946040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1946054.375000 Penalty: 3252.652832
	Iteration 35Q: 3 clusters Score -1946054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1946067.750000 Penalty: 3252.652832
	Iteration 36Q: 3 clusters Score -1946068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1946089.875000 Penalty: 3252.652832
	Iteration 37Q: 3 clusters Score -1946090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1946112.500000 Penalty: 3252.652832
	Iteration 38Q: 3 clusters Score -1946112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1946122.875000 Penalty: 3252.652832
	Iteration 39Q: 3 clusters Score -1946123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1946130.625000 Penalty: 3252.652832
	Iteration 40F: 3 clusters Score -1946131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1946145.500000 Penalty: 3252.652832
	Iteration 41Q: 3 clusters Score -1946146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1946156.875000 Penalty: 3252.652832
	Iteration 42Q: 3 clusters Score -1946157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1946166.500000 Penalty: 3252.652832
	Iteration 43Q: 3 clusters Score -1946166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1946172.625000 Penalty: 3252.652832
	Iteration 44Q: 3 clusters Score -1946173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1946184.625000 Penalty: 3252.652832
	Iteration 45Q: 3 clusters Score -1946185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1946202.500000 Penalty: 3252.652832
	Iteration 46Q: 3 clusters Score -1946202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1946214.750000 Penalty: 3252.652832
	Iteration 47Q: 3 clusters Score -1946215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1946231.500000 Penalty: 3252.652832
	Iteration 48Q: 3 clusters Score -1946232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1946248.250000 Penalty: 3252.652832
	Iteration 49Q: 3 clusters Score -1946248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1946258.250000 Penalty: 3252.652832
	Iteration 50Q: 3 clusters Score -1946258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1946265.000000 Penalty: 3252.652832
	Iteration 51Q: 3 clusters Score -1946265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1946271.375000 Penalty: 3252.652832
	Iteration 52Q: 3 clusters Score -1946271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1946271.250000 Penalty: 3252.652832
	Iteration 53Q: 3 clusters Score -1946271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1946273.000000 Penalty: 3252.652832
	Iteration 54Q: 3 clusters Score -1946273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1946278.875000 Penalty: 3252.652832
	Iteration 55Q: 3 clusters Score -1946279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1946280.875000 Penalty: 3252.652832
	Iteration 56Q: 3 clusters Score -1946281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1946281.750000 Penalty: 3252.652832
	Iteration 57Q: 3 clusters Score -1946282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1946281.750000 Penalty: 3252.652832
	Iteration 58Q: 3 clusters Score -1946282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1946288.500000 Penalty: 3252.652832
	Iteration 59Q: 3 clusters Score -1946288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1946290.125000 Penalty: 3252.652832
	Iteration 60F: 3 clusters Score -1946290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1946295.625000 Penalty: 3252.652832
	Iteration 61Q: 3 clusters Score -1946296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1946298.250000 Penalty: 3252.652832
	Iteration 62Q: 3 clusters Score -1946298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1946298.500000 Penalty: 3252.652832
	Iteration 63Q: 3 clusters Score -1946298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1946303.125000 Penalty: 3252.652832
	Iteration 64Q: 3 clusters Score -1946303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1946305.500000 Penalty: 3252.652832
	Iteration 65Q: 3 clusters Score -1946306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1946306.375000 Penalty: 3252.652832
	Iteration 66Q: 3 clusters Score -1946306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1946307.250000 Penalty: 3252.652832
	Iteration 67Q: 3 clusters Score -1946307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1946306.875000 Penalty: 3252.652832
	Iteration 68Q: 3 clusters Score -1946307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1946309.625000 Penalty: 3252.652832
	Iteration 69Q: 3 clusters Score -1946310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1946309.625000 Penalty: 3252.652832
	Iteration 70Q: 3 clusters Score -1946310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1946308.875000 Penalty: 3252.652832
	Iteration 71Q: 3 clusters Score -1946309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1946309.250000 Penalty: 3252.652832
	Iteration 72Q: 3 clusters Score -1946309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1946310.750000 Penalty: 3252.652832
	Iteration 73Q: 3 clusters Score -1946311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1946310.875000 Penalty: 3252.652832
	Iteration 74Q: 3 clusters Score -1946311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1946314.375000 Penalty: 3252.652832
	Iteration 75Q: 3 clusters Score -1946314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1946318.000000 Penalty: 3252.652832
	Iteration 76Q: 3 clusters Score -1946318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1946318.250000 Penalty: 3252.652832
	Iteration 77Q: 3 clusters Score -1946318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1946315.625000 Penalty: 3252.652832
	Iteration 78Q: 3 clusters Score -1946316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1946317.000000 Penalty: 3252.652832
	Iteration 79Q: 3 clusters Score -1946317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1946316.500000 Penalty: 3252.652832
	Iteration 80F: 3 clusters Score -1946316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1946315.625000 Penalty: 3252.652832
	Iteration 81Q: 3 clusters Score -1946316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1946317.875000 Penalty: 3252.652832
	Iteration 82Q: 3 clusters Score -1946318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1946317.875000 Penalty: 3252.652832
	Iteration 83Q: 3 clusters Score -1946318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1946317.875000 Penalty: 3252.652832
	Iteration 84F: 3 clusters Score -1946318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Entering Unmasked Estep 
Score: -383570.062500 Penalty: 1354.702393
	Iteration 0F: 2 clusters Score -383570.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -380120.468750 Penalty: 2709.404785
	Iteration 0F: 3 clusters Score -380120.5 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -380979.593750 Penalty: 2709.404785
	Iteration 1F: 3 clusters Score -380979.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -381111.500000 Penalty: 2709.404785
	Iteration 2F: 3 clusters Score -381111.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -381187.656250 Penalty: 2709.404785
	Iteration 3Q: 3 clusters Score -381187.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -381242.000000 Penalty: 2709.404785
	Iteration 4Q: 3 clusters Score -381242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -381279.375000 Penalty: 2709.404785
	Iteration 5Q: 3 clusters Score -381279.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -381305.375000 Penalty: 2709.404785
	Iteration 6Q: 3 clusters Score -381305.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -381334.031250 Penalty: 2709.404785
	Iteration 7Q: 3 clusters Score -381334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -381359.156250 Penalty: 2709.404785
	Iteration 8Q: 3 clusters Score -381359.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -381376.250000 Penalty: 2709.404785
	Iteration 9Q: 3 clusters Score -381376.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -381387.843750 Penalty: 2709.404785
	Iteration 10Q: 3 clusters Score -381387.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -381400.625000 Penalty: 2709.404785
	Iteration 11Q: 3 clusters Score -381400.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -381410.562500 Penalty: 2709.404785
	Iteration 12Q: 3 clusters Score -381410.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -381415.750000 Penalty: 2709.404785
	Iteration 13Q: 3 clusters Score -381415.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -381420.562500 Penalty: 2709.404785
	Iteration 14Q: 3 clusters Score -381420.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -381426.125000 Penalty: 2709.404785
	Iteration 15Q: 3 clusters Score -381426.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -381431.406250 Penalty: 2709.404785
	Iteration 16Q: 3 clusters Score -381431.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -381436.718750 Penalty: 2709.404785
	Iteration 17Q: 3 clusters Score -381436.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -381442.187500 Penalty: 2709.404785
	Iteration 18Q: 3 clusters Score -381442.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -381447.875000 Penalty: 2709.404785
	Iteration 19Q: 3 clusters Score -381447.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -381453.781250 Penalty: 2709.404785
	Iteration 20F: 3 clusters Score -381453.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -381458.562500 Penalty: 2709.404785
	Iteration 21Q: 3 clusters Score -381458.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -381462.656250 Penalty: 2709.404785
	Iteration 22Q: 3 clusters Score -381462.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -381468.687500 Penalty: 2709.404785
	Iteration 23Q: 3 clusters Score -381468.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -381475.531250 Penalty: 2709.404785
	Iteration 24Q: 3 clusters Score -381475.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -381482.500000 Penalty: 2709.404785
	Iteration 25Q: 3 clusters Score -381482.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -381487.468750 Penalty: 2709.404785
	Iteration 26Q: 3 clusters Score -381487.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -381488.906250 Penalty: 2709.404785
	Iteration 27Q: 3 clusters Score -381488.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -381489.468750 Penalty: 2709.404785
	Iteration 28Q: 3 clusters Score -381489.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -381491.906250 Penalty: 2709.404785
	Iteration 29Q: 3 clusters Score -381491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -381494.031250 Penalty: 2709.404785
	Iteration 30Q: 3 clusters Score -381494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -381498.000000 Penalty: 2709.404785
	Iteration 31Q: 3 clusters Score -381498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -381501.218750 Penalty: 2709.404785
	Iteration 32Q: 3 clusters Score -381501.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -381505.718750 Penalty: 2709.404785
	Iteration 33Q: 3 clusters Score -381505.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -381511.843750 Penalty: 2709.404785
	Iteration 34Q: 3 clusters Score -381511.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -381518.437500 Penalty: 2709.404785
	Iteration 35Q: 3 clusters Score -381518.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -381526.625000 Penalty: 2709.404785
	Iteration 36Q: 3 clusters Score -381526.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -381536.500000 Penalty: 2709.404785
	Iteration 37Q: 3 clusters Score -381536.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -381546.781250 Penalty: 2709.404785
	Iteration 38Q: 3 clusters Score -381546.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -381559.250000 Penalty: 2709.404785
	Iteration 39Q: 3 clusters Score -381559.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -381570.625000 Penalty: 2709.404785
	Iteration 40F: 3 clusters Score -381570.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -381578.406250 Penalty: 2709.404785
	Iteration 41Q: 3 clusters Score -381578.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -381585.156250 Penalty: 2709.404785
	Iteration 42Q: 3 clusters Score -381585.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -381593.218750 Penalty: 2709.404785
	Iteration 43Q: 3 clusters Score -381593.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -381600.312500 Penalty: 2709.404785
	Iteration 44Q: 3 clusters Score -381600.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -381606.375000 Penalty: 2709.404785
	Iteration 45Q: 3 clusters Score -381606.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -381611.156250 Penalty: 2709.404785
	Iteration 46Q: 3 clusters Score -381611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -381614.843750 Penalty: 2709.404785
	Iteration 47Q: 3 clusters Score -381614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -381617.593750 Penalty: 2709.404785
	Iteration 48Q: 3 clusters Score -381617.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -381620.906250 Penalty: 2709.404785
	Iteration 49Q: 3 clusters Score -381620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -381624.250000 Penalty: 2709.404785
	Iteration 50Q: 3 clusters Score -381624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -381628.562500 Penalty: 2709.404785
	Iteration 51Q: 3 clusters Score -381628.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -381634.750000 Penalty: 2709.404785
	Iteration 52Q: 3 clusters Score -381634.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -381640.906250 Penalty: 2709.404785
	Iteration 53Q: 3 clusters Score -381640.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -381648.687500 Penalty: 2709.404785
	Iteration 54Q: 3 clusters Score -381648.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -381658.593750 Penalty: 2709.404785
	Iteration 55Q: 3 clusters Score -381658.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -381665.812500 Penalty: 2709.404785
	Iteration 56Q: 3 clusters Score -381665.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -381677.968750 Penalty: 2709.404785
	Iteration 57Q: 3 clusters Score -381678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -381690.718750 Penalty: 2709.404785
	Iteration 58Q: 3 clusters Score -381690.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -381701.875000 Penalty: 2709.404785
	Iteration 59Q: 3 clusters Score -381701.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -381714.406250 Penalty: 2709.404785
	Iteration 60F: 3 clusters Score -381714.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -381726.187500 Penalty: 2709.404785
	Iteration 61Q: 3 clusters Score -381726.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -381736.812500 Penalty: 2709.404785
	Iteration 62Q: 3 clusters Score -381736.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -381752.062500 Penalty: 2709.404785
	Iteration 63Q: 3 clusters Score -381752.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -381768.531250 Penalty: 2709.404785
	Iteration 64Q: 3 clusters Score -381768.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -381792.843750 Penalty: 2709.404785
	Iteration 65Q: 3 clusters Score -381792.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -381815.281250 Penalty: 2709.404785
	Iteration 66Q: 3 clusters Score -381815.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -381846.062500 Penalty: 2709.404785
	Iteration 67Q: 3 clusters Score -381846.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -381881.781250 Penalty: 2709.404785
	Iteration 68Q: 3 clusters Score -381881.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -381921.531250 Penalty: 2709.404785
	Iteration 69Q: 3 clusters Score -381921.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -381955.031250 Penalty: 2709.404785
	Iteration 70Q: 3 clusters Score -381955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -381982.625000 Penalty: 2709.404785
	Iteration 71Q: 3 clusters Score -381982.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -382007.906250 Penalty: 2709.404785
	Iteration 72Q: 3 clusters Score -382007.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -382039.937500 Penalty: 2709.404785
	Iteration 73Q: 3 clusters Score -382039.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -382080.343750 Penalty: 2709.404785
	Iteration 74Q: 3 clusters Score -382080.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -382119.593750 Penalty: 2709.404785
	Iteration 75Q: 3 clusters Score -382119.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -382156.875000 Penalty: 2709.404785
	Iteration 76Q: 3 clusters Score -382156.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -382192.062500 Penalty: 2709.404785
	Iteration 77Q: 3 clusters Score -382192.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -382222.312500 Penalty: 2709.404785
	Iteration 78Q: 3 clusters Score -382222.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -382251.781250 Penalty: 2709.404785
	Iteration 79Q: 3 clusters Score -382251.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -382275.593750 Penalty: 2709.404785
	Iteration 80F: 3 clusters Score -382275.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -382295.843750 Penalty: 2709.404785
	Iteration 81Q: 3 clusters Score -382295.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -382315.343750 Penalty: 2709.404785
	Iteration 82Q: 3 clusters Score -382315.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -382327.406250 Penalty: 2709.404785
	Iteration 83Q: 3 clusters Score -382327.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -382335.812500 Penalty: 2709.404785
	Iteration 84Q: 3 clusters Score -382335.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -382343.531250 Penalty: 2709.404785
	Iteration 85Q: 3 clusters Score -382343.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -382353.531250 Penalty: 2709.404785
	Iteration 86Q: 3 clusters Score -382353.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -382360.343750 Penalty: 2709.404785
	Iteration 87Q: 3 clusters Score -382360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -382368.812500 Penalty: 2709.404785
	Iteration 88Q: 3 clusters Score -382368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -382374.500000 Penalty: 2709.404785
	Iteration 89Q: 3 clusters Score -382374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -382377.187500 Penalty: 2709.404785
	Iteration 90Q: 3 clusters Score -382377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -382378.031250 Penalty: 2709.404785
	Iteration 91Q: 3 clusters Score -382378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -382378.031250 Penalty: 2709.404785
	Iteration 92F: 3 clusters Score -382378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Entering Unmasked Estep 
Score: -311385.625000 Penalty: 1323.179810
	Iteration 0F: 2 clusters Score -311385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -308348.125000 Penalty: 2646.359619
	Iteration 0F: 3 clusters Score -308348.1 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -309060.375000 Penalty: 2646.359619
	Iteration 1F: 3 clusters Score -309060.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -309200.406250 Penalty: 2646.359619
	Iteration 2F: 3 clusters Score -309200.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -309277.312500 Penalty: 2646.359619
	Iteration 3Q: 3 clusters Score -309277.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -309334.250000 Penalty: 2646.359619
	Iteration 4Q: 3 clusters Score -309334.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -309382.343750 Penalty: 2646.359619
	Iteration 5Q: 3 clusters Score -309382.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -309419.468750 Penalty: 2646.359619
	Iteration 6Q: 3 clusters Score -309419.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -309458.562500 Penalty: 2646.359619
	Iteration 7Q: 3 clusters Score -309458.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -309488.843750 Penalty: 2646.359619
	Iteration 8Q: 3 clusters Score -309488.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -309511.843750 Penalty: 2646.359619
	Iteration 9Q: 3 clusters Score -309511.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -309534.468750 Penalty: 2646.359619
	Iteration 10Q: 3 clusters Score -309534.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -309555.500000 Penalty: 2646.359619
	Iteration 11Q: 3 clusters Score -309555.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -309575.031250 Penalty: 2646.359619
	Iteration 12Q: 3 clusters Score -309575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -309598.312500 Penalty: 2646.359619
	Iteration 13Q: 3 clusters Score -309598.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -309634.968750 Penalty: 2646.359619
	Iteration 14Q: 3 clusters Score -309635 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -309671.656250 Penalty: 2646.359619
	Iteration 15Q: 3 clusters Score -309671.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -309703.625000 Penalty: 2646.359619
	Iteration 16Q: 3 clusters Score -309703.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -309736.718750 Penalty: 2646.359619
	Iteration 17Q: 3 clusters Score -309736.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -309775.343750 Penalty: 2646.359619
	Iteration 18Q: 3 clusters Score -309775.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -309823.250000 Penalty: 2646.359619
	Iteration 19Q: 3 clusters Score -309823.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -309873.031250 Penalty: 2646.359619
	Iteration 20F: 3 clusters Score -309873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -309936.093750 Penalty: 2646.359619
	Iteration 21Q: 3 clusters Score -309936.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -309986.593750 Penalty: 2646.359619
	Iteration 22Q: 3 clusters Score -309986.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -310032.593750 Penalty: 2646.359619
	Iteration 23Q: 3 clusters Score -310032.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -310076.531250 Penalty: 2646.359619
	Iteration 24Q: 3 clusters Score -310076.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -310115.562500 Penalty: 2646.359619
	Iteration 25Q: 3 clusters Score -310115.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -310144.062500 Penalty: 2646.359619
	Iteration 26Q: 3 clusters Score -310144.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -310167.031250 Penalty: 2646.359619
	Iteration 27Q: 3 clusters Score -310167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -310179.593750 Penalty: 2646.359619
	Iteration 28Q: 3 clusters Score -310179.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -310191.687500 Penalty: 2646.359619
	Iteration 29Q: 3 clusters Score -310191.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -310202.625000 Penalty: 2646.359619
	Iteration 30Q: 3 clusters Score -310202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -310208.406250 Penalty: 2646.359619
	Iteration 31Q: 3 clusters Score -310208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -310212.687500 Penalty: 2646.359619
	Iteration 32Q: 3 clusters Score -310212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -310217.718750 Penalty: 2646.359619
	Iteration 33Q: 3 clusters Score -310217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -310219.156250 Penalty: 2646.359619
	Iteration 34Q: 3 clusters Score -310219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -310219.156250 Penalty: 2646.359619
	Iteration 35F: 3 clusters Score -310219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -248793.031250 Penalty: 1294.964355
	Iteration 0F: 2 clusters Score -248793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -246139.765625 Penalty: 2589.928711
	Iteration 0F: 3 clusters Score -246139.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -246758.156250 Penalty: 2589.928711
	Iteration 1F: 3 clusters Score -246758.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -246898.531250 Penalty: 2589.928711
	Iteration 2F: 3 clusters Score -246898.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -246966.328125 Penalty: 2589.928711
	Iteration 3Q: 3 clusters Score -246966.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -247019.687500 Penalty: 2589.928711
	Iteration 4Q: 3 clusters Score -247019.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -247060.875000 Penalty: 2589.928711
	Iteration 5Q: 3 clusters Score -247060.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -247090.109375 Penalty: 2589.928711
	Iteration 6Q: 3 clusters Score -247090.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -247113.625000 Penalty: 2589.928711
	Iteration 7Q: 3 clusters Score -247113.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -247138.984375 Penalty: 2589.928711
	Iteration 8Q: 3 clusters Score -247139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -247165.515625 Penalty: 2589.928711
	Iteration 9Q: 3 clusters Score -247165.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -247183.640625 Penalty: 2589.928711
	Iteration 10Q: 3 clusters Score -247183.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -247197.390625 Penalty: 2589.928711
	Iteration 11Q: 3 clusters Score -247197.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -247208.921875 Penalty: 2589.928711
	Iteration 12Q: 3 clusters Score -247208.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -247219.750000 Penalty: 2589.928711
	Iteration 13Q: 3 clusters Score -247219.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -247229.703125 Penalty: 2589.928711
	Iteration 14Q: 3 clusters Score -247229.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -247239.484375 Penalty: 2589.928711
	Iteration 15Q: 3 clusters Score -247239.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -247249.281250 Penalty: 2589.928711
	Iteration 16Q: 3 clusters Score -247249.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -247256.593750 Penalty: 2589.928711
	Iteration 17Q: 3 clusters Score -247256.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -247262.765625 Penalty: 2589.928711
	Iteration 18Q: 3 clusters Score -247262.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -247272.031250 Penalty: 2589.928711
	Iteration 19Q: 3 clusters Score -247272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -247288.078125 Penalty: 2589.928711
	Iteration 20F: 3 clusters Score -247288.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -247305.390625 Penalty: 2589.928711
	Iteration 21Q: 3 clusters Score -247305.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -247318.984375 Penalty: 2589.928711
	Iteration 22Q: 3 clusters Score -247319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -247337.843750 Penalty: 2589.928711
	Iteration 23Q: 3 clusters Score -247337.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -247353.718750 Penalty: 2589.928711
	Iteration 24Q: 3 clusters Score -247353.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -247368.781250 Penalty: 2589.928711
	Iteration 25Q: 3 clusters Score -247368.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -247387.484375 Penalty: 2589.928711
	Iteration 26Q: 3 clusters Score -247387.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -247406.468750 Penalty: 2589.928711
	Iteration 27Q: 3 clusters Score -247406.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -247427.140625 Penalty: 2589.928711
	Iteration 28Q: 3 clusters Score -247427.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -247452.937500 Penalty: 2589.928711
	Iteration 29Q: 3 clusters Score -247452.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -247477.718750 Penalty: 2589.928711
	Iteration 30Q: 3 clusters Score -247477.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -247504.140625 Penalty: 2589.928711
	Iteration 31Q: 3 clusters Score -247504.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -247530.375000 Penalty: 2589.928711
	Iteration 32Q: 3 clusters Score -247530.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -247548.609375 Penalty: 2589.928711
	Iteration 33Q: 3 clusters Score -247548.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -247563.406250 Penalty: 2589.928711
	Iteration 34Q: 3 clusters Score -247563.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -247573.062500 Penalty: 2589.928711
	Iteration 35Q: 3 clusters Score -247573.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -247584.375000 Penalty: 2589.928711
	Iteration 36Q: 3 clusters Score -247584.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -247590.546875 Penalty: 2589.928711
	Iteration 37Q: 3 clusters Score -247590.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -247594.953125 Penalty: 2589.928711
	Iteration 38Q: 3 clusters Score -247595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -247598.140625 Penalty: 2589.928711
	Iteration 39Q: 3 clusters Score -247598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -247598.937500 Penalty: 2589.928711
	Iteration 40F: 3 clusters Score -247598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -247599.140625 Penalty: 2589.928711
	Iteration 41Q: 3 clusters Score -247599.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -247600.375000 Penalty: 2589.928711
	Iteration 42Q: 3 clusters Score -247600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -247600.890625 Penalty: 2589.928711
	Iteration 43Q: 3 clusters Score -247600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -247602.000000 Penalty: 2589.928711
	Iteration 44Q: 3 clusters Score -247602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -247603.234375 Penalty: 2589.928711
	Iteration 45Q: 3 clusters Score -247603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -247605.812500 Penalty: 2589.928711
	Iteration 46Q: 3 clusters Score -247605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -247608.718750 Penalty: 2589.928711
	Iteration 47Q: 3 clusters Score -247608.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -247610.968750 Penalty: 2589.928711
	Iteration 48Q: 3 clusters Score -247611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -247615.703125 Penalty: 2589.928711
	Iteration 49Q: 3 clusters Score -247615.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -247619.609375 Penalty: 2589.928711
	Iteration 50Q: 3 clusters Score -247619.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -247625.984375 Penalty: 2589.928711
	Iteration 51Q: 3 clusters Score -247626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -247628.031250 Penalty: 2589.928711
	Iteration 52Q: 3 clusters Score -247628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -247630.109375 Penalty: 2589.928711
	Iteration 53Q: 3 clusters Score -247630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -247633.750000 Penalty: 2589.928711
	Iteration 54Q: 3 clusters Score -247633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -247636.390625 Penalty: 2589.928711
	Iteration 55Q: 3 clusters Score -247636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -247640.656250 Penalty: 2589.928711
	Iteration 56Q: 3 clusters Score -247640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -247642.437500 Penalty: 2589.928711
	Iteration 57Q: 3 clusters Score -247642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -247644.843750 Penalty: 2589.928711
	Iteration 58Q: 3 clusters Score -247644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -247649.937500 Penalty: 2589.928711
	Iteration 59Q: 3 clusters Score -247649.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -247660.296875 Penalty: 2589.928711
	Iteration 60F: 3 clusters Score -247660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -247663.328125 Penalty: 2589.928711
	Iteration 61Q: 3 clusters Score -247663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -247663.859375 Penalty: 2589.928711
	Iteration 62Q: 3 clusters Score -247663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -247663.859375 Penalty: 2589.928711
	Iteration 63F: 3 clusters Score -247663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Entering Unmasked Estep 
Score: -1534854.875000 Penalty: 1583.736816
	Iteration 0F: 2 clusters Score -1534855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1523067.750000 Penalty: 3167.473633
	Iteration 0F: 3 clusters Score -1523068 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1527270.500000 Penalty: 3167.473633
	Iteration 1F: 3 clusters Score -1527270 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1527528.625000 Penalty: 3167.473633
	Iteration 2F: 3 clusters Score -1527529 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1527732.500000 Penalty: 3167.473633
	Iteration 3Q: 3 clusters Score -1527732 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1527894.250000 Penalty: 3167.473633
	Iteration 4Q: 3 clusters Score -1527894 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1528054.375000 Penalty: 3167.473633
	Iteration 5Q: 3 clusters Score -1528054 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1528212.875000 Penalty: 3167.473633
	Iteration 6Q: 3 clusters Score -1528213 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1528409.625000 Penalty: 3167.473633
	Iteration 7Q: 3 clusters Score -1528410 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1528656.250000 Penalty: 3167.473633
	Iteration 8Q: 3 clusters Score -1528656 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1529041.625000 Penalty: 3167.473633
	Iteration 9Q: 3 clusters Score -1529042 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1529622.875000 Penalty: 3167.473633
	Iteration 10Q: 3 clusters Score -1529623 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1530430.750000 Penalty: 3167.473633
	Iteration 11F: 3 clusters Score -1530431 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1531329.875000 Penalty: 3167.473633
	Iteration 12F: 3 clusters Score -1531330 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1532172.000000 Penalty: 3167.473633
	Iteration 13F: 3 clusters Score -1532172 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1532744.250000 Penalty: 3167.473633
	Iteration 14Q: 3 clusters Score -1532744 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1533092.625000 Penalty: 3167.473633
	Iteration 15Q: 3 clusters Score -1533093 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1533319.500000 Penalty: 3167.473633
	Iteration 16Q: 3 clusters Score -1533320 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1533483.375000 Penalty: 3167.473633
	Iteration 17Q: 3 clusters Score -1533483 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1533597.000000 Penalty: 3167.473633
	Iteration 18Q: 3 clusters Score -1533597 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1533694.625000 Penalty: 3167.473633
	Iteration 19Q: 3 clusters Score -1533695 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1533760.875000 Penalty: 3167.473633
	Iteration 20F: 3 clusters Score -1533761 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1533827.000000 Penalty: 3167.473633
	Iteration 21Q: 3 clusters Score -1533827 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1533893.750000 Penalty: 3167.473633
	Iteration 22Q: 3 clusters Score -1533894 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1533964.625000 Penalty: 3167.473633
	Iteration 23Q: 3 clusters Score -1533965 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1534029.875000 Penalty: 3167.473633
	Iteration 24Q: 3 clusters Score -1534030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1534082.625000 Penalty: 3167.473633
	Iteration 25Q: 3 clusters Score -1534083 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1534144.875000 Penalty: 3167.473633
	Iteration 26Q: 3 clusters Score -1534145 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1534197.875000 Penalty: 3167.473633
	Iteration 27Q: 3 clusters Score -1534198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1534235.625000 Penalty: 3167.473633
	Iteration 28Q: 3 clusters Score -1534236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1534256.375000 Penalty: 3167.473633
	Iteration 29Q: 3 clusters Score -1534256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1534276.375000 Penalty: 3167.473633
	Iteration 30Q: 3 clusters Score -1534276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1534293.375000 Penalty: 3167.473633
	Iteration 31Q: 3 clusters Score -1534293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1534301.000000 Penalty: 3167.473633
	Iteration 32Q: 3 clusters Score -1534301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1534310.000000 Penalty: 3167.473633
	Iteration 33Q: 3 clusters Score -1534310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1534314.375000 Penalty: 3167.473633
	Iteration 34Q: 3 clusters Score -1534314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1534322.000000 Penalty: 3167.473633
	Iteration 35Q: 3 clusters Score -1534322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1534325.125000 Penalty: 3167.473633
	Iteration 36Q: 3 clusters Score -1534325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1534325.625000 Penalty: 3167.473633
	Iteration 37Q: 3 clusters Score -1534326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1534329.000000 Penalty: 3167.473633
	Iteration 38Q: 3 clusters Score -1534329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1534323.625000 Penalty: 3167.473633
	Iteration 39Q: 3 clusters Score -1534324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1534321.125000 Penalty: 3167.473633
	Iteration 40F: 3 clusters Score -1534321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1534323.625000 Penalty: 3167.473633
	Iteration 41Q: 3 clusters Score -1534324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1534323.625000 Penalty: 3167.473633
	Iteration 42Q: 3 clusters Score -1534324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1534323.625000 Penalty: 3167.473633
	Iteration 43F: 3 clusters Score -1534324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Entering Unmasked Estep 
Score: -365930.093750 Penalty: 1353.294800
	Iteration 0F: 2 clusters Score -365930.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -362499.750000 Penalty: 2706.589600
	Iteration 0F: 3 clusters Score -362499.8 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -363361.125000 Penalty: 2706.589600
	Iteration 1F: 3 clusters Score -363361.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -363498.718750 Penalty: 2706.589600
	Iteration 2F: 3 clusters Score -363498.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -363588.062500 Penalty: 2706.589600
	Iteration 3Q: 3 clusters Score -363588.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -363658.406250 Penalty: 2706.589600
	Iteration 4Q: 3 clusters Score -363658.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -363704.187500 Penalty: 2706.589600
	Iteration 5Q: 3 clusters Score -363704.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -363737.250000 Penalty: 2706.589600
	Iteration 6Q: 3 clusters Score -363737.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -363771.781250 Penalty: 2706.589600
	Iteration 7Q: 3 clusters Score -363771.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -363803.093750 Penalty: 2706.589600
	Iteration 8Q: 3 clusters Score -363803.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -363835.312500 Penalty: 2706.589600
	Iteration 9Q: 3 clusters Score -363835.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -363872.750000 Penalty: 2706.589600
	Iteration 10Q: 3 clusters Score -363872.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -363927.812500 Penalty: 2706.589600
	Iteration 11Q: 3 clusters Score -363927.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -363980.437500 Penalty: 2706.589600
	Iteration 12Q: 3 clusters Score -363980.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -364045.843750 Penalty: 2706.589600
	Iteration 13Q: 3 clusters Score -364045.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -364110.562500 Penalty: 2706.589600
	Iteration 14Q: 3 clusters Score -364110.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -364168.437500 Penalty: 2706.589600
	Iteration 15Q: 3 clusters Score -364168.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -364223.250000 Penalty: 2706.589600
	Iteration 16Q: 3 clusters Score -364223.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -364265.031250 Penalty: 2706.589600
	Iteration 17Q: 3 clusters Score -364265 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -364311.187500 Penalty: 2706.589600
	Iteration 18Q: 3 clusters Score -364311.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -364355.031250 Penalty: 2706.589600
	Iteration 19Q: 3 clusters Score -364355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -364405.375000 Penalty: 2706.589600
	Iteration 20F: 3 clusters Score -364405.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -364460.218750 Penalty: 2706.589600
	Iteration 21Q: 3 clusters Score -364460.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -364513.218750 Penalty: 2706.589600
	Iteration 22Q: 3 clusters Score -364513.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -364558.406250 Penalty: 2706.589600
	Iteration 23Q: 3 clusters Score -364558.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -364604.500000 Penalty: 2706.589600
	Iteration 24Q: 3 clusters Score -364604.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -364643.156250 Penalty: 2706.589600
	Iteration 25Q: 3 clusters Score -364643.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -364668.218750 Penalty: 2706.589600
	Iteration 26Q: 3 clusters Score -364668.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -364692.031250 Penalty: 2706.589600
	Iteration 27Q: 3 clusters Score -364692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -364722.125000 Penalty: 2706.589600
	Iteration 28Q: 3 clusters Score -364722.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -364737.031250 Penalty: 2706.589600
	Iteration 29Q: 3 clusters Score -364737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -364748.781250 Penalty: 2706.589600
	Iteration 30Q: 3 clusters Score -364748.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -364757.750000 Penalty: 2706.589600
	Iteration 31Q: 3 clusters Score -364757.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -364766.718750 Penalty: 2706.589600
	Iteration 32Q: 3 clusters Score -364766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -364772.750000 Penalty: 2706.589600
	Iteration 33Q: 3 clusters Score -364772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -364779.031250 Penalty: 2706.589600
	Iteration 34Q: 3 clusters Score -364779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -364784.687500 Penalty: 2706.589600
	Iteration 35Q: 3 clusters Score -364784.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -364792.281250 Penalty: 2706.589600
	Iteration 36Q: 3 clusters Score -364792.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -364797.750000 Penalty: 2706.589600
	Iteration 37Q: 3 clusters Score -364797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -364804.531250 Penalty: 2706.589600
	Iteration 38Q: 3 clusters Score -364804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -364806.687500 Penalty: 2706.589600
	Iteration 39Q: 3 clusters Score -364806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -364809.562500 Penalty: 2706.589600
	Iteration 40F: 3 clusters Score -364809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -364812.687500 Penalty: 2706.589600
	Iteration 41Q: 3 clusters Score -364812.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -364817.031250 Penalty: 2706.589600
	Iteration 42Q: 3 clusters Score -364817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -364819.625000 Penalty: 2706.589600
	Iteration 43Q: 3 clusters Score -364819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -364821.312500 Penalty: 2706.589600
	Iteration 44Q: 3 clusters Score -364821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -364825.406250 Penalty: 2706.589600
	Iteration 45Q: 3 clusters Score -364825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -364826.468750 Penalty: 2706.589600
	Iteration 46Q: 3 clusters Score -364826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -364829.562500 Penalty: 2706.589600
	Iteration 47Q: 3 clusters Score -364829.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -364830.625000 Penalty: 2706.589600
	Iteration 48Q: 3 clusters Score -364830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -364831.625000 Penalty: 2706.589600
	Iteration 49Q: 3 clusters Score -364831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -364832.656250 Penalty: 2706.589600
	Iteration 50Q: 3 clusters Score -364832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -364832.656250 Penalty: 2706.589600
	Iteration 51F: 3 clusters Score -364832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -372484.718750 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -372484.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -369091.125000 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -369091.1 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -369953.656250 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -369953.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -370110.812500 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -370110.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -370223.531250 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -370223.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -370288.812500 Penalty: 2703.194580
	Iteration 4Q: 3 clusters Score -370288.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -370339.437500 Penalty: 2703.194580
	Iteration 5Q: 3 clusters Score -370339.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -370387.593750 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -370387.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -370426.718750 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -370426.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -370469.687500 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -370469.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -370512.500000 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -370512.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -370556.406250 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -370556.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -370595.968750 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -370596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -370633.468750 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -370633.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -370672.843750 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -370672.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -370702.093750 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -370702.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -370728.906250 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -370728.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -370755.906250 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -370755.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -370780.593750 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -370780.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -370803.375000 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -370803.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -370835.343750 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -370835.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -370868.312500 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -370868.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -370905.937500 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -370905.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -370948.593750 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -370948.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -370989.218750 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -370989.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -371028.000000 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -371028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -371056.656250 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -371056.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -371084.312500 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -371084.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -371121.625000 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -371121.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -371152.750000 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -371152.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -371177.093750 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -371177.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -371193.968750 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -371194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -371213.687500 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -371213.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -371230.843750 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -371230.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -371242.437500 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -371242.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -371254.156250 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -371254.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -371260.375000 Penalty: 2703.194580
	Iteration 35Q: 3 clusters Score -371260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -371266.156250 Penalty: 2703.194580
	Iteration 36Q: 3 clusters Score -371266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -371270.000000 Penalty: 2703.194580
	Iteration 37Q: 3 clusters Score -371270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -371274.031250 Penalty: 2703.194580
	Iteration 38Q: 3 clusters Score -371274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -371278.843750 Penalty: 2703.194580
	Iteration 39Q: 3 clusters Score -371278.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -371281.343750 Penalty: 2703.194580
	Iteration 40F: 3 clusters Score -371281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -371283.968750 Penalty: 2703.194580
	Iteration 41Q: 3 clusters Score -371284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -371288.750000 Penalty: 2703.194580
	Iteration 42Q: 3 clusters Score -371288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -371290.718750 Penalty: 2703.194580
	Iteration 43Q: 3 clusters Score -371290.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -371293.781250 Penalty: 2703.194580
	Iteration 44Q: 3 clusters Score -371293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -371298.187500 Penalty: 2703.194580
	Iteration 45Q: 3 clusters Score -371298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -371303.031250 Penalty: 2703.194580
	Iteration 46Q: 3 clusters Score -371303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -371309.593750 Penalty: 2703.194580
	Iteration 47Q: 3 clusters Score -371309.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -371313.437500 Penalty: 2703.194580
	Iteration 48Q: 3 clusters Score -371313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -371316.468750 Penalty: 2703.194580
	Iteration 49Q: 3 clusters Score -371316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -371319.562500 Penalty: 2703.194580
	Iteration 50Q: 3 clusters Score -371319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -371322.062500 Penalty: 2703.194580
	Iteration 51Q: 3 clusters Score -371322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -371324.812500 Penalty: 2703.194580
	Iteration 52Q: 3 clusters Score -371324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -371327.437500 Penalty: 2703.194580
	Iteration 53Q: 3 clusters Score -371327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -371330.093750 Penalty: 2703.194580
	Iteration 54Q: 3 clusters Score -371330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -371332.468750 Penalty: 2703.194580
	Iteration 55Q: 3 clusters Score -371332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -371336.062500 Penalty: 2703.194580
	Iteration 56Q: 3 clusters Score -371336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -371339.218750 Penalty: 2703.194580
	Iteration 57Q: 3 clusters Score -371339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -371341.156250 Penalty: 2703.194580
	Iteration 58Q: 3 clusters Score -371341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -371342.750000 Penalty: 2703.194580
	Iteration 59Q: 3 clusters Score -371342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -371345.375000 Penalty: 2703.194580
	Iteration 60F: 3 clusters Score -371345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -371345.718750 Penalty: 2703.194580
	Iteration 61Q: 3 clusters Score -371345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -371345.781250 Penalty: 2703.194580
	Iteration 62Q: 3 clusters Score -371345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -371345.781250 Penalty: 2703.194580
	Iteration 63F: 3 clusters Score -371345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Entering Unmasked Estep 
Score: -626927.000000 Penalty: 1437.649292
	Iteration 0F: 2 clusters Score -626927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -621634.750000 Penalty: 2875.298584
	Iteration 0F: 3 clusters Score -621634.8 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -623328.187500 Penalty: 2875.298584
	Iteration 1F: 3 clusters Score -623328.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -623578.562500 Penalty: 2875.298584
	Iteration 2F: 3 clusters Score -623578.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -623815.250000 Penalty: 2875.298584
	Iteration 3F: 3 clusters Score -623815.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -624091.312500 Penalty: 2875.298584
	Iteration 4F: 3 clusters Score -624091.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -624378.875000 Penalty: 2875.298584
	Iteration 5F: 3 clusters Score -624378.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -624670.125000 Penalty: 2875.298584
	Iteration 6F: 3 clusters Score -624670.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -624936.312500 Penalty: 2875.298584
	Iteration 7Q: 3 clusters Score -624936.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -625154.750000 Penalty: 2875.298584
	Iteration 8Q: 3 clusters Score -625154.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -625318.625000 Penalty: 2875.298584
	Iteration 9Q: 3 clusters Score -625318.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -625440.625000 Penalty: 2875.298584
	Iteration 10Q: 3 clusters Score -625440.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -625518.000000 Penalty: 2875.298584
	Iteration 11Q: 3 clusters Score -625518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -625570.187500 Penalty: 2875.298584
	Iteration 12Q: 3 clusters Score -625570.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -625609.500000 Penalty: 2875.298584
	Iteration 13Q: 3 clusters Score -625609.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -625630.812500 Penalty: 2875.298584
	Iteration 14Q: 3 clusters Score -625630.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -625648.687500 Penalty: 2875.298584
	Iteration 15Q: 3 clusters Score -625648.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -625665.250000 Penalty: 2875.298584
	Iteration 16Q: 3 clusters Score -625665.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -625678.250000 Penalty: 2875.298584
	Iteration 17Q: 3 clusters Score -625678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -625694.562500 Penalty: 2875.298584
	Iteration 18Q: 3 clusters Score -625694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -625705.625000 Penalty: 2875.298584
	Iteration 19Q: 3 clusters Score -625705.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -625713.687500 Penalty: 2875.298584
	Iteration 20F: 3 clusters Score -625713.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -625726.937500 Penalty: 2875.298584
	Iteration 21Q: 3 clusters Score -625726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -625737.812500 Penalty: 2875.298584
	Iteration 22Q: 3 clusters Score -625737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -625747.500000 Penalty: 2875.298584
	Iteration 23Q: 3 clusters Score -625747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -625752.062500 Penalty: 2875.298584
	Iteration 24Q: 3 clusters Score -625752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -625752.250000 Penalty: 2875.298584
	Iteration 25Q: 3 clusters Score -625752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -625752.250000 Penalty: 2875.298584
	Iteration 26F: 3 clusters Score -625752.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -192706.203125 Penalty: 1244.998169
	Iteration 0F: 2 clusters Score -192706.2 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 1072 members 
Entering Unmasked Estep 
Score: -190539.281250 Penalty: 2489.996338
	Iteration 0F: 3 clusters Score -190539.3 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -191021.625000 Penalty: 2489.996338
	Iteration 1F: 3 clusters Score -191021.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -191123.718750 Penalty: 2489.996338
	Iteration 2F: 3 clusters Score -191123.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -191189.750000 Penalty: 2489.996338
	Iteration 3Q: 3 clusters Score -191189.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -191235.828125 Penalty: 2489.996338
	Iteration 4Q: 3 clusters Score -191235.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -191261.546875 Penalty: 2489.996338
	Iteration 5Q: 3 clusters Score -191261.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -191279.718750 Penalty: 2489.996338
	Iteration 6Q: 3 clusters Score -191279.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -191291.796875 Penalty: 2489.996338
	Iteration 7Q: 3 clusters Score -191291.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -191299.109375 Penalty: 2489.996338
	Iteration 8Q: 3 clusters Score -191299.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -191303.859375 Penalty: 2489.996338
	Iteration 9Q: 3 clusters Score -191303.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -191308.921875 Penalty: 2489.996338
	Iteration 10Q: 3 clusters Score -191308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -191310.531250 Penalty: 2489.996338
	Iteration 11Q: 3 clusters Score -191310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -191312.984375 Penalty: 2489.996338
	Iteration 12Q: 3 clusters Score -191313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -191314.843750 Penalty: 2489.996338
	Iteration 13Q: 3 clusters Score -191314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -191320.656250 Penalty: 2489.996338
	Iteration 14Q: 3 clusters Score -191320.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -191329.296875 Penalty: 2489.996338
	Iteration 15Q: 3 clusters Score -191329.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -191334.187500 Penalty: 2489.996338
	Iteration 16Q: 3 clusters Score -191334.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -191339.953125 Penalty: 2489.996338
	Iteration 17Q: 3 clusters Score -191340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -191343.000000 Penalty: 2489.996338
	Iteration 18Q: 3 clusters Score -191343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -191347.015625 Penalty: 2489.996338
	Iteration 19Q: 3 clusters Score -191347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -191351.359375 Penalty: 2489.996338
	Iteration 20F: 3 clusters Score -191351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -191355.812500 Penalty: 2489.996338
	Iteration 21Q: 3 clusters Score -191355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -191360.906250 Penalty: 2489.996338
	Iteration 22Q: 3 clusters Score -191360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -191363.031250 Penalty: 2489.996338
	Iteration 23Q: 3 clusters Score -191363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -191364.984375 Penalty: 2489.996338
	Iteration 24Q: 3 clusters Score -191365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -191366.703125 Penalty: 2489.996338
	Iteration 25Q: 3 clusters Score -191366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -191367.046875 Penalty: 2489.996338
	Iteration 26Q: 3 clusters Score -191367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -191368.359375 Penalty: 2489.996338
	Iteration 27Q: 3 clusters Score -191368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -191369.953125 Penalty: 2489.996338
	Iteration 28Q: 3 clusters Score -191370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191370.421875 Penalty: 2489.996338
	Iteration 29Q: 3 clusters Score -191370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -191370.421875 Penalty: 2489.996338
	Iteration 30F: 3 clusters Score -191370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8060 members 
Mstep: Class 3 contains 12203 members 
Mstep: Class 4 contains 1650 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 7 contains 134327 members 
Mstep: Class 8 contains 289224 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 14 contains 22207 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 3438 members 
Mstep: Class 17 contains 2890 members 
Mstep: Class 18 contains 17087 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 4095 members 
Mstep: Class 21 contains 6954 members 
Mstep: Class 22 contains 2125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682504.000000 Penalty: 42806.605469
Iteration 39Q: 21 clusters Score -4.56825e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8052 members 
Mstep: Class 3 contains 12848 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 133898 members 
Mstep: Class 8 contains 288965 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 10 contains 225 members 
Mstep: Class 11 contains 1685 members 
Mstep: Class 14 contains 21917 members 
Mstep: Class 15 contains 4136 members 
Mstep: Class 16 contains 3424 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 4119 members 
Mstep: Class 21 contains 6944 members 
Mstep: Class 22 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683236.000000 Penalty: 42806.605469
Iteration 40F: 21 clusters Score -4.568324e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8036 members 
Mstep: Class 3 contains 13344 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 133693 members 
Mstep: Class 8 contains 288637 members 
Mstep: Class 9 contains 2499 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 14 contains 21694 members 
Mstep: Class 15 contains 4109 members 
Mstep: Class 16 contains 3416 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 4167 members 
Mstep: Class 21 contains 6928 members 
Mstep: Class 22 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683764.000000 Penalty: 42806.605469
Iteration 41Q: 21 clusters Score -4.568376e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8023 members 
Mstep: Class 3 contains 13731 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 133662 members 
Mstep: Class 8 contains 288367 members 
Mstep: Class 9 contains 2555 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 14 contains 21525 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 16 contains 3408 members 
Mstep: Class 17 contains 2550 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 4189 members 
Mstep: Class 21 contains 6913 members 
Mstep: Class 22 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683980.000000 Penalty: 42806.605469
Iteration 42Q: 21 clusters Score -4.568398e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 8016 members 
Mstep: Class 3 contains 14059 members 
Mstep: Class 4 contains 2145 members 
Mstep: Class 5 contains 2563 members 
Mstep: Class 6 contains 924 members 
Mstep: Class 7 contains 133660 members 
Mstep: Class 8 contains 288167 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 229 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 14 contains 21387 members 
Mstep: Class 15 contains 4041 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 2465 members 
Mstep: Class 18 contains 17150 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 4204 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684244.000000 Penalty: 42806.605469
Iteration 43Q: 21 clusters Score -4.568424e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8006 members 
Mstep: Class 3 contains 14358 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 946 members 
Mstep: Class 7 contains 133660 members 
Mstep: Class 8 contains 288008 members 
Mstep: Class 9 contains 2606 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 14 contains 21270 members 
Mstep: Class 15 contains 4030 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 17155 members 
Mstep: Class 19 contains 4159 members 
Mstep: Class 20 contains 4224 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684296.000000 Penalty: 42806.605469
Iteration 44Q: 21 clusters Score -4.56843e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8001 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 133679 members 
Mstep: Class 8 contains 287876 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 230 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 14 contains 21179 members 
Mstep: Class 15 contains 4015 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 2309 members 
Mstep: Class 18 contains 17153 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 4236 members 
Mstep: Class 21 contains 6825 members 
Mstep: Class 22 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684520.000000 Penalty: 42806.605469
Iteration 45Q: 21 clusters Score -4.568452e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7993 members 
Mstep: Class 3 contains 14854 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 2519 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 133732 members 
Mstep: Class 8 contains 287755 members 
Mstep: Class 9 contains 2642 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1857 members 
Mstep: Class 14 contains 21096 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 17154 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 4243 members 
Mstep: Class 21 contains 6807 members 
Mstep: Class 22 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684628.000000 Penalty: 42806.605469
Iteration 46Q: 21 clusters Score -4.568463e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7984 members 
Mstep: Class 3 contains 15072 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 1023 members 
Mstep: Class 7 contains 133756 members 
Mstep: Class 8 contains 287634 members 
Mstep: Class 9 contains 2653 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1858 members 
Mstep: Class 14 contains 21022 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 3415 members 
Mstep: Class 17 contains 2202 members 
Mstep: Class 18 contains 17153 members 
Mstep: Class 19 contains 4171 members 
Mstep: Class 20 contains 4248 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684692.000000 Penalty: 42806.605469
Iteration 47Q: 21 clusters Score -4.568469e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 15267 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 1046 members 
Mstep: Class 7 contains 133799 members 
Mstep: Class 8 contains 287529 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1859 members 
Mstep: Class 14 contains 20955 members 
Mstep: Class 15 contains 3982 members 
Mstep: Class 16 contains 3414 members 
Mstep: Class 17 contains 2154 members 
Mstep: Class 18 contains 17153 members 
Mstep: Class 19 contains 4171 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684856.000000 Penalty: 42806.605469
Iteration 48Q: 21 clusters Score -4.568486e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 15440 members 
Mstep: Class 4 contains 2258 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 133844 members 
Mstep: Class 8 contains 287413 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1859 members 
Mstep: Class 14 contains 20888 members 
Mstep: Class 15 contains 3976 members 
Mstep: Class 16 contains 3426 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 4259 members 
Mstep: Class 21 contains 6752 members 
Mstep: Class 22 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684856.000000 Penalty: 42806.605469
Iteration 49Q: 21 clusters Score -4.568486e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7962 members 
Mstep: Class 3 contains 15601 members 
Mstep: Class 4 contains 2267 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 133880 members 
Mstep: Class 8 contains 287315 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 14 contains 20819 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 3450 members 
Mstep: Class 17 contains 2057 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4264 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685052.000000 Penalty: 42806.605469
Iteration 50Q: 21 clusters Score -4.568505e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 15778 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 2456 members 
Mstep: Class 6 contains 1133 members 
Mstep: Class 7 contains 133883 members 
Mstep: Class 8 contains 287232 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 14 contains 20759 members 
Mstep: Class 15 contains 3944 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 18 contains 17129 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685148.000000 Penalty: 42806.605469
Iteration 51Q: 21 clusters Score -4.568515e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 15926 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 1171 members 
Mstep: Class 7 contains 133887 members 
Mstep: Class 8 contains 287133 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 14 contains 20710 members 
Mstep: Class 15 contains 3936 members 
Mstep: Class 16 contains 3502 members 
Mstep: Class 17 contains 1950 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 6701 members 
Mstep: Class 22 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685228.000000 Penalty: 42806.605469
Iteration 52Q: 21 clusters Score -4.568523e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 16079 members 
Mstep: Class 4 contains 2294 members 
Mstep: Class 5 contains 2452 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 133884 members 
Mstep: Class 8 contains 287049 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1864 members 
Mstep: Class 14 contains 20665 members 
Mstep: Class 15 contains 3926 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 1903 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 6686 members 
Mstep: Class 22 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685284.000000 Penalty: 42806.605469
Iteration 53Q: 21 clusters Score -4.568528e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7942 members 
Mstep: Class 3 contains 16229 members 
Mstep: Class 4 contains 2297 members 
Mstep: Class 5 contains 2437 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 133911 members 
Mstep: Class 8 contains 286971 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1865 members 
Mstep: Class 14 contains 20609 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 16 contains 3537 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4276 members 
Mstep: Class 21 contains 6669 members 
Mstep: Class 22 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685340.000000 Penalty: 42806.605469
Iteration 54Q: 21 clusters Score -4.568534e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 16368 members 
Mstep: Class 4 contains 2300 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 133948 members 
Mstep: Class 8 contains 286888 members 
Mstep: Class 9 contains 2727 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1868 members 
Mstep: Class 14 contains 20550 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 3554 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 4279 members 
Mstep: Class 21 contains 6655 members 
Mstep: Class 22 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685348.000000 Penalty: 42806.605469
Iteration 55Q: 21 clusters Score -4.568535e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7940 members 
Mstep: Class 3 contains 16489 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 133984 members 
Mstep: Class 8 contains 286807 members 
Mstep: Class 9 contains 2729 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1873 members 
Mstep: Class 14 contains 20486 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 3573 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 17124 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 4282 members 
Mstep: Class 21 contains 6645 members 
Mstep: Class 22 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685396.000000 Penalty: 42806.605469
Iteration 56Q: 21 clusters Score -4.56854e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 16603 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 2382 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 134018 members 
Mstep: Class 8 contains 286729 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 14 contains 20433 members 
Mstep: Class 15 contains 3898 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 1760 members 
Mstep: Class 18 contains 17126 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 4284 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685416.000000 Penalty: 42806.605469
Iteration 57Q: 21 clusters Score -4.568542e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 16724 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 1335 members 
Mstep: Class 7 contains 134056 members 
Mstep: Class 8 contains 286653 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1876 members 
Mstep: Class 14 contains 20374 members 
Mstep: Class 15 contains 3886 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 17130 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 4288 members 
Mstep: Class 21 contains 6612 members 
Mstep: Class 22 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685576.000000 Penalty: 42806.605469
Iteration 58Q: 21 clusters Score -4.568558e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 16846 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 134080 members 
Mstep: Class 8 contains 286591 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 14 contains 20315 members 
Mstep: Class 15 contains 3870 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 4189 members 
Mstep: Class 20 contains 4289 members 
Mstep: Class 21 contains 6595 members 
Mstep: Class 22 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685576.000000 Penalty: 42806.605469
Iteration 59Q: 21 clusters Score -4.568558e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7920 members 
Mstep: Class 3 contains 16957 members 
Mstep: Class 4 contains 2327 members 
Mstep: Class 5 contains 2360 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 134122 members 
Mstep: Class 8 contains 286544 members 
Mstep: Class 9 contains 2745 members 
Mstep: Class 10 contains 231 members 
Mstep: Class 11 contains 1880 members 
Mstep: Class 14 contains 20266 members 
Mstep: Class 15 contains 3862 members 
Mstep: Class 16 contains 3636 members 
Mstep: Class 17 contains 1640 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 4294 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685692.000000 Penalty: 42806.605469
Iteration 60F: 21 clusters Score -4.568569e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 7919 members 
Mstep: Class 3 contains 17076 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 134136 members 
Mstep: Class 8 contains 286511 members 
Mstep: Class 9 contains 2750 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1881 members 
Mstep: Class 14 contains 20221 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 17130 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 4300 members 
Mstep: Class 21 contains 6550 members 
Mstep: Class 22 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685720.000000 Penalty: 42806.605469
Iteration 61Q: 21 clusters Score -4.568572e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7919 members 
Mstep: Class 3 contains 17174 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 134171 members 
Mstep: Class 8 contains 286472 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1884 members 
Mstep: Class 14 contains 20189 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 16 contains 3661 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 17126 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 6533 members 
Mstep: Class 22 contains 1427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685740.000000 Penalty: 42806.605469
Iteration 62Q: 21 clusters Score -4.568574e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7918 members 
Mstep: Class 3 contains 17263 members 
Mstep: Class 4 contains 2344 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 134191 members 
Mstep: Class 8 contains 286418 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1888 members 
Mstep: Class 14 contains 20155 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 17117 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 4307 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685796.000000 Penalty: 42806.605469
Iteration 63Q: 21 clusters Score -4.56858e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7919 members 
Mstep: Class 3 contains 17337 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 2343 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 134218 members 
Mstep: Class 8 contains 286353 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 14 contains 20119 members 
Mstep: Class 15 contains 3831 members 
Mstep: Class 16 contains 3688 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 17112 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6510 members 
Mstep: Class 22 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685852.000000 Penalty: 42806.605469
Iteration 64Q: 21 clusters Score -4.568585e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7918 members 
Mstep: Class 3 contains 17391 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 134254 members 
Mstep: Class 8 contains 286291 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 14 contains 20069 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 17111 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 6499 members 
Mstep: Class 22 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685884.000000 Penalty: 42806.605469
Iteration 65Q: 21 clusters Score -4.568588e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7913 members 
Mstep: Class 3 contains 17446 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 134269 members 
Mstep: Class 8 contains 286253 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 14 contains 20013 members 
Mstep: Class 15 contains 3826 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 17115 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 6498 members 
Mstep: Class 22 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685936.000000 Penalty: 42806.605469
Iteration 66Q: 21 clusters Score -4.568594e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 17501 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 2338 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 134283 members 
Mstep: Class 8 contains 286215 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 14 contains 19968 members 
Mstep: Class 15 contains 3818 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 17120 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 6498 members 
Mstep: Class 22 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686064.000000 Penalty: 42806.605469
Iteration 67Q: 21 clusters Score -4.568606e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7909 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 4 contains 2368 members 
Mstep: Class 5 contains 2337 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 134288 members 
Mstep: Class 8 contains 286172 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1892 members 
Mstep: Class 14 contains 19923 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 17121 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 6498 members 
Mstep: Class 22 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686076.000000 Penalty: 42806.605469
Iteration 68Q: 21 clusters Score -4.568608e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7906 members 
Mstep: Class 3 contains 17599 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 2336 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 134285 members 
Mstep: Class 8 contains 286137 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 14 contains 19878 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 3828 members 
Mstep: Class 17 contains 1408 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 6490 members 
Mstep: Class 22 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686036.000000 Penalty: 42806.605469
Iteration 69Q: 21 clusters Score -4.568604e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 17642 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 2332 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 134289 members 
Mstep: Class 8 contains 286102 members 
Mstep: Class 9 contains 2770 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 14 contains 19836 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 17138 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 6475 members 
Mstep: Class 22 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686088.000000 Penalty: 42806.605469
Iteration 70Q: 21 clusters Score -4.568609e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 17683 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2328 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 134316 members 
Mstep: Class 8 contains 286068 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 14 contains 19792 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 6455 members 
Mstep: Class 22 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686124.000000 Penalty: 42806.605469
Iteration 71Q: 21 clusters Score -4.568612e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 17725 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2326 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 134338 members 
Mstep: Class 8 contains 286037 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 14 contains 19752 members 
Mstep: Class 15 contains 3813 members 
Mstep: Class 16 contains 3875 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686152.000000 Penalty: 42806.605469
Iteration 72Q: 21 clusters Score -4.568615e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 17767 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 134367 members 
Mstep: Class 8 contains 286016 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 14 contains 19709 members 
Mstep: Class 15 contains 3811 members 
Mstep: Class 16 contains 3888 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 17152 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 6435 members 
Mstep: Class 22 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686192.000000 Penalty: 42806.605469
Iteration 73Q: 21 clusters Score -4.568619e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 17815 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 134397 members 
Mstep: Class 8 contains 286002 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 14 contains 19668 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686268.000000 Penalty: 42806.605469
Iteration 74Q: 21 clusters Score -4.568627e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7897 members 
Mstep: Class 3 contains 17863 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 134411 members 
Mstep: Class 8 contains 285983 members 
Mstep: Class 9 contains 2772 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1903 members 
Mstep: Class 14 contains 19633 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 17146 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686212.000000 Penalty: 42806.605469
Iteration 75Q: 21 clusters Score -4.568621e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7896 members 
Mstep: Class 3 contains 17905 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 1549 members 
Mstep: Class 7 contains 134426 members 
Mstep: Class 8 contains 285965 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 14 contains 19596 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686188.000000 Penalty: 42806.605469
Iteration 76Q: 21 clusters Score -4.568619e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7894 members 
Mstep: Class 3 contains 17949 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2323 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 134433 members 
Mstep: Class 8 contains 285937 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 14 contains 19565 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4372 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686288.000000 Penalty: 42806.605469
Iteration 77Q: 21 clusters Score -4.568629e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7892 members 
Mstep: Class 3 contains 17993 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 134433 members 
Mstep: Class 8 contains 285913 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 14 contains 19538 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 1254 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4375 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686164.000000 Penalty: 42806.605469
Iteration 78Q: 21 clusters Score -4.568616e+07 nChanged 147
Entering ConstructFrom: 
Score: -45686164.000000 Penalty: 42806.605469
Entering ConstructFrom: 
Trying to split cluster 1 (5561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Entering Unmasked Estep 
Score: -503865.468750 Penalty: 1401.324097
	Iteration 0F: 2 clusters Score -503865.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -499502.812500 Penalty: 2802.648193
	Iteration 0F: 3 clusters Score -499502.8 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -500693.593750 Penalty: 2802.648193
	Iteration 1F: 3 clusters Score -500693.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -500903.937500 Penalty: 2802.648193
	Iteration 2F: 3 clusters Score -500903.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -501079.093750 Penalty: 2802.648193
	Iteration 3F: 3 clusters Score -501079.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -501262.843750 Penalty: 2802.648193
	Iteration 4F: 3 clusters Score -501262.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -501456.937500 Penalty: 2802.648193
	Iteration 5F: 3 clusters Score -501456.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -501678.468750 Penalty: 2802.648193
	Iteration 6F: 3 clusters Score -501678.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -501895.687500 Penalty: 2802.648193
	Iteration 7Q: 3 clusters Score -501895.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -502120.625000 Penalty: 2802.648193
	Iteration 8Q: 3 clusters Score -502120.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -502308.562500 Penalty: 2802.648193
	Iteration 9Q: 3 clusters Score -502308.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -502448.937500 Penalty: 2802.648193
	Iteration 10Q: 3 clusters Score -502448.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -502531.218750 Penalty: 2802.648193
	Iteration 11Q: 3 clusters Score -502531.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -502587.750000 Penalty: 2802.648193
	Iteration 12Q: 3 clusters Score -502587.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -502625.000000 Penalty: 2802.648193
	Iteration 13Q: 3 clusters Score -502625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -502644.343750 Penalty: 2802.648193
	Iteration 14Q: 3 clusters Score -502644.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -502658.437500 Penalty: 2802.648193
	Iteration 15Q: 3 clusters Score -502658.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -502670.750000 Penalty: 2802.648193
	Iteration 16Q: 3 clusters Score -502670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -502678.031250 Penalty: 2802.648193
	Iteration 17Q: 3 clusters Score -502678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -502684.093750 Penalty: 2802.648193
	Iteration 18Q: 3 clusters Score -502684.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -502690.781250 Penalty: 2802.648193
	Iteration 19Q: 3 clusters Score -502690.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -502694.343750 Penalty: 2802.648193
	Iteration 20F: 3 clusters Score -502694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -502695.125000 Penalty: 2802.648193
	Iteration 21Q: 3 clusters Score -502695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -502694.781250 Penalty: 2802.648193
	Iteration 22Q: 3 clusters Score -502694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -502695.718750 Penalty: 2802.648193
	Iteration 23Q: 3 clusters Score -502695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -502695.343750 Penalty: 2802.648193
	Iteration 24Q: 3 clusters Score -502695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -502696.218750 Penalty: 2802.648193
	Iteration 25Q: 3 clusters Score -502696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -502697.156250 Penalty: 2802.648193
	Iteration 26Q: 3 clusters Score -502697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -502697.187500 Penalty: 2802.648193
	Iteration 27Q: 3 clusters Score -502697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -502699.531250 Penalty: 2802.648193
	Iteration 28Q: 3 clusters Score -502699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -502701.437500 Penalty: 2802.648193
	Iteration 29Q: 3 clusters Score -502701.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -502702.593750 Penalty: 2802.648193
	Iteration 30Q: 3 clusters Score -502702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -502703.562500 Penalty: 2802.648193
	Iteration 31Q: 3 clusters Score -502703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -502704.687500 Penalty: 2802.648193
	Iteration 32Q: 3 clusters Score -502704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -502706.093750 Penalty: 2802.648193
	Iteration 33Q: 3 clusters Score -502706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -502705.625000 Penalty: 2802.648193
	Iteration 34Q: 3 clusters Score -502705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -502708.875000 Penalty: 2802.648193
	Iteration 35Q: 3 clusters Score -502708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -502710.218750 Penalty: 2802.648193
	Iteration 36Q: 3 clusters Score -502710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -502711.406250 Penalty: 2802.648193
	Iteration 37Q: 3 clusters Score -502711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -502713.187500 Penalty: 2802.648193
	Iteration 38Q: 3 clusters Score -502713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -502713.187500 Penalty: 2802.648193
	Iteration 39F: 3 clusters Score -502713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Entering Unmasked Estep 
Score: -704718.625000 Penalty: 1458.169556
	Iteration 0F: 2 clusters Score -704718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -698900.625000 Penalty: 2916.339111
	Iteration 0F: 3 clusters Score -698900.6 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -700700.750000 Penalty: 2916.339111
	Iteration 1F: 3 clusters Score -700700.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -700921.062500 Penalty: 2916.339111
	Iteration 2F: 3 clusters Score -700921.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -701098.375000 Penalty: 2916.339111
	Iteration 3Q: 3 clusters Score -701098.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -701238.250000 Penalty: 2916.339111
	Iteration 4Q: 3 clusters Score -701238.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -701377.500000 Penalty: 2916.339111
	Iteration 5Q: 3 clusters Score -701377.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -701517.000000 Penalty: 2916.339111
	Iteration 6Q: 3 clusters Score -701517 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -701643.187500 Penalty: 2916.339111
	Iteration 7Q: 3 clusters Score -701643.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -701764.062500 Penalty: 2916.339111
	Iteration 8Q: 3 clusters Score -701764.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -701887.875000 Penalty: 2916.339111
	Iteration 9Q: 3 clusters Score -701887.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -702019.875000 Penalty: 2916.339111
	Iteration 10Q: 3 clusters Score -702019.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -702190.062500 Penalty: 2916.339111
	Iteration 11Q: 3 clusters Score -702190.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -702381.250000 Penalty: 2916.339111
	Iteration 12Q: 3 clusters Score -702381.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -702532.625000 Penalty: 2916.339111
	Iteration 13Q: 3 clusters Score -702532.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -702682.812500 Penalty: 2916.339111
	Iteration 14Q: 3 clusters Score -702682.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -702809.125000 Penalty: 2916.339111
	Iteration 15Q: 3 clusters Score -702809.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -702911.125000 Penalty: 2916.339111
	Iteration 16Q: 3 clusters Score -702911.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -703001.812500 Penalty: 2916.339111
	Iteration 17Q: 3 clusters Score -703001.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -703077.750000 Penalty: 2916.339111
	Iteration 18Q: 3 clusters Score -703077.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -703137.812500 Penalty: 2916.339111
	Iteration 19Q: 3 clusters Score -703137.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -703199.937500 Penalty: 2916.339111
	Iteration 20F: 3 clusters Score -703199.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -703243.125000 Penalty: 2916.339111
	Iteration 21Q: 3 clusters Score -703243.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -703280.875000 Penalty: 2916.339111
	Iteration 22Q: 3 clusters Score -703280.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -703310.250000 Penalty: 2916.339111
	Iteration 23Q: 3 clusters Score -703310.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -703339.812500 Penalty: 2916.339111
	Iteration 24Q: 3 clusters Score -703339.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -703364.187500 Penalty: 2916.339111
	Iteration 25Q: 3 clusters Score -703364.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -703384.937500 Penalty: 2916.339111
	Iteration 26Q: 3 clusters Score -703384.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -703403.687500 Penalty: 2916.339111
	Iteration 27Q: 3 clusters Score -703403.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -703410.187500 Penalty: 2916.339111
	Iteration 28Q: 3 clusters Score -703410.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -703418.562500 Penalty: 2916.339111
	Iteration 29Q: 3 clusters Score -703418.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -703424.562500 Penalty: 2916.339111
	Iteration 30Q: 3 clusters Score -703424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -703430.250000 Penalty: 2916.339111
	Iteration 31Q: 3 clusters Score -703430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -703433.875000 Penalty: 2916.339111
	Iteration 32Q: 3 clusters Score -703433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -703439.812500 Penalty: 2916.339111
	Iteration 33Q: 3 clusters Score -703439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -703442.187500 Penalty: 2916.339111
	Iteration 34Q: 3 clusters Score -703442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -703442.812500 Penalty: 2916.339111
	Iteration 35Q: 3 clusters Score -703442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -703445.375000 Penalty: 2916.339111
	Iteration 36Q: 3 clusters Score -703445.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -703445.562500 Penalty: 2916.339111
	Iteration 37Q: 3 clusters Score -703445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -703448.625000 Penalty: 2916.339111
	Iteration 38Q: 3 clusters Score -703448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -703450.750000 Penalty: 2916.339111
	Iteration 39Q: 3 clusters Score -703450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -703450.750000 Penalty: 2916.339111
	Iteration 40F: 3 clusters Score -703450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Entering Unmasked Estep 
Score: -1525108.375000 Penalty: 1592.538330
	Iteration 0F: 2 clusters Score -1525108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1512648.125000 Penalty: 3185.076660
	Iteration 0F: 3 clusters Score -1512648 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1517208.125000 Penalty: 3185.076660
	Iteration 1F: 3 clusters Score -1517208 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1517622.000000 Penalty: 3185.076660
	Iteration 2F: 3 clusters Score -1517622 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1518026.375000 Penalty: 3185.076660
	Iteration 3F: 3 clusters Score -1518026 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1518477.000000 Penalty: 3185.076660
	Iteration 4Q: 3 clusters Score -1518477 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1519050.625000 Penalty: 3185.076660
	Iteration 5F: 3 clusters Score -1519051 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1519796.625000 Penalty: 3185.076660
	Iteration 6F: 3 clusters Score -1519797 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1520625.750000 Penalty: 3185.076660
	Iteration 7F: 3 clusters Score -1520626 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1521498.250000 Penalty: 3185.076660
	Iteration 8F: 3 clusters Score -1521498 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1522210.625000 Penalty: 3185.076660
	Iteration 9Q: 3 clusters Score -1522211 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1522779.250000 Penalty: 3185.076660
	Iteration 10Q: 3 clusters Score -1522779 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1523177.500000 Penalty: 3185.076660
	Iteration 11Q: 3 clusters Score -1523178 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1523391.000000 Penalty: 3185.076660
	Iteration 12Q: 3 clusters Score -1523391 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -1523497.250000 Penalty: 3185.076660
	Iteration 13Q: 3 clusters Score -1523497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1523580.250000 Penalty: 3185.076660
	Iteration 14Q: 3 clusters Score -1523580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1523629.000000 Penalty: 3185.076660
	Iteration 15Q: 3 clusters Score -1523629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1523659.500000 Penalty: 3185.076660
	Iteration 16Q: 3 clusters Score -1523660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1523673.125000 Penalty: 3185.076660
	Iteration 17Q: 3 clusters Score -1523673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -1523683.500000 Penalty: 3185.076660
	Iteration 18Q: 3 clusters Score -1523684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1523702.500000 Penalty: 3185.076660
	Iteration 19Q: 3 clusters Score -1523702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -1523710.625000 Penalty: 3185.076660
	Iteration 20F: 3 clusters Score -1523711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1523717.000000 Penalty: 3185.076660
	Iteration 21Q: 3 clusters Score -1523717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1523720.000000 Penalty: 3185.076660
	Iteration 22Q: 3 clusters Score -1523720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1523722.625000 Penalty: 3185.076660
	Iteration 23Q: 3 clusters Score -1523723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1523725.625000 Penalty: 3185.076660
	Iteration 24Q: 3 clusters Score -1523726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1523725.375000 Penalty: 3185.076660
	Iteration 25Q: 3 clusters Score -1523725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1523728.375000 Penalty: 3185.076660
	Iteration 26Q: 3 clusters Score -1523728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1523727.125000 Penalty: 3185.076660
	Iteration 27Q: 3 clusters Score -1523727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1523727.125000 Penalty: 3185.076660
	Iteration 28F: 3 clusters Score -1523727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -211746.500000 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -211746.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -209412.468750 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -209412.5 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -209892.812500 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -209892.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -210014.843750 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -210014.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -210080.078125 Penalty: 2526.554932
	Iteration 3Q: 3 clusters Score -210080.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -210126.234375 Penalty: 2526.554932
	Iteration 4Q: 3 clusters Score -210126.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -210153.265625 Penalty: 2526.554932
	Iteration 5Q: 3 clusters Score -210153.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -210180.328125 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -210180.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -210195.328125 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -210195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -210202.578125 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -210202.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -210216.109375 Penalty: 2526.554932
	Iteration 9Q: 3 clusters Score -210216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -210227.250000 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -210227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -210234.750000 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -210234.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -210242.218750 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -210242.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -210249.125000 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -210249.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -210252.718750 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -210252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -210255.515625 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -210255.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -210259.375000 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -210259.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -210261.640625 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -210261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -210263.359375 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -210263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -210265.218750 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -210265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -210266.515625 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -210266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -210267.968750 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -210268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -210268.734375 Penalty: 2526.554932
	Iteration 22Q: 3 clusters Score -210268.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -210271.687500 Penalty: 2526.554932
	Iteration 23Q: 3 clusters Score -210271.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -210275.140625 Penalty: 2526.554932
	Iteration 24Q: 3 clusters Score -210275.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -210280.000000 Penalty: 2526.554932
	Iteration 25Q: 3 clusters Score -210280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -210285.687500 Penalty: 2526.554932
	Iteration 26Q: 3 clusters Score -210285.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -210293.515625 Penalty: 2526.554932
	Iteration 27Q: 3 clusters Score -210293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -210302.390625 Penalty: 2526.554932
	Iteration 28Q: 3 clusters Score -210302.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -210310.062500 Penalty: 2526.554932
	Iteration 29Q: 3 clusters Score -210310.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -210316.796875 Penalty: 2526.554932
	Iteration 30Q: 3 clusters Score -210316.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -210322.359375 Penalty: 2526.554932
	Iteration 31Q: 3 clusters Score -210322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -210324.640625 Penalty: 2526.554932
	Iteration 32Q: 3 clusters Score -210324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -210326.296875 Penalty: 2526.554932
	Iteration 33Q: 3 clusters Score -210326.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -210328.015625 Penalty: 2526.554932
	Iteration 34Q: 3 clusters Score -210328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -210329.765625 Penalty: 2526.554932
	Iteration 35Q: 3 clusters Score -210329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -210331.718750 Penalty: 2526.554932
	Iteration 36Q: 3 clusters Score -210331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -210333.937500 Penalty: 2526.554932
	Iteration 37Q: 3 clusters Score -210333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -210335.578125 Penalty: 2526.554932
	Iteration 38Q: 3 clusters Score -210335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -210337.750000 Penalty: 2526.554932
	Iteration 39Q: 3 clusters Score -210337.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -210340.890625 Penalty: 2526.554932
	Iteration 40F: 3 clusters Score -210340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -210342.843750 Penalty: 2526.554932
	Iteration 41Q: 3 clusters Score -210342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -210345.578125 Penalty: 2526.554932
	Iteration 42Q: 3 clusters Score -210345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -210346.343750 Penalty: 2526.554932
	Iteration 43Q: 3 clusters Score -210346.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -210347.750000 Penalty: 2526.554932
	Iteration 44Q: 3 clusters Score -210347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -210348.296875 Penalty: 2526.554932
	Iteration 45Q: 3 clusters Score -210348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -210349.250000 Penalty: 2526.554932
	Iteration 46Q: 3 clusters Score -210349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -210350.218750 Penalty: 2526.554932
	Iteration 47Q: 3 clusters Score -210350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -210352.265625 Penalty: 2526.554932
	Iteration 48Q: 3 clusters Score -210352.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -210355.156250 Penalty: 2526.554932
	Iteration 49Q: 3 clusters Score -210355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -210355.531250 Penalty: 2526.554932
	Iteration 50Q: 3 clusters Score -210355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -210356.687500 Penalty: 2526.554932
	Iteration 51Q: 3 clusters Score -210356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -210357.265625 Penalty: 2526.554932
	Iteration 52Q: 3 clusters Score -210357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -210357.812500 Penalty: 2526.554932
	Iteration 53Q: 3 clusters Score -210357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -210358.046875 Penalty: 2526.554932
	Iteration 54Q: 3 clusters Score -210358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -210358.234375 Penalty: 2526.554932
	Iteration 55Q: 3 clusters Score -210358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -210360.171875 Penalty: 2526.554932
	Iteration 56Q: 3 clusters Score -210360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -210360.671875 Penalty: 2526.554932
	Iteration 57Q: 3 clusters Score -210360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -210361.078125 Penalty: 2526.554932
	Iteration 58Q: 3 clusters Score -210361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -210361.328125 Penalty: 2526.554932
	Iteration 59Q: 3 clusters Score -210361.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -210361.328125 Penalty: 2526.554932
	Iteration 60F: 3 clusters Score -210361.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -212878.718750 Penalty: 1259.404907
	Iteration 0F: 2 clusters Score -212878.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -210569.734375 Penalty: 2518.809814
	Iteration 0F: 3 clusters Score -210569.7 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -211039.750000 Penalty: 2518.809814
	Iteration 1F: 3 clusters Score -211039.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -211153.859375 Penalty: 2518.809814
	Iteration 2F: 3 clusters Score -211153.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -211228.171875 Penalty: 2518.809814
	Iteration 3Q: 3 clusters Score -211228.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -211273.750000 Penalty: 2518.809814
	Iteration 4Q: 3 clusters Score -211273.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -211295.859375 Penalty: 2518.809814
	Iteration 5Q: 3 clusters Score -211295.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -211313.312500 Penalty: 2518.809814
	Iteration 6Q: 3 clusters Score -211313.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -211329.125000 Penalty: 2518.809814
	Iteration 7Q: 3 clusters Score -211329.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -211339.296875 Penalty: 2518.809814
	Iteration 8Q: 3 clusters Score -211339.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -211348.609375 Penalty: 2518.809814
	Iteration 9Q: 3 clusters Score -211348.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -211353.609375 Penalty: 2518.809814
	Iteration 10Q: 3 clusters Score -211353.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -211359.609375 Penalty: 2518.809814
	Iteration 11Q: 3 clusters Score -211359.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -211371.750000 Penalty: 2518.809814
	Iteration 12Q: 3 clusters Score -211371.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -211388.296875 Penalty: 2518.809814
	Iteration 13Q: 3 clusters Score -211388.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -211397.468750 Penalty: 2518.809814
	Iteration 14Q: 3 clusters Score -211397.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -211405.687500 Penalty: 2518.809814
	Iteration 15Q: 3 clusters Score -211405.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -211415.562500 Penalty: 2518.809814
	Iteration 16Q: 3 clusters Score -211415.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -211423.656250 Penalty: 2518.809814
	Iteration 17Q: 3 clusters Score -211423.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -211432.750000 Penalty: 2518.809814
	Iteration 18Q: 3 clusters Score -211432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -211439.656250 Penalty: 2518.809814
	Iteration 19Q: 3 clusters Score -211439.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -211446.234375 Penalty: 2518.809814
	Iteration 20F: 3 clusters Score -211446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -211455.593750 Penalty: 2518.809814
	Iteration 21Q: 3 clusters Score -211455.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -211466.281250 Penalty: 2518.809814
	Iteration 22Q: 3 clusters Score -211466.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -211480.406250 Penalty: 2518.809814
	Iteration 23Q: 3 clusters Score -211480.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -211498.187500 Penalty: 2518.809814
	Iteration 24Q: 3 clusters Score -211498.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -211514.187500 Penalty: 2518.809814
	Iteration 25Q: 3 clusters Score -211514.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -211527.015625 Penalty: 2518.809814
	Iteration 26Q: 3 clusters Score -211527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -211542.906250 Penalty: 2518.809814
	Iteration 27Q: 3 clusters Score -211542.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -211554.921875 Penalty: 2518.809814
	Iteration 28Q: 3 clusters Score -211554.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -211570.843750 Penalty: 2518.809814
	Iteration 29Q: 3 clusters Score -211570.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -211588.531250 Penalty: 2518.809814
	Iteration 30Q: 3 clusters Score -211588.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -211602.687500 Penalty: 2518.809814
	Iteration 31Q: 3 clusters Score -211602.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -211612.437500 Penalty: 2518.809814
	Iteration 32Q: 3 clusters Score -211612.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -211624.390625 Penalty: 2518.809814
	Iteration 33Q: 3 clusters Score -211624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -211633.187500 Penalty: 2518.809814
	Iteration 34Q: 3 clusters Score -211633.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -211639.234375 Penalty: 2518.809814
	Iteration 35Q: 3 clusters Score -211639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -211640.562500 Penalty: 2518.809814
	Iteration 36Q: 3 clusters Score -211640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -211642.953125 Penalty: 2518.809814
	Iteration 37Q: 3 clusters Score -211643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -211646.031250 Penalty: 2518.809814
	Iteration 38Q: 3 clusters Score -211646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -211651.562500 Penalty: 2518.809814
	Iteration 39Q: 3 clusters Score -211651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -211657.437500 Penalty: 2518.809814
	Iteration 40F: 3 clusters Score -211657.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -211664.765625 Penalty: 2518.809814
	Iteration 41Q: 3 clusters Score -211664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -211671.031250 Penalty: 2518.809814
	Iteration 42Q: 3 clusters Score -211671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -211674.875000 Penalty: 2518.809814
	Iteration 43Q: 3 clusters Score -211674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -211676.687500 Penalty: 2518.809814
	Iteration 44Q: 3 clusters Score -211676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -211676.687500 Penalty: 2518.809814
	Iteration 45F: 3 clusters Score -211676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -125996.062500 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -125996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -124178.632812 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -124178.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -124598.109375 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -124598.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -124683.921875 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -124683.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -124736.101562 Penalty: 2389.959717
	Iteration 3Q: 3 clusters Score -124736.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -124759.429688 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -124759.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -124773.984375 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -124774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -124789.039062 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -124789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -124798.460938 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -124798.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124803.960938 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -124804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -124813.156250 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -124813.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -124822.062500 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -124822.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -124827.812500 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -124827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124834.109375 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -124834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124839.992188 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -124840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124845.054688 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -124845.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124852.867188 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -124852.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124857.117188 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -124857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124862.070312 Penalty: 2389.959717
	Iteration 17Q: 3 clusters Score -124862.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -124866.867188 Penalty: 2389.959717
	Iteration 18Q: 3 clusters Score -124866.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -124871.031250 Penalty: 2389.959717
	Iteration 19Q: 3 clusters Score -124871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -124877.078125 Penalty: 2389.959717
	Iteration 20F: 3 clusters Score -124877.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -124887.773438 Penalty: 2389.959717
	Iteration 21Q: 3 clusters Score -124887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124937.398438 Penalty: 2389.959717
	Iteration 22Q: 3 clusters Score -124937.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125008.578125 Penalty: 2389.959717
	Iteration 23Q: 3 clusters Score -125008.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125100.648438 Penalty: 2389.959717
	Iteration 24Q: 3 clusters Score -125100.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125163.062500 Penalty: 2389.959717
	Iteration 25Q: 3 clusters Score -125163.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -125225.679688 Penalty: 2389.959717
	Iteration 26Q: 3 clusters Score -125225.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125296.835938 Penalty: 2389.959717
	Iteration 27Q: 3 clusters Score -125296.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125362.132812 Penalty: 2389.959717
	Iteration 28Q: 3 clusters Score -125362.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -125424.140625 Penalty: 2389.959717
	Iteration 29Q: 3 clusters Score -125424.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -125470.390625 Penalty: 2389.959717
	Iteration 30Q: 3 clusters Score -125470.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -125515.429688 Penalty: 2389.959717
	Iteration 31Q: 3 clusters Score -125515.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -125548.937500 Penalty: 2389.959717
	Iteration 32Q: 3 clusters Score -125548.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -125569.351562 Penalty: 2389.959717
	Iteration 33Q: 3 clusters Score -125569.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -125585.976562 Penalty: 2389.959717
	Iteration 34Q: 3 clusters Score -125586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -125592.937500 Penalty: 2389.959717
	Iteration 35Q: 3 clusters Score -125592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125595.914062 Penalty: 2389.959717
	Iteration 36Q: 3 clusters Score -125595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -125597.812500 Penalty: 2389.959717
	Iteration 37Q: 3 clusters Score -125597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -125597.812500 Penalty: 2389.959717
	Iteration 38F: 3 clusters Score -125597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134440 members 
Entering Unmasked Estep 
Score: -11637325.000000 Penalty: 1918.941895
	Iteration 0F: 2 clusters Score -1.163732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -11547344.000000 Penalty: 3837.883789
	Iteration 0F: 3 clusters Score -1.154734e+07 nChanged 64942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -11585221.000000 Penalty: 3837.883789
	Iteration 1F: 3 clusters Score -1.158522e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -11585939.000000 Penalty: 3837.883789
	Iteration 2Q: 3 clusters Score -1.158594e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -11586662.000000 Penalty: 3837.883789
	Iteration 3Q: 3 clusters Score -1.158666e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -11587498.000000 Penalty: 3837.883789
	Iteration 4Q: 3 clusters Score -1.15875e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -11588577.000000 Penalty: 3837.883789
	Iteration 5Q: 3 clusters Score -1.158858e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -11590117.000000 Penalty: 3837.883789
	Iteration 6Q: 3 clusters Score -1.159012e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -11592256.000000 Penalty: 3837.883789
	Iteration 7Q: 3 clusters Score -1.159226e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -11595674.000000 Penalty: 3837.883789
	Iteration 8Q: 3 clusters Score -1.159567e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -11600771.000000 Penalty: 3837.883789
	Iteration 9F: 3 clusters Score -1.160077e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -11606659.000000 Penalty: 3837.883789
	Iteration 10F: 3 clusters Score -1.160666e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -11610901.000000 Penalty: 3837.883789
	Iteration 11F: 3 clusters Score -1.16109e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -11612945.000000 Penalty: 3837.883789
	Iteration 12Q: 3 clusters Score -1.161294e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -11613651.000000 Penalty: 3837.883789
	Iteration 13Q: 3 clusters Score -1.161365e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -11614222.000000 Penalty: 3837.883789
	Iteration 14Q: 3 clusters Score -1.161422e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -11614693.000000 Penalty: 3837.883789
	Iteration 15Q: 3 clusters Score -1.161469e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -11615209.000000 Penalty: 3837.883789
	Iteration 16Q: 3 clusters Score -1.161521e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -11615767.000000 Penalty: 3837.883789
	Iteration 17Q: 3 clusters Score -1.161577e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -11616435.000000 Penalty: 3837.883789
	Iteration 18Q: 3 clusters Score -1.161644e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -11617256.000000 Penalty: 3837.883789
	Iteration 19Q: 3 clusters Score -1.161726e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -11618174.000000 Penalty: 3837.883789
	Iteration 20F: 3 clusters Score -1.161817e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 106973 members 
Entering Unmasked Estep 
Score: -11619193.000000 Penalty: 3837.883789
	Iteration 21Q: 3 clusters Score -1.161919e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -11620464.000000 Penalty: 3837.883789
	Iteration 22Q: 3 clusters Score -1.162046e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 112629 members 
Entering Unmasked Estep 
Score: -11621726.000000 Penalty: 3837.883789
	Iteration 23Q: 3 clusters Score -1.162173e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 115465 members 
Entering Unmasked Estep 
Score: -11623003.000000 Penalty: 3837.883789
	Iteration 24Q: 3 clusters Score -1.1623e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 118292 members 
Entering Unmasked Estep 
Score: -11624471.000000 Penalty: 3837.883789
	Iteration 25Q: 3 clusters Score -1.162447e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -11626107.000000 Penalty: 3837.883789
	Iteration 26Q: 3 clusters Score -1.162611e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 123704 members 
Entering Unmasked Estep 
Score: -11627813.000000 Penalty: 3837.883789
	Iteration 27Q: 3 clusters Score -1.162781e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -11629333.000000 Penalty: 3837.883789
	Iteration 28Q: 3 clusters Score -1.162933e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -11630788.000000 Penalty: 3837.883789
	Iteration 29Q: 3 clusters Score -1.163079e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 130081 members 
Entering Unmasked Estep 
Score: -11632199.000000 Penalty: 3837.883789
	Iteration 30Q: 3 clusters Score -1.16322e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -11633400.000000 Penalty: 3837.883789
	Iteration 31Q: 3 clusters Score -1.16334e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -11634318.000000 Penalty: 3837.883789
	Iteration 32Q: 3 clusters Score -1.163432e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 133502 members 
Entering Unmasked Estep 
Score: -11634901.000000 Penalty: 3837.883789
	Iteration 33Q: 3 clusters Score -1.16349e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 133894 members 
Entering Unmasked Estep 
Score: -11635247.000000 Penalty: 3837.883789
	Iteration 34Q: 3 clusters Score -1.163525e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -11635396.000000 Penalty: 3837.883789
	Iteration 35Q: 3 clusters Score -1.16354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -11635491.000000 Penalty: 3837.883789
	Iteration 36Q: 3 clusters Score -1.163549e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 134200 members 
Entering Unmasked Estep 
Score: -11635575.000000 Penalty: 3837.883789
	Iteration 37Q: 3 clusters Score -1.163558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -11635593.000000 Penalty: 3837.883789
	Iteration 38Q: 3 clusters Score -1.163559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 134232 members 
Entering Unmasked Estep 
Score: -11635607.000000 Penalty: 3837.883789
	Iteration 39Q: 3 clusters Score -1.163561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 134239 members 
Entering Unmasked Estep 
Score: -11635619.000000 Penalty: 3837.883789
	Iteration 40F: 3 clusters Score -1.163562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 134244 members 
Entering Unmasked Estep 
Score: -11635622.000000 Penalty: 3837.883789
	Iteration 41Q: 3 clusters Score -1.163562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 134250 members 
Entering Unmasked Estep 
Score: -11635626.000000 Penalty: 3837.883789
	Iteration 42Q: 3 clusters Score -1.163563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -11635628.000000 Penalty: 3837.883789
	Iteration 43Q: 3 clusters Score -1.163563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 134261 members 
Entering Unmasked Estep 
Score: -11635641.000000 Penalty: 3837.883789
	Iteration 44Q: 3 clusters Score -1.163564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -11635651.000000 Penalty: 3837.883789
	Iteration 45Q: 3 clusters Score -1.163565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
Score: -11635651.000000 Penalty: 3837.883789
	Iteration 46F: 3 clusters Score -1.163565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (285887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285887 members 
Entering Unmasked Estep 
Score: -25599526.000000 Penalty: 2041.544678
	Iteration 0F: 2 clusters Score -2.559953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142251 members 
Mstep: Class 2 contains 143636 members 
Entering Unmasked Estep 
Score: -25418052.000000 Penalty: 4083.089355
	Iteration 0F: 3 clusters Score -2.541805e+07 nChanged 139169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 163105 members 
Entering Unmasked Estep 
Score: -25503748.000000 Penalty: 4083.089355
	Iteration 1F: 3 clusters Score -2.550375e+07 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111095 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -25508256.000000 Penalty: 4083.089355
	Iteration 2Q: 3 clusters Score -2.550826e+07 nChanged 17296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 191070 members 
Entering Unmasked Estep 
Score: -25515822.000000 Penalty: 4083.089355
	Iteration 3F: 3 clusters Score -2.551582e+07 nChanged 21353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 211769 members 
Entering Unmasked Estep 
Score: -25528258.000000 Penalty: 4083.089355
	Iteration 4F: 3 clusters Score -2.552826e+07 nChanged 22751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 234156 members 
Entering Unmasked Estep 
Score: -25545120.000000 Penalty: 4083.089355
	Iteration 5F: 3 clusters Score -2.554512e+07 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 253893 members 
Entering Unmasked Estep 
Score: -25562456.000000 Penalty: 4083.089355
	Iteration 6F: 3 clusters Score -2.556246e+07 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 267478 members 
Entering Unmasked Estep 
Score: -25576078.000000 Penalty: 4083.089355
	Iteration 7Q: 3 clusters Score -2.557608e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 275529 members 
Entering Unmasked Estep 
Score: -25585140.000000 Penalty: 4083.089355
	Iteration 8Q: 3 clusters Score -2.558514e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 279956 members 
Entering Unmasked Estep 
Score: -25590420.000000 Penalty: 4083.089355
	Iteration 9Q: 3 clusters Score -2.559042e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 282362 members 
Entering Unmasked Estep 
Score: -25593426.000000 Penalty: 4083.089355
	Iteration 10Q: 3 clusters Score -2.559343e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 283672 members 
Entering Unmasked Estep 
Score: -25595082.000000 Penalty: 4083.089355
	Iteration 11Q: 3 clusters Score -2.559508e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 284401 members 
Entering Unmasked Estep 
Score: -25596028.000000 Penalty: 4083.089355
	Iteration 12Q: 3 clusters Score -2.559603e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 284827 members 
Entering Unmasked Estep 
Score: -25596568.000000 Penalty: 4083.089355
	Iteration 13Q: 3 clusters Score -2.559657e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 285070 members 
Entering Unmasked Estep 
Score: -25596878.000000 Penalty: 4083.089355
	Iteration 14Q: 3 clusters Score -2.559688e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 285200 members 
Entering Unmasked Estep 
Score: -25597050.000000 Penalty: 4083.089355
	Iteration 15Q: 3 clusters Score -2.559705e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 285278 members 
Entering Unmasked Estep 
Score: -25597168.000000 Penalty: 4083.089355
	Iteration 16Q: 3 clusters Score -2.559717e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 285334 members 
Entering Unmasked Estep 
Score: -25597258.000000 Penalty: 4083.089355
	Iteration 17Q: 3 clusters Score -2.559726e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 285369 members 
Entering Unmasked Estep 
Score: -25597328.000000 Penalty: 4083.089355
	Iteration 18Q: 3 clusters Score -2.559733e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 285395 members 
Entering Unmasked Estep 
Score: -25597346.000000 Penalty: 4083.089355
	Iteration 19Q: 3 clusters Score -2.559735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 285415 members 
Entering Unmasked Estep 
Score: -25597370.000000 Penalty: 4083.089355
	Iteration 20F: 3 clusters Score -2.559737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 285428 members 
Entering Unmasked Estep 
Score: -25597398.000000 Penalty: 4083.089355
	Iteration 21Q: 3 clusters Score -2.55974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 285438 members 
Entering Unmasked Estep 
Score: -25597430.000000 Penalty: 4083.089355
	Iteration 22Q: 3 clusters Score -2.559743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 285447 members 
Entering Unmasked Estep 
Score: -25597444.000000 Penalty: 4083.089355
	Iteration 23Q: 3 clusters Score -2.559744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 285452 members 
Entering Unmasked Estep 
Score: -25597460.000000 Penalty: 4083.089355
	Iteration 24Q: 3 clusters Score -2.559746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 285454 members 
Entering Unmasked Estep 
Score: -25597462.000000 Penalty: 4083.089355
	Iteration 25Q: 3 clusters Score -2.559746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 285454 members 
Entering Unmasked Estep 
Score: -25597466.000000 Penalty: 4083.089355
	Iteration 26Q: 3 clusters Score -2.559747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 285454 members 
Entering Unmasked Estep 
Score: -25597456.000000 Penalty: 4083.089355
	Iteration 27Q: 3 clusters Score -2.559746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 285455 members 
Entering Unmasked Estep 
Score: -25597462.000000 Penalty: 4083.089355
	Iteration 28Q: 3 clusters Score -2.559746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 285456 members 
Entering Unmasked Estep 
Score: -25597462.000000 Penalty: 4083.089355
	Iteration 29Q: 3 clusters Score -2.559746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 285456 members 
Entering Unmasked Estep 
Score: -25597462.000000 Penalty: 4083.089355
	Iteration 30F: 3 clusters Score -2.559746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -244302.265625 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -244302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -241680.531250 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -241680.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -242308.406250 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -242308.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -242469.812500 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -242469.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -242575.781250 Penalty: 2576.731934
	Iteration 3F: 3 clusters Score -242575.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -242664.593750 Penalty: 2576.731934
	Iteration 4Q: 3 clusters Score -242664.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -242757.500000 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -242757.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -242823.390625 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -242823.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -242895.093750 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -242895.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -242946.234375 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -242946.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -243002.078125 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -243002.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -243057.812500 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -243057.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -243118.140625 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -243118.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -243161.140625 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -243161.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -243201.968750 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -243202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -243234.781250 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -243234.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -243266.968750 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -243267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -243289.453125 Penalty: 2576.731934
	Iteration 16Q: 3 clusters Score -243289.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -243307.328125 Penalty: 2576.731934
	Iteration 17Q: 3 clusters Score -243307.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -243318.687500 Penalty: 2576.731934
	Iteration 18Q: 3 clusters Score -243318.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -243324.796875 Penalty: 2576.731934
	Iteration 19Q: 3 clusters Score -243324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -243328.312500 Penalty: 2576.731934
	Iteration 20F: 3 clusters Score -243328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -243331.375000 Penalty: 2576.731934
	Iteration 21Q: 3 clusters Score -243331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -243333.203125 Penalty: 2576.731934
	Iteration 22Q: 3 clusters Score -243333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -243334.609375 Penalty: 2576.731934
	Iteration 23Q: 3 clusters Score -243334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -243335.750000 Penalty: 2576.731934
	Iteration 24Q: 3 clusters Score -243335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -243336.046875 Penalty: 2576.731934
	Iteration 25Q: 3 clusters Score -243336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -243336.343750 Penalty: 2576.731934
	Iteration 26Q: 3 clusters Score -243336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -243336.343750 Penalty: 2576.731934
	Iteration 27F: 3 clusters Score -243336.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -17043.441406 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -17043.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16190.892578 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -16190.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16272.934570 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -16272.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16300.167969 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -16300.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16305.642578 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -16305.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16316.198242 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -16316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16323.680664 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -16323.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16323.680664 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -16323.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -160050.062500 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -160050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -158032.609375 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -158032.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -158404.015625 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -158404 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -158513.000000 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -158513 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -158580.250000 Penalty: 2454.647705
	Iteration 3F: 3 clusters Score -158580.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -158627.015625 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -158627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -158659.421875 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -158659.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -158687.640625 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -158687.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -158717.765625 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -158717.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -158752.296875 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -158752.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158783.109375 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -158783.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -158810.031250 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -158810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -158833.843750 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -158833.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -158850.328125 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -158850.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -158864.359375 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -158864.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -158873.843750 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -158873.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158881.968750 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -158882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -158895.687500 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -158895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -158903.640625 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -158903.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -158913.953125 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -158914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -158924.125000 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -158924.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -158933.906250 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -158933.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -158944.359375 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -158944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -158951.437500 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -158951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -158961.734375 Penalty: 2454.647705
	Iteration 23Q: 3 clusters Score -158961.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -158973.328125 Penalty: 2454.647705
	Iteration 24Q: 3 clusters Score -158973.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -158986.703125 Penalty: 2454.647705
	Iteration 25Q: 3 clusters Score -158986.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -158999.906250 Penalty: 2454.647705
	Iteration 26Q: 3 clusters Score -158999.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -159024.890625 Penalty: 2454.647705
	Iteration 27Q: 3 clusters Score -159024.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -159043.453125 Penalty: 2454.647705
	Iteration 28Q: 3 clusters Score -159043.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -159055.140625 Penalty: 2454.647705
	Iteration 29Q: 3 clusters Score -159055.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -159066.281250 Penalty: 2454.647705
	Iteration 30Q: 3 clusters Score -159066.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -159079.656250 Penalty: 2454.647705
	Iteration 31Q: 3 clusters Score -159079.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -159092.015625 Penalty: 2454.647705
	Iteration 32Q: 3 clusters Score -159092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -159100.000000 Penalty: 2454.647705
	Iteration 33Q: 3 clusters Score -159100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -159108.046875 Penalty: 2454.647705
	Iteration 34Q: 3 clusters Score -159108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -159113.921875 Penalty: 2454.647705
	Iteration 35Q: 3 clusters Score -159113.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -159118.281250 Penalty: 2454.647705
	Iteration 36Q: 3 clusters Score -159118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -159125.125000 Penalty: 2454.647705
	Iteration 37Q: 3 clusters Score -159125.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -159130.015625 Penalty: 2454.647705
	Iteration 38Q: 3 clusters Score -159130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159133.562500 Penalty: 2454.647705
	Iteration 39Q: 3 clusters Score -159133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159135.234375 Penalty: 2454.647705
	Iteration 40F: 3 clusters Score -159135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -159136.296875 Penalty: 2454.647705
	Iteration 41Q: 3 clusters Score -159136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -159137.781250 Penalty: 2454.647705
	Iteration 42Q: 3 clusters Score -159137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159138.312500 Penalty: 2454.647705
	Iteration 43Q: 3 clusters Score -159138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -159138.718750 Penalty: 2454.647705
	Iteration 44Q: 3 clusters Score -159138.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -159138.718750 Penalty: 2454.647705
	Iteration 45F: 3 clusters Score -159138.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Entering Unmasked Estep 
Score: -1713692.750000 Penalty: 1605.294189
	Iteration 0F: 2 clusters Score -1713693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1700386.250000 Penalty: 3210.588379
	Iteration 0F: 3 clusters Score -1700386 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1705182.500000 Penalty: 3210.588379
	Iteration 1F: 3 clusters Score -1705182 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1705554.000000 Penalty: 3210.588379
	Iteration 2Q: 3 clusters Score -1705554 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1705986.875000 Penalty: 3210.588379
	Iteration 3Q: 3 clusters Score -1705987 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1706476.000000 Penalty: 3210.588379
	Iteration 4Q: 3 clusters Score -1706476 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1707076.000000 Penalty: 3210.588379
	Iteration 5Q: 3 clusters Score -1707076 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1707823.625000 Penalty: 3210.588379
	Iteration 6F: 3 clusters Score -1707824 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1708636.500000 Penalty: 3210.588379
	Iteration 7F: 3 clusters Score -1708636 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1709469.875000 Penalty: 3210.588379
	Iteration 8F: 3 clusters Score -1709470 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1710352.500000 Penalty: 3210.588379
	Iteration 9Q: 3 clusters Score -1710352 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1711107.125000 Penalty: 3210.588379
	Iteration 10Q: 3 clusters Score -1711107 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1711523.375000 Penalty: 3210.588379
	Iteration 11Q: 3 clusters Score -1711523 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1711764.500000 Penalty: 3210.588379
	Iteration 12Q: 3 clusters Score -1711764 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1711909.250000 Penalty: 3210.588379
	Iteration 13Q: 3 clusters Score -1711909 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1712010.625000 Penalty: 3210.588379
	Iteration 14Q: 3 clusters Score -1712011 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1712101.750000 Penalty: 3210.588379
	Iteration 15Q: 3 clusters Score -1712102 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1712189.250000 Penalty: 3210.588379
	Iteration 16Q: 3 clusters Score -1712189 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1712285.250000 Penalty: 3210.588379
	Iteration 17Q: 3 clusters Score -1712285 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1712364.000000 Penalty: 3210.588379
	Iteration 18Q: 3 clusters Score -1712364 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1712446.125000 Penalty: 3210.588379
	Iteration 19Q: 3 clusters Score -1712446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1712501.375000 Penalty: 3210.588379
	Iteration 20F: 3 clusters Score -1712501 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1712536.875000 Penalty: 3210.588379
	Iteration 21Q: 3 clusters Score -1712537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1712556.500000 Penalty: 3210.588379
	Iteration 22Q: 3 clusters Score -1712556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1712577.500000 Penalty: 3210.588379
	Iteration 23Q: 3 clusters Score -1712578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1712597.875000 Penalty: 3210.588379
	Iteration 24Q: 3 clusters Score -1712598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1712615.375000 Penalty: 3210.588379
	Iteration 25Q: 3 clusters Score -1712615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1712629.000000 Penalty: 3210.588379
	Iteration 26Q: 3 clusters Score -1712629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1712638.125000 Penalty: 3210.588379
	Iteration 27Q: 3 clusters Score -1712638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1712640.875000 Penalty: 3210.588379
	Iteration 28Q: 3 clusters Score -1712641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1712647.000000 Penalty: 3210.588379
	Iteration 29Q: 3 clusters Score -1712647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1712648.000000 Penalty: 3210.588379
	Iteration 30Q: 3 clusters Score -1712648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1712648.875000 Penalty: 3210.588379
	Iteration 31Q: 3 clusters Score -1712649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1712652.125000 Penalty: 3210.588379
	Iteration 32Q: 3 clusters Score -1712652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1712655.500000 Penalty: 3210.588379
	Iteration 33Q: 3 clusters Score -1712656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1712653.500000 Penalty: 3210.588379
	Iteration 34Q: 3 clusters Score -1712654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1712656.500000 Penalty: 3210.588379
	Iteration 35Q: 3 clusters Score -1712656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1712659.375000 Penalty: 3210.588379
	Iteration 36Q: 3 clusters Score -1712659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1712660.125000 Penalty: 3210.588379
	Iteration 37Q: 3 clusters Score -1712660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1712661.000000 Penalty: 3210.588379
	Iteration 38Q: 3 clusters Score -1712661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1712659.000000 Penalty: 3210.588379
	Iteration 39Q: 3 clusters Score -1712659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1712658.875000 Penalty: 3210.588379
	Iteration 40F: 3 clusters Score -1712659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1712660.250000 Penalty: 3210.588379
	Iteration 41Q: 3 clusters Score -1712660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1712660.625000 Penalty: 3210.588379
	Iteration 42Q: 3 clusters Score -1712661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1712660.125000 Penalty: 3210.588379
	Iteration 43Q: 3 clusters Score -1712660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1712663.750000 Penalty: 3210.588379
	Iteration 44Q: 3 clusters Score -1712664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1712656.375000 Penalty: 3210.588379
	Iteration 45Q: 3 clusters Score -1712656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1712657.250000 Penalty: 3210.588379
	Iteration 46Q: 3 clusters Score -1712657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1712659.500000 Penalty: 3210.588379
	Iteration 47Q: 3 clusters Score -1712660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1712665.000000 Penalty: 3210.588379
	Iteration 48Q: 3 clusters Score -1712665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1712663.125000 Penalty: 3210.588379
	Iteration 49Q: 3 clusters Score -1712663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1712669.875000 Penalty: 3210.588379
	Iteration 50Q: 3 clusters Score -1712670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1712671.250000 Penalty: 3210.588379
	Iteration 51Q: 3 clusters Score -1712671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1712673.500000 Penalty: 3210.588379
	Iteration 52Q: 3 clusters Score -1712674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1712673.375000 Penalty: 3210.588379
	Iteration 53Q: 3 clusters Score -1712673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1712676.000000 Penalty: 3210.588379
	Iteration 54Q: 3 clusters Score -1712676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1712674.500000 Penalty: 3210.588379
	Iteration 55Q: 3 clusters Score -1712674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1712676.375000 Penalty: 3210.588379
	Iteration 56Q: 3 clusters Score -1712676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1712676.500000 Penalty: 3210.588379
	Iteration 57Q: 3 clusters Score -1712676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1712675.875000 Penalty: 3210.588379
	Iteration 58Q: 3 clusters Score -1712676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1712680.000000 Penalty: 3210.588379
	Iteration 59Q: 3 clusters Score -1712680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1712678.375000 Penalty: 3210.588379
	Iteration 60F: 3 clusters Score -1712678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1712682.625000 Penalty: 3210.588379
	Iteration 61Q: 3 clusters Score -1712683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1712680.375000 Penalty: 3210.588379
	Iteration 62Q: 3 clusters Score -1712680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1712682.375000 Penalty: 3210.588379
	Iteration 63Q: 3 clusters Score -1712682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1712684.125000 Penalty: 3210.588379
	Iteration 64Q: 3 clusters Score -1712684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1712684.500000 Penalty: 3210.588379
	Iteration 65Q: 3 clusters Score -1712684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1712682.250000 Penalty: 3210.588379
	Iteration 66Q: 3 clusters Score -1712682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1712684.000000 Penalty: 3210.588379
	Iteration 67Q: 3 clusters Score -1712684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1712680.875000 Penalty: 3210.588379
	Iteration 68Q: 3 clusters Score -1712681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1712682.625000 Penalty: 3210.588379
	Iteration 69Q: 3 clusters Score -1712683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1712682.875000 Penalty: 3210.588379
	Iteration 70Q: 3 clusters Score -1712683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1712684.125000 Penalty: 3210.588379
	Iteration 71Q: 3 clusters Score -1712684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1712687.250000 Penalty: 3210.588379
	Iteration 72Q: 3 clusters Score -1712687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1712686.375000 Penalty: 3210.588379
	Iteration 73Q: 3 clusters Score -1712686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1712686.375000 Penalty: 3210.588379
	Iteration 74Q: 3 clusters Score -1712686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1712686.000000 Penalty: 3210.588379
	Iteration 75Q: 3 clusters Score -1712686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1712685.125000 Penalty: 3210.588379
	Iteration 76Q: 3 clusters Score -1712685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1712683.375000 Penalty: 3210.588379
	Iteration 77Q: 3 clusters Score -1712683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1712685.625000 Penalty: 3210.588379
	Iteration 78Q: 3 clusters Score -1712686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1712685.625000 Penalty: 3210.588379
	Iteration 79F: 3 clusters Score -1712686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -349320.468750 Penalty: 1339.533325
	Iteration 0F: 2 clusters Score -349320.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -346116.156250 Penalty: 2679.066650
	Iteration 0F: 3 clusters Score -346116.2 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -346871.812500 Penalty: 2679.066650
	Iteration 1F: 3 clusters Score -346871.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -347011.812500 Penalty: 2679.066650
	Iteration 2F: 3 clusters Score -347011.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -347087.875000 Penalty: 2679.066650
	Iteration 3Q: 3 clusters Score -347087.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -347138.000000 Penalty: 2679.066650
	Iteration 4Q: 3 clusters Score -347138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -347175.906250 Penalty: 2679.066650
	Iteration 5Q: 3 clusters Score -347175.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -347205.500000 Penalty: 2679.066650
	Iteration 6Q: 3 clusters Score -347205.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -347231.062500 Penalty: 2679.066650
	Iteration 7Q: 3 clusters Score -347231.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -347256.312500 Penalty: 2679.066650
	Iteration 8Q: 3 clusters Score -347256.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -347281.562500 Penalty: 2679.066650
	Iteration 9Q: 3 clusters Score -347281.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -347304.031250 Penalty: 2679.066650
	Iteration 10Q: 3 clusters Score -347304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -347320.437500 Penalty: 2679.066650
	Iteration 11Q: 3 clusters Score -347320.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -347335.125000 Penalty: 2679.066650
	Iteration 12Q: 3 clusters Score -347335.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -347345.593750 Penalty: 2679.066650
	Iteration 13Q: 3 clusters Score -347345.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -347348.906250 Penalty: 2679.066650
	Iteration 14Q: 3 clusters Score -347348.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -347352.562500 Penalty: 2679.066650
	Iteration 15Q: 3 clusters Score -347352.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -347358.250000 Penalty: 2679.066650
	Iteration 16Q: 3 clusters Score -347358.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -347363.406250 Penalty: 2679.066650
	Iteration 17Q: 3 clusters Score -347363.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -347369.250000 Penalty: 2679.066650
	Iteration 18Q: 3 clusters Score -347369.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -347375.843750 Penalty: 2679.066650
	Iteration 19Q: 3 clusters Score -347375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -347379.062500 Penalty: 2679.066650
	Iteration 20F: 3 clusters Score -347379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -347382.031250 Penalty: 2679.066650
	Iteration 21Q: 3 clusters Score -347382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -347383.281250 Penalty: 2679.066650
	Iteration 22Q: 3 clusters Score -347383.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -347386.531250 Penalty: 2679.066650
	Iteration 23Q: 3 clusters Score -347386.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -347387.187500 Penalty: 2679.066650
	Iteration 24Q: 3 clusters Score -347387.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -347391.468750 Penalty: 2679.066650
	Iteration 25Q: 3 clusters Score -347391.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -347396.000000 Penalty: 2679.066650
	Iteration 26Q: 3 clusters Score -347396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -347401.156250 Penalty: 2679.066650
	Iteration 27Q: 3 clusters Score -347401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -347406.250000 Penalty: 2679.066650
	Iteration 28Q: 3 clusters Score -347406.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -347410.437500 Penalty: 2679.066650
	Iteration 29Q: 3 clusters Score -347410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -347412.968750 Penalty: 2679.066650
	Iteration 30Q: 3 clusters Score -347413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -347415.281250 Penalty: 2679.066650
	Iteration 31Q: 3 clusters Score -347415.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -347416.281250 Penalty: 2679.066650
	Iteration 32Q: 3 clusters Score -347416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -347417.500000 Penalty: 2679.066650
	Iteration 33Q: 3 clusters Score -347417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -347420.093750 Penalty: 2679.066650
	Iteration 34Q: 3 clusters Score -347420.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -347423.656250 Penalty: 2679.066650
	Iteration 35Q: 3 clusters Score -347423.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -347427.218750 Penalty: 2679.066650
	Iteration 36Q: 3 clusters Score -347427.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -347432.687500 Penalty: 2679.066650
	Iteration 37Q: 3 clusters Score -347432.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -347438.437500 Penalty: 2679.066650
	Iteration 38Q: 3 clusters Score -347438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -347442.156250 Penalty: 2679.066650
	Iteration 39Q: 3 clusters Score -347442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -347448.062500 Penalty: 2679.066650
	Iteration 40F: 3 clusters Score -347448.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -347451.406250 Penalty: 2679.066650
	Iteration 41Q: 3 clusters Score -347451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -347452.093750 Penalty: 2679.066650
	Iteration 42Q: 3 clusters Score -347452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -347452.843750 Penalty: 2679.066650
	Iteration 43Q: 3 clusters Score -347452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -347453.687500 Penalty: 2679.066650
	Iteration 44Q: 3 clusters Score -347453.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -347455.531250 Penalty: 2679.066650
	Iteration 45Q: 3 clusters Score -347455.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -347455.406250 Penalty: 2679.066650
	Iteration 46Q: 3 clusters Score -347455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -347456.187500 Penalty: 2679.066650
	Iteration 47Q: 3 clusters Score -347456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -347456.031250 Penalty: 2679.066650
	Iteration 48Q: 3 clusters Score -347456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -347457.218750 Penalty: 2679.066650
	Iteration 49Q: 3 clusters Score -347457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -347458.250000 Penalty: 2679.066650
	Iteration 50Q: 3 clusters Score -347458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -347459.468750 Penalty: 2679.066650
	Iteration 51Q: 3 clusters Score -347459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -347459.500000 Penalty: 2679.066650
	Iteration 52Q: 3 clusters Score -347459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -347460.937500 Penalty: 2679.066650
	Iteration 53Q: 3 clusters Score -347460.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -347463.625000 Penalty: 2679.066650
	Iteration 54Q: 3 clusters Score -347463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -347467.125000 Penalty: 2679.066650
	Iteration 55Q: 3 clusters Score -347467.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -347471.750000 Penalty: 2679.066650
	Iteration 56Q: 3 clusters Score -347471.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -347478.593750 Penalty: 2679.066650
	Iteration 57Q: 3 clusters Score -347478.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -347485.031250 Penalty: 2679.066650
	Iteration 58Q: 3 clusters Score -347485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -347497.625000 Penalty: 2679.066650
	Iteration 59Q: 3 clusters Score -347497.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -347511.625000 Penalty: 2679.066650
	Iteration 60F: 3 clusters Score -347511.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -347528.906250 Penalty: 2679.066650
	Iteration 61Q: 3 clusters Score -347528.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -347552.343750 Penalty: 2679.066650
	Iteration 62Q: 3 clusters Score -347552.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -347579.031250 Penalty: 2679.066650
	Iteration 63Q: 3 clusters Score -347579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -347607.968750 Penalty: 2679.066650
	Iteration 64Q: 3 clusters Score -347608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -347642.281250 Penalty: 2679.066650
	Iteration 65Q: 3 clusters Score -347642.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -347668.031250 Penalty: 2679.066650
	Iteration 66Q: 3 clusters Score -347668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -347696.656250 Penalty: 2679.066650
	Iteration 67Q: 3 clusters Score -347696.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -347729.531250 Penalty: 2679.066650
	Iteration 68Q: 3 clusters Score -347729.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -347760.250000 Penalty: 2679.066650
	Iteration 69Q: 3 clusters Score -347760.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -347787.968750 Penalty: 2679.066650
	Iteration 70Q: 3 clusters Score -347788 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -347806.031250 Penalty: 2679.066650
	Iteration 71Q: 3 clusters Score -347806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -347828.093750 Penalty: 2679.066650
	Iteration 72Q: 3 clusters Score -347828.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -347844.218750 Penalty: 2679.066650
	Iteration 73Q: 3 clusters Score -347844.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -347860.156250 Penalty: 2679.066650
	Iteration 74Q: 3 clusters Score -347860.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -347876.312500 Penalty: 2679.066650
	Iteration 75Q: 3 clusters Score -347876.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -347893.156250 Penalty: 2679.066650
	Iteration 76Q: 3 clusters Score -347893.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -347905.187500 Penalty: 2679.066650
	Iteration 77Q: 3 clusters Score -347905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -347917.968750 Penalty: 2679.066650
	Iteration 78Q: 3 clusters Score -347918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -347940.937500 Penalty: 2679.066650
	Iteration 79Q: 3 clusters Score -347940.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -347961.625000 Penalty: 2679.066650
	Iteration 80F: 3 clusters Score -347961.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -347974.531250 Penalty: 2679.066650
	Iteration 81Q: 3 clusters Score -347974.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -347996.343750 Penalty: 2679.066650
	Iteration 82Q: 3 clusters Score -347996.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -348014.281250 Penalty: 2679.066650
	Iteration 83Q: 3 clusters Score -348014.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -348026.312500 Penalty: 2679.066650
	Iteration 84Q: 3 clusters Score -348026.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -348037.968750 Penalty: 2679.066650
	Iteration 85Q: 3 clusters Score -348038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -348049.093750 Penalty: 2679.066650
	Iteration 86Q: 3 clusters Score -348049.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -348063.312500 Penalty: 2679.066650
	Iteration 87Q: 3 clusters Score -348063.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -348075.906250 Penalty: 2679.066650
	Iteration 88Q: 3 clusters Score -348075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -348080.875000 Penalty: 2679.066650
	Iteration 89Q: 3 clusters Score -348080.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -348088.312500 Penalty: 2679.066650
	Iteration 90Q: 3 clusters Score -348088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -348094.937500 Penalty: 2679.066650
	Iteration 91Q: 3 clusters Score -348094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -348102.468750 Penalty: 2679.066650
	Iteration 92Q: 3 clusters Score -348102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -348107.875000 Penalty: 2679.066650
	Iteration 93Q: 3 clusters Score -348107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -348112.375000 Penalty: 2679.066650
	Iteration 94Q: 3 clusters Score -348112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -348114.218750 Penalty: 2679.066650
	Iteration 95Q: 3 clusters Score -348114.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -348114.625000 Penalty: 2679.066650
	Iteration 96Q: 3 clusters Score -348114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -348115.562500 Penalty: 2679.066650
	Iteration 97Q: 3 clusters Score -348115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -348116.656250 Penalty: 2679.066650
	Iteration 98Q: 3 clusters Score -348116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -348118.812500 Penalty: 2679.066650
	Iteration 99Q: 3 clusters Score -348118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -348120.281250 Penalty: 2679.066650
	Iteration 100F: 3 clusters Score -348120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -348121.875000 Penalty: 2679.066650
	Iteration 101Q: 3 clusters Score -348121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -348122.781250 Penalty: 2679.066650
	Iteration 102Q: 3 clusters Score -348122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -348122.781250 Penalty: 2679.066650
	Iteration 103F: 3 clusters Score -348122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -357041.687500 Penalty: 1345.656738
	Iteration 0F: 2 clusters Score -357041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -353721.875000 Penalty: 2691.313477
	Iteration 0F: 3 clusters Score -353721.9 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -354570.156250 Penalty: 2691.313477
	Iteration 1F: 3 clusters Score -354570.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -354725.625000 Penalty: 2691.313477
	Iteration 2F: 3 clusters Score -354725.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -354821.875000 Penalty: 2691.313477
	Iteration 3Q: 3 clusters Score -354821.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -354883.218750 Penalty: 2691.313477
	Iteration 4Q: 3 clusters Score -354883.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -354927.656250 Penalty: 2691.313477
	Iteration 5Q: 3 clusters Score -354927.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -354977.562500 Penalty: 2691.313477
	Iteration 6Q: 3 clusters Score -354977.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -355018.750000 Penalty: 2691.313477
	Iteration 7Q: 3 clusters Score -355018.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -355054.656250 Penalty: 2691.313477
	Iteration 8Q: 3 clusters Score -355054.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -355082.687500 Penalty: 2691.313477
	Iteration 9Q: 3 clusters Score -355082.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -355113.562500 Penalty: 2691.313477
	Iteration 10Q: 3 clusters Score -355113.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -355145.250000 Penalty: 2691.313477
	Iteration 11Q: 3 clusters Score -355145.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -355170.843750 Penalty: 2691.313477
	Iteration 12Q: 3 clusters Score -355170.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -355193.968750 Penalty: 2691.313477
	Iteration 13Q: 3 clusters Score -355194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -355218.781250 Penalty: 2691.313477
	Iteration 14Q: 3 clusters Score -355218.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -355243.687500 Penalty: 2691.313477
	Iteration 15Q: 3 clusters Score -355243.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -355269.562500 Penalty: 2691.313477
	Iteration 16Q: 3 clusters Score -355269.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -355302.250000 Penalty: 2691.313477
	Iteration 17Q: 3 clusters Score -355302.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -355332.125000 Penalty: 2691.313477
	Iteration 18Q: 3 clusters Score -355332.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -355372.437500 Penalty: 2691.313477
	Iteration 19Q: 3 clusters Score -355372.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -355414.562500 Penalty: 2691.313477
	Iteration 20F: 3 clusters Score -355414.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -355459.656250 Penalty: 2691.313477
	Iteration 21Q: 3 clusters Score -355459.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -355504.312500 Penalty: 2691.313477
	Iteration 22Q: 3 clusters Score -355504.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -355540.218750 Penalty: 2691.313477
	Iteration 23Q: 3 clusters Score -355540.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -355579.312500 Penalty: 2691.313477
	Iteration 24Q: 3 clusters Score -355579.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -355617.750000 Penalty: 2691.313477
	Iteration 25Q: 3 clusters Score -355617.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -355652.593750 Penalty: 2691.313477
	Iteration 26Q: 3 clusters Score -355652.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355685.531250 Penalty: 2691.313477
	Iteration 27Q: 3 clusters Score -355685.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -355713.906250 Penalty: 2691.313477
	Iteration 28Q: 3 clusters Score -355713.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -355740.781250 Penalty: 2691.313477
	Iteration 29Q: 3 clusters Score -355740.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -355765.218750 Penalty: 2691.313477
	Iteration 30Q: 3 clusters Score -355765.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -355788.218750 Penalty: 2691.313477
	Iteration 31Q: 3 clusters Score -355788.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -355810.656250 Penalty: 2691.313477
	Iteration 32Q: 3 clusters Score -355810.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -355828.875000 Penalty: 2691.313477
	Iteration 33Q: 3 clusters Score -355828.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -355845.125000 Penalty: 2691.313477
	Iteration 34Q: 3 clusters Score -355845.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -355852.281250 Penalty: 2691.313477
	Iteration 35Q: 3 clusters Score -355852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -355856.468750 Penalty: 2691.313477
	Iteration 36Q: 3 clusters Score -355856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -355859.625000 Penalty: 2691.313477
	Iteration 37Q: 3 clusters Score -355859.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -355865.718750 Penalty: 2691.313477
	Iteration 38Q: 3 clusters Score -355865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -355871.218750 Penalty: 2691.313477
	Iteration 39Q: 3 clusters Score -355871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -355874.281250 Penalty: 2691.313477
	Iteration 40F: 3 clusters Score -355874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -355877.375000 Penalty: 2691.313477
	Iteration 41Q: 3 clusters Score -355877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -355883.281250 Penalty: 2691.313477
	Iteration 42Q: 3 clusters Score -355883.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -355891.906250 Penalty: 2691.313477
	Iteration 43Q: 3 clusters Score -355891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -355896.031250 Penalty: 2691.313477
	Iteration 44Q: 3 clusters Score -355896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -355901.843750 Penalty: 2691.313477
	Iteration 45Q: 3 clusters Score -355901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -355905.968750 Penalty: 2691.313477
	Iteration 46Q: 3 clusters Score -355906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -355909.812500 Penalty: 2691.313477
	Iteration 47Q: 3 clusters Score -355909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -355918.406250 Penalty: 2691.313477
	Iteration 48Q: 3 clusters Score -355918.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -355925.250000 Penalty: 2691.313477
	Iteration 49Q: 3 clusters Score -355925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -355936.531250 Penalty: 2691.313477
	Iteration 50Q: 3 clusters Score -355936.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -355946.437500 Penalty: 2691.313477
	Iteration 51Q: 3 clusters Score -355946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -355954.093750 Penalty: 2691.313477
	Iteration 52Q: 3 clusters Score -355954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -355960.531250 Penalty: 2691.313477
	Iteration 53Q: 3 clusters Score -355960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -355961.281250 Penalty: 2691.313477
	Iteration 54Q: 3 clusters Score -355961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -355961.281250 Penalty: 2691.313477
	Iteration 55F: 3 clusters Score -355961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -107029.335938 Penalty: 1156.940796
	Iteration 0F: 2 clusters Score -107029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105428.187500 Penalty: 2313.881592
	Iteration 0F: 3 clusters Score -105428.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -105724.398438 Penalty: 2313.881592
	Iteration 1F: 3 clusters Score -105724.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105807.687500 Penalty: 2313.881592
	Iteration 2F: 3 clusters Score -105807.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105856.898438 Penalty: 2313.881592
	Iteration 3Q: 3 clusters Score -105856.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105884.257812 Penalty: 2313.881592
	Iteration 4Q: 3 clusters Score -105884.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105900.742188 Penalty: 2313.881592
	Iteration 5Q: 3 clusters Score -105900.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105908.312500 Penalty: 2313.881592
	Iteration 6Q: 3 clusters Score -105908.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -105919.484375 Penalty: 2313.881592
	Iteration 7Q: 3 clusters Score -105919.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105929.062500 Penalty: 2313.881592
	Iteration 8Q: 3 clusters Score -105929.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105933.312500 Penalty: 2313.881592
	Iteration 9Q: 3 clusters Score -105933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -105935.695312 Penalty: 2313.881592
	Iteration 10Q: 3 clusters Score -105935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105936.703125 Penalty: 2313.881592
	Iteration 11Q: 3 clusters Score -105936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105936.703125 Penalty: 2313.881592
	Iteration 12F: 3 clusters Score -105936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Entering Unmasked Estep 
Score: -1543166.375000 Penalty: 1584.467529
	Iteration 0F: 2 clusters Score -1543166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1531332.875000 Penalty: 3168.935059
	Iteration 0F: 3 clusters Score -1531333 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1535404.000000 Penalty: 3168.935059
	Iteration 1F: 3 clusters Score -1535404 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1535800.125000 Penalty: 3168.935059
	Iteration 2F: 3 clusters Score -1535800 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1536272.375000 Penalty: 3168.935059
	Iteration 3F: 3 clusters Score -1536272 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1536883.125000 Penalty: 3168.935059
	Iteration 4F: 3 clusters Score -1536883 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1537584.500000 Penalty: 3168.935059
	Iteration 5F: 3 clusters Score -1537584 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1538362.250000 Penalty: 3168.935059
	Iteration 6F: 3 clusters Score -1538362 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1539099.625000 Penalty: 3168.935059
	Iteration 7F: 3 clusters Score -1539100 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1539709.500000 Penalty: 3168.935059
	Iteration 8F: 3 clusters Score -1539710 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1540079.375000 Penalty: 3168.935059
	Iteration 9Q: 3 clusters Score -1540079 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1540267.250000 Penalty: 3168.935059
	Iteration 10Q: 3 clusters Score -1540267 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1540378.125000 Penalty: 3168.935059
	Iteration 11Q: 3 clusters Score -1540378 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1540465.500000 Penalty: 3168.935059
	Iteration 12Q: 3 clusters Score -1540466 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1540528.500000 Penalty: 3168.935059
	Iteration 13Q: 3 clusters Score -1540528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1540583.375000 Penalty: 3168.935059
	Iteration 14Q: 3 clusters Score -1540583 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1540617.750000 Penalty: 3168.935059
	Iteration 15Q: 3 clusters Score -1540618 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1540654.500000 Penalty: 3168.935059
	Iteration 16Q: 3 clusters Score -1540654 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1540690.000000 Penalty: 3168.935059
	Iteration 17Q: 3 clusters Score -1540690 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1540735.250000 Penalty: 3168.935059
	Iteration 18Q: 3 clusters Score -1540735 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1540768.500000 Penalty: 3168.935059
	Iteration 19Q: 3 clusters Score -1540768 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1540814.125000 Penalty: 3168.935059
	Iteration 20F: 3 clusters Score -1540814 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1540842.500000 Penalty: 3168.935059
	Iteration 21Q: 3 clusters Score -1540842 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1540875.625000 Penalty: 3168.935059
	Iteration 22Q: 3 clusters Score -1540876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1540906.625000 Penalty: 3168.935059
	Iteration 23Q: 3 clusters Score -1540907 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1540943.375000 Penalty: 3168.935059
	Iteration 24Q: 3 clusters Score -1540943 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1540964.625000 Penalty: 3168.935059
	Iteration 25Q: 3 clusters Score -1540965 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1540991.250000 Penalty: 3168.935059
	Iteration 26Q: 3 clusters Score -1540991 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1541014.625000 Penalty: 3168.935059
	Iteration 27Q: 3 clusters Score -1541015 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1541041.750000 Penalty: 3168.935059
	Iteration 28Q: 3 clusters Score -1541042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1541068.375000 Penalty: 3168.935059
	Iteration 29Q: 3 clusters Score -1541068 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1541100.125000 Penalty: 3168.935059
	Iteration 30Q: 3 clusters Score -1541100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1541129.500000 Penalty: 3168.935059
	Iteration 31Q: 3 clusters Score -1541130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1541157.875000 Penalty: 3168.935059
	Iteration 32Q: 3 clusters Score -1541158 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1541175.875000 Penalty: 3168.935059
	Iteration 33Q: 3 clusters Score -1541176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1541201.750000 Penalty: 3168.935059
	Iteration 34Q: 3 clusters Score -1541202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1541230.375000 Penalty: 3168.935059
	Iteration 35Q: 3 clusters Score -1541230 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1541256.875000 Penalty: 3168.935059
	Iteration 36Q: 3 clusters Score -1541257 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1541286.000000 Penalty: 3168.935059
	Iteration 37Q: 3 clusters Score -1541286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1541318.250000 Penalty: 3168.935059
	Iteration 38Q: 3 clusters Score -1541318 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1541352.625000 Penalty: 3168.935059
	Iteration 39Q: 3 clusters Score -1541353 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1541397.125000 Penalty: 3168.935059
	Iteration 40F: 3 clusters Score -1541397 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1541442.375000 Penalty: 3168.935059
	Iteration 41Q: 3 clusters Score -1541442 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1541493.625000 Penalty: 3168.935059
	Iteration 42Q: 3 clusters Score -1541494 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1541548.000000 Penalty: 3168.935059
	Iteration 43Q: 3 clusters Score -1541548 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1541608.000000 Penalty: 3168.935059
	Iteration 44Q: 3 clusters Score -1541608 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1541658.125000 Penalty: 3168.935059
	Iteration 45Q: 3 clusters Score -1541658 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1541707.125000 Penalty: 3168.935059
	Iteration 46Q: 3 clusters Score -1541707 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1541762.500000 Penalty: 3168.935059
	Iteration 47Q: 3 clusters Score -1541762 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1541802.750000 Penalty: 3168.935059
	Iteration 48Q: 3 clusters Score -1541803 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1541845.625000 Penalty: 3168.935059
	Iteration 49Q: 3 clusters Score -1541846 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1541878.875000 Penalty: 3168.935059
	Iteration 50Q: 3 clusters Score -1541879 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1541920.125000 Penalty: 3168.935059
	Iteration 51Q: 3 clusters Score -1541920 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1541955.125000 Penalty: 3168.935059
	Iteration 52Q: 3 clusters Score -1541955 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1541982.000000 Penalty: 3168.935059
	Iteration 53Q: 3 clusters Score -1541982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1542011.125000 Penalty: 3168.935059
	Iteration 54Q: 3 clusters Score -1542011 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1542027.875000 Penalty: 3168.935059
	Iteration 55Q: 3 clusters Score -1542028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1542048.250000 Penalty: 3168.935059
	Iteration 56Q: 3 clusters Score -1542048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1542067.875000 Penalty: 3168.935059
	Iteration 57Q: 3 clusters Score -1542068 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1542085.875000 Penalty: 3168.935059
	Iteration 58Q: 3 clusters Score -1542086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1542098.625000 Penalty: 3168.935059
	Iteration 59Q: 3 clusters Score -1542099 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1542122.875000 Penalty: 3168.935059
	Iteration 60F: 3 clusters Score -1542123 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1542139.750000 Penalty: 3168.935059
	Iteration 61Q: 3 clusters Score -1542140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1542170.125000 Penalty: 3168.935059
	Iteration 62Q: 3 clusters Score -1542170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1542195.625000 Penalty: 3168.935059
	Iteration 63Q: 3 clusters Score -1542196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1542220.375000 Penalty: 3168.935059
	Iteration 64Q: 3 clusters Score -1542220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1542243.500000 Penalty: 3168.935059
	Iteration 65Q: 3 clusters Score -1542244 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1542262.750000 Penalty: 3168.935059
	Iteration 66Q: 3 clusters Score -1542263 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1542287.375000 Penalty: 3168.935059
	Iteration 67Q: 3 clusters Score -1542287 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1542329.000000 Penalty: 3168.935059
	Iteration 68Q: 3 clusters Score -1542329 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1542358.500000 Penalty: 3168.935059
	Iteration 69Q: 3 clusters Score -1542358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1542382.250000 Penalty: 3168.935059
	Iteration 70Q: 3 clusters Score -1542382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1542396.125000 Penalty: 3168.935059
	Iteration 71Q: 3 clusters Score -1542396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1542423.625000 Penalty: 3168.935059
	Iteration 72Q: 3 clusters Score -1542424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1542448.000000 Penalty: 3168.935059
	Iteration 73Q: 3 clusters Score -1542448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1542474.625000 Penalty: 3168.935059
	Iteration 74Q: 3 clusters Score -1542475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1542512.375000 Penalty: 3168.935059
	Iteration 75Q: 3 clusters Score -1542512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1542537.125000 Penalty: 3168.935059
	Iteration 76Q: 3 clusters Score -1542537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1542550.125000 Penalty: 3168.935059
	Iteration 77Q: 3 clusters Score -1542550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1542564.375000 Penalty: 3168.935059
	Iteration 78Q: 3 clusters Score -1542564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1542575.500000 Penalty: 3168.935059
	Iteration 79Q: 3 clusters Score -1542576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1542585.000000 Penalty: 3168.935059
	Iteration 80F: 3 clusters Score -1542585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1542593.125000 Penalty: 3168.935059
	Iteration 81Q: 3 clusters Score -1542593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1542601.500000 Penalty: 3168.935059
	Iteration 82Q: 3 clusters Score -1542602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1542614.625000 Penalty: 3168.935059
	Iteration 83Q: 3 clusters Score -1542615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1542626.125000 Penalty: 3168.935059
	Iteration 84Q: 3 clusters Score -1542626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1542639.750000 Penalty: 3168.935059
	Iteration 85Q: 3 clusters Score -1542640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1542651.750000 Penalty: 3168.935059
	Iteration 86Q: 3 clusters Score -1542652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1542656.125000 Penalty: 3168.935059
	Iteration 87Q: 3 clusters Score -1542656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1542658.375000 Penalty: 3168.935059
	Iteration 88Q: 3 clusters Score -1542658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1542656.875000 Penalty: 3168.935059
	Iteration 89Q: 3 clusters Score -1542657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1542657.875000 Penalty: 3168.935059
	Iteration 90Q: 3 clusters Score -1542658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1542662.625000 Penalty: 3168.935059
	Iteration 91Q: 3 clusters Score -1542663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1542662.625000 Penalty: 3168.935059
	Iteration 92Q: 3 clusters Score -1542663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1542661.500000 Penalty: 3168.935059
	Iteration 93Q: 3 clusters Score -1542662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1542663.750000 Penalty: 3168.935059
	Iteration 94Q: 3 clusters Score -1542664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1542667.625000 Penalty: 3168.935059
	Iteration 95Q: 3 clusters Score -1542668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1542668.750000 Penalty: 3168.935059
	Iteration 96Q: 3 clusters Score -1542669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1542667.625000 Penalty: 3168.935059
	Iteration 97Q: 3 clusters Score -1542668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1542667.375000 Penalty: 3168.935059
	Iteration 98Q: 3 clusters Score -1542667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1542670.500000 Penalty: 3168.935059
	Iteration 99Q: 3 clusters Score -1542670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1542669.375000 Penalty: 3168.935059
	Iteration 100F: 3 clusters Score -1542669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1542669.500000 Penalty: 3168.935059
	Iteration 101Q: 3 clusters Score -1542670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1542669.500000 Penalty: 3168.935059
	Iteration 102F: 3 clusters Score -1542670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -370150.781250 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -370150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -366691.250000 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -366691.2 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -367567.937500 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -367567.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -367722.718750 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -367722.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -367825.562500 Penalty: 2710.337646
	Iteration 3Q: 3 clusters Score -367825.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -367893.406250 Penalty: 2710.337646
	Iteration 4Q: 3 clusters Score -367893.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -367948.812500 Penalty: 2710.337646
	Iteration 5Q: 3 clusters Score -367948.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -367988.500000 Penalty: 2710.337646
	Iteration 6Q: 3 clusters Score -367988.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -368019.187500 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -368019.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -368048.812500 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -368048.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -368079.218750 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -368079.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -368116.093750 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -368116.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -368149.375000 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -368149.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -368179.031250 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -368179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -368202.843750 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -368202.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -368226.093750 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -368226.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -368257.656250 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -368257.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -368287.781250 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -368287.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -368326.531250 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -368326.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -368358.875000 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -368358.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -368413.218750 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -368413.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -368477.968750 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -368478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -368575.625000 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -368575.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -368662.500000 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -368662.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -368764.843750 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -368764.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -368852.000000 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -368852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -368909.687500 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -368909.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -368947.843750 Penalty: 2710.337646
	Iteration 26Q: 3 clusters Score -368947.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -368979.031250 Penalty: 2710.337646
	Iteration 27Q: 3 clusters Score -368979 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -369002.656250 Penalty: 2710.337646
	Iteration 28Q: 3 clusters Score -369002.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -369019.125000 Penalty: 2710.337646
	Iteration 29Q: 3 clusters Score -369019.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -369034.125000 Penalty: 2710.337646
	Iteration 30Q: 3 clusters Score -369034.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -369045.906250 Penalty: 2710.337646
	Iteration 31Q: 3 clusters Score -369045.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -369062.843750 Penalty: 2710.337646
	Iteration 32Q: 3 clusters Score -369062.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -369082.218750 Penalty: 2710.337646
	Iteration 33Q: 3 clusters Score -369082.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -369103.656250 Penalty: 2710.337646
	Iteration 34Q: 3 clusters Score -369103.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -369125.625000 Penalty: 2710.337646
	Iteration 35Q: 3 clusters Score -369125.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -369146.937500 Penalty: 2710.337646
	Iteration 36Q: 3 clusters Score -369146.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -369171.531250 Penalty: 2710.337646
	Iteration 37Q: 3 clusters Score -369171.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -369198.750000 Penalty: 2710.337646
	Iteration 38Q: 3 clusters Score -369198.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -369215.687500 Penalty: 2710.337646
	Iteration 39Q: 3 clusters Score -369215.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -369229.343750 Penalty: 2710.337646
	Iteration 40F: 3 clusters Score -369229.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -369236.562500 Penalty: 2710.337646
	Iteration 41Q: 3 clusters Score -369236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -369239.781250 Penalty: 2710.337646
	Iteration 42Q: 3 clusters Score -369239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -369244.656250 Penalty: 2710.337646
	Iteration 43Q: 3 clusters Score -369244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -369245.062500 Penalty: 2710.337646
	Iteration 44Q: 3 clusters Score -369245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -369245.875000 Penalty: 2710.337646
	Iteration 45Q: 3 clusters Score -369245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -369247.906250 Penalty: 2710.337646
	Iteration 46Q: 3 clusters Score -369247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -369248.718750 Penalty: 2710.337646
	Iteration 47Q: 3 clusters Score -369248.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369249.218750 Penalty: 2710.337646
	Iteration 48Q: 3 clusters Score -369249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369249.468750 Penalty: 2710.337646
	Iteration 49Q: 3 clusters Score -369249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -369250.343750 Penalty: 2710.337646
	Iteration 50Q: 3 clusters Score -369250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -369250.593750 Penalty: 2710.337646
	Iteration 51Q: 3 clusters Score -369250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -369251.375000 Penalty: 2710.337646
	Iteration 52Q: 3 clusters Score -369251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -369251.218750 Penalty: 2710.337646
	Iteration 53Q: 3 clusters Score -369251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369252.375000 Penalty: 2710.337646
	Iteration 54Q: 3 clusters Score -369252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -369253.156250 Penalty: 2710.337646
	Iteration 55Q: 3 clusters Score -369253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -369252.875000 Penalty: 2710.337646
	Iteration 56Q: 3 clusters Score -369252.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -369254.531250 Penalty: 2710.337646
	Iteration 57Q: 3 clusters Score -369254.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369254.125000 Penalty: 2710.337646
	Iteration 58Q: 3 clusters Score -369254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -369254.125000 Penalty: 2710.337646
	Iteration 59F: 3 clusters Score -369254.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -398850.531250 Penalty: 1362.493530
	Iteration 0F: 2 clusters Score -398850.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -395258.468750 Penalty: 2724.987061
	Iteration 0F: 3 clusters Score -395258.5 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -396228.343750 Penalty: 2724.987061
	Iteration 1F: 3 clusters Score -396228.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -396416.937500 Penalty: 2724.987061
	Iteration 2F: 3 clusters Score -396416.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -396528.093750 Penalty: 2724.987061
	Iteration 3F: 3 clusters Score -396528.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -396608.750000 Penalty: 2724.987061
	Iteration 4Q: 3 clusters Score -396608.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -396666.531250 Penalty: 2724.987061
	Iteration 5Q: 3 clusters Score -396666.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -396714.656250 Penalty: 2724.987061
	Iteration 6Q: 3 clusters Score -396714.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -396742.531250 Penalty: 2724.987061
	Iteration 7Q: 3 clusters Score -396742.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -396766.500000 Penalty: 2724.987061
	Iteration 8Q: 3 clusters Score -396766.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -396786.875000 Penalty: 2724.987061
	Iteration 9Q: 3 clusters Score -396786.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -396807.406250 Penalty: 2724.987061
	Iteration 10Q: 3 clusters Score -396807.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -396822.656250 Penalty: 2724.987061
	Iteration 11Q: 3 clusters Score -396822.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -396836.093750 Penalty: 2724.987061
	Iteration 12Q: 3 clusters Score -396836.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -396850.406250 Penalty: 2724.987061
	Iteration 13Q: 3 clusters Score -396850.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -396864.375000 Penalty: 2724.987061
	Iteration 14Q: 3 clusters Score -396864.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -396880.125000 Penalty: 2724.987061
	Iteration 15Q: 3 clusters Score -396880.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -396891.468750 Penalty: 2724.987061
	Iteration 16Q: 3 clusters Score -396891.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -396906.312500 Penalty: 2724.987061
	Iteration 17Q: 3 clusters Score -396906.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -396917.406250 Penalty: 2724.987061
	Iteration 18Q: 3 clusters Score -396917.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396929.812500 Penalty: 2724.987061
	Iteration 19Q: 3 clusters Score -396929.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -396942.687500 Penalty: 2724.987061
	Iteration 20F: 3 clusters Score -396942.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -396958.093750 Penalty: 2724.987061
	Iteration 21Q: 3 clusters Score -396958.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -396983.406250 Penalty: 2724.987061
	Iteration 22Q: 3 clusters Score -396983.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -397006.187500 Penalty: 2724.987061
	Iteration 23Q: 3 clusters Score -397006.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -397027.656250 Penalty: 2724.987061
	Iteration 24Q: 3 clusters Score -397027.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -397056.531250 Penalty: 2724.987061
	Iteration 25Q: 3 clusters Score -397056.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -397091.375000 Penalty: 2724.987061
	Iteration 26Q: 3 clusters Score -397091.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -397136.843750 Penalty: 2724.987061
	Iteration 27Q: 3 clusters Score -397136.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -397179.093750 Penalty: 2724.987061
	Iteration 28Q: 3 clusters Score -397179.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -397217.531250 Penalty: 2724.987061
	Iteration 29Q: 3 clusters Score -397217.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -397251.093750 Penalty: 2724.987061
	Iteration 30Q: 3 clusters Score -397251.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -397278.062500 Penalty: 2724.987061
	Iteration 31Q: 3 clusters Score -397278.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -397303.406250 Penalty: 2724.987061
	Iteration 32Q: 3 clusters Score -397303.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -397329.031250 Penalty: 2724.987061
	Iteration 33Q: 3 clusters Score -397329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -397342.843750 Penalty: 2724.987061
	Iteration 34Q: 3 clusters Score -397342.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -397355.093750 Penalty: 2724.987061
	Iteration 35Q: 3 clusters Score -397355.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -397371.218750 Penalty: 2724.987061
	Iteration 36Q: 3 clusters Score -397371.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -397386.500000 Penalty: 2724.987061
	Iteration 37Q: 3 clusters Score -397386.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -397408.687500 Penalty: 2724.987061
	Iteration 38Q: 3 clusters Score -397408.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -397429.218750 Penalty: 2724.987061
	Iteration 39Q: 3 clusters Score -397429.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -397452.375000 Penalty: 2724.987061
	Iteration 40F: 3 clusters Score -397452.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -397472.937500 Penalty: 2724.987061
	Iteration 41Q: 3 clusters Score -397472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -397487.500000 Penalty: 2724.987061
	Iteration 42Q: 3 clusters Score -397487.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -397501.812500 Penalty: 2724.987061
	Iteration 43Q: 3 clusters Score -397501.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -397516.031250 Penalty: 2724.987061
	Iteration 44Q: 3 clusters Score -397516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -397530.093750 Penalty: 2724.987061
	Iteration 45Q: 3 clusters Score -397530.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -397538.437500 Penalty: 2724.987061
	Iteration 46Q: 3 clusters Score -397538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -397548.437500 Penalty: 2724.987061
	Iteration 47Q: 3 clusters Score -397548.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -397555.500000 Penalty: 2724.987061
	Iteration 48Q: 3 clusters Score -397555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -397560.312500 Penalty: 2724.987061
	Iteration 49Q: 3 clusters Score -397560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -397563.250000 Penalty: 2724.987061
	Iteration 50Q: 3 clusters Score -397563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -397564.125000 Penalty: 2724.987061
	Iteration 51Q: 3 clusters Score -397564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -397566.343750 Penalty: 2724.987061
	Iteration 52Q: 3 clusters Score -397566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -397568.968750 Penalty: 2724.987061
	Iteration 53Q: 3 clusters Score -397569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -397572.062500 Penalty: 2724.987061
	Iteration 54Q: 3 clusters Score -397572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -397576.062500 Penalty: 2724.987061
	Iteration 55Q: 3 clusters Score -397576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -397579.625000 Penalty: 2724.987061
	Iteration 56Q: 3 clusters Score -397579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -397581.968750 Penalty: 2724.987061
	Iteration 57Q: 3 clusters Score -397582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -397586.156250 Penalty: 2724.987061
	Iteration 58Q: 3 clusters Score -397586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -397588.875000 Penalty: 2724.987061
	Iteration 59Q: 3 clusters Score -397588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -397590.312500 Penalty: 2724.987061
	Iteration 60F: 3 clusters Score -397590.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -397595.375000 Penalty: 2724.987061
	Iteration 61Q: 3 clusters Score -397595.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -397598.812500 Penalty: 2724.987061
	Iteration 62Q: 3 clusters Score -397598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -397600.781250 Penalty: 2724.987061
	Iteration 63Q: 3 clusters Score -397600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -397602.250000 Penalty: 2724.987061
	Iteration 64Q: 3 clusters Score -397602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -397603.843750 Penalty: 2724.987061
	Iteration 65Q: 3 clusters Score -397603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -397604.593750 Penalty: 2724.987061
	Iteration 66Q: 3 clusters Score -397604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -397606.281250 Penalty: 2724.987061
	Iteration 67Q: 3 clusters Score -397606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -397607.468750 Penalty: 2724.987061
	Iteration 68Q: 3 clusters Score -397607.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -397608.937500 Penalty: 2724.987061
	Iteration 69Q: 3 clusters Score -397608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -397608.968750 Penalty: 2724.987061
	Iteration 70Q: 3 clusters Score -397609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -397608.968750 Penalty: 2724.987061
	Iteration 71F: 3 clusters Score -397609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -578501.687500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -578501.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -573608.812500 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -573608.8 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -575061.937500 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -575061.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -575256.687500 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -575256.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -575382.937500 Penalty: 2848.773926
	Iteration 3Q: 3 clusters Score -575382.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -575484.875000 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -575484.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -575590.187500 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -575590.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -575710.812500 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -575710.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -575833.875000 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -575833.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -575991.250000 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -575991.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -576187.562500 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -576187.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -576391.812500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -576391.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -576603.312500 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -576603.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -576802.187500 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -576802.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -576953.312500 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -576953.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -577080.000000 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -577080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -577154.187500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -577154.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -577200.437500 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -577200.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -577239.812500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -577239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -577266.500000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -577266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -577274.437500 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -577274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -577282.500000 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -577282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -577293.937500 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -577293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -577299.562500 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -577299.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -577300.812500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -577300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -577300.812500 Penalty: 2848.773926
	Iteration 24F: 3 clusters Score -577300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -125166.281250 Penalty: 1174.731079
	Iteration 0F: 2 clusters Score -125166.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -123510.500000 Penalty: 2349.462158
	Iteration 0F: 3 clusters Score -123510.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -123845.968750 Penalty: 2349.462158
	Iteration 1F: 3 clusters Score -123846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -123917.984375 Penalty: 2349.462158
	Iteration 2F: 3 clusters Score -123918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -123952.984375 Penalty: 2349.462158
	Iteration 3Q: 3 clusters Score -123953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -123966.890625 Penalty: 2349.462158
	Iteration 4Q: 3 clusters Score -123966.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -123972.703125 Penalty: 2349.462158
	Iteration 5Q: 3 clusters Score -123972.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -123976.140625 Penalty: 2349.462158
	Iteration 6Q: 3 clusters Score -123976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -123979.000000 Penalty: 2349.462158
	Iteration 7Q: 3 clusters Score -123979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -123981.382812 Penalty: 2349.462158
	Iteration 8Q: 3 clusters Score -123981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -123983.890625 Penalty: 2349.462158
	Iteration 9Q: 3 clusters Score -123983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123987.046875 Penalty: 2349.462158
	Iteration 10Q: 3 clusters Score -123987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -123987.750000 Penalty: 2349.462158
	Iteration 11Q: 3 clusters Score -123987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123988.039062 Penalty: 2349.462158
	Iteration 12Q: 3 clusters Score -123988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123988.039062 Penalty: 2349.462158
	Iteration 13F: 3 clusters Score -123988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7890 members 
Mstep: Class 3 contains 18038 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 134440 members 
Mstep: Class 8 contains 285887 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 14 contains 19511 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 3948 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4379 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686180.000000 Penalty: 42806.605469
Iteration 79Q: 21 clusters Score -4.568618e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7888 members 
Mstep: Class 3 contains 18070 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 134444 members 
Mstep: Class 8 contains 285864 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 19488 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 3963 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 4382 members 
Mstep: Class 21 contains 6402 members 
Mstep: Class 22 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686156.000000 Penalty: 42806.605469
Iteration 80F: 21 clusters Score -4.568616e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7888 members 
Mstep: Class 3 contains 18110 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 1569 members 
Mstep: Class 7 contains 134446 members 
Mstep: Class 8 contains 285853 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 19464 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 3979 members 
Mstep: Class 17 contains 1217 members 
Mstep: Class 18 contains 17172 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 4385 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686144.000000 Penalty: 42806.605469
Iteration 81Q: 21 clusters Score -4.568614e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7888 members 
Mstep: Class 3 contains 18143 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 134446 members 
Mstep: Class 8 contains 285846 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 19437 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 1211 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 4388 members 
Mstep: Class 21 contains 6392 members 
Mstep: Class 22 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686112.000000 Penalty: 42806.605469
Iteration 82Q: 21 clusters Score -4.568611e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7885 members 
Mstep: Class 3 contains 18181 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 1580 members 
Mstep: Class 7 contains 134447 members 
Mstep: Class 8 contains 285837 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 19415 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 4012 members 
Mstep: Class 17 contains 1202 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686168.000000 Penalty: 42806.605469
Iteration 83Q: 21 clusters Score -4.568617e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7880 members 
Mstep: Class 3 contains 18217 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 134459 members 
Mstep: Class 8 contains 285831 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 19382 members 
Mstep: Class 15 contains 3772 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 18 contains 17161 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 21 contains 6382 members 
Mstep: Class 22 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686252.000000 Penalty: 42806.605469
Iteration 84Q: 21 clusters Score -4.568625e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7873 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 134492 members 
Mstep: Class 8 contains 285817 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 19354 members 
Mstep: Class 15 contains 3768 members 
Mstep: Class 16 contains 4041 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 17158 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 4396 members 
Mstep: Class 21 contains 6381 members 
Mstep: Class 22 contains 1368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686264.000000 Penalty: 42806.605469
Iteration 85Q: 21 clusters Score -4.568626e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 18261 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 134513 members 
Mstep: Class 8 contains 285804 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 19336 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 4053 members 
Mstep: Class 17 contains 1181 members 
Mstep: Class 18 contains 17161 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4394 members 
Mstep: Class 21 contains 6375 members 
Mstep: Class 22 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686276.000000 Penalty: 42806.605469
Iteration 86Q: 21 clusters Score -4.568628e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7865 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2304 members 
Mstep: Class 6 contains 1583 members 
Mstep: Class 7 contains 134541 members 
Mstep: Class 8 contains 285789 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 14 contains 19320 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 17160 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 6370 members 
Mstep: Class 22 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686308.000000 Penalty: 42806.605469
Iteration 87Q: 21 clusters Score -4.568631e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7857 members 
Mstep: Class 3 contains 18300 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 134566 members 
Mstep: Class 8 contains 285777 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 14 contains 19300 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 1166 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 6364 members 
Mstep: Class 22 contains 1360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686364.000000 Penalty: 42806.605469
Iteration 88Q: 21 clusters Score -4.568636e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7852 members 
Mstep: Class 3 contains 18322 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2295 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 134580 members 
Mstep: Class 8 contains 285770 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 14 contains 19277 members 
Mstep: Class 15 contains 3761 members 
Mstep: Class 16 contains 4088 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 4390 members 
Mstep: Class 21 contains 6358 members 
Mstep: Class 22 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686344.000000 Penalty: 42806.605469
Iteration 89Q: 21 clusters Score -4.568634e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7849 members 
Mstep: Class 3 contains 18340 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 134606 members 
Mstep: Class 8 contains 285760 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19251 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4100 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 4386 members 
Mstep: Class 21 contains 6357 members 
Mstep: Class 22 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686284.000000 Penalty: 42806.605469
Iteration 90Q: 21 clusters Score -4.568628e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7849 members 
Mstep: Class 3 contains 18357 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 134636 members 
Mstep: Class 8 contains 285736 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19232 members 
Mstep: Class 15 contains 3759 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 4381 members 
Mstep: Class 21 contains 6356 members 
Mstep: Class 22 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686324.000000 Penalty: 42806.605469
Iteration 91Q: 21 clusters Score -4.568632e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7846 members 
Mstep: Class 3 contains 18368 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2283 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 134681 members 
Mstep: Class 8 contains 285715 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19217 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4137 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4376 members 
Mstep: Class 21 contains 6351 members 
Mstep: Class 22 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686304.000000 Penalty: 42806.605469
Iteration 92Q: 21 clusters Score -4.56863e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7844 members 
Mstep: Class 3 contains 18385 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2281 members 
Mstep: Class 6 contains 1586 members 
Mstep: Class 7 contains 134708 members 
Mstep: Class 8 contains 285695 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1910 members 
Mstep: Class 14 contains 19202 members 
Mstep: Class 15 contains 3759 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 4376 members 
Mstep: Class 21 contains 6348 members 
Mstep: Class 22 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686376.000000 Penalty: 42806.605469
Iteration 93Q: 21 clusters Score -4.568638e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 18410 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 134743 members 
Mstep: Class 8 contains 285672 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19177 members 
Mstep: Class 15 contains 3758 members 
Mstep: Class 16 contains 4167 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 17165 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 6344 members 
Mstep: Class 22 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686352.000000 Penalty: 42806.605469
Iteration 94Q: 21 clusters Score -4.568635e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7839 members 
Mstep: Class 3 contains 18428 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134775 members 
Mstep: Class 8 contains 285648 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19150 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 17165 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4372 members 
Mstep: Class 21 contains 6342 members 
Mstep: Class 22 contains 1295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686252.000000 Penalty: 42806.605469
Iteration 95Q: 21 clusters Score -4.568625e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7838 members 
Mstep: Class 3 contains 18440 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134799 members 
Mstep: Class 8 contains 285630 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19121 members 
Mstep: Class 15 contains 3761 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 6341 members 
Mstep: Class 22 contains 1293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686252.000000 Penalty: 42806.605469
Iteration 96Q: 21 clusters Score -4.568625e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7840 members 
Mstep: Class 3 contains 18454 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134816 members 
Mstep: Class 8 contains 285621 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19089 members 
Mstep: Class 15 contains 3760 members 
Mstep: Class 16 contains 4214 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 6340 members 
Mstep: Class 22 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686272.000000 Penalty: 42806.605469
Iteration 97Q: 21 clusters Score -4.568627e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7839 members 
Mstep: Class 3 contains 18462 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134839 members 
Mstep: Class 8 contains 285617 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19056 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 4236 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 17162 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 6337 members 
Mstep: Class 22 contains 1283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686300.000000 Penalty: 42806.605469
Iteration 98Q: 21 clusters Score -4.56863e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7838 members 
Mstep: Class 3 contains 18469 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134856 members 
Mstep: Class 8 contains 285611 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 19028 members 
Mstep: Class 15 contains 3761 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17164 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686292.000000 Penalty: 42806.605469
Iteration 99Q: 21 clusters Score -4.568629e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 18473 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134873 members 
Mstep: Class 8 contains 285602 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 18988 members 
Mstep: Class 15 contains 3761 members 
Mstep: Class 16 contains 4284 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4364 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 1271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686292.000000 Penalty: 42806.605469
Iteration 100F: 21 clusters Score -4.568629e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 18480 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134889 members 
Mstep: Class 8 contains 285597 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 14 contains 18944 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 16 contains 4314 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 21 contains 6330 members 
Mstep: Class 22 contains 1267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686324.000000 Penalty: 42806.605469
Iteration 101Q: 21 clusters Score -4.568632e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134908 members 
Mstep: Class 8 contains 285591 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 14 contains 18911 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 4343 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6325 members 
Mstep: Class 22 contains 1254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686316.000000 Penalty: 42806.605469
Iteration 102Q: 21 clusters Score -4.568632e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 18491 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134938 members 
Mstep: Class 8 contains 285591 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 14 contains 18879 members 
Mstep: Class 15 contains 3767 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6318 members 
Mstep: Class 22 contains 1242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686268.000000 Penalty: 42806.605469
Iteration 103Q: 21 clusters Score -4.568627e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 18493 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 134969 members 
Mstep: Class 8 contains 285586 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 14 contains 18844 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 16 contains 4375 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 1229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686328.000000 Penalty: 42806.605469
Iteration 104Q: 21 clusters Score -4.568633e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 18494 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135009 members 
Mstep: Class 8 contains 285575 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 14 contains 18799 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 16 contains 4402 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686272.000000 Penalty: 42806.605469
Iteration 105Q: 21 clusters Score -4.568627e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135050 members 
Mstep: Class 8 contains 285569 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 14 contains 18745 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 6316 members 
Mstep: Class 22 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686272.000000 Penalty: 42806.605469
Iteration 106Q: 21 clusters Score -4.568627e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7835 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135105 members 
Mstep: Class 8 contains 285561 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 14 contains 18689 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 6315 members 
Mstep: Class 22 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686312.000000 Penalty: 42806.605469
Iteration 107Q: 21 clusters Score -4.568631e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7835 members 
Mstep: Class 3 contains 18496 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135157 members 
Mstep: Class 8 contains 285558 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1913 members 
Mstep: Class 14 contains 18625 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 4488 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686396.000000 Penalty: 42806.605469
Iteration 108Q: 21 clusters Score -4.56864e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 18497 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135209 members 
Mstep: Class 8 contains 285550 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1914 members 
Mstep: Class 14 contains 18546 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 4528 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 6307 members 
Mstep: Class 22 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686412.000000 Penalty: 42806.605469
Iteration 109Q: 21 clusters Score -4.568641e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7835 members 
Mstep: Class 3 contains 18498 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135254 members 
Mstep: Class 8 contains 285539 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 14 contains 18463 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 16 contains 4579 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17172 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 4360 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686436.000000 Penalty: 42806.605469
Iteration 110Q: 21 clusters Score -4.568644e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7832 members 
Mstep: Class 3 contains 18498 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135303 members 
Mstep: Class 8 contains 285528 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 14 contains 18382 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17176 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6302 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686500.000000 Penalty: 42806.605469
Iteration 111Q: 21 clusters Score -4.56865e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 18498 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135338 members 
Mstep: Class 8 contains 285519 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 14 contains 18314 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 4659 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17182 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6297 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686524.000000 Penalty: 42806.605469
Iteration 112Q: 21 clusters Score -4.568652e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 18499 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135366 members 
Mstep: Class 8 contains 285506 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 14 contains 18267 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 4686 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17181 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6295 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686600.000000 Penalty: 42806.605469
Iteration 113Q: 21 clusters Score -4.56866e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 18501 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135393 members 
Mstep: Class 8 contains 285498 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 14 contains 18212 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 4720 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17181 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6293 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686556.000000 Penalty: 42806.605469
Iteration 114Q: 21 clusters Score -4.568656e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 18503 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135406 members 
Mstep: Class 8 contains 285494 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 4763 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17180 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6292 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686544.000000 Penalty: 42806.605469
Iteration 115Q: 21 clusters Score -4.568654e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 18504 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135429 members 
Mstep: Class 8 contains 285481 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 18100 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 4817 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17181 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686548.000000 Penalty: 42806.605469
Iteration 116Q: 21 clusters Score -4.568655e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 18507 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135449 members 
Mstep: Class 8 contains 285475 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 16 contains 4891 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 6287 members 
Mstep: Class 22 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686532.000000 Penalty: 42806.605469
Iteration 117Q: 21 clusters Score -4.568653e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 18510 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135472 members 
Mstep: Class 8 contains 285476 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 16 contains 4957 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17188 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6282 members 
Mstep: Class 22 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686536.000000 Penalty: 42806.605469
Iteration 118Q: 21 clusters Score -4.568654e+07 nChanged 183
Entering ConstructFrom: 
Score: -45686536.000000 Penalty: 42806.605469
Entering ConstructFrom: 
Trying to split cluster 1 (5564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Entering Unmasked Estep 
Score: -504175.187500 Penalty: 1401.411865
	Iteration 0F: 2 clusters Score -504175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -499849.500000 Penalty: 2802.823730
	Iteration 0F: 3 clusters Score -499849.5 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -501029.062500 Penalty: 2802.823730
	Iteration 1F: 3 clusters Score -501029.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -501240.875000 Penalty: 2802.823730
	Iteration 2F: 3 clusters Score -501240.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -501390.906250 Penalty: 2802.823730
	Iteration 3F: 3 clusters Score -501390.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -501484.906250 Penalty: 2802.823730
	Iteration 4Q: 3 clusters Score -501484.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -501548.750000 Penalty: 2802.823730
	Iteration 5Q: 3 clusters Score -501548.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -501612.250000 Penalty: 2802.823730
	Iteration 6Q: 3 clusters Score -501612.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -501678.906250 Penalty: 2802.823730
	Iteration 7Q: 3 clusters Score -501678.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -501766.843750 Penalty: 2802.823730
	Iteration 8Q: 3 clusters Score -501766.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -501871.468750 Penalty: 2802.823730
	Iteration 9Q: 3 clusters Score -501871.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -501958.500000 Penalty: 2802.823730
	Iteration 10Q: 3 clusters Score -501958.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -502028.906250 Penalty: 2802.823730
	Iteration 11Q: 3 clusters Score -502028.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -502111.656250 Penalty: 2802.823730
	Iteration 12Q: 3 clusters Score -502111.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -502209.500000 Penalty: 2802.823730
	Iteration 13Q: 3 clusters Score -502209.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -502315.656250 Penalty: 2802.823730
	Iteration 14Q: 3 clusters Score -502315.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -502416.000000 Penalty: 2802.823730
	Iteration 15Q: 3 clusters Score -502416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -502511.937500 Penalty: 2802.823730
	Iteration 16Q: 3 clusters Score -502511.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -502602.531250 Penalty: 2802.823730
	Iteration 17Q: 3 clusters Score -502602.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -502668.625000 Penalty: 2802.823730
	Iteration 18Q: 3 clusters Score -502668.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -502721.343750 Penalty: 2802.823730
	Iteration 19Q: 3 clusters Score -502721.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -502769.281250 Penalty: 2802.823730
	Iteration 20F: 3 clusters Score -502769.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -502815.812500 Penalty: 2802.823730
	Iteration 21Q: 3 clusters Score -502815.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -502856.218750 Penalty: 2802.823730
	Iteration 22Q: 3 clusters Score -502856.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -502889.156250 Penalty: 2802.823730
	Iteration 23Q: 3 clusters Score -502889.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -502924.906250 Penalty: 2802.823730
	Iteration 24Q: 3 clusters Score -502924.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -502950.218750 Penalty: 2802.823730
	Iteration 25Q: 3 clusters Score -502950.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -502975.968750 Penalty: 2802.823730
	Iteration 26Q: 3 clusters Score -502976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -502994.968750 Penalty: 2802.823730
	Iteration 27Q: 3 clusters Score -502995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -503014.406250 Penalty: 2802.823730
	Iteration 28Q: 3 clusters Score -503014.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -503026.000000 Penalty: 2802.823730
	Iteration 29Q: 3 clusters Score -503026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -503035.437500 Penalty: 2802.823730
	Iteration 30Q: 3 clusters Score -503035.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -503040.375000 Penalty: 2802.823730
	Iteration 31Q: 3 clusters Score -503040.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -503046.062500 Penalty: 2802.823730
	Iteration 32Q: 3 clusters Score -503046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -503047.812500 Penalty: 2802.823730
	Iteration 33Q: 3 clusters Score -503047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -503049.812500 Penalty: 2802.823730
	Iteration 34Q: 3 clusters Score -503049.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -503051.875000 Penalty: 2802.823730
	Iteration 35Q: 3 clusters Score -503051.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -503052.375000 Penalty: 2802.823730
	Iteration 36Q: 3 clusters Score -503052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -503053.531250 Penalty: 2802.823730
	Iteration 37Q: 3 clusters Score -503053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -503055.906250 Penalty: 2802.823730
	Iteration 38Q: 3 clusters Score -503055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -503057.125000 Penalty: 2802.823730
	Iteration 39Q: 3 clusters Score -503057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -503058.593750 Penalty: 2802.823730
	Iteration 40F: 3 clusters Score -503058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -503059.375000 Penalty: 2802.823730
	Iteration 41Q: 3 clusters Score -503059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -503060.718750 Penalty: 2802.823730
	Iteration 42Q: 3 clusters Score -503060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -503061.593750 Penalty: 2802.823730
	Iteration 43Q: 3 clusters Score -503061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -503061.875000 Penalty: 2802.823730
	Iteration 44Q: 3 clusters Score -503061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -503061.718750 Penalty: 2802.823730
	Iteration 45Q: 3 clusters Score -503061.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -503061.718750 Penalty: 2802.823730
	Iteration 46F: 3 clusters Score -503061.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -699199.187500 Penalty: 1456.887695
	Iteration 0F: 2 clusters Score -699199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -693372.750000 Penalty: 2913.775391
	Iteration 0F: 3 clusters Score -693372.8 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -695191.562500 Penalty: 2913.775391
	Iteration 1F: 3 clusters Score -695191.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -695447.937500 Penalty: 2913.775391
	Iteration 2F: 3 clusters Score -695447.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -695659.312500 Penalty: 2913.775391
	Iteration 3F: 3 clusters Score -695659.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -695864.875000 Penalty: 2913.775391
	Iteration 4Q: 3 clusters Score -695864.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -696061.625000 Penalty: 2913.775391
	Iteration 5Q: 3 clusters Score -696061.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -696263.812500 Penalty: 2913.775391
	Iteration 6Q: 3 clusters Score -696263.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -696496.750000 Penalty: 2913.775391
	Iteration 7Q: 3 clusters Score -696496.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -696751.937500 Penalty: 2913.775391
	Iteration 8Q: 3 clusters Score -696751.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -697005.750000 Penalty: 2913.775391
	Iteration 9Q: 3 clusters Score -697005.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -697242.312500 Penalty: 2913.775391
	Iteration 10Q: 3 clusters Score -697242.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -697448.187500 Penalty: 2913.775391
	Iteration 11Q: 3 clusters Score -697448.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -697606.937500 Penalty: 2913.775391
	Iteration 12Q: 3 clusters Score -697606.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -697705.625000 Penalty: 2913.775391
	Iteration 13Q: 3 clusters Score -697705.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -697772.500000 Penalty: 2913.775391
	Iteration 14Q: 3 clusters Score -697772.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -697823.125000 Penalty: 2913.775391
	Iteration 15Q: 3 clusters Score -697823.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -697854.000000 Penalty: 2913.775391
	Iteration 16Q: 3 clusters Score -697854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -697880.187500 Penalty: 2913.775391
	Iteration 17Q: 3 clusters Score -697880.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -697893.812500 Penalty: 2913.775391
	Iteration 18Q: 3 clusters Score -697893.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -697909.687500 Penalty: 2913.775391
	Iteration 19Q: 3 clusters Score -697909.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -697928.812500 Penalty: 2913.775391
	Iteration 20F: 3 clusters Score -697928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -697939.750000 Penalty: 2913.775391
	Iteration 21Q: 3 clusters Score -697939.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -697947.562500 Penalty: 2913.775391
	Iteration 22Q: 3 clusters Score -697947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -697957.687500 Penalty: 2913.775391
	Iteration 23Q: 3 clusters Score -697957.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -697963.750000 Penalty: 2913.775391
	Iteration 24Q: 3 clusters Score -697963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -697968.875000 Penalty: 2913.775391
	Iteration 25Q: 3 clusters Score -697968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -697971.750000 Penalty: 2913.775391
	Iteration 26Q: 3 clusters Score -697971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -697972.500000 Penalty: 2913.775391
	Iteration 27Q: 3 clusters Score -697972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -697975.187500 Penalty: 2913.775391
	Iteration 28Q: 3 clusters Score -697975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -697977.500000 Penalty: 2913.775391
	Iteration 29Q: 3 clusters Score -697977.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -697980.062500 Penalty: 2913.775391
	Iteration 30Q: 3 clusters Score -697980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -697981.812500 Penalty: 2913.775391
	Iteration 31Q: 3 clusters Score -697981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -697983.625000 Penalty: 2913.775391
	Iteration 32Q: 3 clusters Score -697983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -697985.937500 Penalty: 2913.775391
	Iteration 33Q: 3 clusters Score -697985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -697987.562500 Penalty: 2913.775391
	Iteration 34Q: 3 clusters Score -697987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -697988.500000 Penalty: 2913.775391
	Iteration 35Q: 3 clusters Score -697988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -697989.125000 Penalty: 2913.775391
	Iteration 36Q: 3 clusters Score -697989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -697989.125000 Penalty: 2913.775391
	Iteration 37F: 3 clusters Score -697989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Entering Unmasked Estep 
Score: -1565465.125000 Penalty: 1596.762085
	Iteration 0F: 2 clusters Score -1565465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1552703.250000 Penalty: 3193.524170
	Iteration 0F: 3 clusters Score -1552703 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1557467.250000 Penalty: 3193.524170
	Iteration 1F: 3 clusters Score -1557467 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1557913.000000 Penalty: 3193.524170
	Iteration 2F: 3 clusters Score -1557913 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1558467.750000 Penalty: 3193.524170
	Iteration 3F: 3 clusters Score -1558468 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1559178.000000 Penalty: 3193.524170
	Iteration 4F: 3 clusters Score -1559178 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1560046.375000 Penalty: 3193.524170
	Iteration 5F: 3 clusters Score -1560046 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1561063.750000 Penalty: 3193.524170
	Iteration 6F: 3 clusters Score -1561064 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1561992.375000 Penalty: 3193.524170
	Iteration 7F: 3 clusters Score -1561992 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1562711.500000 Penalty: 3193.524170
	Iteration 8Q: 3 clusters Score -1562712 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1563241.625000 Penalty: 3193.524170
	Iteration 9Q: 3 clusters Score -1563242 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1563589.875000 Penalty: 3193.524170
	Iteration 10Q: 3 clusters Score -1563590 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1563861.625000 Penalty: 3193.524170
	Iteration 11Q: 3 clusters Score -1563862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1564038.500000 Penalty: 3193.524170
	Iteration 12Q: 3 clusters Score -1564038 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1564129.125000 Penalty: 3193.524170
	Iteration 13Q: 3 clusters Score -1564129 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1564185.375000 Penalty: 3193.524170
	Iteration 14Q: 3 clusters Score -1564185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1564228.500000 Penalty: 3193.524170
	Iteration 15Q: 3 clusters Score -1564228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1564247.375000 Penalty: 3193.524170
	Iteration 16Q: 3 clusters Score -1564247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1564258.375000 Penalty: 3193.524170
	Iteration 17Q: 3 clusters Score -1564258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -1564266.875000 Penalty: 3193.524170
	Iteration 18Q: 3 clusters Score -1564267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1564271.625000 Penalty: 3193.524170
	Iteration 19Q: 3 clusters Score -1564272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -1564275.500000 Penalty: 3193.524170
	Iteration 20F: 3 clusters Score -1564276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1564284.375000 Penalty: 3193.524170
	Iteration 21Q: 3 clusters Score -1564284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1564286.250000 Penalty: 3193.524170
	Iteration 22Q: 3 clusters Score -1564286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -1564287.625000 Penalty: 3193.524170
	Iteration 23Q: 3 clusters Score -1564288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1564287.750000 Penalty: 3193.524170
	Iteration 24Q: 3 clusters Score -1564288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1564287.125000 Penalty: 3193.524170
	Iteration 25Q: 3 clusters Score -1564287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1564287.625000 Penalty: 3193.524170
	Iteration 26Q: 3 clusters Score -1564288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1564291.375000 Penalty: 3193.524170
	Iteration 27Q: 3 clusters Score -1564291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1564289.750000 Penalty: 3193.524170
	Iteration 28Q: 3 clusters Score -1564290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1564292.750000 Penalty: 3193.524170
	Iteration 29Q: 3 clusters Score -1564293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1564291.250000 Penalty: 3193.524170
	Iteration 30Q: 3 clusters Score -1564291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1564293.375000 Penalty: 3193.524170
	Iteration 31Q: 3 clusters Score -1564293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1564293.375000 Penalty: 3193.524170
	Iteration 32F: 3 clusters Score -1564293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -211759.687500 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -211759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -209440.703125 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -209440.7 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -209920.468750 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -209920.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -210037.375000 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -210037.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -210106.406250 Penalty: 2526.554932
	Iteration 3Q: 3 clusters Score -210106.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -210146.125000 Penalty: 2526.554932
	Iteration 4Q: 3 clusters Score -210146.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -210178.015625 Penalty: 2526.554932
	Iteration 5Q: 3 clusters Score -210178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -210201.234375 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -210201.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -210221.796875 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -210221.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -210235.937500 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -210235.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -210244.328125 Penalty: 2526.554932
	Iteration 9Q: 3 clusters Score -210244.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -210251.953125 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -210252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210258.187500 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -210258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -210262.406250 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -210262.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -210265.671875 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -210265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -210270.656250 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -210270.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -210274.718750 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -210274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -210278.296875 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -210278.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -210283.406250 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -210283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -210286.000000 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -210286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -210289.968750 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -210290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -210293.328125 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -210293.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -210299.640625 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -210299.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -210308.421875 Penalty: 2526.554932
	Iteration 22Q: 3 clusters Score -210308.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -210316.515625 Penalty: 2526.554932
	Iteration 23Q: 3 clusters Score -210316.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -210324.328125 Penalty: 2526.554932
	Iteration 24Q: 3 clusters Score -210324.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -210329.000000 Penalty: 2526.554932
	Iteration 25Q: 3 clusters Score -210329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -210332.984375 Penalty: 2526.554932
	Iteration 26Q: 3 clusters Score -210333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -210339.500000 Penalty: 2526.554932
	Iteration 27Q: 3 clusters Score -210339.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -210347.015625 Penalty: 2526.554932
	Iteration 28Q: 3 clusters Score -210347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -210352.703125 Penalty: 2526.554932
	Iteration 29Q: 3 clusters Score -210352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -210360.546875 Penalty: 2526.554932
	Iteration 30Q: 3 clusters Score -210360.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -210368.796875 Penalty: 2526.554932
	Iteration 31Q: 3 clusters Score -210368.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -210375.921875 Penalty: 2526.554932
	Iteration 32Q: 3 clusters Score -210375.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -210383.187500 Penalty: 2526.554932
	Iteration 33Q: 3 clusters Score -210383.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -210390.500000 Penalty: 2526.554932
	Iteration 34Q: 3 clusters Score -210390.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -210397.578125 Penalty: 2526.554932
	Iteration 35Q: 3 clusters Score -210397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -210403.062500 Penalty: 2526.554932
	Iteration 36Q: 3 clusters Score -210403.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -210408.468750 Penalty: 2526.554932
	Iteration 37Q: 3 clusters Score -210408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -210415.578125 Penalty: 2526.554932
	Iteration 38Q: 3 clusters Score -210415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -210421.234375 Penalty: 2526.554932
	Iteration 39Q: 3 clusters Score -210421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -210427.578125 Penalty: 2526.554932
	Iteration 40F: 3 clusters Score -210427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -210432.031250 Penalty: 2526.554932
	Iteration 41Q: 3 clusters Score -210432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -210433.703125 Penalty: 2526.554932
	Iteration 42Q: 3 clusters Score -210433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -210436.421875 Penalty: 2526.554932
	Iteration 43Q: 3 clusters Score -210436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -210437.593750 Penalty: 2526.554932
	Iteration 44Q: 3 clusters Score -210437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -210439.531250 Penalty: 2526.554932
	Iteration 45Q: 3 clusters Score -210439.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -210440.046875 Penalty: 2526.554932
	Iteration 46Q: 3 clusters Score -210440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -210440.656250 Penalty: 2526.554932
	Iteration 47Q: 3 clusters Score -210440.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -210440.656250 Penalty: 2526.554932
	Iteration 48F: 3 clusters Score -210440.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -208440.671875 Penalty: 1255.939087
	Iteration 0F: 2 clusters Score -208440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -206182.203125 Penalty: 2511.878174
	Iteration 0F: 3 clusters Score -206182.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -206625.031250 Penalty: 2511.878174
	Iteration 1F: 3 clusters Score -206625 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -206743.984375 Penalty: 2511.878174
	Iteration 2F: 3 clusters Score -206744 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206806.921875 Penalty: 2511.878174
	Iteration 3Q: 3 clusters Score -206806.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -206849.281250 Penalty: 2511.878174
	Iteration 4Q: 3 clusters Score -206849.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -206882.625000 Penalty: 2511.878174
	Iteration 5Q: 3 clusters Score -206882.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206907.546875 Penalty: 2511.878174
	Iteration 6Q: 3 clusters Score -206907.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -206922.812500 Penalty: 2511.878174
	Iteration 7Q: 3 clusters Score -206922.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -206935.515625 Penalty: 2511.878174
	Iteration 8Q: 3 clusters Score -206935.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -206945.843750 Penalty: 2511.878174
	Iteration 9Q: 3 clusters Score -206945.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -206953.921875 Penalty: 2511.878174
	Iteration 10Q: 3 clusters Score -206953.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -206960.468750 Penalty: 2511.878174
	Iteration 11Q: 3 clusters Score -206960.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -206963.859375 Penalty: 2511.878174
	Iteration 12Q: 3 clusters Score -206963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -206966.015625 Penalty: 2511.878174
	Iteration 13Q: 3 clusters Score -206966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -206967.406250 Penalty: 2511.878174
	Iteration 14Q: 3 clusters Score -206967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -206968.078125 Penalty: 2511.878174
	Iteration 15Q: 3 clusters Score -206968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -206970.156250 Penalty: 2511.878174
	Iteration 16Q: 3 clusters Score -206970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206972.171875 Penalty: 2511.878174
	Iteration 17Q: 3 clusters Score -206972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -206974.015625 Penalty: 2511.878174
	Iteration 18Q: 3 clusters Score -206974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -206978.125000 Penalty: 2511.878174
	Iteration 19Q: 3 clusters Score -206978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -206981.046875 Penalty: 2511.878174
	Iteration 20F: 3 clusters Score -206981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -206983.328125 Penalty: 2511.878174
	Iteration 21Q: 3 clusters Score -206983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -206985.609375 Penalty: 2511.878174
	Iteration 22Q: 3 clusters Score -206985.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -206987.140625 Penalty: 2511.878174
	Iteration 23Q: 3 clusters Score -206987.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -206987.265625 Penalty: 2511.878174
	Iteration 24Q: 3 clusters Score -206987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -206987.187500 Penalty: 2511.878174
	Iteration 25Q: 3 clusters Score -206987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -206987.187500 Penalty: 2511.878174
	Iteration 26F: 3 clusters Score -206987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -128146.101562 Penalty: 1197.662476
	Iteration 0F: 2 clusters Score -128146.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -126335.132812 Penalty: 2395.324951
	Iteration 0F: 3 clusters Score -126335.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -126729.921875 Penalty: 2395.324951
	Iteration 1F: 3 clusters Score -126729.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126953.968750 Penalty: 2395.324951
	Iteration 2F: 3 clusters Score -126954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127179.148438 Penalty: 2395.324951
	Iteration 3F: 3 clusters Score -127179.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -127363.421875 Penalty: 2395.324951
	Iteration 4F: 3 clusters Score -127363.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127489.726562 Penalty: 2395.324951
	Iteration 5F: 3 clusters Score -127489.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127572.453125 Penalty: 2395.324951
	Iteration 6Q: 3 clusters Score -127572.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127636.945312 Penalty: 2395.324951
	Iteration 7Q: 3 clusters Score -127636.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -127671.390625 Penalty: 2395.324951
	Iteration 8Q: 3 clusters Score -127671.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -127691.398438 Penalty: 2395.324951
	Iteration 9Q: 3 clusters Score -127691.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -127704.937500 Penalty: 2395.324951
	Iteration 10Q: 3 clusters Score -127704.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -127714.695312 Penalty: 2395.324951
	Iteration 11Q: 3 clusters Score -127714.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -127718.539062 Penalty: 2395.324951
	Iteration 12Q: 3 clusters Score -127718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -127722.773438 Penalty: 2395.324951
	Iteration 13Q: 3 clusters Score -127722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -127728.359375 Penalty: 2395.324951
	Iteration 14Q: 3 clusters Score -127728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -127734.046875 Penalty: 2395.324951
	Iteration 15Q: 3 clusters Score -127734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -127745.296875 Penalty: 2395.324951
	Iteration 16Q: 3 clusters Score -127745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -127753.328125 Penalty: 2395.324951
	Iteration 17Q: 3 clusters Score -127753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127756.273438 Penalty: 2395.324951
	Iteration 18Q: 3 clusters Score -127756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -127758.226562 Penalty: 2395.324951
	Iteration 19Q: 3 clusters Score -127758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -127761.585938 Penalty: 2395.324951
	Iteration 20F: 3 clusters Score -127761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -127763.734375 Penalty: 2395.324951
	Iteration 21Q: 3 clusters Score -127763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127764.679688 Penalty: 2395.324951
	Iteration 22Q: 3 clusters Score -127764.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127764.679688 Penalty: 2395.324951
	Iteration 23F: 3 clusters Score -127764.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (135484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135484 members 
Entering Unmasked Estep 
Score: -11728945.000000 Penalty: 1920.198853
	Iteration 0F: 2 clusters Score -1.172894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -11638142.000000 Penalty: 3840.397705
	Iteration 0F: 3 clusters Score -1.163814e+07 nChanged 65220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -11676778.000000 Penalty: 3840.397705
	Iteration 1F: 3 clusters Score -1.167678e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -11679181.000000 Penalty: 3840.397705
	Iteration 2Q: 3 clusters Score -1.167918e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 90497 members 
Entering Unmasked Estep 
Score: -11683877.000000 Penalty: 3840.397705
	Iteration 3F: 3 clusters Score -1.168388e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -11692527.000000 Penalty: 3840.397705
	Iteration 4F: 3 clusters Score -1.169253e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 115008 members 
Entering Unmasked Estep 
Score: -11705623.000000 Penalty: 3840.397705
	Iteration 5F: 3 clusters Score -1.170562e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 126775 members 
Entering Unmasked Estep 
Score: -11718238.000000 Penalty: 3840.397705
	Iteration 6F: 3 clusters Score -1.171824e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 133047 members 
Entering Unmasked Estep 
Score: -11724868.000000 Penalty: 3840.397705
	Iteration 7Q: 3 clusters Score -1.172487e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -11726636.000000 Penalty: 3840.397705
	Iteration 8Q: 3 clusters Score -1.172664e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -11727055.000000 Penalty: 3840.397705
	Iteration 9Q: 3 clusters Score -1.172706e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135364 members 
Entering Unmasked Estep 
Score: -11727153.000000 Penalty: 3840.397705
	Iteration 10Q: 3 clusters Score -1.172715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 135380 members 
Entering Unmasked Estep 
Score: -11727216.000000 Penalty: 3840.397705
	Iteration 11Q: 3 clusters Score -1.172722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 135383 members 
Entering Unmasked Estep 
Score: -11727235.000000 Penalty: 3840.397705
	Iteration 12Q: 3 clusters Score -1.172724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 135384 members 
Entering Unmasked Estep 
Score: -11727247.000000 Penalty: 3840.397705
	Iteration 13Q: 3 clusters Score -1.172725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 135383 members 
Entering Unmasked Estep 
Score: -11727248.000000 Penalty: 3840.397705
	Iteration 14Q: 3 clusters Score -1.172725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -11727245.000000 Penalty: 3840.397705
	Iteration 15Q: 3 clusters Score -1.172724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -11727245.000000 Penalty: 3840.397705
	Iteration 16F: 3 clusters Score -1.172724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (285483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285483 members 
Entering Unmasked Estep 
Score: -25564624.000000 Penalty: 2041.314819
	Iteration 0F: 2 clusters Score -2.556462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142774 members 
Mstep: Class 2 contains 142709 members 
Entering Unmasked Estep 
Score: -25382844.000000 Penalty: 4082.629639
	Iteration 0F: 3 clusters Score -2.538284e+07 nChanged 138869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142879 members 
Mstep: Class 2 contains 142604 members 
Entering Unmasked Estep 
Score: -25465892.000000 Penalty: 4082.629639
	Iteration 1F: 3 clusters Score -2.546589e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141963 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -25467960.000000 Penalty: 4082.629639
	Iteration 2Q: 3 clusters Score -2.546796e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140541 members 
Mstep: Class 2 contains 144942 members 
Entering Unmasked Estep 
Score: -25470924.000000 Penalty: 4082.629639
	Iteration 3Q: 3 clusters Score -2.547092e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138307 members 
Mstep: Class 2 contains 147176 members 
Entering Unmasked Estep 
Score: -25475328.000000 Penalty: 4082.629639
	Iteration 4Q: 3 clusters Score -2.547533e+07 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135116 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -25481846.000000 Penalty: 4082.629639
	Iteration 5Q: 3 clusters Score -2.548185e+07 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -25491424.000000 Penalty: 4082.629639
	Iteration 6F: 3 clusters Score -2.549142e+07 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126429 members 
Mstep: Class 2 contains 159054 members 
Entering Unmasked Estep 
Score: -25503920.000000 Penalty: 4082.629639
	Iteration 7F: 3 clusters Score -2.550392e+07 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121893 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -25519000.000000 Penalty: 4082.629639
	Iteration 8F: 3 clusters Score -2.5519e+07 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118218 members 
Mstep: Class 2 contains 167265 members 
Entering Unmasked Estep 
Score: -25532304.000000 Penalty: 4082.629639
	Iteration 9F: 3 clusters Score -2.55323e+07 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -25537886.000000 Penalty: 4082.629639
	Iteration 10Q: 3 clusters Score -2.553789e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -25539628.000000 Penalty: 4082.629639
	Iteration 11Q: 3 clusters Score -2.553963e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 174471 members 
Entering Unmasked Estep 
Score: -25540590.000000 Penalty: 4082.629639
	Iteration 12Q: 3 clusters Score -2.554059e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 176574 members 
Entering Unmasked Estep 
Score: -25541204.000000 Penalty: 4082.629639
	Iteration 13Q: 3 clusters Score -2.55412e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 178528 members 
Entering Unmasked Estep 
Score: -25541756.000000 Penalty: 4082.629639
	Iteration 14Q: 3 clusters Score -2.554176e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 180471 members 
Entering Unmasked Estep 
Score: -25542182.000000 Penalty: 4082.629639
	Iteration 15Q: 3 clusters Score -2.554218e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 182418 members 
Entering Unmasked Estep 
Score: -25542338.000000 Penalty: 4082.629639
	Iteration 16Q: 3 clusters Score -2.554234e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 184293 members 
Entering Unmasked Estep 
Score: -25542766.000000 Penalty: 4082.629639
	Iteration 17Q: 3 clusters Score -2.554277e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 186229 members 
Entering Unmasked Estep 
Score: -25543138.000000 Penalty: 4082.629639
	Iteration 18Q: 3 clusters Score -2.554314e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 188241 members 
Entering Unmasked Estep 
Score: -25543614.000000 Penalty: 4082.629639
	Iteration 19Q: 3 clusters Score -2.554361e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 190340 members 
Entering Unmasked Estep 
Score: -25543892.000000 Penalty: 4082.629639
	Iteration 20F: 3 clusters Score -2.554389e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 192499 members 
Entering Unmasked Estep 
Score: -25544198.000000 Penalty: 4082.629639
	Iteration 21Q: 3 clusters Score -2.55442e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 194701 members 
Entering Unmasked Estep 
Score: -25544620.000000 Penalty: 4082.629639
	Iteration 22Q: 3 clusters Score -2.554462e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 196842 members 
Entering Unmasked Estep 
Score: -25544908.000000 Penalty: 4082.629639
	Iteration 23Q: 3 clusters Score -2.554491e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 199079 members 
Entering Unmasked Estep 
Score: -25545256.000000 Penalty: 4082.629639
	Iteration 24Q: 3 clusters Score -2.554526e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 201276 members 
Entering Unmasked Estep 
Score: -25545794.000000 Penalty: 4082.629639
	Iteration 25Q: 3 clusters Score -2.554579e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 203533 members 
Entering Unmasked Estep 
Score: -25546230.000000 Penalty: 4082.629639
	Iteration 26Q: 3 clusters Score -2.554623e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 205984 members 
Entering Unmasked Estep 
Score: -25546910.000000 Penalty: 4082.629639
	Iteration 27Q: 3 clusters Score -2.554691e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 208429 members 
Entering Unmasked Estep 
Score: -25547696.000000 Penalty: 4082.629639
	Iteration 28Q: 3 clusters Score -2.55477e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 210915 members 
Entering Unmasked Estep 
Score: -25548310.000000 Penalty: 4082.629639
	Iteration 29Q: 3 clusters Score -2.554831e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 213386 members 
Entering Unmasked Estep 
Score: -25548960.000000 Penalty: 4082.629639
	Iteration 30Q: 3 clusters Score -2.554896e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 215879 members 
Entering Unmasked Estep 
Score: -25549850.000000 Penalty: 4082.629639
	Iteration 31Q: 3 clusters Score -2.554985e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66971 members 
Mstep: Class 2 contains 218512 members 
Entering Unmasked Estep 
Score: -25550760.000000 Penalty: 4082.629639
	Iteration 32Q: 3 clusters Score -2.555076e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 221263 members 
Entering Unmasked Estep 
Score: -25551842.000000 Penalty: 4082.629639
	Iteration 33Q: 3 clusters Score -2.555184e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 223950 members 
Entering Unmasked Estep 
Score: -25553298.000000 Penalty: 4082.629639
	Iteration 34Q: 3 clusters Score -2.55533e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 226643 members 
Entering Unmasked Estep 
Score: -25554326.000000 Penalty: 4082.629639
	Iteration 35Q: 3 clusters Score -2.555433e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 229380 members 
Entering Unmasked Estep 
Score: -25555206.000000 Penalty: 4082.629639
	Iteration 36Q: 3 clusters Score -2.555521e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 232015 members 
Entering Unmasked Estep 
Score: -25556088.000000 Penalty: 4082.629639
	Iteration 37Q: 3 clusters Score -2.555609e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 234535 members 
Entering Unmasked Estep 
Score: -25556596.000000 Penalty: 4082.629639
	Iteration 38Q: 3 clusters Score -2.55566e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 236872 members 
Entering Unmasked Estep 
Score: -25557300.000000 Penalty: 4082.629639
	Iteration 39Q: 3 clusters Score -2.55573e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 239114 members 
Entering Unmasked Estep 
Score: -25557886.000000 Penalty: 4082.629639
	Iteration 40F: 3 clusters Score -2.555789e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 241176 members 
Entering Unmasked Estep 
Score: -25558170.000000 Penalty: 4082.629639
	Iteration 41Q: 3 clusters Score -2.555817e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 243074 members 
Entering Unmasked Estep 
Score: -25558572.000000 Penalty: 4082.629639
	Iteration 42Q: 3 clusters Score -2.555857e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 244836 members 
Entering Unmasked Estep 
Score: -25558716.000000 Penalty: 4082.629639
	Iteration 43Q: 3 clusters Score -2.555872e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 246487 members 
Entering Unmasked Estep 
Score: -25558958.000000 Penalty: 4082.629639
	Iteration 44Q: 3 clusters Score -2.555896e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 247961 members 
Entering Unmasked Estep 
Score: -25559006.000000 Penalty: 4082.629639
	Iteration 45Q: 3 clusters Score -2.555901e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 249360 members 
Entering Unmasked Estep 
Score: -25559132.000000 Penalty: 4082.629639
	Iteration 46Q: 3 clusters Score -2.555913e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 250669 members 
Entering Unmasked Estep 
Score: -25559212.000000 Penalty: 4082.629639
	Iteration 47Q: 3 clusters Score -2.555921e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 251831 members 
Entering Unmasked Estep 
Score: -25559268.000000 Penalty: 4082.629639
	Iteration 48Q: 3 clusters Score -2.555927e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 252915 members 
Entering Unmasked Estep 
Score: -25559398.000000 Penalty: 4082.629639
	Iteration 49Q: 3 clusters Score -2.55594e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 253933 members 
Entering Unmasked Estep 
Score: -25559474.000000 Penalty: 4082.629639
	Iteration 50Q: 3 clusters Score -2.555947e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 254913 members 
Entering Unmasked Estep 
Score: -25559558.000000 Penalty: 4082.629639
	Iteration 51Q: 3 clusters Score -2.555956e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 255870 members 
Entering Unmasked Estep 
Score: -25559664.000000 Penalty: 4082.629639
	Iteration 52Q: 3 clusters Score -2.555966e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 256786 members 
Entering Unmasked Estep 
Score: -25559628.000000 Penalty: 4082.629639
	Iteration 53Q: 3 clusters Score -2.555963e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 257711 members 
Entering Unmasked Estep 
Score: -25559658.000000 Penalty: 4082.629639
	Iteration 54Q: 3 clusters Score -2.555966e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 258572 members 
Entering Unmasked Estep 
Score: -25559766.000000 Penalty: 4082.629639
	Iteration 55Q: 3 clusters Score -2.555977e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 259365 members 
Entering Unmasked Estep 
Score: -25559846.000000 Penalty: 4082.629639
	Iteration 56Q: 3 clusters Score -2.555985e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 260134 members 
Entering Unmasked Estep 
Score: -25559960.000000 Penalty: 4082.629639
	Iteration 57Q: 3 clusters Score -2.555996e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 260900 members 
Entering Unmasked Estep 
Score: -25559954.000000 Penalty: 4082.629639
	Iteration 58Q: 3 clusters Score -2.555995e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 261642 members 
Entering Unmasked Estep 
Score: -25560042.000000 Penalty: 4082.629639
	Iteration 59Q: 3 clusters Score -2.556004e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 262353 members 
Entering Unmasked Estep 
Score: -25560052.000000 Penalty: 4082.629639
	Iteration 60F: 3 clusters Score -2.556005e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 262999 members 
Entering Unmasked Estep 
Score: -25560094.000000 Penalty: 4082.629639
	Iteration 61Q: 3 clusters Score -2.556009e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 263614 members 
Entering Unmasked Estep 
Score: -25560104.000000 Penalty: 4082.629639
	Iteration 62Q: 3 clusters Score -2.55601e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 264234 members 
Entering Unmasked Estep 
Score: -25560186.000000 Penalty: 4082.629639
	Iteration 63Q: 3 clusters Score -2.556019e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 264846 members 
Entering Unmasked Estep 
Score: -25560232.000000 Penalty: 4082.629639
	Iteration 64Q: 3 clusters Score -2.556023e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 265444 members 
Entering Unmasked Estep 
Score: -25560214.000000 Penalty: 4082.629639
	Iteration 65Q: 3 clusters Score -2.556021e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 266011 members 
Entering Unmasked Estep 
Score: -25560264.000000 Penalty: 4082.629639
	Iteration 66Q: 3 clusters Score -2.556026e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 266557 members 
Entering Unmasked Estep 
Score: -25560346.000000 Penalty: 4082.629639
	Iteration 67Q: 3 clusters Score -2.556035e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 267104 members 
Entering Unmasked Estep 
Score: -25560428.000000 Penalty: 4082.629639
	Iteration 68Q: 3 clusters Score -2.556043e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 267618 members 
Entering Unmasked Estep 
Score: -25560596.000000 Penalty: 4082.629639
	Iteration 69Q: 3 clusters Score -2.55606e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 268118 members 
Entering Unmasked Estep 
Score: -25560612.000000 Penalty: 4082.629639
	Iteration 70Q: 3 clusters Score -2.556061e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 268582 members 
Entering Unmasked Estep 
Score: -25560668.000000 Penalty: 4082.629639
	Iteration 71Q: 3 clusters Score -2.556067e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 269069 members 
Entering Unmasked Estep 
Score: -25560738.000000 Penalty: 4082.629639
	Iteration 72Q: 3 clusters Score -2.556074e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 269553 members 
Entering Unmasked Estep 
Score: -25560736.000000 Penalty: 4082.629639
	Iteration 73Q: 3 clusters Score -2.556074e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 270028 members 
Entering Unmasked Estep 
Score: -25560778.000000 Penalty: 4082.629639
	Iteration 74Q: 3 clusters Score -2.556078e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 270502 members 
Entering Unmasked Estep 
Score: -25560810.000000 Penalty: 4082.629639
	Iteration 75Q: 3 clusters Score -2.556081e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 270961 members 
Entering Unmasked Estep 
Score: -25560784.000000 Penalty: 4082.629639
	Iteration 76Q: 3 clusters Score -2.556078e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 271413 members 
Entering Unmasked Estep 
Score: -25560748.000000 Penalty: 4082.629639
	Iteration 77Q: 3 clusters Score -2.556075e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 271858 members 
Entering Unmasked Estep 
Score: -25560778.000000 Penalty: 4082.629639
	Iteration 78Q: 3 clusters Score -2.556078e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 272274 members 
Entering Unmasked Estep 
Score: -25560754.000000 Penalty: 4082.629639
	Iteration 79Q: 3 clusters Score -2.556075e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 272717 members 
Entering Unmasked Estep 
Score: -25560714.000000 Penalty: 4082.629639
	Iteration 80F: 3 clusters Score -2.556071e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 273121 members 
Entering Unmasked Estep 
Score: -25560706.000000 Penalty: 4082.629639
	Iteration 81Q: 3 clusters Score -2.556071e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 273525 members 
Entering Unmasked Estep 
Score: -25560758.000000 Penalty: 4082.629639
	Iteration 82Q: 3 clusters Score -2.556076e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 273931 members 
Entering Unmasked Estep 
Score: -25560844.000000 Penalty: 4082.629639
	Iteration 83Q: 3 clusters Score -2.556084e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 274332 members 
Entering Unmasked Estep 
Score: -25560888.000000 Penalty: 4082.629639
	Iteration 84Q: 3 clusters Score -2.556089e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 274703 members 
Entering Unmasked Estep 
Score: -25560926.000000 Penalty: 4082.629639
	Iteration 85Q: 3 clusters Score -2.556093e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 275081 members 
Entering Unmasked Estep 
Score: -25561014.000000 Penalty: 4082.629639
	Iteration 86Q: 3 clusters Score -2.556101e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 275440 members 
Entering Unmasked Estep 
Score: -25561098.000000 Penalty: 4082.629639
	Iteration 87Q: 3 clusters Score -2.55611e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 275822 members 
Entering Unmasked Estep 
Score: -25561114.000000 Penalty: 4082.629639
	Iteration 88Q: 3 clusters Score -2.556111e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 276208 members 
Entering Unmasked Estep 
Score: -25561344.000000 Penalty: 4082.629639
	Iteration 89Q: 3 clusters Score -2.556134e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 276569 members 
Entering Unmasked Estep 
Score: -25561470.000000 Penalty: 4082.629639
	Iteration 90Q: 3 clusters Score -2.556147e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 276903 members 
Entering Unmasked Estep 
Score: -25561512.000000 Penalty: 4082.629639
	Iteration 91Q: 3 clusters Score -2.556151e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 277245 members 
Entering Unmasked Estep 
Score: -25561528.000000 Penalty: 4082.629639
	Iteration 92Q: 3 clusters Score -2.556153e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 277569 members 
Entering Unmasked Estep 
Score: -25561558.000000 Penalty: 4082.629639
	Iteration 93Q: 3 clusters Score -2.556156e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 277890 members 
Entering Unmasked Estep 
Score: -25561562.000000 Penalty: 4082.629639
	Iteration 94Q: 3 clusters Score -2.556156e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 278206 members 
Entering Unmasked Estep 
Score: -25561634.000000 Penalty: 4082.629639
	Iteration 95Q: 3 clusters Score -2.556163e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 278520 members 
Entering Unmasked Estep 
Score: -25561666.000000 Penalty: 4082.629639
	Iteration 96Q: 3 clusters Score -2.556167e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 278824 members 
Entering Unmasked Estep 
Score: -25561680.000000 Penalty: 4082.629639
	Iteration 97Q: 3 clusters Score -2.556168e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 279118 members 
Entering Unmasked Estep 
Score: -25561720.000000 Penalty: 4082.629639
	Iteration 98Q: 3 clusters Score -2.556172e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 279384 members 
Entering Unmasked Estep 
Score: -25561782.000000 Penalty: 4082.629639
	Iteration 99Q: 3 clusters Score -2.556178e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 279674 members 
Entering Unmasked Estep 
Score: -25561928.000000 Penalty: 4082.629639
	Iteration 100F: 3 clusters Score -2.556193e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 279921 members 
Entering Unmasked Estep 
Score: -25561972.000000 Penalty: 4082.629639
	Iteration 101Q: 3 clusters Score -2.556197e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 280179 members 
Entering Unmasked Estep 
Score: -25562030.000000 Penalty: 4082.629639
	Iteration 102Q: 3 clusters Score -2.556203e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 280404 members 
Entering Unmasked Estep 
Score: -25562062.000000 Penalty: 4082.629639
	Iteration 103Q: 3 clusters Score -2.556206e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 280612 members 
Entering Unmasked Estep 
Score: -25562134.000000 Penalty: 4082.629639
	Iteration 104Q: 3 clusters Score -2.556213e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 280815 members 
Entering Unmasked Estep 
Score: -25562196.000000 Penalty: 4082.629639
	Iteration 105Q: 3 clusters Score -2.55622e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 281006 members 
Entering Unmasked Estep 
Score: -25562194.000000 Penalty: 4082.629639
	Iteration 106Q: 3 clusters Score -2.556219e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 281176 members 
Entering Unmasked Estep 
Score: -25562272.000000 Penalty: 4082.629639
	Iteration 107Q: 3 clusters Score -2.556227e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 281328 members 
Entering Unmasked Estep 
Score: -25562270.000000 Penalty: 4082.629639
	Iteration 108Q: 3 clusters Score -2.556227e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 281488 members 
Entering Unmasked Estep 
Score: -25562274.000000 Penalty: 4082.629639
	Iteration 109Q: 3 clusters Score -2.556227e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 281656 members 
Entering Unmasked Estep 
Score: -25562362.000000 Penalty: 4082.629639
	Iteration 110Q: 3 clusters Score -2.556236e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 281799 members 
Entering Unmasked Estep 
Score: -25562396.000000 Penalty: 4082.629639
	Iteration 111Q: 3 clusters Score -2.55624e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 281917 members 
Entering Unmasked Estep 
Score: -25562424.000000 Penalty: 4082.629639
	Iteration 112Q: 3 clusters Score -2.556242e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 282032 members 
Entering Unmasked Estep 
Score: -25562380.000000 Penalty: 4082.629639
	Iteration 113Q: 3 clusters Score -2.556238e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 282159 members 
Entering Unmasked Estep 
Score: -25562404.000000 Penalty: 4082.629639
	Iteration 114Q: 3 clusters Score -2.55624e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 282270 members 
Entering Unmasked Estep 
Score: -25562474.000000 Penalty: 4082.629639
	Iteration 115Q: 3 clusters Score -2.556247e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 282370 members 
Entering Unmasked Estep 
Score: -25562516.000000 Penalty: 4082.629639
	Iteration 116Q: 3 clusters Score -2.556252e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 282471 members 
Entering Unmasked Estep 
Score: -25562602.000000 Penalty: 4082.629639
	Iteration 117Q: 3 clusters Score -2.55626e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 282568 members 
Entering Unmasked Estep 
Score: -25562614.000000 Penalty: 4082.629639
	Iteration 118Q: 3 clusters Score -2.556261e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 282655 members 
Entering Unmasked Estep 
Score: -25562648.000000 Penalty: 4082.629639
	Iteration 119Q: 3 clusters Score -2.556265e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 282747 members 
Entering Unmasked Estep 
Score: -25562666.000000 Penalty: 4082.629639
	Iteration 120F: 3 clusters Score -2.556267e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 282823 members 
Entering Unmasked Estep 
Score: -25562702.000000 Penalty: 4082.629639
	Iteration 121Q: 3 clusters Score -2.55627e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 282904 members 
Entering Unmasked Estep 
Score: -25562696.000000 Penalty: 4082.629639
	Iteration 122Q: 3 clusters Score -2.55627e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 282991 members 
Entering Unmasked Estep 
Score: -25562766.000000 Penalty: 4082.629639
	Iteration 123Q: 3 clusters Score -2.556277e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 283072 members 
Entering Unmasked Estep 
Score: -25562794.000000 Penalty: 4082.629639
	Iteration 124Q: 3 clusters Score -2.556279e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 283135 members 
Entering Unmasked Estep 
Score: -25562770.000000 Penalty: 4082.629639
	Iteration 125Q: 3 clusters Score -2.556277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 283191 members 
Entering Unmasked Estep 
Score: -25562784.000000 Penalty: 4082.629639
	Iteration 126Q: 3 clusters Score -2.556278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 283237 members 
Entering Unmasked Estep 
Score: -25562810.000000 Penalty: 4082.629639
	Iteration 127Q: 3 clusters Score -2.556281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 283290 members 
Entering Unmasked Estep 
Score: -25562828.000000 Penalty: 4082.629639
	Iteration 128Q: 3 clusters Score -2.556283e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 283338 members 
Entering Unmasked Estep 
Score: -25562804.000000 Penalty: 4082.629639
	Iteration 129Q: 3 clusters Score -2.55628e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 283387 members 
Entering Unmasked Estep 
Score: -25562832.000000 Penalty: 4082.629639
	Iteration 130Q: 3 clusters Score -2.556283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 283435 members 
Entering Unmasked Estep 
Score: -25562858.000000 Penalty: 4082.629639
	Iteration 131Q: 3 clusters Score -2.556286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 283466 members 
Entering Unmasked Estep 
Score: -25562854.000000 Penalty: 4082.629639
	Iteration 132Q: 3 clusters Score -2.556285e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 283491 members 
Entering Unmasked Estep 
Score: -25562856.000000 Penalty: 4082.629639
	Iteration 133Q: 3 clusters Score -2.556286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 283515 members 
Entering Unmasked Estep 
Score: -25562892.000000 Penalty: 4082.629639
	Iteration 134Q: 3 clusters Score -2.556289e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 283537 members 
Entering Unmasked Estep 
Score: -25562904.000000 Penalty: 4082.629639
	Iteration 135Q: 3 clusters Score -2.55629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 283557 members 
Entering Unmasked Estep 
Score: -25562912.000000 Penalty: 4082.629639
	Iteration 136Q: 3 clusters Score -2.556291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 283569 members 
Entering Unmasked Estep 
Score: -25562914.000000 Penalty: 4082.629639
	Iteration 137Q: 3 clusters Score -2.556291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 283589 members 
Entering Unmasked Estep 
Score: -25562932.000000 Penalty: 4082.629639
	Iteration 138Q: 3 clusters Score -2.556293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 283608 members 
Entering Unmasked Estep 
Score: -25562972.000000 Penalty: 4082.629639
	Iteration 139Q: 3 clusters Score -2.556297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 283620 members 
Entering Unmasked Estep 
Score: -25562970.000000 Penalty: 4082.629639
	Iteration 140F: 3 clusters Score -2.556297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 283635 members 
Entering Unmasked Estep 
Score: -25563000.000000 Penalty: 4082.629639
	Iteration 141Q: 3 clusters Score -2.5563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 283645 members 
Entering Unmasked Estep 
Score: -25562994.000000 Penalty: 4082.629639
	Iteration 142Q: 3 clusters Score -2.556299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 283656 members 
Entering Unmasked Estep 
Score: -25562978.000000 Penalty: 4082.629639
	Iteration 143Q: 3 clusters Score -2.556298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 283675 members 
Entering Unmasked Estep 
Score: -25562980.000000 Penalty: 4082.629639
	Iteration 144Q: 3 clusters Score -2.556298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 283694 members 
Entering Unmasked Estep 
Score: -25562972.000000 Penalty: 4082.629639
	Iteration 145Q: 3 clusters Score -2.556297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 283710 members 
Entering Unmasked Estep 
Score: -25562984.000000 Penalty: 4082.629639
	Iteration 146Q: 3 clusters Score -2.556298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 283725 members 
Entering Unmasked Estep 
Score: -25562992.000000 Penalty: 4082.629639
	Iteration 147Q: 3 clusters Score -2.556299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 283734 members 
Entering Unmasked Estep 
Score: -25562990.000000 Penalty: 4082.629639
	Iteration 148Q: 3 clusters Score -2.556299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 283744 members 
Entering Unmasked Estep 
Score: -25562986.000000 Penalty: 4082.629639
	Iteration 149Q: 3 clusters Score -2.556299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 283756 members 
Entering Unmasked Estep 
Score: -25562968.000000 Penalty: 4082.629639
	Iteration 150Q: 3 clusters Score -2.556297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 283769 members 
Entering Unmasked Estep 
Score: -25562976.000000 Penalty: 4082.629639
	Iteration 151Q: 3 clusters Score -2.556298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 283781 members 
Entering Unmasked Estep 
Score: -25562982.000000 Penalty: 4082.629639
	Iteration 152Q: 3 clusters Score -2.556298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 283792 members 
Entering Unmasked Estep 
Score: -25562994.000000 Penalty: 4082.629639
	Iteration 153Q: 3 clusters Score -2.556299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 283801 members 
Entering Unmasked Estep 
Score: -25562982.000000 Penalty: 4082.629639
	Iteration 154Q: 3 clusters Score -2.556298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 283810 members 
Entering Unmasked Estep 
Score: -25562988.000000 Penalty: 4082.629639
	Iteration 155Q: 3 clusters Score -2.556299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 283823 members 
Entering Unmasked Estep 
Score: -25562994.000000 Penalty: 4082.629639
	Iteration 156Q: 3 clusters Score -2.556299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 283834 members 
Entering Unmasked Estep 
Score: -25562992.000000 Penalty: 4082.629639
	Iteration 157Q: 3 clusters Score -2.556299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 283845 members 
Entering Unmasked Estep 
Score: -25563002.000000 Penalty: 4082.629639
	Iteration 158Q: 3 clusters Score -2.5563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 283849 members 
Entering Unmasked Estep 
Score: -25563000.000000 Penalty: 4082.629639
	Iteration 159Q: 3 clusters Score -2.5563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 283854 members 
Entering Unmasked Estep 
Score: -25563002.000000 Penalty: 4082.629639
	Iteration 160F: 3 clusters Score -2.5563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 283860 members 
Entering Unmasked Estep 
Score: -25563014.000000 Penalty: 4082.629639
	Iteration 161Q: 3 clusters Score -2.556301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 283865 members 
Entering Unmasked Estep 
Score: -25563018.000000 Penalty: 4082.629639
	Iteration 162Q: 3 clusters Score -2.556302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 283869 members 
Entering Unmasked Estep 
Score: -25563004.000000 Penalty: 4082.629639
	Iteration 163Q: 3 clusters Score -2.5563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 283872 members 
Entering Unmasked Estep 
Score: -25563000.000000 Penalty: 4082.629639
	Iteration 164Q: 3 clusters Score -2.5563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 283876 members 
Entering Unmasked Estep 
Score: -25562992.000000 Penalty: 4082.629639
	Iteration 165Q: 3 clusters Score -2.556299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 283874 members 
Entering Unmasked Estep 
Score: -25563000.000000 Penalty: 4082.629639
	Iteration 166Q: 3 clusters Score -2.5563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 283876 members 
Entering Unmasked Estep 
Score: -25562998.000000 Penalty: 4082.629639
	Iteration 167Q: 3 clusters Score -2.5563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 283878 members 
Entering Unmasked Estep 
Score: -25563010.000000 Penalty: 4082.629639
	Iteration 168Q: 3 clusters Score -2.556301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 283880 members 
Entering Unmasked Estep 
Score: -25563000.000000 Penalty: 4082.629639
	Iteration 169Q: 3 clusters Score -2.5563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 283881 members 
Entering Unmasked Estep 
Score: -25562986.000000 Penalty: 4082.629639
	Iteration 170Q: 3 clusters Score -2.556299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 283883 members 
Entering Unmasked Estep 
Score: -25562998.000000 Penalty: 4082.629639
	Iteration 171Q: 3 clusters Score -2.5563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 283883 members 
Entering Unmasked Estep 
Score: -25562998.000000 Penalty: 4082.629639
	Iteration 172Q: 3 clusters Score -2.5563e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 283884 members 
Entering Unmasked Estep 
Score: -25563006.000000 Penalty: 4082.629639
	Iteration 173Q: 3 clusters Score -2.556301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 283886 members 
Entering Unmasked Estep 
Score: -25563012.000000 Penalty: 4082.629639
	Iteration 174Q: 3 clusters Score -2.556301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 283888 members 
Entering Unmasked Estep 
Score: -25563022.000000 Penalty: 4082.629639
	Iteration 175Q: 3 clusters Score -2.556302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 283889 members 
Entering Unmasked Estep 
Score: -25563024.000000 Penalty: 4082.629639
	Iteration 176Q: 3 clusters Score -2.556302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 283889 members 
Entering Unmasked Estep 
Score: -25563024.000000 Penalty: 4082.629639
	Iteration 177F: 3 clusters Score -2.556302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Entering Unmasked Estep 
Score: -244994.781250 Penalty: 1288.833740
	Iteration 0F: 2 clusters Score -244994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -242340.781250 Penalty: 2577.667480
	Iteration 0F: 3 clusters Score -242340.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -242978.093750 Penalty: 2577.667480
	Iteration 1F: 3 clusters Score -242978.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -243130.468750 Penalty: 2577.667480
	Iteration 2F: 3 clusters Score -243130.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -243221.093750 Penalty: 2577.667480
	Iteration 3F: 3 clusters Score -243221.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -243283.812500 Penalty: 2577.667480
	Iteration 4Q: 3 clusters Score -243283.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243320.921875 Penalty: 2577.667480
	Iteration 5Q: 3 clusters Score -243320.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -243361.390625 Penalty: 2577.667480
	Iteration 6Q: 3 clusters Score -243361.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -243389.171875 Penalty: 2577.667480
	Iteration 7Q: 3 clusters Score -243389.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -243421.468750 Penalty: 2577.667480
	Iteration 8Q: 3 clusters Score -243421.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -243449.515625 Penalty: 2577.667480
	Iteration 9Q: 3 clusters Score -243449.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -243480.343750 Penalty: 2577.667480
	Iteration 10Q: 3 clusters Score -243480.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -243505.468750 Penalty: 2577.667480
	Iteration 11Q: 3 clusters Score -243505.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -243518.640625 Penalty: 2577.667480
	Iteration 12Q: 3 clusters Score -243518.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -243531.859375 Penalty: 2577.667480
	Iteration 13Q: 3 clusters Score -243531.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -243547.281250 Penalty: 2577.667480
	Iteration 14Q: 3 clusters Score -243547.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -243557.734375 Penalty: 2577.667480
	Iteration 15Q: 3 clusters Score -243557.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -243565.562500 Penalty: 2577.667480
	Iteration 16Q: 3 clusters Score -243565.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -243576.328125 Penalty: 2577.667480
	Iteration 17Q: 3 clusters Score -243576.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243585.671875 Penalty: 2577.667480
	Iteration 18Q: 3 clusters Score -243585.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243593.843750 Penalty: 2577.667480
	Iteration 19Q: 3 clusters Score -243593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -243599.078125 Penalty: 2577.667480
	Iteration 20F: 3 clusters Score -243599.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243602.750000 Penalty: 2577.667480
	Iteration 21Q: 3 clusters Score -243602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -243606.234375 Penalty: 2577.667480
	Iteration 22Q: 3 clusters Score -243606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243606.468750 Penalty: 2577.667480
	Iteration 23Q: 3 clusters Score -243606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243606.906250 Penalty: 2577.667480
	Iteration 24Q: 3 clusters Score -243606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -243607.546875 Penalty: 2577.667480
	Iteration 25Q: 3 clusters Score -243607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243608.000000 Penalty: 2577.667480
	Iteration 26Q: 3 clusters Score -243608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243608.500000 Penalty: 2577.667480
	Iteration 27Q: 3 clusters Score -243608.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -243609.343750 Penalty: 2577.667480
	Iteration 28Q: 3 clusters Score -243609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -243610.218750 Penalty: 2577.667480
	Iteration 29Q: 3 clusters Score -243610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -243611.171875 Penalty: 2577.667480
	Iteration 30Q: 3 clusters Score -243611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -243611.156250 Penalty: 2577.667480
	Iteration 31Q: 3 clusters Score -243611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243611.656250 Penalty: 2577.667480
	Iteration 32Q: 3 clusters Score -243611.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243611.656250 Penalty: 2577.667480
	Iteration 33F: 3 clusters Score -243611.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -17043.441406 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -17043.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16242.157227 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -16242.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -16335.524414 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -16335.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16353.770508 Penalty: 1770.189575
	Iteration 2Q: 3 clusters Score -16353.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16353.770508 Penalty: 1770.189575
	Iteration 3F: 3 clusters Score -16353.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -161656.156250 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -161656.2 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 952 members 
Entering Unmasked Estep 
Score: -159600.250000 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -159600.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -160013.062500 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -160013.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -160126.812500 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -160126.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -160183.515625 Penalty: 2457.871338
	Iteration 3Q: 3 clusters Score -160183.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -160221.078125 Penalty: 2457.871338
	Iteration 4Q: 3 clusters Score -160221.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -160246.031250 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -160246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160279.687500 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -160279.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -160311.265625 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -160311.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -160346.156250 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -160346.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -160379.796875 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -160379.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -160401.187500 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -160401.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -160421.109375 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -160421.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -160441.187500 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -160441.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -160464.921875 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -160464.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -160483.000000 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -160483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -160501.625000 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -160501.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -160519.687500 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -160519.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -160531.828125 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -160531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -160542.171875 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -160542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -160551.828125 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -160551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -160562.968750 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -160563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -160576.890625 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -160576.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -160596.531250 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -160596.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -160619.562500 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -160619.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -160637.656250 Penalty: 2457.871338
	Iteration 24Q: 3 clusters Score -160637.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -160652.078125 Penalty: 2457.871338
	Iteration 25Q: 3 clusters Score -160652.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -160665.078125 Penalty: 2457.871338
	Iteration 26Q: 3 clusters Score -160665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -160672.968750 Penalty: 2457.871338
	Iteration 27Q: 3 clusters Score -160673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -160677.015625 Penalty: 2457.871338
	Iteration 28Q: 3 clusters Score -160677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -160680.656250 Penalty: 2457.871338
	Iteration 29Q: 3 clusters Score -160680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -160682.296875 Penalty: 2457.871338
	Iteration 30Q: 3 clusters Score -160682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -160683.187500 Penalty: 2457.871338
	Iteration 31Q: 3 clusters Score -160683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -160684.796875 Penalty: 2457.871338
	Iteration 32Q: 3 clusters Score -160684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -160687.656250 Penalty: 2457.871338
	Iteration 33Q: 3 clusters Score -160687.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -160689.765625 Penalty: 2457.871338
	Iteration 34Q: 3 clusters Score -160689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -160693.234375 Penalty: 2457.871338
	Iteration 35Q: 3 clusters Score -160693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -160696.531250 Penalty: 2457.871338
	Iteration 36Q: 3 clusters Score -160696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -160698.531250 Penalty: 2457.871338
	Iteration 37Q: 3 clusters Score -160698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -160700.562500 Penalty: 2457.871338
	Iteration 38Q: 3 clusters Score -160700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -160702.937500 Penalty: 2457.871338
	Iteration 39Q: 3 clusters Score -160702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -160704.078125 Penalty: 2457.871338
	Iteration 40F: 3 clusters Score -160704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -160705.093750 Penalty: 2457.871338
	Iteration 41Q: 3 clusters Score -160705.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -160705.093750 Penalty: 2457.871338
	Iteration 42F: 3 clusters Score -160705.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Entering Unmasked Estep 
Score: -1567223.625000 Penalty: 1590.608032
	Iteration 0F: 2 clusters Score -1567224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1555054.625000 Penalty: 3181.216064
	Iteration 0F: 3 clusters Score -1555055 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1559478.625000 Penalty: 3181.216064
	Iteration 1F: 3 clusters Score -1559479 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1559832.875000 Penalty: 3181.216064
	Iteration 2F: 3 clusters Score -1559833 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1560186.500000 Penalty: 3181.216064
	Iteration 3Q: 3 clusters Score -1560186 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1560594.250000 Penalty: 3181.216064
	Iteration 4Q: 3 clusters Score -1560594 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1561096.500000 Penalty: 3181.216064
	Iteration 5F: 3 clusters Score -1561096 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1561702.375000 Penalty: 3181.216064
	Iteration 6F: 3 clusters Score -1561702 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1562375.750000 Penalty: 3181.216064
	Iteration 7F: 3 clusters Score -1562376 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1563123.625000 Penalty: 3181.216064
	Iteration 8F: 3 clusters Score -1563124 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1563884.000000 Penalty: 3181.216064
	Iteration 9F: 3 clusters Score -1563884 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1564524.500000 Penalty: 3181.216064
	Iteration 10Q: 3 clusters Score -1564524 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1564942.250000 Penalty: 3181.216064
	Iteration 11Q: 3 clusters Score -1564942 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1565201.250000 Penalty: 3181.216064
	Iteration 12Q: 3 clusters Score -1565201 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1565371.375000 Penalty: 3181.216064
	Iteration 13Q: 3 clusters Score -1565371 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1565476.500000 Penalty: 3181.216064
	Iteration 14Q: 3 clusters Score -1565476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1565535.125000 Penalty: 3181.216064
	Iteration 15Q: 3 clusters Score -1565535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1565590.250000 Penalty: 3181.216064
	Iteration 16Q: 3 clusters Score -1565590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1565629.375000 Penalty: 3181.216064
	Iteration 17Q: 3 clusters Score -1565629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1565665.500000 Penalty: 3181.216064
	Iteration 18Q: 3 clusters Score -1565666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1565685.750000 Penalty: 3181.216064
	Iteration 19Q: 3 clusters Score -1565686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1565707.250000 Penalty: 3181.216064
	Iteration 20F: 3 clusters Score -1565707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1565723.875000 Penalty: 3181.216064
	Iteration 21Q: 3 clusters Score -1565724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1565737.750000 Penalty: 3181.216064
	Iteration 22Q: 3 clusters Score -1565738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1565746.000000 Penalty: 3181.216064
	Iteration 23Q: 3 clusters Score -1565746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1565754.125000 Penalty: 3181.216064
	Iteration 24Q: 3 clusters Score -1565754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1565790.500000 Penalty: 3181.216064
	Iteration 25Q: 3 clusters Score -1565790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1565803.500000 Penalty: 3181.216064
	Iteration 26Q: 3 clusters Score -1565804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1565812.125000 Penalty: 3181.216064
	Iteration 27Q: 3 clusters Score -1565812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1565815.625000 Penalty: 3181.216064
	Iteration 28Q: 3 clusters Score -1565816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1565819.000000 Penalty: 3181.216064
	Iteration 29Q: 3 clusters Score -1565819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1565822.500000 Penalty: 3181.216064
	Iteration 30Q: 3 clusters Score -1565822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1565823.625000 Penalty: 3181.216064
	Iteration 31Q: 3 clusters Score -1565824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1565824.000000 Penalty: 3181.216064
	Iteration 32Q: 3 clusters Score -1565824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1565824.000000 Penalty: 3181.216064
	Iteration 33F: 3 clusters Score -1565824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Entering Unmasked Estep 
Score: -347537.625000 Penalty: 1338.762207
	Iteration 0F: 2 clusters Score -347537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -344320.187500 Penalty: 2677.524414
	Iteration 0F: 3 clusters Score -344320.2 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -345074.531250 Penalty: 2677.524414
	Iteration 1F: 3 clusters Score -345074.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -345195.656250 Penalty: 2677.524414
	Iteration 2F: 3 clusters Score -345195.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -345288.281250 Penalty: 2677.524414
	Iteration 3Q: 3 clusters Score -345288.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -345341.812500 Penalty: 2677.524414
	Iteration 4Q: 3 clusters Score -345341.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -345370.062500 Penalty: 2677.524414
	Iteration 5Q: 3 clusters Score -345370.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -345391.937500 Penalty: 2677.524414
	Iteration 6Q: 3 clusters Score -345391.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -345411.281250 Penalty: 2677.524414
	Iteration 7Q: 3 clusters Score -345411.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -345426.531250 Penalty: 2677.524414
	Iteration 8Q: 3 clusters Score -345426.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -345439.812500 Penalty: 2677.524414
	Iteration 9Q: 3 clusters Score -345439.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -345452.843750 Penalty: 2677.524414
	Iteration 10Q: 3 clusters Score -345452.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -345464.281250 Penalty: 2677.524414
	Iteration 11Q: 3 clusters Score -345464.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -345473.937500 Penalty: 2677.524414
	Iteration 12Q: 3 clusters Score -345473.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -345480.375000 Penalty: 2677.524414
	Iteration 13Q: 3 clusters Score -345480.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -345489.468750 Penalty: 2677.524414
	Iteration 14Q: 3 clusters Score -345489.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -345496.187500 Penalty: 2677.524414
	Iteration 15Q: 3 clusters Score -345496.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -345501.156250 Penalty: 2677.524414
	Iteration 16Q: 3 clusters Score -345501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -345505.250000 Penalty: 2677.524414
	Iteration 17Q: 3 clusters Score -345505.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -345511.906250 Penalty: 2677.524414
	Iteration 18Q: 3 clusters Score -345511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -345516.093750 Penalty: 2677.524414
	Iteration 19Q: 3 clusters Score -345516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -345519.968750 Penalty: 2677.524414
	Iteration 20F: 3 clusters Score -345520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -345522.437500 Penalty: 2677.524414
	Iteration 21Q: 3 clusters Score -345522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -345525.343750 Penalty: 2677.524414
	Iteration 22Q: 3 clusters Score -345525.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -345527.406250 Penalty: 2677.524414
	Iteration 23Q: 3 clusters Score -345527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -345530.718750 Penalty: 2677.524414
	Iteration 24Q: 3 clusters Score -345530.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -345531.656250 Penalty: 2677.524414
	Iteration 25Q: 3 clusters Score -345531.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -345533.718750 Penalty: 2677.524414
	Iteration 26Q: 3 clusters Score -345533.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -345534.468750 Penalty: 2677.524414
	Iteration 27Q: 3 clusters Score -345534.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -345535.031250 Penalty: 2677.524414
	Iteration 28Q: 3 clusters Score -345535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -345537.093750 Penalty: 2677.524414
	Iteration 29Q: 3 clusters Score -345537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -345537.000000 Penalty: 2677.524414
	Iteration 30Q: 3 clusters Score -345537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -345536.406250 Penalty: 2677.524414
	Iteration 31Q: 3 clusters Score -345536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -345536.406250 Penalty: 2677.524414
	Iteration 32F: 3 clusters Score -345536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -453140.906250 Penalty: 1385.241943
	Iteration 0F: 2 clusters Score -453140.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -449164.968750 Penalty: 2770.483887
	Iteration 0F: 3 clusters Score -449165 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -450212.500000 Penalty: 2770.483887
	Iteration 1F: 3 clusters Score -450212.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -450370.250000 Penalty: 2770.483887
	Iteration 2F: 3 clusters Score -450370.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -450489.312500 Penalty: 2770.483887
	Iteration 3Q: 3 clusters Score -450489.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -450591.468750 Penalty: 2770.483887
	Iteration 4Q: 3 clusters Score -450591.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -450675.500000 Penalty: 2770.483887
	Iteration 5Q: 3 clusters Score -450675.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -450775.343750 Penalty: 2770.483887
	Iteration 6Q: 3 clusters Score -450775.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -450877.468750 Penalty: 2770.483887
	Iteration 7Q: 3 clusters Score -450877.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -450972.812500 Penalty: 2770.483887
	Iteration 8Q: 3 clusters Score -450972.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -451064.500000 Penalty: 2770.483887
	Iteration 9Q: 3 clusters Score -451064.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -451143.093750 Penalty: 2770.483887
	Iteration 10Q: 3 clusters Score -451143.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -451206.968750 Penalty: 2770.483887
	Iteration 11Q: 3 clusters Score -451207 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -451263.937500 Penalty: 2770.483887
	Iteration 12Q: 3 clusters Score -451263.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -451314.343750 Penalty: 2770.483887
	Iteration 13Q: 3 clusters Score -451314.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -451352.718750 Penalty: 2770.483887
	Iteration 14Q: 3 clusters Score -451352.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -451377.281250 Penalty: 2770.483887
	Iteration 15Q: 3 clusters Score -451377.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -451400.000000 Penalty: 2770.483887
	Iteration 16Q: 3 clusters Score -451400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -451413.500000 Penalty: 2770.483887
	Iteration 17Q: 3 clusters Score -451413.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -451425.875000 Penalty: 2770.483887
	Iteration 18Q: 3 clusters Score -451425.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -451435.781250 Penalty: 2770.483887
	Iteration 19Q: 3 clusters Score -451435.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451443.500000 Penalty: 2770.483887
	Iteration 20F: 3 clusters Score -451443.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -451452.968750 Penalty: 2770.483887
	Iteration 21Q: 3 clusters Score -451453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -451464.187500 Penalty: 2770.483887
	Iteration 22Q: 3 clusters Score -451464.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -451472.593750 Penalty: 2770.483887
	Iteration 23Q: 3 clusters Score -451472.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -451488.125000 Penalty: 2770.483887
	Iteration 24Q: 3 clusters Score -451488.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -451501.000000 Penalty: 2770.483887
	Iteration 25Q: 3 clusters Score -451501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -451510.406250 Penalty: 2770.483887
	Iteration 26Q: 3 clusters Score -451510.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -451518.968750 Penalty: 2770.483887
	Iteration 27Q: 3 clusters Score -451519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -451530.750000 Penalty: 2770.483887
	Iteration 28Q: 3 clusters Score -451530.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -451541.000000 Penalty: 2770.483887
	Iteration 29Q: 3 clusters Score -451541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -451551.406250 Penalty: 2770.483887
	Iteration 30Q: 3 clusters Score -451551.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -451560.750000 Penalty: 2770.483887
	Iteration 31Q: 3 clusters Score -451560.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -451571.031250 Penalty: 2770.483887
	Iteration 32Q: 3 clusters Score -451571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -451582.093750 Penalty: 2770.483887
	Iteration 33Q: 3 clusters Score -451582.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -451587.093750 Penalty: 2770.483887
	Iteration 34Q: 3 clusters Score -451587.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -451590.906250 Penalty: 2770.483887
	Iteration 35Q: 3 clusters Score -451590.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -451593.218750 Penalty: 2770.483887
	Iteration 36Q: 3 clusters Score -451593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -451596.437500 Penalty: 2770.483887
	Iteration 37Q: 3 clusters Score -451596.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -451600.937500 Penalty: 2770.483887
	Iteration 38Q: 3 clusters Score -451600.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -451605.468750 Penalty: 2770.483887
	Iteration 39Q: 3 clusters Score -451605.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -451609.968750 Penalty: 2770.483887
	Iteration 40F: 3 clusters Score -451610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -451613.062500 Penalty: 2770.483887
	Iteration 41Q: 3 clusters Score -451613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -451614.468750 Penalty: 2770.483887
	Iteration 42Q: 3 clusters Score -451614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -451615.625000 Penalty: 2770.483887
	Iteration 43Q: 3 clusters Score -451615.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -451616.562500 Penalty: 2770.483887
	Iteration 44Q: 3 clusters Score -451616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -451616.968750 Penalty: 2770.483887
	Iteration 45Q: 3 clusters Score -451617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -451616.812500 Penalty: 2770.483887
	Iteration 46Q: 3 clusters Score -451616.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -451617.000000 Penalty: 2770.483887
	Iteration 47Q: 3 clusters Score -451617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -451618.125000 Penalty: 2770.483887
	Iteration 48Q: 3 clusters Score -451618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -451619.843750 Penalty: 2770.483887
	Iteration 49Q: 3 clusters Score -451619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -451619.875000 Penalty: 2770.483887
	Iteration 50Q: 3 clusters Score -451619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -451621.625000 Penalty: 2770.483887
	Iteration 51Q: 3 clusters Score -451621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -451621.968750 Penalty: 2770.483887
	Iteration 52Q: 3 clusters Score -451622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -451622.093750 Penalty: 2770.483887
	Iteration 53Q: 3 clusters Score -451622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -451624.093750 Penalty: 2770.483887
	Iteration 54Q: 3 clusters Score -451624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -451624.000000 Penalty: 2770.483887
	Iteration 55Q: 3 clusters Score -451624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -451624.000000 Penalty: 2770.483887
	Iteration 56F: 3 clusters Score -451624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -98875.382812 Penalty: 1143.944824
	Iteration 0F: 2 clusters Score -98875.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97345.367188 Penalty: 2287.889648
	Iteration 0F: 3 clusters Score -97345.37 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97605.593750 Penalty: 2287.889648
	Iteration 1F: 3 clusters Score -97605.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -97677.289062 Penalty: 2287.889648
	Iteration 2F: 3 clusters Score -97677.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97712.187500 Penalty: 2287.889648
	Iteration 3Q: 3 clusters Score -97712.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97733.671875 Penalty: 2287.889648
	Iteration 4Q: 3 clusters Score -97733.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -97744.171875 Penalty: 2287.889648
	Iteration 5Q: 3 clusters Score -97744.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -97749.265625 Penalty: 2287.889648
	Iteration 6Q: 3 clusters Score -97749.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97752.117188 Penalty: 2287.889648
	Iteration 7Q: 3 clusters Score -97752.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -97753.882812 Penalty: 2287.889648
	Iteration 8Q: 3 clusters Score -97753.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -97755.632812 Penalty: 2287.889648
	Iteration 9Q: 3 clusters Score -97755.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97756.742188 Penalty: 2287.889648
	Iteration 10Q: 3 clusters Score -97756.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97759.562500 Penalty: 2287.889648
	Iteration 11Q: 3 clusters Score -97759.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97764.273438 Penalty: 2287.889648
	Iteration 12Q: 3 clusters Score -97764.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97774.601562 Penalty: 2287.889648
	Iteration 13Q: 3 clusters Score -97774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97776.390625 Penalty: 2287.889648
	Iteration 14Q: 3 clusters Score -97776.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -97778.164062 Penalty: 2287.889648
	Iteration 15Q: 3 clusters Score -97778.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97779.726562 Penalty: 2287.889648
	Iteration 16Q: 3 clusters Score -97779.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97779.726562 Penalty: 2287.889648
	Iteration 17F: 3 clusters Score -97779.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Entering Unmasked Estep 
Score: -1545296.375000 Penalty: 1584.685059
	Iteration 0F: 2 clusters Score -1545296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1533482.500000 Penalty: 3169.370117
	Iteration 0F: 3 clusters Score -1533482 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1537783.750000 Penalty: 3169.370117
	Iteration 1F: 3 clusters Score -1537784 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1538199.000000 Penalty: 3169.370117
	Iteration 2F: 3 clusters Score -1538199 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1538679.250000 Penalty: 3169.370117
	Iteration 3F: 3 clusters Score -1538679 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1539291.500000 Penalty: 3169.370117
	Iteration 4F: 3 clusters Score -1539292 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1540002.625000 Penalty: 3169.370117
	Iteration 5F: 3 clusters Score -1540003 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1540650.125000 Penalty: 3169.370117
	Iteration 6F: 3 clusters Score -1540650 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1541259.375000 Penalty: 3169.370117
	Iteration 7F: 3 clusters Score -1541259 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1541765.125000 Penalty: 3169.370117
	Iteration 8Q: 3 clusters Score -1541765 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1542149.125000 Penalty: 3169.370117
	Iteration 9Q: 3 clusters Score -1542149 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1542439.625000 Penalty: 3169.370117
	Iteration 10Q: 3 clusters Score -1542440 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1542631.125000 Penalty: 3169.370117
	Iteration 11Q: 3 clusters Score -1542631 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1542760.875000 Penalty: 3169.370117
	Iteration 12Q: 3 clusters Score -1542761 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1542871.500000 Penalty: 3169.370117
	Iteration 13Q: 3 clusters Score -1542872 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1542956.250000 Penalty: 3169.370117
	Iteration 14Q: 3 clusters Score -1542956 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1543021.250000 Penalty: 3169.370117
	Iteration 15Q: 3 clusters Score -1543021 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1543071.625000 Penalty: 3169.370117
	Iteration 16Q: 3 clusters Score -1543072 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1543122.500000 Penalty: 3169.370117
	Iteration 17Q: 3 clusters Score -1543122 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1543172.750000 Penalty: 3169.370117
	Iteration 18Q: 3 clusters Score -1543173 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1543223.500000 Penalty: 3169.370117
	Iteration 19Q: 3 clusters Score -1543224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1543283.250000 Penalty: 3169.370117
	Iteration 20F: 3 clusters Score -1543283 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1543333.625000 Penalty: 3169.370117
	Iteration 21Q: 3 clusters Score -1543334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1543385.625000 Penalty: 3169.370117
	Iteration 22Q: 3 clusters Score -1543386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1543437.125000 Penalty: 3169.370117
	Iteration 23Q: 3 clusters Score -1543437 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1543487.250000 Penalty: 3169.370117
	Iteration 24Q: 3 clusters Score -1543487 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1543521.750000 Penalty: 3169.370117
	Iteration 25Q: 3 clusters Score -1543522 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1543556.875000 Penalty: 3169.370117
	Iteration 26Q: 3 clusters Score -1543557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1543577.750000 Penalty: 3169.370117
	Iteration 27Q: 3 clusters Score -1543578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1543596.625000 Penalty: 3169.370117
	Iteration 28Q: 3 clusters Score -1543597 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1543621.000000 Penalty: 3169.370117
	Iteration 29Q: 3 clusters Score -1543621 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1543642.125000 Penalty: 3169.370117
	Iteration 30Q: 3 clusters Score -1543642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1543660.625000 Penalty: 3169.370117
	Iteration 31Q: 3 clusters Score -1543661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1543682.375000 Penalty: 3169.370117
	Iteration 32Q: 3 clusters Score -1543682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1543699.750000 Penalty: 3169.370117
	Iteration 33Q: 3 clusters Score -1543700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1543709.375000 Penalty: 3169.370117
	Iteration 34Q: 3 clusters Score -1543709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1543731.125000 Penalty: 3169.370117
	Iteration 35Q: 3 clusters Score -1543731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1543746.250000 Penalty: 3169.370117
	Iteration 36Q: 3 clusters Score -1543746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1543763.125000 Penalty: 3169.370117
	Iteration 37Q: 3 clusters Score -1543763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1543773.625000 Penalty: 3169.370117
	Iteration 38Q: 3 clusters Score -1543774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1543788.125000 Penalty: 3169.370117
	Iteration 39Q: 3 clusters Score -1543788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -1543795.000000 Penalty: 3169.370117
	Iteration 40F: 3 clusters Score -1543795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -1543810.000000 Penalty: 3169.370117
	Iteration 41Q: 3 clusters Score -1543810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1543820.000000 Penalty: 3169.370117
	Iteration 42Q: 3 clusters Score -1543820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1543833.125000 Penalty: 3169.370117
	Iteration 43Q: 3 clusters Score -1543833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1543843.125000 Penalty: 3169.370117
	Iteration 44Q: 3 clusters Score -1543843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1543852.750000 Penalty: 3169.370117
	Iteration 45Q: 3 clusters Score -1543853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1543861.375000 Penalty: 3169.370117
	Iteration 46Q: 3 clusters Score -1543861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1543865.500000 Penalty: 3169.370117
	Iteration 47Q: 3 clusters Score -1543866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1543868.625000 Penalty: 3169.370117
	Iteration 48Q: 3 clusters Score -1543869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1543872.750000 Penalty: 3169.370117
	Iteration 49Q: 3 clusters Score -1543873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1543877.625000 Penalty: 3169.370117
	Iteration 50Q: 3 clusters Score -1543878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1543881.875000 Penalty: 3169.370117
	Iteration 51Q: 3 clusters Score -1543882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -1543884.625000 Penalty: 3169.370117
	Iteration 52Q: 3 clusters Score -1543885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1543888.250000 Penalty: 3169.370117
	Iteration 53Q: 3 clusters Score -1543888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1543894.625000 Penalty: 3169.370117
	Iteration 54Q: 3 clusters Score -1543895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1543896.500000 Penalty: 3169.370117
	Iteration 55Q: 3 clusters Score -1543896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -1543895.875000 Penalty: 3169.370117
	Iteration 56Q: 3 clusters Score -1543896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1543899.500000 Penalty: 3169.370117
	Iteration 57Q: 3 clusters Score -1543900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1543905.125000 Penalty: 3169.370117
	Iteration 58Q: 3 clusters Score -1543905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1543905.500000 Penalty: 3169.370117
	Iteration 59Q: 3 clusters Score -1543906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1543905.125000 Penalty: 3169.370117
	Iteration 60F: 3 clusters Score -1543905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1543905.750000 Penalty: 3169.370117
	Iteration 61Q: 3 clusters Score -1543906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1543905.750000 Penalty: 3169.370117
	Iteration 62F: 3 clusters Score -1543906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -368038.156250 Penalty: 1354.234497
	Iteration 0F: 2 clusters Score -368038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -364567.812500 Penalty: 2708.468994
	Iteration 0F: 3 clusters Score -364567.8 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -365516.000000 Penalty: 2708.468994
	Iteration 1F: 3 clusters Score -365516 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -365715.437500 Penalty: 2708.468994
	Iteration 2F: 3 clusters Score -365715.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -365877.250000 Penalty: 2708.468994
	Iteration 3F: 3 clusters Score -365877.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -366014.625000 Penalty: 2708.468994
	Iteration 4Q: 3 clusters Score -366014.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -366108.562500 Penalty: 2708.468994
	Iteration 5Q: 3 clusters Score -366108.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -366184.437500 Penalty: 2708.468994
	Iteration 6Q: 3 clusters Score -366184.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -366258.281250 Penalty: 2708.468994
	Iteration 7Q: 3 clusters Score -366258.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -366325.093750 Penalty: 2708.468994
	Iteration 8Q: 3 clusters Score -366325.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -366399.312500 Penalty: 2708.468994
	Iteration 9Q: 3 clusters Score -366399.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -366464.781250 Penalty: 2708.468994
	Iteration 10Q: 3 clusters Score -366464.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -366529.218750 Penalty: 2708.468994
	Iteration 11Q: 3 clusters Score -366529.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -366592.406250 Penalty: 2708.468994
	Iteration 12Q: 3 clusters Score -366592.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -366641.843750 Penalty: 2708.468994
	Iteration 13Q: 3 clusters Score -366641.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -366690.968750 Penalty: 2708.468994
	Iteration 14Q: 3 clusters Score -366691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -366732.375000 Penalty: 2708.468994
	Iteration 15Q: 3 clusters Score -366732.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -366768.000000 Penalty: 2708.468994
	Iteration 16Q: 3 clusters Score -366768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -366788.375000 Penalty: 2708.468994
	Iteration 17Q: 3 clusters Score -366788.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -366807.812500 Penalty: 2708.468994
	Iteration 18Q: 3 clusters Score -366807.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -366819.000000 Penalty: 2708.468994
	Iteration 19Q: 3 clusters Score -366819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -366826.843750 Penalty: 2708.468994
	Iteration 20F: 3 clusters Score -366826.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -366835.812500 Penalty: 2708.468994
	Iteration 21Q: 3 clusters Score -366835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -366841.656250 Penalty: 2708.468994
	Iteration 22Q: 3 clusters Score -366841.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -366846.843750 Penalty: 2708.468994
	Iteration 23Q: 3 clusters Score -366846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -366847.937500 Penalty: 2708.468994
	Iteration 24Q: 3 clusters Score -366847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -366847.937500 Penalty: 2708.468994
	Iteration 25Q: 3 clusters Score -366847.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -366847.937500 Penalty: 2708.468994
	Iteration 26F: 3 clusters Score -366847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -396951.312500 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -396951.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -393394.843750 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -393394.8 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -394241.875000 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -394241.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -394393.343750 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -394393.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -394486.625000 Penalty: 2723.275635
	Iteration 3Q: 3 clusters Score -394486.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -394550.187500 Penalty: 2723.275635
	Iteration 4Q: 3 clusters Score -394550.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -394600.093750 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -394600.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -394643.437500 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -394643.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -394682.218750 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -394682.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -394705.000000 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -394705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -394719.812500 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -394719.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -394732.937500 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -394732.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -394745.500000 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -394745.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -394756.718750 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -394756.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -394771.562500 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -394771.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -394787.250000 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -394787.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -394801.062500 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -394801.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -394812.593750 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -394812.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -394833.375000 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -394833.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -394860.093750 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -394860.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -394888.937500 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -394888.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -394917.218750 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -394917.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -394945.656250 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -394945.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -394975.531250 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -394975.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -395003.062500 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -395003.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -395043.875000 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -395043.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -395083.062500 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -395083.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -395121.000000 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -395121 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -395162.062500 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -395162.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -395211.312500 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -395211.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -395260.031250 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -395260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -395312.250000 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -395312.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -395357.531250 Penalty: 2723.275635
	Iteration 31Q: 3 clusters Score -395357.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -395397.468750 Penalty: 2723.275635
	Iteration 32Q: 3 clusters Score -395397.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -395432.687500 Penalty: 2723.275635
	Iteration 33Q: 3 clusters Score -395432.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -395472.781250 Penalty: 2723.275635
	Iteration 34Q: 3 clusters Score -395472.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -395520.906250 Penalty: 2723.275635
	Iteration 35Q: 3 clusters Score -395520.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -395561.531250 Penalty: 2723.275635
	Iteration 36Q: 3 clusters Score -395561.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -395597.750000 Penalty: 2723.275635
	Iteration 37Q: 3 clusters Score -395597.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -395628.468750 Penalty: 2723.275635
	Iteration 38Q: 3 clusters Score -395628.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -395656.218750 Penalty: 2723.275635
	Iteration 39Q: 3 clusters Score -395656.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -395679.468750 Penalty: 2723.275635
	Iteration 40F: 3 clusters Score -395679.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -395699.656250 Penalty: 2723.275635
	Iteration 41Q: 3 clusters Score -395699.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -395724.656250 Penalty: 2723.275635
	Iteration 42Q: 3 clusters Score -395724.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -395741.468750 Penalty: 2723.275635
	Iteration 43Q: 3 clusters Score -395741.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -395749.093750 Penalty: 2723.275635
	Iteration 44Q: 3 clusters Score -395749.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -395759.875000 Penalty: 2723.275635
	Iteration 45Q: 3 clusters Score -395759.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -395770.843750 Penalty: 2723.275635
	Iteration 46Q: 3 clusters Score -395770.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -395780.812500 Penalty: 2723.275635
	Iteration 47Q: 3 clusters Score -395780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -395783.218750 Penalty: 2723.275635
	Iteration 48Q: 3 clusters Score -395783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -395785.406250 Penalty: 2723.275635
	Iteration 49Q: 3 clusters Score -395785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -395788.500000 Penalty: 2723.275635
	Iteration 50Q: 3 clusters Score -395788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -395791.375000 Penalty: 2723.275635
	Iteration 51Q: 3 clusters Score -395791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -395796.031250 Penalty: 2723.275635
	Iteration 52Q: 3 clusters Score -395796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -395804.062500 Penalty: 2723.275635
	Iteration 53Q: 3 clusters Score -395804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -395812.562500 Penalty: 2723.275635
	Iteration 54Q: 3 clusters Score -395812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -395816.625000 Penalty: 2723.275635
	Iteration 55Q: 3 clusters Score -395816.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -395819.500000 Penalty: 2723.275635
	Iteration 56Q: 3 clusters Score -395819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -395821.781250 Penalty: 2723.275635
	Iteration 57Q: 3 clusters Score -395821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -395822.562500 Penalty: 2723.275635
	Iteration 58Q: 3 clusters Score -395822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -395823.937500 Penalty: 2723.275635
	Iteration 59Q: 3 clusters Score -395823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -395824.843750 Penalty: 2723.275635
	Iteration 60F: 3 clusters Score -395824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -566595.375000 Penalty: 1420.979248
	Iteration 0F: 2 clusters Score -566595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -561786.250000 Penalty: 2841.958496
	Iteration 0F: 3 clusters Score -561786.2 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -563225.875000 Penalty: 2841.958496
	Iteration 1F: 3 clusters Score -563225.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -563504.562500 Penalty: 2841.958496
	Iteration 2F: 3 clusters Score -563504.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -563716.687500 Penalty: 2841.958496
	Iteration 3F: 3 clusters Score -563716.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -563913.000000 Penalty: 2841.958496
	Iteration 4F: 3 clusters Score -563913 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -564130.437500 Penalty: 2841.958496
	Iteration 5Q: 3 clusters Score -564130.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -564400.437500 Penalty: 2841.958496
	Iteration 6F: 3 clusters Score -564400.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -564656.625000 Penalty: 2841.958496
	Iteration 7Q: 3 clusters Score -564656.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -564897.437500 Penalty: 2841.958496
	Iteration 8Q: 3 clusters Score -564897.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -565044.937500 Penalty: 2841.958496
	Iteration 9Q: 3 clusters Score -565044.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -565144.812500 Penalty: 2841.958496
	Iteration 10Q: 3 clusters Score -565144.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -565208.187500 Penalty: 2841.958496
	Iteration 11Q: 3 clusters Score -565208.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -565257.437500 Penalty: 2841.958496
	Iteration 12Q: 3 clusters Score -565257.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -565286.250000 Penalty: 2841.958496
	Iteration 13Q: 3 clusters Score -565286.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -565304.437500 Penalty: 2841.958496
	Iteration 14Q: 3 clusters Score -565304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -565323.500000 Penalty: 2841.958496
	Iteration 15Q: 3 clusters Score -565323.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -565336.125000 Penalty: 2841.958496
	Iteration 16Q: 3 clusters Score -565336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -565347.625000 Penalty: 2841.958496
	Iteration 17Q: 3 clusters Score -565347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -565358.250000 Penalty: 2841.958496
	Iteration 18Q: 3 clusters Score -565358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -565361.500000 Penalty: 2841.958496
	Iteration 19Q: 3 clusters Score -565361.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -565368.750000 Penalty: 2841.958496
	Iteration 20F: 3 clusters Score -565368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -565375.750000 Penalty: 2841.958496
	Iteration 21Q: 3 clusters Score -565375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -565383.000000 Penalty: 2841.958496
	Iteration 22Q: 3 clusters Score -565383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -565385.812500 Penalty: 2841.958496
	Iteration 23Q: 3 clusters Score -565385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -565386.062500 Penalty: 2841.958496
	Iteration 24Q: 3 clusters Score -565386.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -565386.062500 Penalty: 2841.958496
	Iteration 25F: 3 clusters Score -565386.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -107527.468750 Penalty: 1150.640991
	Iteration 0F: 2 clusters Score -107527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105980.578125 Penalty: 2301.281982
	Iteration 0F: 3 clusters Score -105980.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106252.070312 Penalty: 2301.281982
	Iteration 1F: 3 clusters Score -106252.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106333.476562 Penalty: 2301.281982
	Iteration 2F: 3 clusters Score -106333.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106364.562500 Penalty: 2301.281982
	Iteration 3Q: 3 clusters Score -106364.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106386.445312 Penalty: 2301.281982
	Iteration 4Q: 3 clusters Score -106386.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -106394.882812 Penalty: 2301.281982
	Iteration 5Q: 3 clusters Score -106394.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106399.765625 Penalty: 2301.281982
	Iteration 6Q: 3 clusters Score -106399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106406.226562 Penalty: 2301.281982
	Iteration 7Q: 3 clusters Score -106406.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -106413.234375 Penalty: 2301.281982
	Iteration 8Q: 3 clusters Score -106413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -106419.132812 Penalty: 2301.281982
	Iteration 9Q: 3 clusters Score -106419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -106426.656250 Penalty: 2301.281982
	Iteration 10Q: 3 clusters Score -106426.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -106431.062500 Penalty: 2301.281982
	Iteration 11Q: 3 clusters Score -106431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -106433.296875 Penalty: 2301.281982
	Iteration 12Q: 3 clusters Score -106433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -106433.578125 Penalty: 2301.281982
	Iteration 13Q: 3 clusters Score -106433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -106434.125000 Penalty: 2301.281982
	Iteration 14Q: 3 clusters Score -106434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -106435.820312 Penalty: 2301.281982
	Iteration 15Q: 3 clusters Score -106435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106437.335938 Penalty: 2301.281982
	Iteration 16Q: 3 clusters Score -106437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -106437.804688 Penalty: 2301.281982
	Iteration 17Q: 3 clusters Score -106437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -106438.445312 Penalty: 2301.281982
	Iteration 18Q: 3 clusters Score -106438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106438.546875 Penalty: 2301.281982
	Iteration 19Q: 3 clusters Score -106438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106438.546875 Penalty: 2301.281982
	Iteration 20F: 3 clusters Score -106438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 18513 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135484 members 
Mstep: Class 8 contains 285483 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 14 contains 17825 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 5037 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17187 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 6276 members 
Mstep: Class 22 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686540.000000 Penalty: 42806.605469
Iteration 119Q: 21 clusters Score -4.568654e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 18515 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135510 members 
Mstep: Class 8 contains 285491 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 5108 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17187 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686592.000000 Penalty: 42806.605469
Iteration 120F: 21 clusters Score -4.568659e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 18517 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135540 members 
Mstep: Class 8 contains 285485 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 5176 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17191 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686548.000000 Penalty: 42806.605469
Iteration 121Q: 21 clusters Score -4.568655e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 18520 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135565 members 
Mstep: Class 8 contains 285482 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 14 contains 17517 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17195 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 6271 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686556.000000 Penalty: 42806.605469
Iteration 122Q: 21 clusters Score -4.568656e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135587 members 
Mstep: Class 8 contains 285471 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 17424 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 5330 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17195 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686508.000000 Penalty: 42806.605469
Iteration 123Q: 21 clusters Score -4.568651e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7827 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135608 members 
Mstep: Class 8 contains 285468 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 17335 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 5403 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 6270 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686508.000000 Penalty: 42806.605469
Iteration 124Q: 21 clusters Score -4.568651e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135628 members 
Mstep: Class 8 contains 285468 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 17252 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 5475 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17190 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686576.000000 Penalty: 42806.605469
Iteration 125Q: 21 clusters Score -4.568658e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135655 members 
Mstep: Class 8 contains 285458 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686604.000000 Penalty: 42806.605469
Iteration 126Q: 21 clusters Score -4.56866e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135668 members 
Mstep: Class 8 contains 285447 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 17094 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17192 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686644.000000 Penalty: 42806.605469
Iteration 127Q: 21 clusters Score -4.568664e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135688 members 
Mstep: Class 8 contains 285431 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 14 contains 17015 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17192 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 6262 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686668.000000 Penalty: 42806.605469
Iteration 128Q: 21 clusters Score -4.568667e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7819 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135712 members 
Mstep: Class 8 contains 285429 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 16916 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 5776 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686700.000000 Penalty: 42806.605469
Iteration 129Q: 21 clusters Score -4.56867e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7820 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135732 members 
Mstep: Class 8 contains 285424 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 16821 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 16 contains 5859 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686800.000000 Penalty: 42806.605469
Iteration 130Q: 21 clusters Score -4.56868e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135747 members 
Mstep: Class 8 contains 285409 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 16726 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 16 contains 5955 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17186 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686772.000000 Penalty: 42806.605469
Iteration 131Q: 21 clusters Score -4.568677e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135765 members 
Mstep: Class 8 contains 285388 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 14 contains 16623 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 16 contains 6058 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17187 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686692.000000 Penalty: 42806.605469
Iteration 132Q: 21 clusters Score -4.568669e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135791 members 
Mstep: Class 8 contains 285367 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 16509 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 16 contains 6163 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17188 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686760.000000 Penalty: 42806.605469
Iteration 133Q: 21 clusters Score -4.568676e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7822 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135806 members 
Mstep: Class 8 contains 285345 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 14 contains 16397 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17191 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686880.000000 Penalty: 42806.605469
Iteration 134Q: 21 clusters Score -4.568688e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7819 members 
Mstep: Class 3 contains 18524 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135834 members 
Mstep: Class 8 contains 285329 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 16265 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17192 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686908.000000 Penalty: 42806.605469
Iteration 135Q: 21 clusters Score -4.568691e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 18526 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135869 members 
Mstep: Class 8 contains 285312 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 16123 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 6520 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17192 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686948.000000 Penalty: 42806.605469
Iteration 136Q: 21 clusters Score -4.568695e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7812 members 
Mstep: Class 3 contains 18529 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135912 members 
Mstep: Class 8 contains 285292 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 14 contains 15979 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 6642 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 17194 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686936.000000 Penalty: 42806.605469
Iteration 137Q: 21 clusters Score -4.568694e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7810 members 
Mstep: Class 3 contains 18531 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135963 members 
Mstep: Class 8 contains 285270 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 14 contains 15829 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 17195 members 
Mstep: Class 19 contains 4177 members 
Mstep: Class 20 contains 4361 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687016.000000 Penalty: 42806.605469
Iteration 138Q: 21 clusters Score -4.568702e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 18534 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 135985 members 
Mstep: Class 8 contains 285253 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1917 members 
Mstep: Class 14 contains 15695 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 6882 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17194 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687064.000000 Penalty: 42806.605469
Iteration 139Q: 21 clusters Score -4.568706e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7809 members 
Mstep: Class 3 contains 18534 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136014 members 
Mstep: Class 8 contains 285227 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 14 contains 15557 members 
Mstep: Class 15 contains 3794 members 
Mstep: Class 16 contains 7018 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17194 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6251 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687056.000000 Penalty: 42806.605469
Iteration 140F: 21 clusters Score -4.568706e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7808 members 
Mstep: Class 3 contains 18533 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136047 members 
Mstep: Class 8 contains 285213 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 14 contains 15364 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 7196 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17195 members 
Mstep: Class 19 contains 4183 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6247 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687228.000000 Penalty: 42806.605469
Iteration 141Q: 21 clusters Score -4.568723e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 18532 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136067 members 
Mstep: Class 8 contains 285180 members 
Mstep: Class 9 contains 2784 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 14 contains 15148 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 7435 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17199 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 4363 members 
Mstep: Class 21 contains 6239 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687436.000000 Penalty: 42806.605469
Iteration 142Q: 21 clusters Score -4.568744e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7802 members 
Mstep: Class 3 contains 18531 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136094 members 
Mstep: Class 8 contains 285148 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1887 members 
Mstep: Class 14 contains 14888 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17207 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 4364 members 
Mstep: Class 21 contains 6232 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687672.000000 Penalty: 42806.605469
Iteration 143Q: 21 clusters Score -4.568767e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7802 members 
Mstep: Class 3 contains 18531 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2274 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136129 members 
Mstep: Class 8 contains 285118 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 14 contains 14563 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 8034 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17209 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45687984.000000 Penalty: 42806.605469
Iteration 144Q: 21 clusters Score -4.568798e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7798 members 
Mstep: Class 3 contains 18531 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136172 members 
Mstep: Class 8 contains 285070 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1865 members 
Mstep: Class 14 contains 14218 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 8389 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17207 members 
Mstep: Class 19 contains 4212 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 6220 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45688436.000000 Penalty: 42806.605469
Iteration 145Q: 21 clusters Score -4.568844e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7795 members 
Mstep: Class 3 contains 18531 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136197 members 
Mstep: Class 8 contains 285004 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 14 contains 13861 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 8786 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17213 members 
Mstep: Class 19 contains 4230 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 6213 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45688952.000000 Penalty: 42806.605469
Iteration 146Q: 21 clusters Score -4.568895e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7792 members 
Mstep: Class 3 contains 18532 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136233 members 
Mstep: Class 8 contains 284931 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 233 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 14 contains 13538 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 9141 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 17219 members 
Mstep: Class 19 contains 4249 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6206 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689528.000000 Penalty: 42806.605469
Iteration 147Q: 21 clusters Score -4.568953e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7787 members 
Mstep: Class 3 contains 18525 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136262 members 
Mstep: Class 8 contains 284878 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 14 contains 13257 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 9453 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 17225 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 4359 members 
Mstep: Class 21 contains 6198 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690020.000000 Penalty: 42806.605469
Iteration 148Q: 21 clusters Score -4.569002e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7786 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 2273 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136310 members 
Mstep: Class 8 contains 284805 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 14 contains 13065 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 17236 members 
Mstep: Class 19 contains 4299 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 6197 members 
Mstep: Class 22 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690560.000000 Penalty: 42806.605469
Iteration 149Q: 21 clusters Score -4.569056e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 18518 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136354 members 
Mstep: Class 8 contains 284731 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1840 members 
Mstep: Class 14 contains 12962 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 16 contains 9753 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 17252 members 
Mstep: Class 19 contains 4309 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 6197 members 
Mstep: Class 22 contains 1180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690736.000000 Penalty: 42806.605469
Iteration 150Q: 21 clusters Score -4.569074e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7771 members 
Mstep: Class 3 contains 18515 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136429 members 
Mstep: Class 8 contains 284659 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1863 members 
Mstep: Class 14 contains 12885 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 9803 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 17256 members 
Mstep: Class 19 contains 4320 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690852.000000 Penalty: 42806.605469
Iteration 151Q: 21 clusters Score -4.569085e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7761 members 
Mstep: Class 3 contains 18509 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136484 members 
Mstep: Class 8 contains 284587 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1877 members 
Mstep: Class 14 contains 12881 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 17267 members 
Mstep: Class 19 contains 4322 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690840.000000 Penalty: 42806.605469
Iteration 152Q: 21 clusters Score -4.569084e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7757 members 
Mstep: Class 3 contains 18505 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136527 members 
Mstep: Class 8 contains 284537 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1890 members 
Mstep: Class 14 contains 12870 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 9826 members 
Mstep: Class 17 contains 1122 members 
Mstep: Class 18 contains 17275 members 
Mstep: Class 19 contains 4328 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690888.000000 Penalty: 42806.605469
Iteration 153Q: 21 clusters Score -4.569089e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7754 members 
Mstep: Class 3 contains 18505 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136579 members 
Mstep: Class 8 contains 284494 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1902 members 
Mstep: Class 14 contains 12866 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 17276 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 6185 members 
Mstep: Class 22 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690940.000000 Penalty: 42806.605469
Iteration 154Q: 21 clusters Score -4.569094e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7750 members 
Mstep: Class 3 contains 18503 members 
Mstep: Class 4 contains 2388 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136586 members 
Mstep: Class 8 contains 284444 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 14 contains 12882 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 9830 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 4333 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 6183 members 
Mstep: Class 22 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691008.000000 Penalty: 42806.605469
Iteration 155Q: 21 clusters Score -4.569101e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7747 members 
Mstep: Class 3 contains 18509 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136592 members 
Mstep: Class 8 contains 284406 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 14 contains 12909 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 9837 members 
Mstep: Class 17 contains 1108 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 6179 members 
Mstep: Class 22 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691028.000000 Penalty: 42806.605469
Iteration 156Q: 21 clusters Score -4.569103e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7744 members 
Mstep: Class 3 contains 18513 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136581 members 
Mstep: Class 8 contains 284380 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1911 members 
Mstep: Class 14 contains 12937 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 16 contains 9840 members 
Mstep: Class 17 contains 1101 members 
Mstep: Class 18 contains 17287 members 
Mstep: Class 19 contains 4345 members 
Mstep: Class 20 contains 4346 members 
Mstep: Class 21 contains 6173 members 
Mstep: Class 22 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691072.000000 Penalty: 42806.605469
Iteration 157Q: 21 clusters Score -4.569107e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7741 members 
Mstep: Class 3 contains 18514 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136584 members 
Mstep: Class 8 contains 284372 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1912 members 
Mstep: Class 14 contains 12958 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 16 contains 9838 members 
Mstep: Class 17 contains 1097 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 4346 members 
Mstep: Class 21 contains 6164 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691084.000000 Penalty: 42806.605469
Iteration 158Q: 21 clusters Score -4.569108e+07 nChanged 121
Entering ConstructFrom: 
Score: -45691084.000000 Penalty: 42806.605469
Entering ConstructFrom: 
Trying to split cluster 1 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -508979.812500 Penalty: 1402.952271
	Iteration 0F: 2 clusters Score -508979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -504648.312500 Penalty: 2805.904541
	Iteration 0F: 3 clusters Score -504648.3 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -505807.406250 Penalty: 2805.904541
	Iteration 1F: 3 clusters Score -505807.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -505988.500000 Penalty: 2805.904541
	Iteration 2F: 3 clusters Score -505988.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -506128.750000 Penalty: 2805.904541
	Iteration 3Q: 3 clusters Score -506128.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -506258.406250 Penalty: 2805.904541
	Iteration 4Q: 3 clusters Score -506258.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -506385.000000 Penalty: 2805.904541
	Iteration 5Q: 3 clusters Score -506385 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -506520.750000 Penalty: 2805.904541
	Iteration 6Q: 3 clusters Score -506520.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -506677.468750 Penalty: 2805.904541
	Iteration 7Q: 3 clusters Score -506677.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -506861.625000 Penalty: 2805.904541
	Iteration 8Q: 3 clusters Score -506861.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -507058.312500 Penalty: 2805.904541
	Iteration 9Q: 3 clusters Score -507058.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -507252.500000 Penalty: 2805.904541
	Iteration 10Q: 3 clusters Score -507252.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -507425.250000 Penalty: 2805.904541
	Iteration 11Q: 3 clusters Score -507425.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -507552.343750 Penalty: 2805.904541
	Iteration 12Q: 3 clusters Score -507552.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -507637.343750 Penalty: 2805.904541
	Iteration 13Q: 3 clusters Score -507637.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -507708.062500 Penalty: 2805.904541
	Iteration 14Q: 3 clusters Score -507708.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -507748.000000 Penalty: 2805.904541
	Iteration 15Q: 3 clusters Score -507748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -507773.218750 Penalty: 2805.904541
	Iteration 16Q: 3 clusters Score -507773.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -507793.031250 Penalty: 2805.904541
	Iteration 17Q: 3 clusters Score -507793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -507804.375000 Penalty: 2805.904541
	Iteration 18Q: 3 clusters Score -507804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -507814.312500 Penalty: 2805.904541
	Iteration 19Q: 3 clusters Score -507814.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -507822.468750 Penalty: 2805.904541
	Iteration 20F: 3 clusters Score -507822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -507827.750000 Penalty: 2805.904541
	Iteration 21Q: 3 clusters Score -507827.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -507832.375000 Penalty: 2805.904541
	Iteration 22Q: 3 clusters Score -507832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -507834.937500 Penalty: 2805.904541
	Iteration 23Q: 3 clusters Score -507834.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -507838.500000 Penalty: 2805.904541
	Iteration 24Q: 3 clusters Score -507838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -507841.968750 Penalty: 2805.904541
	Iteration 25Q: 3 clusters Score -507842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -507845.218750 Penalty: 2805.904541
	Iteration 26Q: 3 clusters Score -507845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -507847.812500 Penalty: 2805.904541
	Iteration 27Q: 3 clusters Score -507847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -507850.437500 Penalty: 2805.904541
	Iteration 28Q: 3 clusters Score -507850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -507851.750000 Penalty: 2805.904541
	Iteration 29Q: 3 clusters Score -507851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -507852.531250 Penalty: 2805.904541
	Iteration 30Q: 3 clusters Score -507852.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -507852.531250 Penalty: 2805.904541
	Iteration 31F: 3 clusters Score -507852.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Entering Unmasked Estep 
Score: -691175.937500 Penalty: 1455.008545
	Iteration 0F: 2 clusters Score -691175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -685434.000000 Penalty: 2910.017090
	Iteration 0F: 3 clusters Score -685434 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -687294.687500 Penalty: 2910.017090
	Iteration 1F: 3 clusters Score -687294.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -687604.562500 Penalty: 2910.017090
	Iteration 2F: 3 clusters Score -687604.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -687878.250000 Penalty: 2910.017090
	Iteration 3F: 3 clusters Score -687878.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -688143.687500 Penalty: 2910.017090
	Iteration 4F: 3 clusters Score -688143.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -688395.062500 Penalty: 2910.017090
	Iteration 5F: 3 clusters Score -688395.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -688625.000000 Penalty: 2910.017090
	Iteration 6Q: 3 clusters Score -688625 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -688873.375000 Penalty: 2910.017090
	Iteration 7Q: 3 clusters Score -688873.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -689131.562500 Penalty: 2910.017090
	Iteration 8Q: 3 clusters Score -689131.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -689330.437500 Penalty: 2910.017090
	Iteration 9Q: 3 clusters Score -689330.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -689476.500000 Penalty: 2910.017090
	Iteration 10Q: 3 clusters Score -689476.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -689556.812500 Penalty: 2910.017090
	Iteration 11Q: 3 clusters Score -689556.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -689609.812500 Penalty: 2910.017090
	Iteration 12Q: 3 clusters Score -689609.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -689648.750000 Penalty: 2910.017090
	Iteration 13Q: 3 clusters Score -689648.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -689672.062500 Penalty: 2910.017090
	Iteration 14Q: 3 clusters Score -689672.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -689693.375000 Penalty: 2910.017090
	Iteration 15Q: 3 clusters Score -689693.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -689706.875000 Penalty: 2910.017090
	Iteration 16Q: 3 clusters Score -689706.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -689723.312500 Penalty: 2910.017090
	Iteration 17Q: 3 clusters Score -689723.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -689732.250000 Penalty: 2910.017090
	Iteration 18Q: 3 clusters Score -689732.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -689744.875000 Penalty: 2910.017090
	Iteration 19Q: 3 clusters Score -689744.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -689753.250000 Penalty: 2910.017090
	Iteration 20F: 3 clusters Score -689753.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -689764.312500 Penalty: 2910.017090
	Iteration 21Q: 3 clusters Score -689764.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -689773.750000 Penalty: 2910.017090
	Iteration 22Q: 3 clusters Score -689773.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -689779.687500 Penalty: 2910.017090
	Iteration 23Q: 3 clusters Score -689779.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -689788.437500 Penalty: 2910.017090
	Iteration 24Q: 3 clusters Score -689788.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -689799.000000 Penalty: 2910.017090
	Iteration 25Q: 3 clusters Score -689799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -689811.375000 Penalty: 2910.017090
	Iteration 26Q: 3 clusters Score -689811.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -689820.062500 Penalty: 2910.017090
	Iteration 27Q: 3 clusters Score -689820.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -689831.250000 Penalty: 2910.017090
	Iteration 28Q: 3 clusters Score -689831.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -689844.750000 Penalty: 2910.017090
	Iteration 29Q: 3 clusters Score -689844.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -689859.125000 Penalty: 2910.017090
	Iteration 30Q: 3 clusters Score -689859.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -689871.312500 Penalty: 2910.017090
	Iteration 31Q: 3 clusters Score -689871.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -689880.750000 Penalty: 2910.017090
	Iteration 32Q: 3 clusters Score -689880.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -689882.562500 Penalty: 2910.017090
	Iteration 33Q: 3 clusters Score -689882.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -689889.000000 Penalty: 2910.017090
	Iteration 34Q: 3 clusters Score -689889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -689892.500000 Penalty: 2910.017090
	Iteration 35Q: 3 clusters Score -689892.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -689896.937500 Penalty: 2910.017090
	Iteration 36Q: 3 clusters Score -689896.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -689901.250000 Penalty: 2910.017090
	Iteration 37Q: 3 clusters Score -689901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -689902.562500 Penalty: 2910.017090
	Iteration 38Q: 3 clusters Score -689902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -689906.500000 Penalty: 2910.017090
	Iteration 39Q: 3 clusters Score -689906.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -689907.875000 Penalty: 2910.017090
	Iteration 40F: 3 clusters Score -689907.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -689908.875000 Penalty: 2910.017090
	Iteration 41Q: 3 clusters Score -689908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -689912.125000 Penalty: 2910.017090
	Iteration 42Q: 3 clusters Score -689912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -689910.375000 Penalty: 2910.017090
	Iteration 43Q: 3 clusters Score -689910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -689912.687500 Penalty: 2910.017090
	Iteration 44Q: 3 clusters Score -689912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -689912.375000 Penalty: 2910.017090
	Iteration 45Q: 3 clusters Score -689912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -689912.375000 Penalty: 2910.017090
	Iteration 46F: 3 clusters Score -689912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Entering Unmasked Estep 
Score: -1565250.250000 Penalty: 1596.770874
	Iteration 0F: 2 clusters Score -1565250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1552629.250000 Penalty: 3193.541748
	Iteration 0F: 3 clusters Score -1552629 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1557043.250000 Penalty: 3193.541748
	Iteration 1F: 3 clusters Score -1557043 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1557467.625000 Penalty: 3193.541748
	Iteration 2F: 3 clusters Score -1557468 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1557872.500000 Penalty: 3193.541748
	Iteration 3Q: 3 clusters Score -1557872 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1558324.375000 Penalty: 3193.541748
	Iteration 4Q: 3 clusters Score -1558324 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1558886.500000 Penalty: 3193.541748
	Iteration 5Q: 3 clusters Score -1558886 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1559449.250000 Penalty: 3193.541748
	Iteration 6Q: 3 clusters Score -1559449 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1559936.500000 Penalty: 3193.541748
	Iteration 7Q: 3 clusters Score -1559936 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1560390.500000 Penalty: 3193.541748
	Iteration 8Q: 3 clusters Score -1560390 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1560790.625000 Penalty: 3193.541748
	Iteration 9Q: 3 clusters Score -1560791 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1561129.375000 Penalty: 3193.541748
	Iteration 10Q: 3 clusters Score -1561129 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1561435.125000 Penalty: 3193.541748
	Iteration 11Q: 3 clusters Score -1561435 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1561747.375000 Penalty: 3193.541748
	Iteration 12Q: 3 clusters Score -1561747 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1562045.000000 Penalty: 3193.541748
	Iteration 13Q: 3 clusters Score -1562045 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1562356.125000 Penalty: 3193.541748
	Iteration 14Q: 3 clusters Score -1562356 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1562635.375000 Penalty: 3193.541748
	Iteration 15Q: 3 clusters Score -1562635 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1562892.500000 Penalty: 3193.541748
	Iteration 16Q: 3 clusters Score -1562892 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1563091.625000 Penalty: 3193.541748
	Iteration 17Q: 3 clusters Score -1563092 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1563261.875000 Penalty: 3193.541748
	Iteration 18Q: 3 clusters Score -1563262 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1563389.625000 Penalty: 3193.541748
	Iteration 19Q: 3 clusters Score -1563390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -1563477.125000 Penalty: 3193.541748
	Iteration 20F: 3 clusters Score -1563477 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1563545.000000 Penalty: 3193.541748
	Iteration 21Q: 3 clusters Score -1563545 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1563619.875000 Penalty: 3193.541748
	Iteration 22Q: 3 clusters Score -1563620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -1563672.375000 Penalty: 3193.541748
	Iteration 23Q: 3 clusters Score -1563672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1563705.375000 Penalty: 3193.541748
	Iteration 24Q: 3 clusters Score -1563705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1563738.875000 Penalty: 3193.541748
	Iteration 25Q: 3 clusters Score -1563739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1563768.625000 Penalty: 3193.541748
	Iteration 26Q: 3 clusters Score -1563769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -1563791.875000 Penalty: 3193.541748
	Iteration 27Q: 3 clusters Score -1563792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1563807.875000 Penalty: 3193.541748
	Iteration 28Q: 3 clusters Score -1563808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1563817.750000 Penalty: 3193.541748
	Iteration 29Q: 3 clusters Score -1563818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1563825.375000 Penalty: 3193.541748
	Iteration 30Q: 3 clusters Score -1563825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1563829.250000 Penalty: 3193.541748
	Iteration 31Q: 3 clusters Score -1563829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1563832.625000 Penalty: 3193.541748
	Iteration 32Q: 3 clusters Score -1563833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1563836.500000 Penalty: 3193.541748
	Iteration 33Q: 3 clusters Score -1563836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1563837.625000 Penalty: 3193.541748
	Iteration 34Q: 3 clusters Score -1563838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1563841.000000 Penalty: 3193.541748
	Iteration 35Q: 3 clusters Score -1563841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1563847.500000 Penalty: 3193.541748
	Iteration 36Q: 3 clusters Score -1563848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1563854.375000 Penalty: 3193.541748
	Iteration 37Q: 3 clusters Score -1563854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -1563860.625000 Penalty: 3193.541748
	Iteration 38Q: 3 clusters Score -1563861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1563865.375000 Penalty: 3193.541748
	Iteration 39Q: 3 clusters Score -1563865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -1563868.750000 Penalty: 3193.541748
	Iteration 40F: 3 clusters Score -1563869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -1563872.000000 Penalty: 3193.541748
	Iteration 41Q: 3 clusters Score -1563872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1563880.375000 Penalty: 3193.541748
	Iteration 42Q: 3 clusters Score -1563880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1563885.500000 Penalty: 3193.541748
	Iteration 43Q: 3 clusters Score -1563886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1563893.125000 Penalty: 3193.541748
	Iteration 44Q: 3 clusters Score -1563893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1563902.250000 Penalty: 3193.541748
	Iteration 45Q: 3 clusters Score -1563902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -1563915.625000 Penalty: 3193.541748
	Iteration 46Q: 3 clusters Score -1563916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1563918.500000 Penalty: 3193.541748
	Iteration 47Q: 3 clusters Score -1563918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -1563922.125000 Penalty: 3193.541748
	Iteration 48Q: 3 clusters Score -1563922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1563926.375000 Penalty: 3193.541748
	Iteration 49Q: 3 clusters Score -1563926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1563928.500000 Penalty: 3193.541748
	Iteration 50Q: 3 clusters Score -1563928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1563931.750000 Penalty: 3193.541748
	Iteration 51Q: 3 clusters Score -1563932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1563934.875000 Penalty: 3193.541748
	Iteration 52Q: 3 clusters Score -1563935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1563940.250000 Penalty: 3193.541748
	Iteration 53Q: 3 clusters Score -1563940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -1563940.375000 Penalty: 3193.541748
	Iteration 54Q: 3 clusters Score -1563940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1563942.375000 Penalty: 3193.541748
	Iteration 55Q: 3 clusters Score -1563942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1563943.625000 Penalty: 3193.541748
	Iteration 56Q: 3 clusters Score -1563944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1563944.375000 Penalty: 3193.541748
	Iteration 57Q: 3 clusters Score -1563944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1563944.375000 Penalty: 3193.541748
	Iteration 58F: 3 clusters Score -1563944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -212057.203125 Penalty: 1263.482300
	Iteration 0F: 2 clusters Score -212057.2 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 1158 members 
Entering Unmasked Estep 
Score: -209729.328125 Penalty: 2526.964600
	Iteration 0F: 3 clusters Score -209729.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -210278.859375 Penalty: 2526.964600
	Iteration 1F: 3 clusters Score -210278.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -210408.140625 Penalty: 2526.964600
	Iteration 2F: 3 clusters Score -210408.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -210483.187500 Penalty: 2526.964600
	Iteration 3Q: 3 clusters Score -210483.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -210537.328125 Penalty: 2526.964600
	Iteration 4Q: 3 clusters Score -210537.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -210582.062500 Penalty: 2526.964600
	Iteration 5Q: 3 clusters Score -210582.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -210619.515625 Penalty: 2526.964600
	Iteration 6Q: 3 clusters Score -210619.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -210664.671875 Penalty: 2526.964600
	Iteration 7Q: 3 clusters Score -210664.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -210704.750000 Penalty: 2526.964600
	Iteration 8Q: 3 clusters Score -210704.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -210732.656250 Penalty: 2526.964600
	Iteration 9Q: 3 clusters Score -210732.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210756.640625 Penalty: 2526.964600
	Iteration 10Q: 3 clusters Score -210756.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -210772.906250 Penalty: 2526.964600
	Iteration 11Q: 3 clusters Score -210772.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -210794.093750 Penalty: 2526.964600
	Iteration 12Q: 3 clusters Score -210794.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -210820.062500 Penalty: 2526.964600
	Iteration 13Q: 3 clusters Score -210820.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -210842.781250 Penalty: 2526.964600
	Iteration 14Q: 3 clusters Score -210842.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -210860.593750 Penalty: 2526.964600
	Iteration 15Q: 3 clusters Score -210860.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210874.843750 Penalty: 2526.964600
	Iteration 16Q: 3 clusters Score -210874.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210886.875000 Penalty: 2526.964600
	Iteration 17Q: 3 clusters Score -210886.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210898.234375 Penalty: 2526.964600
	Iteration 18Q: 3 clusters Score -210898.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -210913.234375 Penalty: 2526.964600
	Iteration 19Q: 3 clusters Score -210913.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210928.343750 Penalty: 2526.964600
	Iteration 20F: 3 clusters Score -210928.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210941.796875 Penalty: 2526.964600
	Iteration 21Q: 3 clusters Score -210941.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210955.578125 Penalty: 2526.964600
	Iteration 22Q: 3 clusters Score -210955.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -210967.375000 Penalty: 2526.964600
	Iteration 23Q: 3 clusters Score -210967.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210979.203125 Penalty: 2526.964600
	Iteration 24Q: 3 clusters Score -210979.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210990.218750 Penalty: 2526.964600
	Iteration 25Q: 3 clusters Score -210990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -210995.687500 Penalty: 2526.964600
	Iteration 26Q: 3 clusters Score -210995.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -211001.218750 Penalty: 2526.964600
	Iteration 27Q: 3 clusters Score -211001.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -211005.953125 Penalty: 2526.964600
	Iteration 28Q: 3 clusters Score -211006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -211010.375000 Penalty: 2526.964600
	Iteration 29Q: 3 clusters Score -211010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -211014.000000 Penalty: 2526.964600
	Iteration 30Q: 3 clusters Score -211014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -211017.437500 Penalty: 2526.964600
	Iteration 31Q: 3 clusters Score -211017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -211020.390625 Penalty: 2526.964600
	Iteration 32Q: 3 clusters Score -211020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -211023.281250 Penalty: 2526.964600
	Iteration 33Q: 3 clusters Score -211023.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -211024.359375 Penalty: 2526.964600
	Iteration 34Q: 3 clusters Score -211024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -211025.140625 Penalty: 2526.964600
	Iteration 35Q: 3 clusters Score -211025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -211026.093750 Penalty: 2526.964600
	Iteration 36Q: 3 clusters Score -211026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -211026.437500 Penalty: 2526.964600
	Iteration 37Q: 3 clusters Score -211026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -211027.546875 Penalty: 2526.964600
	Iteration 38Q: 3 clusters Score -211027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -211028.140625 Penalty: 2526.964600
	Iteration 39Q: 3 clusters Score -211028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -211029.093750 Penalty: 2526.964600
	Iteration 40F: 3 clusters Score -211029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -211029.031250 Penalty: 2526.964600
	Iteration 41Q: 3 clusters Score -211029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -211029.031250 Penalty: 2526.964600
	Iteration 42F: 3 clusters Score -211029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -208958.406250 Penalty: 1256.367432
	Iteration 0F: 2 clusters Score -208958.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -206668.890625 Penalty: 2512.734863
	Iteration 0F: 3 clusters Score -206668.9 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -207130.906250 Penalty: 2512.734863
	Iteration 1F: 3 clusters Score -207130.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -207239.984375 Penalty: 2512.734863
	Iteration 2F: 3 clusters Score -207240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -207308.375000 Penalty: 2512.734863
	Iteration 3Q: 3 clusters Score -207308.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -207361.187500 Penalty: 2512.734863
	Iteration 4Q: 3 clusters Score -207361.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -207393.843750 Penalty: 2512.734863
	Iteration 5Q: 3 clusters Score -207393.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -207417.953125 Penalty: 2512.734863
	Iteration 6Q: 3 clusters Score -207418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -207441.796875 Penalty: 2512.734863
	Iteration 7Q: 3 clusters Score -207441.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -207474.890625 Penalty: 2512.734863
	Iteration 8Q: 3 clusters Score -207474.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -207496.968750 Penalty: 2512.734863
	Iteration 9Q: 3 clusters Score -207497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -207516.515625 Penalty: 2512.734863
	Iteration 10Q: 3 clusters Score -207516.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -207531.093750 Penalty: 2512.734863
	Iteration 11Q: 3 clusters Score -207531.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -207544.593750 Penalty: 2512.734863
	Iteration 12Q: 3 clusters Score -207544.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -207557.093750 Penalty: 2512.734863
	Iteration 13Q: 3 clusters Score -207557.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -207572.578125 Penalty: 2512.734863
	Iteration 14Q: 3 clusters Score -207572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -207587.328125 Penalty: 2512.734863
	Iteration 15Q: 3 clusters Score -207587.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -207603.843750 Penalty: 2512.734863
	Iteration 16Q: 3 clusters Score -207603.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -207617.265625 Penalty: 2512.734863
	Iteration 17Q: 3 clusters Score -207617.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -207635.171875 Penalty: 2512.734863
	Iteration 18Q: 3 clusters Score -207635.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -207653.859375 Penalty: 2512.734863
	Iteration 19Q: 3 clusters Score -207653.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -207673.140625 Penalty: 2512.734863
	Iteration 20F: 3 clusters Score -207673.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -207691.609375 Penalty: 2512.734863
	Iteration 21Q: 3 clusters Score -207691.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -207717.625000 Penalty: 2512.734863
	Iteration 22Q: 3 clusters Score -207717.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -207735.671875 Penalty: 2512.734863
	Iteration 23Q: 3 clusters Score -207735.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -207752.312500 Penalty: 2512.734863
	Iteration 24Q: 3 clusters Score -207752.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -207760.437500 Penalty: 2512.734863
	Iteration 25Q: 3 clusters Score -207760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -207768.046875 Penalty: 2512.734863
	Iteration 26Q: 3 clusters Score -207768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -207780.484375 Penalty: 2512.734863
	Iteration 27Q: 3 clusters Score -207780.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -207792.203125 Penalty: 2512.734863
	Iteration 28Q: 3 clusters Score -207792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -207796.000000 Penalty: 2512.734863
	Iteration 29Q: 3 clusters Score -207796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -207798.781250 Penalty: 2512.734863
	Iteration 30Q: 3 clusters Score -207798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -207801.781250 Penalty: 2512.734863
	Iteration 31Q: 3 clusters Score -207801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -207806.390625 Penalty: 2512.734863
	Iteration 32Q: 3 clusters Score -207806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -207810.578125 Penalty: 2512.734863
	Iteration 33Q: 3 clusters Score -207810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -207815.125000 Penalty: 2512.734863
	Iteration 34Q: 3 clusters Score -207815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -207817.812500 Penalty: 2512.734863
	Iteration 35Q: 3 clusters Score -207817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -207820.671875 Penalty: 2512.734863
	Iteration 36Q: 3 clusters Score -207820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -207822.796875 Penalty: 2512.734863
	Iteration 37Q: 3 clusters Score -207822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -207825.671875 Penalty: 2512.734863
	Iteration 38Q: 3 clusters Score -207825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -207828.375000 Penalty: 2512.734863
	Iteration 39Q: 3 clusters Score -207828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -207830.453125 Penalty: 2512.734863
	Iteration 40F: 3 clusters Score -207830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -207834.406250 Penalty: 2512.734863
	Iteration 41Q: 3 clusters Score -207834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -207835.062500 Penalty: 2512.734863
	Iteration 42Q: 3 clusters Score -207835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -207835.562500 Penalty: 2512.734863
	Iteration 43Q: 3 clusters Score -207835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -207836.531250 Penalty: 2512.734863
	Iteration 44Q: 3 clusters Score -207836.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -207837.390625 Penalty: 2512.734863
	Iteration 45Q: 3 clusters Score -207837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -207837.812500 Penalty: 2512.734863
	Iteration 46Q: 3 clusters Score -207837.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -207837.812500 Penalty: 2512.734863
	Iteration 47F: 3 clusters Score -207837.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -128146.101562 Penalty: 1197.662476
	Iteration 0F: 2 clusters Score -128146.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -126310.859375 Penalty: 2395.324951
	Iteration 0F: 3 clusters Score -126310.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -126740.812500 Penalty: 2395.324951
	Iteration 1F: 3 clusters Score -126740.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -126981.804688 Penalty: 2395.324951
	Iteration 2F: 3 clusters Score -126981.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -127153.289062 Penalty: 2395.324951
	Iteration 3F: 3 clusters Score -127153.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127282.046875 Penalty: 2395.324951
	Iteration 4F: 3 clusters Score -127282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -127370.687500 Penalty: 2395.324951
	Iteration 5F: 3 clusters Score -127370.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127433.140625 Penalty: 2395.324951
	Iteration 6Q: 3 clusters Score -127433.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127480.914062 Penalty: 2395.324951
	Iteration 7Q: 3 clusters Score -127480.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127523.210938 Penalty: 2395.324951
	Iteration 8Q: 3 clusters Score -127523.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127579.921875 Penalty: 2395.324951
	Iteration 9Q: 3 clusters Score -127579.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -127616.093750 Penalty: 2395.324951
	Iteration 10Q: 3 clusters Score -127616.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -127639.109375 Penalty: 2395.324951
	Iteration 11Q: 3 clusters Score -127639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127652.539062 Penalty: 2395.324951
	Iteration 12Q: 3 clusters Score -127652.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -127670.242188 Penalty: 2395.324951
	Iteration 13Q: 3 clusters Score -127670.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127687.867188 Penalty: 2395.324951
	Iteration 14Q: 3 clusters Score -127687.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -127699.640625 Penalty: 2395.324951
	Iteration 15Q: 3 clusters Score -127699.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127713.578125 Penalty: 2395.324951
	Iteration 16Q: 3 clusters Score -127713.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -127723.437500 Penalty: 2395.324951
	Iteration 17Q: 3 clusters Score -127723.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -127729.882812 Penalty: 2395.324951
	Iteration 18Q: 3 clusters Score -127729.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -127733.390625 Penalty: 2395.324951
	Iteration 19Q: 3 clusters Score -127733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -127734.289062 Penalty: 2395.324951
	Iteration 20F: 3 clusters Score -127734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -127734.992188 Penalty: 2395.324951
	Iteration 21Q: 3 clusters Score -127735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -127734.992188 Penalty: 2395.324951
	Iteration 22F: 3 clusters Score -127735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136605 members 
Entering Unmasked Estep 
Score: -11826457.000000 Penalty: 1921.537964
	Iteration 0F: 2 clusters Score -1.182646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -11734766.000000 Penalty: 3843.075928
	Iteration 0F: 3 clusters Score -1.173477e+07 nChanged 65778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -11774282.000000 Penalty: 3843.075928
	Iteration 1F: 3 clusters Score -1.177428e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 81049 members 
Entering Unmasked Estep 
Score: -11776257.000000 Penalty: 3843.075928
	Iteration 2Q: 3 clusters Score -1.177626e+07 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -11779966.000000 Penalty: 3843.075928
	Iteration 3F: 3 clusters Score -1.177997e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -11787088.000000 Penalty: 3843.075928
	Iteration 4F: 3 clusters Score -1.178709e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -11798236.000000 Penalty: 3843.075928
	Iteration 5F: 3 clusters Score -1.179824e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 123142 members 
Entering Unmasked Estep 
Score: -11810693.000000 Penalty: 3843.075928
	Iteration 6F: 3 clusters Score -1.181069e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 131702 members 
Entering Unmasked Estep 
Score: -11819703.000000 Penalty: 3843.075928
	Iteration 7F: 3 clusters Score -1.18197e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 135429 members 
Entering Unmasked Estep 
Score: -11823417.000000 Penalty: 3843.075928
	Iteration 8Q: 3 clusters Score -1.182342e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 136326 members 
Entering Unmasked Estep 
Score: -11824352.000000 Penalty: 3843.075928
	Iteration 9Q: 3 clusters Score -1.182435e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136486 members 
Entering Unmasked Estep 
Score: -11824572.000000 Penalty: 3843.075928
	Iteration 10Q: 3 clusters Score -1.182457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136508 members 
Entering Unmasked Estep 
Score: -11824652.000000 Penalty: 3843.075928
	Iteration 11Q: 3 clusters Score -1.182465e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -11824687.000000 Penalty: 3843.075928
	Iteration 12Q: 3 clusters Score -1.182469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -11824714.000000 Penalty: 3843.075928
	Iteration 13Q: 3 clusters Score -1.182471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 136508 members 
Entering Unmasked Estep 
Score: -11824724.000000 Penalty: 3843.075928
	Iteration 14Q: 3 clusters Score -1.182472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 136507 members 
Entering Unmasked Estep 
Score: -11824730.000000 Penalty: 3843.075928
	Iteration 15Q: 3 clusters Score -1.182473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -11824733.000000 Penalty: 3843.075928
	Iteration 16Q: 3 clusters Score -1.182473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -11824743.000000 Penalty: 3843.075928
	Iteration 17Q: 3 clusters Score -1.182474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -11824743.000000 Penalty: 3843.075928
	Iteration 18F: 3 clusters Score -1.182474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (284359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284359 members 
Entering Unmasked Estep 
Score: -25468296.000000 Penalty: 2040.673828
	Iteration 0F: 2 clusters Score -2.54683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142526 members 
Mstep: Class 2 contains 141833 members 
Entering Unmasked Estep 
Score: -25287180.000000 Penalty: 4081.347656
	Iteration 0F: 3 clusters Score -2.528718e+07 nChanged 138515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 137338 members 
Entering Unmasked Estep 
Score: -25371952.000000 Penalty: 4081.347656
	Iteration 1F: 3 clusters Score -2.537195e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150554 members 
Mstep: Class 2 contains 133805 members 
Entering Unmasked Estep 
Score: -25375570.000000 Penalty: 4081.347656
	Iteration 2Q: 3 clusters Score -2.537557e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155916 members 
Mstep: Class 2 contains 128443 members 
Entering Unmasked Estep 
Score: -25381124.000000 Penalty: 4081.347656
	Iteration 3Q: 3 clusters Score -2.538112e+07 nChanged 15190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 121061 members 
Entering Unmasked Estep 
Score: -25389804.000000 Penalty: 4081.347656
	Iteration 4F: 3 clusters Score -2.53898e+07 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172290 members 
Mstep: Class 2 contains 112069 members 
Entering Unmasked Estep 
Score: -25402968.000000 Penalty: 4081.347656
	Iteration 5F: 3 clusters Score -2.540297e+07 nChanged 20002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -25419316.000000 Penalty: 4081.347656
	Iteration 6F: 3 clusters Score -2.541932e+07 nChanged 19222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187590 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -25434592.000000 Penalty: 4081.347656
	Iteration 7F: 3 clusters Score -2.543459e+07 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -25443972.000000 Penalty: 4081.347656
	Iteration 8F: 3 clusters Score -2.544397e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192892 members 
Mstep: Class 2 contains 91467 members 
Entering Unmasked Estep 
Score: -25447810.000000 Penalty: 4081.347656
	Iteration 9Q: 3 clusters Score -2.544781e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194352 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -25449682.000000 Penalty: 4081.347656
	Iteration 10Q: 3 clusters Score -2.544968e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195694 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -25450930.000000 Penalty: 4081.347656
	Iteration 11Q: 3 clusters Score -2.545093e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196983 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -25451792.000000 Penalty: 4081.347656
	Iteration 12Q: 3 clusters Score -2.545179e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198141 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -25452512.000000 Penalty: 4081.347656
	Iteration 13Q: 3 clusters Score -2.545251e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199139 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -25453136.000000 Penalty: 4081.347656
	Iteration 14Q: 3 clusters Score -2.545314e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200114 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -25453494.000000 Penalty: 4081.347656
	Iteration 15Q: 3 clusters Score -2.545349e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201121 members 
Mstep: Class 2 contains 83238 members 
Entering Unmasked Estep 
Score: -25453886.000000 Penalty: 4081.347656
	Iteration 16Q: 3 clusters Score -2.545389e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201982 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -25454240.000000 Penalty: 4081.347656
	Iteration 17Q: 3 clusters Score -2.545424e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202769 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -25454406.000000 Penalty: 4081.347656
	Iteration 18Q: 3 clusters Score -2.545441e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203487 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -25454574.000000 Penalty: 4081.347656
	Iteration 19Q: 3 clusters Score -2.545457e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204130 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -25454694.000000 Penalty: 4081.347656
	Iteration 20F: 3 clusters Score -2.545469e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204778 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -25454770.000000 Penalty: 4081.347656
	Iteration 21Q: 3 clusters Score -2.545477e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205449 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -25454832.000000 Penalty: 4081.347656
	Iteration 22Q: 3 clusters Score -2.545483e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206077 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -25455026.000000 Penalty: 4081.347656
	Iteration 23Q: 3 clusters Score -2.545503e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206695 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -25455124.000000 Penalty: 4081.347656
	Iteration 24Q: 3 clusters Score -2.545512e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207270 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -25455156.000000 Penalty: 4081.347656
	Iteration 25Q: 3 clusters Score -2.545516e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207815 members 
Mstep: Class 2 contains 76544 members 
Entering Unmasked Estep 
Score: -25455224.000000 Penalty: 4081.347656
	Iteration 26Q: 3 clusters Score -2.545522e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208275 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -25455198.000000 Penalty: 4081.347656
	Iteration 27Q: 3 clusters Score -2.54552e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -25455210.000000 Penalty: 4081.347656
	Iteration 28Q: 3 clusters Score -2.545521e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209115 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -25455182.000000 Penalty: 4081.347656
	Iteration 29Q: 3 clusters Score -2.545518e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209539 members 
Mstep: Class 2 contains 74820 members 
Entering Unmasked Estep 
Score: -25455152.000000 Penalty: 4081.347656
	Iteration 30Q: 3 clusters Score -2.545515e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209944 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -25455152.000000 Penalty: 4081.347656
	Iteration 31Q: 3 clusters Score -2.545515e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210309 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -25455234.000000 Penalty: 4081.347656
	Iteration 32Q: 3 clusters Score -2.545523e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210712 members 
Mstep: Class 2 contains 73647 members 
Entering Unmasked Estep 
Score: -25455248.000000 Penalty: 4081.347656
	Iteration 33Q: 3 clusters Score -2.545525e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211120 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -25455262.000000 Penalty: 4081.347656
	Iteration 34Q: 3 clusters Score -2.545526e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211521 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -25455242.000000 Penalty: 4081.347656
	Iteration 35Q: 3 clusters Score -2.545524e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211923 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -25455234.000000 Penalty: 4081.347656
	Iteration 36Q: 3 clusters Score -2.545523e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212345 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -25455122.000000 Penalty: 4081.347656
	Iteration 37Q: 3 clusters Score -2.545512e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212788 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -25455058.000000 Penalty: 4081.347656
	Iteration 38Q: 3 clusters Score -2.545506e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213203 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -25455058.000000 Penalty: 4081.347656
	Iteration 39Q: 3 clusters Score -2.545506e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213608 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -25455048.000000 Penalty: 4081.347656
	Iteration 40F: 3 clusters Score -2.545505e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214008 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -25455042.000000 Penalty: 4081.347656
	Iteration 41Q: 3 clusters Score -2.545504e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214387 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -25455018.000000 Penalty: 4081.347656
	Iteration 42Q: 3 clusters Score -2.545502e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214752 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -25455100.000000 Penalty: 4081.347656
	Iteration 43Q: 3 clusters Score -2.54551e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215134 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -25455096.000000 Penalty: 4081.347656
	Iteration 44Q: 3 clusters Score -2.54551e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215531 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -25454992.000000 Penalty: 4081.347656
	Iteration 45Q: 3 clusters Score -2.545499e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215909 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -25454982.000000 Penalty: 4081.347656
	Iteration 46Q: 3 clusters Score -2.545498e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216314 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -25454970.000000 Penalty: 4081.347656
	Iteration 47Q: 3 clusters Score -2.545497e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216700 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -25454990.000000 Penalty: 4081.347656
	Iteration 48Q: 3 clusters Score -2.545499e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217120 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -25455026.000000 Penalty: 4081.347656
	Iteration 49Q: 3 clusters Score -2.545503e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217494 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -25455044.000000 Penalty: 4081.347656
	Iteration 50Q: 3 clusters Score -2.545504e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217851 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -25455030.000000 Penalty: 4081.347656
	Iteration 51Q: 3 clusters Score -2.545503e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218190 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -25455030.000000 Penalty: 4081.347656
	Iteration 52Q: 3 clusters Score -2.545503e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218541 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -25455026.000000 Penalty: 4081.347656
	Iteration 53Q: 3 clusters Score -2.545503e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218864 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -25455006.000000 Penalty: 4081.347656
	Iteration 54Q: 3 clusters Score -2.545501e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219201 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -25455028.000000 Penalty: 4081.347656
	Iteration 55Q: 3 clusters Score -2.545503e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219535 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -25455054.000000 Penalty: 4081.347656
	Iteration 56Q: 3 clusters Score -2.545505e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219878 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -25455002.000000 Penalty: 4081.347656
	Iteration 57Q: 3 clusters Score -2.5455e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220199 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -25455008.000000 Penalty: 4081.347656
	Iteration 58Q: 3 clusters Score -2.545501e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220529 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -25454974.000000 Penalty: 4081.347656
	Iteration 59Q: 3 clusters Score -2.545497e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220880 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -25455012.000000 Penalty: 4081.347656
	Iteration 60F: 3 clusters Score -2.545501e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221242 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -25454990.000000 Penalty: 4081.347656
	Iteration 61Q: 3 clusters Score -2.545499e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221569 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -25454948.000000 Penalty: 4081.347656
	Iteration 62Q: 3 clusters Score -2.545495e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221895 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -25454944.000000 Penalty: 4081.347656
	Iteration 63Q: 3 clusters Score -2.545494e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222210 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -25454946.000000 Penalty: 4081.347656
	Iteration 64Q: 3 clusters Score -2.545495e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222497 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -25454950.000000 Penalty: 4081.347656
	Iteration 65Q: 3 clusters Score -2.545495e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222786 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -25454898.000000 Penalty: 4081.347656
	Iteration 66Q: 3 clusters Score -2.54549e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223071 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -25454936.000000 Penalty: 4081.347656
	Iteration 67Q: 3 clusters Score -2.545494e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223357 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -25454922.000000 Penalty: 4081.347656
	Iteration 68Q: 3 clusters Score -2.545492e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223646 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -25454932.000000 Penalty: 4081.347656
	Iteration 69Q: 3 clusters Score -2.545493e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223964 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -25454960.000000 Penalty: 4081.347656
	Iteration 70Q: 3 clusters Score -2.545496e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224277 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -25455006.000000 Penalty: 4081.347656
	Iteration 71Q: 3 clusters Score -2.545501e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224597 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -25455032.000000 Penalty: 4081.347656
	Iteration 72Q: 3 clusters Score -2.545503e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224919 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -25455020.000000 Penalty: 4081.347656
	Iteration 73Q: 3 clusters Score -2.545502e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225215 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -25455016.000000 Penalty: 4081.347656
	Iteration 74Q: 3 clusters Score -2.545502e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225531 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -25455006.000000 Penalty: 4081.347656
	Iteration 75Q: 3 clusters Score -2.545501e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225817 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -25454982.000000 Penalty: 4081.347656
	Iteration 76Q: 3 clusters Score -2.545498e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226137 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -25454950.000000 Penalty: 4081.347656
	Iteration 77Q: 3 clusters Score -2.545495e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226416 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -25454946.000000 Penalty: 4081.347656
	Iteration 78Q: 3 clusters Score -2.545495e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226682 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -25454948.000000 Penalty: 4081.347656
	Iteration 79Q: 3 clusters Score -2.545495e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226947 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -25454954.000000 Penalty: 4081.347656
	Iteration 80F: 3 clusters Score -2.545495e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227213 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -25454950.000000 Penalty: 4081.347656
	Iteration 81Q: 3 clusters Score -2.545495e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227472 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -25454946.000000 Penalty: 4081.347656
	Iteration 82Q: 3 clusters Score -2.545495e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227720 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -25454946.000000 Penalty: 4081.347656
	Iteration 83Q: 3 clusters Score -2.545495e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227954 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -25454960.000000 Penalty: 4081.347656
	Iteration 84Q: 3 clusters Score -2.545496e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228182 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -25454952.000000 Penalty: 4081.347656
	Iteration 85Q: 3 clusters Score -2.545495e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228435 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -25454888.000000 Penalty: 4081.347656
	Iteration 86Q: 3 clusters Score -2.545489e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228679 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -25454858.000000 Penalty: 4081.347656
	Iteration 87Q: 3 clusters Score -2.545486e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228902 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -25454848.000000 Penalty: 4081.347656
	Iteration 88Q: 3 clusters Score -2.545485e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229142 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -25454844.000000 Penalty: 4081.347656
	Iteration 89Q: 3 clusters Score -2.545484e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229372 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -25454852.000000 Penalty: 4081.347656
	Iteration 90Q: 3 clusters Score -2.545485e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229596 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -25454840.000000 Penalty: 4081.347656
	Iteration 91Q: 3 clusters Score -2.545484e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229819 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -25454820.000000 Penalty: 4081.347656
	Iteration 92Q: 3 clusters Score -2.545482e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230059 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -25454808.000000 Penalty: 4081.347656
	Iteration 93Q: 3 clusters Score -2.545481e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230292 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -25454860.000000 Penalty: 4081.347656
	Iteration 94Q: 3 clusters Score -2.545486e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230553 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -25454832.000000 Penalty: 4081.347656
	Iteration 95Q: 3 clusters Score -2.545483e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230812 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -25454800.000000 Penalty: 4081.347656
	Iteration 96Q: 3 clusters Score -2.54548e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231068 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -25454822.000000 Penalty: 4081.347656
	Iteration 97Q: 3 clusters Score -2.545482e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231342 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -25454808.000000 Penalty: 4081.347656
	Iteration 98Q: 3 clusters Score -2.545481e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231623 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -25454838.000000 Penalty: 4081.347656
	Iteration 99Q: 3 clusters Score -2.545484e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231899 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -25454808.000000 Penalty: 4081.347656
	Iteration 100F: 3 clusters Score -2.545481e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232182 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -25454768.000000 Penalty: 4081.347656
	Iteration 101Q: 3 clusters Score -2.545477e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232488 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -25454752.000000 Penalty: 4081.347656
	Iteration 102Q: 3 clusters Score -2.545475e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232780 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -25454752.000000 Penalty: 4081.347656
	Iteration 103Q: 3 clusters Score -2.545475e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233093 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -25454752.000000 Penalty: 4081.347656
	Iteration 104Q: 3 clusters Score -2.545475e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233380 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -25454768.000000 Penalty: 4081.347656
	Iteration 105Q: 3 clusters Score -2.545477e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233662 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -25454702.000000 Penalty: 4081.347656
	Iteration 106Q: 3 clusters Score -2.54547e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233930 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -25454722.000000 Penalty: 4081.347656
	Iteration 107Q: 3 clusters Score -2.545472e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234177 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -25454742.000000 Penalty: 4081.347656
	Iteration 108Q: 3 clusters Score -2.545474e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234419 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -25454678.000000 Penalty: 4081.347656
	Iteration 109Q: 3 clusters Score -2.545468e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234642 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -25454678.000000 Penalty: 4081.347656
	Iteration 110Q: 3 clusters Score -2.545468e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234856 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -25454672.000000 Penalty: 4081.347656
	Iteration 111Q: 3 clusters Score -2.545467e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235068 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -25454666.000000 Penalty: 4081.347656
	Iteration 112Q: 3 clusters Score -2.545467e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235280 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -25454676.000000 Penalty: 4081.347656
	Iteration 113Q: 3 clusters Score -2.545468e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235513 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -25454642.000000 Penalty: 4081.347656
	Iteration 114Q: 3 clusters Score -2.545464e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235764 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -25454670.000000 Penalty: 4081.347656
	Iteration 115Q: 3 clusters Score -2.545467e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235998 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -25454702.000000 Penalty: 4081.347656
	Iteration 116Q: 3 clusters Score -2.54547e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236241 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -25454686.000000 Penalty: 4081.347656
	Iteration 117Q: 3 clusters Score -2.545469e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236502 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -25454756.000000 Penalty: 4081.347656
	Iteration 118Q: 3 clusters Score -2.545476e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236754 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -25454814.000000 Penalty: 4081.347656
	Iteration 119Q: 3 clusters Score -2.545481e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237024 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -25454880.000000 Penalty: 4081.347656
	Iteration 120F: 3 clusters Score -2.545488e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237271 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -25454942.000000 Penalty: 4081.347656
	Iteration 121Q: 3 clusters Score -2.545494e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237502 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -25454928.000000 Penalty: 4081.347656
	Iteration 122Q: 3 clusters Score -2.545493e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237712 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -25454906.000000 Penalty: 4081.347656
	Iteration 123Q: 3 clusters Score -2.545491e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237933 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -25454920.000000 Penalty: 4081.347656
	Iteration 124Q: 3 clusters Score -2.545492e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238180 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -25454996.000000 Penalty: 4081.347656
	Iteration 125Q: 3 clusters Score -2.5455e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238424 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -25454954.000000 Penalty: 4081.347656
	Iteration 126Q: 3 clusters Score -2.545495e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238682 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -25454956.000000 Penalty: 4081.347656
	Iteration 127Q: 3 clusters Score -2.545496e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238965 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -25455048.000000 Penalty: 4081.347656
	Iteration 128Q: 3 clusters Score -2.545505e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239266 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -25455060.000000 Penalty: 4081.347656
	Iteration 129Q: 3 clusters Score -2.545506e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239589 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -25455016.000000 Penalty: 4081.347656
	Iteration 130Q: 3 clusters Score -2.545502e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239907 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -25455050.000000 Penalty: 4081.347656
	Iteration 131Q: 3 clusters Score -2.545505e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240219 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -25455084.000000 Penalty: 4081.347656
	Iteration 132Q: 3 clusters Score -2.545508e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240526 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -25455096.000000 Penalty: 4081.347656
	Iteration 133Q: 3 clusters Score -2.54551e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240878 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -25455156.000000 Penalty: 4081.347656
	Iteration 134Q: 3 clusters Score -2.545516e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241248 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -25455198.000000 Penalty: 4081.347656
	Iteration 135Q: 3 clusters Score -2.54552e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241620 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -25455274.000000 Penalty: 4081.347656
	Iteration 136Q: 3 clusters Score -2.545527e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242020 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -25455314.000000 Penalty: 4081.347656
	Iteration 137Q: 3 clusters Score -2.545531e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242460 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -25455338.000000 Penalty: 4081.347656
	Iteration 138Q: 3 clusters Score -2.545534e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242902 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -25455360.000000 Penalty: 4081.347656
	Iteration 139Q: 3 clusters Score -2.545536e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243332 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -25455416.000000 Penalty: 4081.347656
	Iteration 140F: 3 clusters Score -2.545542e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243776 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -25455460.000000 Penalty: 4081.347656
	Iteration 141Q: 3 clusters Score -2.545546e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244240 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -25455452.000000 Penalty: 4081.347656
	Iteration 142Q: 3 clusters Score -2.545545e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244719 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -25455474.000000 Penalty: 4081.347656
	Iteration 143Q: 3 clusters Score -2.545547e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245216 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -25455522.000000 Penalty: 4081.347656
	Iteration 144Q: 3 clusters Score -2.545552e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245718 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -25455514.000000 Penalty: 4081.347656
	Iteration 145Q: 3 clusters Score -2.545551e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246237 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -25455492.000000 Penalty: 4081.347656
	Iteration 146Q: 3 clusters Score -2.545549e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246782 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -25455512.000000 Penalty: 4081.347656
	Iteration 147Q: 3 clusters Score -2.545551e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247348 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -25455554.000000 Penalty: 4081.347656
	Iteration 148Q: 3 clusters Score -2.545555e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247950 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -25455504.000000 Penalty: 4081.347656
	Iteration 149Q: 3 clusters Score -2.54555e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248561 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -25455632.000000 Penalty: 4081.347656
	Iteration 150Q: 3 clusters Score -2.545563e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249209 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -25455698.000000 Penalty: 4081.347656
	Iteration 151Q: 3 clusters Score -2.54557e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249857 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -25455878.000000 Penalty: 4081.347656
	Iteration 152Q: 3 clusters Score -2.545588e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250495 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -25455970.000000 Penalty: 4081.347656
	Iteration 153Q: 3 clusters Score -2.545597e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251155 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -25456036.000000 Penalty: 4081.347656
	Iteration 154Q: 3 clusters Score -2.545604e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251842 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -25456114.000000 Penalty: 4081.347656
	Iteration 155Q: 3 clusters Score -2.545611e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252557 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -25456186.000000 Penalty: 4081.347656
	Iteration 156Q: 3 clusters Score -2.545619e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253349 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -25456244.000000 Penalty: 4081.347656
	Iteration 157Q: 3 clusters Score -2.545624e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254157 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -25456476.000000 Penalty: 4081.347656
	Iteration 158Q: 3 clusters Score -2.545648e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254929 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -25456528.000000 Penalty: 4081.347656
	Iteration 159Q: 3 clusters Score -2.545653e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255668 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -25456682.000000 Penalty: 4081.347656
	Iteration 160F: 3 clusters Score -2.545668e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256362 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -25456720.000000 Penalty: 4081.347656
	Iteration 161Q: 3 clusters Score -2.545672e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257136 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -25456846.000000 Penalty: 4081.347656
	Iteration 162Q: 3 clusters Score -2.545685e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257922 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -25456988.000000 Penalty: 4081.347656
	Iteration 163Q: 3 clusters Score -2.545699e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258758 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -25457194.000000 Penalty: 4081.347656
	Iteration 164Q: 3 clusters Score -2.545719e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259581 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -25457440.000000 Penalty: 4081.347656
	Iteration 165Q: 3 clusters Score -2.545744e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260428 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -25457702.000000 Penalty: 4081.347656
	Iteration 166Q: 3 clusters Score -2.54577e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261308 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -25457996.000000 Penalty: 4081.347656
	Iteration 167Q: 3 clusters Score -2.5458e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262176 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -25458250.000000 Penalty: 4081.347656
	Iteration 168Q: 3 clusters Score -2.545825e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263038 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -25458382.000000 Penalty: 4081.347656
	Iteration 169Q: 3 clusters Score -2.545838e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263936 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -25458496.000000 Penalty: 4081.347656
	Iteration 170Q: 3 clusters Score -2.54585e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264807 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -25458698.000000 Penalty: 4081.347656
	Iteration 171Q: 3 clusters Score -2.54587e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265696 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -25458994.000000 Penalty: 4081.347656
	Iteration 172Q: 3 clusters Score -2.545899e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266600 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -25459180.000000 Penalty: 4081.347656
	Iteration 173Q: 3 clusters Score -2.545918e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267512 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -25459514.000000 Penalty: 4081.347656
	Iteration 174Q: 3 clusters Score -2.545951e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268427 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -25459830.000000 Penalty: 4081.347656
	Iteration 175Q: 3 clusters Score -2.545983e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269369 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -25460236.000000 Penalty: 4081.347656
	Iteration 176Q: 3 clusters Score -2.546024e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270315 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -25460628.000000 Penalty: 4081.347656
	Iteration 177Q: 3 clusters Score -2.546063e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271276 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -25460880.000000 Penalty: 4081.347656
	Iteration 178Q: 3 clusters Score -2.546088e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272191 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -25461168.000000 Penalty: 4081.347656
	Iteration 179Q: 3 clusters Score -2.546117e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273066 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -25461508.000000 Penalty: 4081.347656
	Iteration 180F: 3 clusters Score -2.546151e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273900 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -25461906.000000 Penalty: 4081.347656
	Iteration 181Q: 3 clusters Score -2.546191e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274737 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -25462218.000000 Penalty: 4081.347656
	Iteration 182Q: 3 clusters Score -2.546222e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275557 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -25462566.000000 Penalty: 4081.347656
	Iteration 183Q: 3 clusters Score -2.546257e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276346 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -25463004.000000 Penalty: 4081.347656
	Iteration 184Q: 3 clusters Score -2.5463e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277073 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -25463354.000000 Penalty: 4081.347656
	Iteration 185Q: 3 clusters Score -2.546335e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277783 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -25463728.000000 Penalty: 4081.347656
	Iteration 186Q: 3 clusters Score -2.546373e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278419 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -25464086.000000 Penalty: 4081.347656
	Iteration 187Q: 3 clusters Score -2.546409e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278983 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -25464344.000000 Penalty: 4081.347656
	Iteration 188Q: 3 clusters Score -2.546434e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279475 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -25464554.000000 Penalty: 4081.347656
	Iteration 189Q: 3 clusters Score -2.546455e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279921 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -25464794.000000 Penalty: 4081.347656
	Iteration 190Q: 3 clusters Score -2.546479e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280302 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -25464924.000000 Penalty: 4081.347656
	Iteration 191Q: 3 clusters Score -2.546492e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280645 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -25465100.000000 Penalty: 4081.347656
	Iteration 192Q: 3 clusters Score -2.54651e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280953 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -25465270.000000 Penalty: 4081.347656
	Iteration 193Q: 3 clusters Score -2.546527e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281203 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -25465382.000000 Penalty: 4081.347656
	Iteration 194Q: 3 clusters Score -2.546538e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281433 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -25465592.000000 Penalty: 4081.347656
	Iteration 195Q: 3 clusters Score -2.546559e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281628 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -25465702.000000 Penalty: 4081.347656
	Iteration 196Q: 3 clusters Score -2.54657e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281794 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -25465788.000000 Penalty: 4081.347656
	Iteration 197Q: 3 clusters Score -2.546579e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281944 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -25465870.000000 Penalty: 4081.347656
	Iteration 198Q: 3 clusters Score -2.546587e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282067 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -25465954.000000 Penalty: 4081.347656
	Iteration 199Q: 3 clusters Score -2.546595e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282185 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -25466016.000000 Penalty: 4081.347656
	Iteration 200F: 3 clusters Score -2.546602e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282297 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -25466106.000000 Penalty: 4081.347656
	Iteration 201Q: 3 clusters Score -2.546611e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282413 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -25466194.000000 Penalty: 4081.347656
	Iteration 202Q: 3 clusters Score -2.546619e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282510 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -25466274.000000 Penalty: 4081.347656
	Iteration 203Q: 3 clusters Score -2.546627e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282583 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -25466356.000000 Penalty: 4081.347656
	Iteration 204Q: 3 clusters Score -2.546636e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282647 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -25466386.000000 Penalty: 4081.347656
	Iteration 205Q: 3 clusters Score -2.546639e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282686 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -25466416.000000 Penalty: 4081.347656
	Iteration 206Q: 3 clusters Score -2.546642e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282732 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25466482.000000 Penalty: 4081.347656
	Iteration 207Q: 3 clusters Score -2.546648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282757 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -25466516.000000 Penalty: 4081.347656
	Iteration 208Q: 3 clusters Score -2.546652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282780 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -25466540.000000 Penalty: 4081.347656
	Iteration 209Q: 3 clusters Score -2.546654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282797 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25466528.000000 Penalty: 4081.347656
	Iteration 210Q: 3 clusters Score -2.546653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282812 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -25466536.000000 Penalty: 4081.347656
	Iteration 211Q: 3 clusters Score -2.546654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282821 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -25466522.000000 Penalty: 4081.347656
	Iteration 212Q: 3 clusters Score -2.546652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282829 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -25466566.000000 Penalty: 4081.347656
	Iteration 213Q: 3 clusters Score -2.546657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282837 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -25466594.000000 Penalty: 4081.347656
	Iteration 214Q: 3 clusters Score -2.546659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282847 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -25466578.000000 Penalty: 4081.347656
	Iteration 215Q: 3 clusters Score -2.546658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282850 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -25466568.000000 Penalty: 4081.347656
	Iteration 216Q: 3 clusters Score -2.546657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282853 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -25466572.000000 Penalty: 4081.347656
	Iteration 217Q: 3 clusters Score -2.546657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282857 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -25466578.000000 Penalty: 4081.347656
	Iteration 218Q: 3 clusters Score -2.546658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282858 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -25466582.000000 Penalty: 4081.347656
	Iteration 219Q: 3 clusters Score -2.546658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282859 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -25466582.000000 Penalty: 4081.347656
	Iteration 220F: 3 clusters Score -2.546658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282866 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -25466584.000000 Penalty: 4081.347656
	Iteration 221Q: 3 clusters Score -2.546658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282868 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -25466592.000000 Penalty: 4081.347656
	Iteration 222Q: 3 clusters Score -2.546659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282871 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -25466598.000000 Penalty: 4081.347656
	Iteration 223Q: 3 clusters Score -2.54666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282874 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -25466618.000000 Penalty: 4081.347656
	Iteration 224Q: 3 clusters Score -2.546662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282875 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -25466592.000000 Penalty: 4081.347656
	Iteration 225Q: 3 clusters Score -2.546659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282877 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -25466602.000000 Penalty: 4081.347656
	Iteration 226Q: 3 clusters Score -2.54666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282879 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -25466606.000000 Penalty: 4081.347656
	Iteration 227Q: 3 clusters Score -2.546661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282883 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -25466610.000000 Penalty: 4081.347656
	Iteration 228Q: 3 clusters Score -2.546661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282889 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -25466614.000000 Penalty: 4081.347656
	Iteration 229Q: 3 clusters Score -2.546661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282891 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -25466604.000000 Penalty: 4081.347656
	Iteration 230Q: 3 clusters Score -2.54666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282891 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -25466626.000000 Penalty: 4081.347656
	Iteration 231Q: 3 clusters Score -2.546663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282891 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -25466622.000000 Penalty: 4081.347656
	Iteration 232Q: 3 clusters Score -2.546662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282893 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -25466628.000000 Penalty: 4081.347656
	Iteration 233Q: 3 clusters Score -2.546663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282894 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -25466624.000000 Penalty: 4081.347656
	Iteration 234Q: 3 clusters Score -2.546662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282897 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -25466634.000000 Penalty: 4081.347656
	Iteration 235Q: 3 clusters Score -2.546663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282903 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -25466636.000000 Penalty: 4081.347656
	Iteration 236Q: 3 clusters Score -2.546664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282909 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -25466662.000000 Penalty: 4081.347656
	Iteration 237Q: 3 clusters Score -2.546666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282911 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -25466650.000000 Penalty: 4081.347656
	Iteration 238Q: 3 clusters Score -2.546665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282913 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -25466646.000000 Penalty: 4081.347656
	Iteration 239Q: 3 clusters Score -2.546665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282913 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -25466644.000000 Penalty: 4081.347656
	Iteration 240F: 3 clusters Score -2.546664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -245181.562500 Penalty: 1288.950439
	Iteration 0F: 2 clusters Score -245181.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -242582.234375 Penalty: 2577.900879
	Iteration 0F: 3 clusters Score -242582.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -243223.609375 Penalty: 2577.900879
	Iteration 1F: 3 clusters Score -243223.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -243352.656250 Penalty: 2577.900879
	Iteration 2F: 3 clusters Score -243352.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -243445.296875 Penalty: 2577.900879
	Iteration 3F: 3 clusters Score -243445.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -243505.890625 Penalty: 2577.900879
	Iteration 4Q: 3 clusters Score -243505.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -243571.578125 Penalty: 2577.900879
	Iteration 5Q: 3 clusters Score -243571.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -243628.171875 Penalty: 2577.900879
	Iteration 6Q: 3 clusters Score -243628.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -243680.234375 Penalty: 2577.900879
	Iteration 7Q: 3 clusters Score -243680.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -243727.781250 Penalty: 2577.900879
	Iteration 8Q: 3 clusters Score -243727.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -243763.156250 Penalty: 2577.900879
	Iteration 9Q: 3 clusters Score -243763.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243799.390625 Penalty: 2577.900879
	Iteration 10Q: 3 clusters Score -243799.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -243842.453125 Penalty: 2577.900879
	Iteration 11Q: 3 clusters Score -243842.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243870.343750 Penalty: 2577.900879
	Iteration 12Q: 3 clusters Score -243870.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -243894.859375 Penalty: 2577.900879
	Iteration 13Q: 3 clusters Score -243894.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -243924.640625 Penalty: 2577.900879
	Iteration 14Q: 3 clusters Score -243924.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -243969.187500 Penalty: 2577.900879
	Iteration 15Q: 3 clusters Score -243969.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -244021.765625 Penalty: 2577.900879
	Iteration 16Q: 3 clusters Score -244021.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -244068.296875 Penalty: 2577.900879
	Iteration 17Q: 3 clusters Score -244068.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -244102.656250 Penalty: 2577.900879
	Iteration 18Q: 3 clusters Score -244102.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -244125.250000 Penalty: 2577.900879
	Iteration 19Q: 3 clusters Score -244125.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -244140.937500 Penalty: 2577.900879
	Iteration 20F: 3 clusters Score -244140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -244153.859375 Penalty: 2577.900879
	Iteration 21Q: 3 clusters Score -244153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -244162.812500 Penalty: 2577.900879
	Iteration 22Q: 3 clusters Score -244162.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -244170.843750 Penalty: 2577.900879
	Iteration 23Q: 3 clusters Score -244170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -244178.921875 Penalty: 2577.900879
	Iteration 24Q: 3 clusters Score -244178.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -244185.718750 Penalty: 2577.900879
	Iteration 25Q: 3 clusters Score -244185.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -244194.015625 Penalty: 2577.900879
	Iteration 26Q: 3 clusters Score -244194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -244199.062500 Penalty: 2577.900879
	Iteration 27Q: 3 clusters Score -244199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -244201.703125 Penalty: 2577.900879
	Iteration 28Q: 3 clusters Score -244201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -244204.093750 Penalty: 2577.900879
	Iteration 29Q: 3 clusters Score -244204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -244206.718750 Penalty: 2577.900879
	Iteration 30Q: 3 clusters Score -244206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -244210.703125 Penalty: 2577.900879
	Iteration 31Q: 3 clusters Score -244210.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -244216.515625 Penalty: 2577.900879
	Iteration 32Q: 3 clusters Score -244216.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -244221.203125 Penalty: 2577.900879
	Iteration 33Q: 3 clusters Score -244221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -244225.406250 Penalty: 2577.900879
	Iteration 34Q: 3 clusters Score -244225.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -244231.328125 Penalty: 2577.900879
	Iteration 35Q: 3 clusters Score -244231.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -244234.656250 Penalty: 2577.900879
	Iteration 36Q: 3 clusters Score -244234.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -244240.531250 Penalty: 2577.900879
	Iteration 37Q: 3 clusters Score -244240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -244244.078125 Penalty: 2577.900879
	Iteration 38Q: 3 clusters Score -244244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -244244.375000 Penalty: 2577.900879
	Iteration 39Q: 3 clusters Score -244244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -244244.843750 Penalty: 2577.900879
	Iteration 40F: 3 clusters Score -244244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -17041.925781 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -17041.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16246.227539 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -16246.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -16348.463867 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -16348.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16400.410156 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -16400.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16419.515625 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -16419.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16426.076172 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -16426.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -16437.076172 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -16437.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16440.255859 Penalty: 1770.189575
	Iteration 6Q: 3 clusters Score -16440.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -16440.255859 Penalty: 1770.189575
	Iteration 7F: 3 clusters Score -16440.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -160681.781250 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -160681.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -158670.578125 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -158670.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -159093.734375 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -159093.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159214.984375 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -159215 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -159304.078125 Penalty: 2456.178711
	Iteration 3F: 3 clusters Score -159304.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -159386.171875 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -159386.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159431.093750 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -159431.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -159465.375000 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -159465.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159502.453125 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -159502.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159536.796875 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -159536.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -159567.812500 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -159567.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -159589.921875 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -159589.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -159607.625000 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -159607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -159625.015625 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -159625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159644.296875 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -159644.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -159662.703125 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -159662.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -159675.515625 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -159675.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -159686.453125 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -159686.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -159698.500000 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -159698.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -159707.468750 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -159707.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -159712.859375 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -159712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -159715.250000 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -159715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -159717.515625 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -159717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -159719.484375 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -159719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -159721.937500 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -159721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -159723.937500 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -159723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -159726.765625 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -159726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -159728.296875 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -159728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -159733.140625 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -159733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -159739.421875 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -159739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -159744.812500 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -159744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -159749.703125 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -159749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -159751.953125 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -159752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -159753.218750 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -159753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -159756.484375 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -159756.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -159760.750000 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -159760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -159761.578125 Penalty: 2456.178711
	Iteration 35Q: 3 clusters Score -159761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -159761.578125 Penalty: 2456.178711
	Iteration 36F: 3 clusters Score -159761.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Entering Unmasked Estep 
Score: -1151055.625000 Penalty: 1538.901489
	Iteration 0F: 2 clusters Score -1151056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1141879.375000 Penalty: 3077.802979
	Iteration 0F: 3 clusters Score -1141879 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1144927.000000 Penalty: 3077.802979
	Iteration 1F: 3 clusters Score -1144927 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1145123.125000 Penalty: 3077.802979
	Iteration 2Q: 3 clusters Score -1145123 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1145299.500000 Penalty: 3077.802979
	Iteration 3Q: 3 clusters Score -1145300 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1145440.750000 Penalty: 3077.802979
	Iteration 4Q: 3 clusters Score -1145441 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1145563.125000 Penalty: 3077.802979
	Iteration 5Q: 3 clusters Score -1145563 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1145703.250000 Penalty: 3077.802979
	Iteration 6Q: 3 clusters Score -1145703 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1145875.250000 Penalty: 3077.802979
	Iteration 7Q: 3 clusters Score -1145875 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1146093.375000 Penalty: 3077.802979
	Iteration 8Q: 3 clusters Score -1146093 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1146389.875000 Penalty: 3077.802979
	Iteration 9Q: 3 clusters Score -1146390 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1146771.750000 Penalty: 3077.802979
	Iteration 10Q: 3 clusters Score -1146772 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1147282.750000 Penalty: 3077.802979
	Iteration 11F: 3 clusters Score -1147283 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1147767.375000 Penalty: 3077.802979
	Iteration 12Q: 3 clusters Score -1147767 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1148243.875000 Penalty: 3077.802979
	Iteration 13Q: 3 clusters Score -1148244 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1148659.875000 Penalty: 3077.802979
	Iteration 14Q: 3 clusters Score -1148660 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1148971.625000 Penalty: 3077.802979
	Iteration 15Q: 3 clusters Score -1148972 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1149222.250000 Penalty: 3077.802979
	Iteration 16Q: 3 clusters Score -1149222 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1149404.125000 Penalty: 3077.802979
	Iteration 17Q: 3 clusters Score -1149404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1149501.000000 Penalty: 3077.802979
	Iteration 18Q: 3 clusters Score -1149501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1149559.500000 Penalty: 3077.802979
	Iteration 19Q: 3 clusters Score -1149560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1149606.750000 Penalty: 3077.802979
	Iteration 20F: 3 clusters Score -1149607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1149647.625000 Penalty: 3077.802979
	Iteration 21Q: 3 clusters Score -1149648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1149670.375000 Penalty: 3077.802979
	Iteration 22Q: 3 clusters Score -1149670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1149690.125000 Penalty: 3077.802979
	Iteration 23Q: 3 clusters Score -1149690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1149699.250000 Penalty: 3077.802979
	Iteration 24Q: 3 clusters Score -1149699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1149704.875000 Penalty: 3077.802979
	Iteration 25Q: 3 clusters Score -1149705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1149708.000000 Penalty: 3077.802979
	Iteration 26Q: 3 clusters Score -1149708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1149712.500000 Penalty: 3077.802979
	Iteration 27Q: 3 clusters Score -1149712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1149714.750000 Penalty: 3077.802979
	Iteration 28Q: 3 clusters Score -1149715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1149717.875000 Penalty: 3077.802979
	Iteration 29Q: 3 clusters Score -1149718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1149719.125000 Penalty: 3077.802979
	Iteration 30Q: 3 clusters Score -1149719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1149721.625000 Penalty: 3077.802979
	Iteration 31Q: 3 clusters Score -1149722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1149726.250000 Penalty: 3077.802979
	Iteration 32Q: 3 clusters Score -1149726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1149726.500000 Penalty: 3077.802979
	Iteration 33Q: 3 clusters Score -1149726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1149727.000000 Penalty: 3077.802979
	Iteration 34Q: 3 clusters Score -1149727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1149727.000000 Penalty: 3077.802979
	Iteration 35F: 3 clusters Score -1149727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -348555.531250 Penalty: 1339.234009
	Iteration 0F: 2 clusters Score -348555.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -345323.968750 Penalty: 2678.468018
	Iteration 0F: 3 clusters Score -345324 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -346130.218750 Penalty: 2678.468018
	Iteration 1F: 3 clusters Score -346130.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -346264.281250 Penalty: 2678.468018
	Iteration 2F: 3 clusters Score -346264.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -346339.531250 Penalty: 2678.468018
	Iteration 3Q: 3 clusters Score -346339.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -346394.218750 Penalty: 2678.468018
	Iteration 4Q: 3 clusters Score -346394.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -346439.468750 Penalty: 2678.468018
	Iteration 5Q: 3 clusters Score -346439.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -346480.562500 Penalty: 2678.468018
	Iteration 6Q: 3 clusters Score -346480.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -346527.531250 Penalty: 2678.468018
	Iteration 7Q: 3 clusters Score -346527.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -346578.281250 Penalty: 2678.468018
	Iteration 8Q: 3 clusters Score -346578.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -346626.843750 Penalty: 2678.468018
	Iteration 9Q: 3 clusters Score -346626.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -346680.562500 Penalty: 2678.468018
	Iteration 10Q: 3 clusters Score -346680.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -346747.656250 Penalty: 2678.468018
	Iteration 11Q: 3 clusters Score -346747.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -346820.843750 Penalty: 2678.468018
	Iteration 12Q: 3 clusters Score -346820.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -346890.562500 Penalty: 2678.468018
	Iteration 13Q: 3 clusters Score -346890.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -346974.968750 Penalty: 2678.468018
	Iteration 14Q: 3 clusters Score -346975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -347047.312500 Penalty: 2678.468018
	Iteration 15Q: 3 clusters Score -347047.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -347096.312500 Penalty: 2678.468018
	Iteration 16Q: 3 clusters Score -347096.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -347141.218750 Penalty: 2678.468018
	Iteration 17Q: 3 clusters Score -347141.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -347176.843750 Penalty: 2678.468018
	Iteration 18Q: 3 clusters Score -347176.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -347210.687500 Penalty: 2678.468018
	Iteration 19Q: 3 clusters Score -347210.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -347244.750000 Penalty: 2678.468018
	Iteration 20F: 3 clusters Score -347244.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -347268.937500 Penalty: 2678.468018
	Iteration 21Q: 3 clusters Score -347268.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -347290.375000 Penalty: 2678.468018
	Iteration 22Q: 3 clusters Score -347290.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -347307.593750 Penalty: 2678.468018
	Iteration 23Q: 3 clusters Score -347307.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -347328.031250 Penalty: 2678.468018
	Iteration 24Q: 3 clusters Score -347328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -347347.125000 Penalty: 2678.468018
	Iteration 25Q: 3 clusters Score -347347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -347354.593750 Penalty: 2678.468018
	Iteration 26Q: 3 clusters Score -347354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -347358.406250 Penalty: 2678.468018
	Iteration 27Q: 3 clusters Score -347358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -347362.281250 Penalty: 2678.468018
	Iteration 28Q: 3 clusters Score -347362.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -347369.593750 Penalty: 2678.468018
	Iteration 29Q: 3 clusters Score -347369.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -347378.468750 Penalty: 2678.468018
	Iteration 30Q: 3 clusters Score -347378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -347384.250000 Penalty: 2678.468018
	Iteration 31Q: 3 clusters Score -347384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -347385.625000 Penalty: 2678.468018
	Iteration 32Q: 3 clusters Score -347385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -347388.125000 Penalty: 2678.468018
	Iteration 33Q: 3 clusters Score -347388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -347388.250000 Penalty: 2678.468018
	Iteration 34Q: 3 clusters Score -347388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -347388.250000 Penalty: 2678.468018
	Iteration 35F: 3 clusters Score -347388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Entering Unmasked Estep 
Score: -872418.250000 Penalty: 1493.943726
	Iteration 0F: 2 clusters Score -872418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -865377.750000 Penalty: 2987.887451
	Iteration 0F: 3 clusters Score -865377.8 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -867769.062500 Penalty: 2987.887451
	Iteration 1F: 3 clusters Score -867769.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -868024.500000 Penalty: 2987.887451
	Iteration 2F: 3 clusters Score -868024.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -868233.437500 Penalty: 2987.887451
	Iteration 3F: 3 clusters Score -868233.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -868408.187500 Penalty: 2987.887451
	Iteration 4Q: 3 clusters Score -868408.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -868572.812500 Penalty: 2987.887451
	Iteration 5Q: 3 clusters Score -868572.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -868727.937500 Penalty: 2987.887451
	Iteration 6Q: 3 clusters Score -868727.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -868892.062500 Penalty: 2987.887451
	Iteration 7Q: 3 clusters Score -868892.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -869092.125000 Penalty: 2987.887451
	Iteration 8Q: 3 clusters Score -869092.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -869344.937500 Penalty: 2987.887451
	Iteration 9Q: 3 clusters Score -869344.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -869611.500000 Penalty: 2987.887451
	Iteration 10Q: 3 clusters Score -869611.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -869824.937500 Penalty: 2987.887451
	Iteration 11Q: 3 clusters Score -869824.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -869993.875000 Penalty: 2987.887451
	Iteration 12Q: 3 clusters Score -869993.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -870127.312500 Penalty: 2987.887451
	Iteration 13Q: 3 clusters Score -870127.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -870225.312500 Penalty: 2987.887451
	Iteration 14Q: 3 clusters Score -870225.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -870297.250000 Penalty: 2987.887451
	Iteration 15Q: 3 clusters Score -870297.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -870365.687500 Penalty: 2987.887451
	Iteration 16Q: 3 clusters Score -870365.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -870426.125000 Penalty: 2987.887451
	Iteration 17Q: 3 clusters Score -870426.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -870476.875000 Penalty: 2987.887451
	Iteration 18Q: 3 clusters Score -870476.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -870522.000000 Penalty: 2987.887451
	Iteration 19Q: 3 clusters Score -870522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -870581.437500 Penalty: 2987.887451
	Iteration 20F: 3 clusters Score -870581.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -870632.250000 Penalty: 2987.887451
	Iteration 21Q: 3 clusters Score -870632.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -870684.937500 Penalty: 2987.887451
	Iteration 22Q: 3 clusters Score -870684.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -870732.562500 Penalty: 2987.887451
	Iteration 23Q: 3 clusters Score -870732.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -870784.437500 Penalty: 2987.887451
	Iteration 24Q: 3 clusters Score -870784.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -870834.500000 Penalty: 2987.887451
	Iteration 25Q: 3 clusters Score -870834.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -870878.375000 Penalty: 2987.887451
	Iteration 26Q: 3 clusters Score -870878.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -870922.875000 Penalty: 2987.887451
	Iteration 27Q: 3 clusters Score -870922.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -870960.937500 Penalty: 2987.887451
	Iteration 28Q: 3 clusters Score -870960.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -870991.500000 Penalty: 2987.887451
	Iteration 29Q: 3 clusters Score -870991.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -871021.625000 Penalty: 2987.887451
	Iteration 30Q: 3 clusters Score -871021.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -871044.250000 Penalty: 2987.887451
	Iteration 31Q: 3 clusters Score -871044.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -871069.437500 Penalty: 2987.887451
	Iteration 32Q: 3 clusters Score -871069.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -871105.437500 Penalty: 2987.887451
	Iteration 33Q: 3 clusters Score -871105.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -871127.562500 Penalty: 2987.887451
	Iteration 34Q: 3 clusters Score -871127.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -871157.500000 Penalty: 2987.887451
	Iteration 35Q: 3 clusters Score -871157.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -871183.312500 Penalty: 2987.887451
	Iteration 36Q: 3 clusters Score -871183.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -871196.937500 Penalty: 2987.887451
	Iteration 37Q: 3 clusters Score -871196.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -871210.625000 Penalty: 2987.887451
	Iteration 38Q: 3 clusters Score -871210.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -871225.125000 Penalty: 2987.887451
	Iteration 39Q: 3 clusters Score -871225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -871238.250000 Penalty: 2987.887451
	Iteration 40F: 3 clusters Score -871238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -871243.875000 Penalty: 2987.887451
	Iteration 41Q: 3 clusters Score -871243.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -871245.625000 Penalty: 2987.887451
	Iteration 42Q: 3 clusters Score -871245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -871246.875000 Penalty: 2987.887451
	Iteration 43Q: 3 clusters Score -871246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -871250.750000 Penalty: 2987.887451
	Iteration 44Q: 3 clusters Score -871250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -871253.875000 Penalty: 2987.887451
	Iteration 45Q: 3 clusters Score -871253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -871254.062500 Penalty: 2987.887451
	Iteration 46Q: 3 clusters Score -871254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -871256.062500 Penalty: 2987.887451
	Iteration 47Q: 3 clusters Score -871256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -871255.750000 Penalty: 2987.887451
	Iteration 48Q: 3 clusters Score -871255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -871255.750000 Penalty: 2987.887451
	Iteration 49F: 3 clusters Score -871255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -94626.390625 Penalty: 1136.663208
	Iteration 0F: 2 clusters Score -94626.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93116.234375 Penalty: 2273.326416
	Iteration 0F: 3 clusters Score -93116.23 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -93385.937500 Penalty: 2273.326416
	Iteration 1F: 3 clusters Score -93385.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93453.921875 Penalty: 2273.326416
	Iteration 2F: 3 clusters Score -93453.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -93497.156250 Penalty: 2273.326416
	Iteration 3Q: 3 clusters Score -93497.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -93509.601562 Penalty: 2273.326416
	Iteration 4Q: 3 clusters Score -93509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -93520.242188 Penalty: 2273.326416
	Iteration 5Q: 3 clusters Score -93520.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -93525.265625 Penalty: 2273.326416
	Iteration 6Q: 3 clusters Score -93525.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93528.093750 Penalty: 2273.326416
	Iteration 7Q: 3 clusters Score -93528.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93532.031250 Penalty: 2273.326416
	Iteration 8Q: 3 clusters Score -93532.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -93538.007812 Penalty: 2273.326416
	Iteration 9Q: 3 clusters Score -93538.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -93543.218750 Penalty: 2273.326416
	Iteration 10Q: 3 clusters Score -93543.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93548.937500 Penalty: 2273.326416
	Iteration 11Q: 3 clusters Score -93548.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93550.046875 Penalty: 2273.326416
	Iteration 12Q: 3 clusters Score -93550.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -93550.046875 Penalty: 2273.326416
	Iteration 13F: 3 clusters Score -93550.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Entering Unmasked Estep 
Score: -1553972.125000 Penalty: 1585.618530
	Iteration 0F: 2 clusters Score -1553972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1542034.000000 Penalty: 3171.237061
	Iteration 0F: 3 clusters Score -1542034 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1546214.125000 Penalty: 3171.237061
	Iteration 1F: 3 clusters Score -1546214 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1546559.875000 Penalty: 3171.237061
	Iteration 2F: 3 clusters Score -1546560 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1546957.375000 Penalty: 3171.237061
	Iteration 3Q: 3 clusters Score -1546957 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1547444.000000 Penalty: 3171.237061
	Iteration 4F: 3 clusters Score -1547444 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1548006.375000 Penalty: 3171.237061
	Iteration 5F: 3 clusters Score -1548006 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1548687.000000 Penalty: 3171.237061
	Iteration 6F: 3 clusters Score -1548687 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1549377.625000 Penalty: 3171.237061
	Iteration 7F: 3 clusters Score -1549378 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1549968.750000 Penalty: 3171.237061
	Iteration 8F: 3 clusters Score -1549969 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1550426.125000 Penalty: 3171.237061
	Iteration 9Q: 3 clusters Score -1550426 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1550707.125000 Penalty: 3171.237061
	Iteration 10Q: 3 clusters Score -1550707 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1550878.875000 Penalty: 3171.237061
	Iteration 11Q: 3 clusters Score -1550879 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1550983.625000 Penalty: 3171.237061
	Iteration 12Q: 3 clusters Score -1550984 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1551039.750000 Penalty: 3171.237061
	Iteration 13Q: 3 clusters Score -1551040 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1551079.250000 Penalty: 3171.237061
	Iteration 14Q: 3 clusters Score -1551079 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1551112.125000 Penalty: 3171.237061
	Iteration 15Q: 3 clusters Score -1551112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1551141.125000 Penalty: 3171.237061
	Iteration 16Q: 3 clusters Score -1551141 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1551168.000000 Penalty: 3171.237061
	Iteration 17Q: 3 clusters Score -1551168 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1551189.500000 Penalty: 3171.237061
	Iteration 18Q: 3 clusters Score -1551190 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1551204.250000 Penalty: 3171.237061
	Iteration 19Q: 3 clusters Score -1551204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1551217.875000 Penalty: 3171.237061
	Iteration 20F: 3 clusters Score -1551218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1551232.250000 Penalty: 3171.237061
	Iteration 21Q: 3 clusters Score -1551232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1551243.125000 Penalty: 3171.237061
	Iteration 22Q: 3 clusters Score -1551243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1551251.375000 Penalty: 3171.237061
	Iteration 23Q: 3 clusters Score -1551251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1551256.625000 Penalty: 3171.237061
	Iteration 24Q: 3 clusters Score -1551257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1551271.500000 Penalty: 3171.237061
	Iteration 25Q: 3 clusters Score -1551272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1551280.250000 Penalty: 3171.237061
	Iteration 26Q: 3 clusters Score -1551280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1551290.500000 Penalty: 3171.237061
	Iteration 27Q: 3 clusters Score -1551290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1551306.125000 Penalty: 3171.237061
	Iteration 28Q: 3 clusters Score -1551306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1551321.000000 Penalty: 3171.237061
	Iteration 29Q: 3 clusters Score -1551321 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1551331.250000 Penalty: 3171.237061
	Iteration 30Q: 3 clusters Score -1551331 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1551352.500000 Penalty: 3171.237061
	Iteration 31Q: 3 clusters Score -1551352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1551366.125000 Penalty: 3171.237061
	Iteration 32Q: 3 clusters Score -1551366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1551392.250000 Penalty: 3171.237061
	Iteration 33Q: 3 clusters Score -1551392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1551395.250000 Penalty: 3171.237061
	Iteration 34Q: 3 clusters Score -1551395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1551412.750000 Penalty: 3171.237061
	Iteration 35Q: 3 clusters Score -1551413 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1551424.125000 Penalty: 3171.237061
	Iteration 36Q: 3 clusters Score -1551424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1551435.250000 Penalty: 3171.237061
	Iteration 37Q: 3 clusters Score -1551435 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1551447.500000 Penalty: 3171.237061
	Iteration 38Q: 3 clusters Score -1551448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1551456.250000 Penalty: 3171.237061
	Iteration 39Q: 3 clusters Score -1551456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1551467.750000 Penalty: 3171.237061
	Iteration 40F: 3 clusters Score -1551468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1551472.375000 Penalty: 3171.237061
	Iteration 41Q: 3 clusters Score -1551472 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1551482.000000 Penalty: 3171.237061
	Iteration 42Q: 3 clusters Score -1551482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1551492.875000 Penalty: 3171.237061
	Iteration 43Q: 3 clusters Score -1551493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1551505.500000 Penalty: 3171.237061
	Iteration 44Q: 3 clusters Score -1551506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1551511.375000 Penalty: 3171.237061
	Iteration 45Q: 3 clusters Score -1551511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1551514.625000 Penalty: 3171.237061
	Iteration 46Q: 3 clusters Score -1551515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1551514.375000 Penalty: 3171.237061
	Iteration 47Q: 3 clusters Score -1551514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1551524.000000 Penalty: 3171.237061
	Iteration 48Q: 3 clusters Score -1551524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1551527.875000 Penalty: 3171.237061
	Iteration 49Q: 3 clusters Score -1551528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1551534.000000 Penalty: 3171.237061
	Iteration 50Q: 3 clusters Score -1551534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1551539.875000 Penalty: 3171.237061
	Iteration 51Q: 3 clusters Score -1551540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1551536.250000 Penalty: 3171.237061
	Iteration 52Q: 3 clusters Score -1551536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1551536.750000 Penalty: 3171.237061
	Iteration 53Q: 3 clusters Score -1551537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1551540.000000 Penalty: 3171.237061
	Iteration 54Q: 3 clusters Score -1551540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1551541.250000 Penalty: 3171.237061
	Iteration 55Q: 3 clusters Score -1551541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1551540.000000 Penalty: 3171.237061
	Iteration 56Q: 3 clusters Score -1551540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1551541.875000 Penalty: 3171.237061
	Iteration 57Q: 3 clusters Score -1551542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1551541.000000 Penalty: 3171.237061
	Iteration 58Q: 3 clusters Score -1551541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1551544.375000 Penalty: 3171.237061
	Iteration 59Q: 3 clusters Score -1551544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1551542.625000 Penalty: 3171.237061
	Iteration 60F: 3 clusters Score -1551543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1551541.500000 Penalty: 3171.237061
	Iteration 61Q: 3 clusters Score -1551542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1551546.875000 Penalty: 3171.237061
	Iteration 62Q: 3 clusters Score -1551547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1551550.500000 Penalty: 3171.237061
	Iteration 63Q: 3 clusters Score -1551550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1551549.625000 Penalty: 3171.237061
	Iteration 64Q: 3 clusters Score -1551550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1551550.125000 Penalty: 3171.237061
	Iteration 65Q: 3 clusters Score -1551550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1551548.000000 Penalty: 3171.237061
	Iteration 66Q: 3 clusters Score -1551548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1551549.375000 Penalty: 3171.237061
	Iteration 67Q: 3 clusters Score -1551549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1551551.000000 Penalty: 3171.237061
	Iteration 68Q: 3 clusters Score -1551551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1551551.750000 Penalty: 3171.237061
	Iteration 69Q: 3 clusters Score -1551552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1551547.750000 Penalty: 3171.237061
	Iteration 70Q: 3 clusters Score -1551548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1551550.750000 Penalty: 3171.237061
	Iteration 71Q: 3 clusters Score -1551551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1551549.375000 Penalty: 3171.237061
	Iteration 72Q: 3 clusters Score -1551549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1551550.875000 Penalty: 3171.237061
	Iteration 73Q: 3 clusters Score -1551551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1551552.750000 Penalty: 3171.237061
	Iteration 74Q: 3 clusters Score -1551553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1551556.500000 Penalty: 3171.237061
	Iteration 75Q: 3 clusters Score -1551556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1551554.375000 Penalty: 3171.237061
	Iteration 76Q: 3 clusters Score -1551554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1551554.875000 Penalty: 3171.237061
	Iteration 77Q: 3 clusters Score -1551555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1551555.500000 Penalty: 3171.237061
	Iteration 78Q: 3 clusters Score -1551556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1551558.375000 Penalty: 3171.237061
	Iteration 79Q: 3 clusters Score -1551558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1551562.000000 Penalty: 3171.237061
	Iteration 80F: 3 clusters Score -1551562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -384560.718750 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -384560.7 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 2202 members 
Entering Unmasked Estep 
Score: -380992.125000 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -380992.1 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -381963.468750 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -381963.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -382116.562500 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -382116.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -382229.468750 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -382229.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -382325.468750 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -382325.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -382401.312500 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -382401.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -382479.156250 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -382479.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -382549.281250 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -382549.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -382610.437500 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -382610.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -382677.187500 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -382677.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -382740.937500 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -382740.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -382811.937500 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -382811.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -382910.343750 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -382910.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -383035.843750 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -383035.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -383144.468750 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -383144.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -383257.375000 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -383257.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -383359.468750 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -383359.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -383441.843750 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -383441.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -383525.281250 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -383525.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -383607.250000 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -383607.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -383660.218750 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -383660.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -383697.406250 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -383697.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -383711.062500 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -383711.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -383717.593750 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -383717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -383721.906250 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -383721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -383722.687500 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -383722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -383724.500000 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -383724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -383725.093750 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -383725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -383726.562500 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -383726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -383725.687500 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -383725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -383726.250000 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -383726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -383726.250000 Penalty: 2723.051514
	Iteration 31F: 3 clusters Score -383726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -396286.656250 Penalty: 1361.301636
	Iteration 0F: 2 clusters Score -396286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -392695.812500 Penalty: 2722.603271
	Iteration 0F: 3 clusters Score -392695.8 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -393626.531250 Penalty: 2722.603271
	Iteration 1F: 3 clusters Score -393626.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -393788.312500 Penalty: 2722.603271
	Iteration 2F: 3 clusters Score -393788.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -393892.156250 Penalty: 2722.603271
	Iteration 3Q: 3 clusters Score -393892.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -393973.718750 Penalty: 2722.603271
	Iteration 4Q: 3 clusters Score -393973.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -394053.125000 Penalty: 2722.603271
	Iteration 5Q: 3 clusters Score -394053.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -394137.500000 Penalty: 2722.603271
	Iteration 6Q: 3 clusters Score -394137.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -394204.281250 Penalty: 2722.603271
	Iteration 7Q: 3 clusters Score -394204.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -394269.812500 Penalty: 2722.603271
	Iteration 8Q: 3 clusters Score -394269.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -394337.468750 Penalty: 2722.603271
	Iteration 9Q: 3 clusters Score -394337.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -394410.187500 Penalty: 2722.603271
	Iteration 10Q: 3 clusters Score -394410.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -394499.218750 Penalty: 2722.603271
	Iteration 11Q: 3 clusters Score -394499.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -394599.437500 Penalty: 2722.603271
	Iteration 12Q: 3 clusters Score -394599.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -394702.468750 Penalty: 2722.603271
	Iteration 13Q: 3 clusters Score -394702.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -394799.625000 Penalty: 2722.603271
	Iteration 14Q: 3 clusters Score -394799.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -394877.656250 Penalty: 2722.603271
	Iteration 15Q: 3 clusters Score -394877.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -394937.437500 Penalty: 2722.603271
	Iteration 16Q: 3 clusters Score -394937.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -394979.406250 Penalty: 2722.603271
	Iteration 17Q: 3 clusters Score -394979.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -395014.125000 Penalty: 2722.603271
	Iteration 18Q: 3 clusters Score -395014.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -395045.312500 Penalty: 2722.603271
	Iteration 19Q: 3 clusters Score -395045.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -395064.843750 Penalty: 2722.603271
	Iteration 20F: 3 clusters Score -395064.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -395078.468750 Penalty: 2722.603271
	Iteration 21Q: 3 clusters Score -395078.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -395086.125000 Penalty: 2722.603271
	Iteration 22Q: 3 clusters Score -395086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -395090.843750 Penalty: 2722.603271
	Iteration 23Q: 3 clusters Score -395090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -395097.343750 Penalty: 2722.603271
	Iteration 24Q: 3 clusters Score -395097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -395103.656250 Penalty: 2722.603271
	Iteration 25Q: 3 clusters Score -395103.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -395105.593750 Penalty: 2722.603271
	Iteration 26Q: 3 clusters Score -395105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -395108.718750 Penalty: 2722.603271
	Iteration 27Q: 3 clusters Score -395108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -395110.781250 Penalty: 2722.603271
	Iteration 28Q: 3 clusters Score -395110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -395110.781250 Penalty: 2722.603271
	Iteration 29F: 3 clusters Score -395110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Entering Unmasked Estep 
Score: -556355.000000 Penalty: 1417.973999
	Iteration 0F: 2 clusters Score -556355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -551650.875000 Penalty: 2835.947998
	Iteration 0F: 3 clusters Score -551650.9 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -552985.312500 Penalty: 2835.947998
	Iteration 1F: 3 clusters Score -552985.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -553137.312500 Penalty: 2835.947998
	Iteration 2F: 3 clusters Score -553137.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -553227.687500 Penalty: 2835.947998
	Iteration 3Q: 3 clusters Score -553227.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -553302.187500 Penalty: 2835.947998
	Iteration 4Q: 3 clusters Score -553302.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -553363.125000 Penalty: 2835.947998
	Iteration 5Q: 3 clusters Score -553363.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -553421.187500 Penalty: 2835.947998
	Iteration 6Q: 3 clusters Score -553421.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -553462.312500 Penalty: 2835.947998
	Iteration 7Q: 3 clusters Score -553462.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -553496.562500 Penalty: 2835.947998
	Iteration 8Q: 3 clusters Score -553496.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -553536.062500 Penalty: 2835.947998
	Iteration 9Q: 3 clusters Score -553536.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -553597.000000 Penalty: 2835.947998
	Iteration 10Q: 3 clusters Score -553597 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -553659.375000 Penalty: 2835.947998
	Iteration 11Q: 3 clusters Score -553659.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -553732.250000 Penalty: 2835.947998
	Iteration 12Q: 3 clusters Score -553732.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -553810.687500 Penalty: 2835.947998
	Iteration 13Q: 3 clusters Score -553810.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -553895.250000 Penalty: 2835.947998
	Iteration 14Q: 3 clusters Score -553895.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -553995.375000 Penalty: 2835.947998
	Iteration 15Q: 3 clusters Score -553995.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -554132.750000 Penalty: 2835.947998
	Iteration 16Q: 3 clusters Score -554132.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -554275.875000 Penalty: 2835.947998
	Iteration 17Q: 3 clusters Score -554275.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -554412.312500 Penalty: 2835.947998
	Iteration 18Q: 3 clusters Score -554412.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -554534.062500 Penalty: 2835.947998
	Iteration 19Q: 3 clusters Score -554534.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -554638.250000 Penalty: 2835.947998
	Iteration 20F: 3 clusters Score -554638.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -554740.187500 Penalty: 2835.947998
	Iteration 21Q: 3 clusters Score -554740.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -554816.437500 Penalty: 2835.947998
	Iteration 22Q: 3 clusters Score -554816.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -554883.750000 Penalty: 2835.947998
	Iteration 23Q: 3 clusters Score -554883.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -554932.812500 Penalty: 2835.947998
	Iteration 24Q: 3 clusters Score -554932.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -554955.437500 Penalty: 2835.947998
	Iteration 25Q: 3 clusters Score -554955.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -554981.937500 Penalty: 2835.947998
	Iteration 26Q: 3 clusters Score -554981.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -555000.875000 Penalty: 2835.947998
	Iteration 27Q: 3 clusters Score -555000.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -555016.187500 Penalty: 2835.947998
	Iteration 28Q: 3 clusters Score -555016.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -555035.687500 Penalty: 2835.947998
	Iteration 29Q: 3 clusters Score -555035.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -555047.062500 Penalty: 2835.947998
	Iteration 30Q: 3 clusters Score -555047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -555058.875000 Penalty: 2835.947998
	Iteration 31Q: 3 clusters Score -555058.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -555065.375000 Penalty: 2835.947998
	Iteration 32Q: 3 clusters Score -555065.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -555073.812500 Penalty: 2835.947998
	Iteration 33Q: 3 clusters Score -555073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -555084.312500 Penalty: 2835.947998
	Iteration 34Q: 3 clusters Score -555084.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -555096.812500 Penalty: 2835.947998
	Iteration 35Q: 3 clusters Score -555096.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -555107.875000 Penalty: 2835.947998
	Iteration 36Q: 3 clusters Score -555107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -555111.375000 Penalty: 2835.947998
	Iteration 37Q: 3 clusters Score -555111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -555118.812500 Penalty: 2835.947998
	Iteration 38Q: 3 clusters Score -555118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -555123.187500 Penalty: 2835.947998
	Iteration 39Q: 3 clusters Score -555123.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -555130.375000 Penalty: 2835.947998
	Iteration 40F: 3 clusters Score -555130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -555135.000000 Penalty: 2835.947998
	Iteration 41Q: 3 clusters Score -555135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -555137.062500 Penalty: 2835.947998
	Iteration 42Q: 3 clusters Score -555137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -555139.250000 Penalty: 2835.947998
	Iteration 43Q: 3 clusters Score -555139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -555140.687500 Penalty: 2835.947998
	Iteration 44Q: 3 clusters Score -555140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -555140.687500 Penalty: 2835.947998
	Iteration 45F: 3 clusters Score -555140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -104823.812500 Penalty: 1146.768433
	Iteration 0F: 2 clusters Score -104823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103335.203125 Penalty: 2293.536865
	Iteration 0F: 3 clusters Score -103335.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103774.867188 Penalty: 2293.536865
	Iteration 1F: 3 clusters Score -103774.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -103901.226562 Penalty: 2293.536865
	Iteration 2F: 3 clusters Score -103901.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -103992.648438 Penalty: 2293.536865
	Iteration 3F: 3 clusters Score -103992.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -104074.359375 Penalty: 2293.536865
	Iteration 4Q: 3 clusters Score -104074.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -104154.781250 Penalty: 2293.536865
	Iteration 5Q: 3 clusters Score -104154.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -104232.539062 Penalty: 2293.536865
	Iteration 6Q: 3 clusters Score -104232.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -104301.359375 Penalty: 2293.536865
	Iteration 7Q: 3 clusters Score -104301.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -104371.617188 Penalty: 2293.536865
	Iteration 8Q: 3 clusters Score -104371.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -104422.625000 Penalty: 2293.536865
	Iteration 9Q: 3 clusters Score -104422.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -104460.828125 Penalty: 2293.536865
	Iteration 10Q: 3 clusters Score -104460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -104473.617188 Penalty: 2293.536865
	Iteration 11Q: 3 clusters Score -104473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -104479.468750 Penalty: 2293.536865
	Iteration 12Q: 3 clusters Score -104479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -104481.671875 Penalty: 2293.536865
	Iteration 13Q: 3 clusters Score -104481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -104483.390625 Penalty: 2293.536865
	Iteration 14Q: 3 clusters Score -104483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -104484.859375 Penalty: 2293.536865
	Iteration 15Q: 3 clusters Score -104484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -104484.859375 Penalty: 2293.536865
	Iteration 16F: 3 clusters Score -104484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7738 members 
Mstep: Class 3 contains 18514 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136605 members 
Mstep: Class 8 contains 284359 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1915 members 
Mstep: Class 14 contains 12967 members 
Mstep: Class 15 contains 3795 members 
Mstep: Class 16 contains 9833 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 17286 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 21 contains 6161 members 
Mstep: Class 22 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691016.000000 Penalty: 42806.605469
Iteration 159Q: 21 clusters Score -4.569102e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7738 members 
Mstep: Class 3 contains 18518 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2280 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136626 members 
Mstep: Class 8 contains 284346 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 14 contains 12977 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9826 members 
Mstep: Class 17 contains 1084 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4344 members 
Mstep: Class 21 contains 6159 members 
Mstep: Class 22 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691084.000000 Penalty: 42806.605469
Iteration 160F: 21 clusters Score -4.569108e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7740 members 
Mstep: Class 3 contains 18523 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 136644 members 
Mstep: Class 8 contains 284352 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 14 contains 12972 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9826 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 17280 members 
Mstep: Class 19 contains 4354 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 6157 members 
Mstep: Class 22 contains 1151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691128.000000 Penalty: 42806.605469
Iteration 161Q: 21 clusters Score -4.569113e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7741 members 
Mstep: Class 3 contains 18531 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136659 members 
Mstep: Class 8 contains 284352 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 14 contains 12967 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9825 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 6156 members 
Mstep: Class 22 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691092.000000 Penalty: 42806.605469
Iteration 162Q: 21 clusters Score -4.569109e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7741 members 
Mstep: Class 3 contains 18534 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2268 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136680 members 
Mstep: Class 8 contains 284346 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 12969 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9823 members 
Mstep: Class 17 contains 1067 members 
Mstep: Class 18 contains 17280 members 
Mstep: Class 19 contains 4354 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 6155 members 
Mstep: Class 22 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691092.000000 Penalty: 42806.605469
Iteration 163Q: 21 clusters Score -4.569109e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7740 members 
Mstep: Class 3 contains 18536 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2267 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136699 members 
Mstep: Class 8 contains 284339 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9824 members 
Mstep: Class 17 contains 1062 members 
Mstep: Class 18 contains 17280 members 
Mstep: Class 19 contains 4352 members 
Mstep: Class 20 contains 4323 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691108.000000 Penalty: 42806.605469
Iteration 164Q: 21 clusters Score -4.569111e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7741 members 
Mstep: Class 3 contains 18538 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136708 members 
Mstep: Class 8 contains 284338 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9822 members 
Mstep: Class 17 contains 1059 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691100.000000 Penalty: 42806.605469
Iteration 165Q: 21 clusters Score -4.56911e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7740 members 
Mstep: Class 3 contains 18540 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136720 members 
Mstep: Class 8 contains 284336 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 14 contains 12976 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1057 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4312 members 
Mstep: Class 21 contains 6155 members 
Mstep: Class 22 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691092.000000 Penalty: 42806.605469
Iteration 166Q: 21 clusters Score -4.569109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7737 members 
Mstep: Class 3 contains 18544 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136726 members 
Mstep: Class 8 contains 284334 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 14 contains 12975 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 6154 members 
Mstep: Class 22 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691088.000000 Penalty: 42806.605469
Iteration 167Q: 21 clusters Score -4.569109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18547 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136730 members 
Mstep: Class 8 contains 284333 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1924 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691076.000000 Penalty: 42806.605469
Iteration 168Q: 21 clusters Score -4.569108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136733 members 
Mstep: Class 8 contains 284330 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12972 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691056.000000 Penalty: 42806.605469
Iteration 169Q: 21 clusters Score -4.569106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136738 members 
Mstep: Class 8 contains 284329 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691076.000000 Penalty: 42806.605469
Iteration 170Q: 21 clusters Score -4.569108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136736 members 
Mstep: Class 8 contains 284329 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691076.000000 Penalty: 42806.605469
Iteration 171Q: 21 clusters Score -4.569108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136736 members 
Mstep: Class 8 contains 284326 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691092.000000 Penalty: 42806.605469
Iteration 172Q: 21 clusters Score -4.569109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136738 members 
Mstep: Class 8 contains 284324 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691116.000000 Penalty: 42806.605469
Iteration 173Q: 21 clusters Score -4.569112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136737 members 
Mstep: Class 8 contains 284323 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691104.000000 Penalty: 42806.605469
Iteration 174Q: 21 clusters Score -4.56911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136740 members 
Mstep: Class 8 contains 284323 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691096.000000 Penalty: 42806.605469
Iteration 175Q: 21 clusters Score -4.56911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136742 members 
Mstep: Class 8 contains 284324 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691072.000000 Penalty: 42806.605469
Iteration 176Q: 21 clusters Score -4.569107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136742 members 
Mstep: Class 8 contains 284325 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691076.000000 Penalty: 42806.605469
Iteration 177Q: 21 clusters Score -4.569108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136744 members 
Mstep: Class 8 contains 284323 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691112.000000 Penalty: 42806.605469
Iteration 178Q: 21 clusters Score -4.569111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136746 members 
Mstep: Class 8 contains 284319 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691148.000000 Penalty: 42806.605469
Iteration 179Q: 21 clusters Score -4.569115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136747 members 
Mstep: Class 8 contains 284319 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691140.000000 Penalty: 42806.605469
Iteration 180F: 21 clusters Score -4.569114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136748 members 
Mstep: Class 8 contains 284316 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17282 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691152.000000 Penalty: 42806.605469
Iteration 181Q: 21 clusters Score -4.569115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136749 members 
Mstep: Class 8 contains 284316 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691156.000000 Penalty: 42806.605469
Iteration 182Q: 21 clusters Score -4.569116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136750 members 
Mstep: Class 8 contains 284315 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691148.000000 Penalty: 42806.605469
Iteration 183Q: 21 clusters Score -4.569115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7736 members 
Mstep: Class 3 contains 18548 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 136750 members 
Mstep: Class 8 contains 284315 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 232 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 17281 members 
Mstep: Class 19 contains 4353 members 
Mstep: Class 20 contains 4320 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691148.000000 Penalty: 42806.605469
Iteration 184F: 21 clusters Score -4.569115e+07 nChanged 0
Entering ConstructFrom: 
Score: -45691148.000000 Penalty: 42806.605469
Entering ConstructFrom: 
Trying to split cluster 1 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -509075.375000 Penalty: 1402.981323
	Iteration 0F: 2 clusters Score -509075.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -504714.031250 Penalty: 2805.962646
	Iteration 0F: 3 clusters Score -504714 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -505912.281250 Penalty: 2805.962646
	Iteration 1F: 3 clusters Score -505912.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -506133.781250 Penalty: 2805.962646
	Iteration 2F: 3 clusters Score -506133.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -506304.531250 Penalty: 2805.962646
	Iteration 3F: 3 clusters Score -506304.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -506454.968750 Penalty: 2805.962646
	Iteration 4Q: 3 clusters Score -506455 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -506608.500000 Penalty: 2805.962646
	Iteration 5Q: 3 clusters Score -506608.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -506796.125000 Penalty: 2805.962646
	Iteration 6Q: 3 clusters Score -506796.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -506997.656250 Penalty: 2805.962646
	Iteration 7Q: 3 clusters Score -506997.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -507189.468750 Penalty: 2805.962646
	Iteration 8Q: 3 clusters Score -507189.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -507370.531250 Penalty: 2805.962646
	Iteration 9Q: 3 clusters Score -507370.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -507503.531250 Penalty: 2805.962646
	Iteration 10Q: 3 clusters Score -507503.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -507596.062500 Penalty: 2805.962646
	Iteration 11Q: 3 clusters Score -507596.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -507654.656250 Penalty: 2805.962646
	Iteration 12Q: 3 clusters Score -507654.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -507694.656250 Penalty: 2805.962646
	Iteration 13Q: 3 clusters Score -507694.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -507730.937500 Penalty: 2805.962646
	Iteration 14Q: 3 clusters Score -507730.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -507757.468750 Penalty: 2805.962646
	Iteration 15Q: 3 clusters Score -507757.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -507777.656250 Penalty: 2805.962646
	Iteration 16Q: 3 clusters Score -507777.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -507795.593750 Penalty: 2805.962646
	Iteration 17Q: 3 clusters Score -507795.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -507815.750000 Penalty: 2805.962646
	Iteration 18Q: 3 clusters Score -507815.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -507831.125000 Penalty: 2805.962646
	Iteration 19Q: 3 clusters Score -507831.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -507846.656250 Penalty: 2805.962646
	Iteration 20F: 3 clusters Score -507846.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -507858.968750 Penalty: 2805.962646
	Iteration 21Q: 3 clusters Score -507859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -507867.968750 Penalty: 2805.962646
	Iteration 22Q: 3 clusters Score -507868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -507877.187500 Penalty: 2805.962646
	Iteration 23Q: 3 clusters Score -507877.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -507887.000000 Penalty: 2805.962646
	Iteration 24Q: 3 clusters Score -507887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -507899.312500 Penalty: 2805.962646
	Iteration 25Q: 3 clusters Score -507899.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -507906.000000 Penalty: 2805.962646
	Iteration 26Q: 3 clusters Score -507906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -507912.281250 Penalty: 2805.962646
	Iteration 27Q: 3 clusters Score -507912.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -507917.250000 Penalty: 2805.962646
	Iteration 28Q: 3 clusters Score -507917.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -507923.250000 Penalty: 2805.962646
	Iteration 29Q: 3 clusters Score -507923.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -507930.718750 Penalty: 2805.962646
	Iteration 30Q: 3 clusters Score -507930.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -507935.562500 Penalty: 2805.962646
	Iteration 31Q: 3 clusters Score -507935.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -507939.156250 Penalty: 2805.962646
	Iteration 32Q: 3 clusters Score -507939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -507941.937500 Penalty: 2805.962646
	Iteration 33Q: 3 clusters Score -507941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -507945.062500 Penalty: 2805.962646
	Iteration 34Q: 3 clusters Score -507945.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -507947.312500 Penalty: 2805.962646
	Iteration 35Q: 3 clusters Score -507947.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -507948.062500 Penalty: 2805.962646
	Iteration 36Q: 3 clusters Score -507948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -507951.000000 Penalty: 2805.962646
	Iteration 37Q: 3 clusters Score -507951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -507951.250000 Penalty: 2805.962646
	Iteration 38Q: 3 clusters Score -507951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -507951.656250 Penalty: 2805.962646
	Iteration 39Q: 3 clusters Score -507951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -507951.656250 Penalty: 2805.962646
	Iteration 40F: 3 clusters Score -507951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Entering Unmasked Estep 
Score: -690989.437500 Penalty: 1454.966553
	Iteration 0F: 2 clusters Score -690989.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -685279.687500 Penalty: 2909.933105
	Iteration 0F: 3 clusters Score -685279.7 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -686989.312500 Penalty: 2909.933105
	Iteration 1F: 3 clusters Score -686989.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -687167.937500 Penalty: 2909.933105
	Iteration 2F: 3 clusters Score -687167.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -687321.187500 Penalty: 2909.933105
	Iteration 3Q: 3 clusters Score -687321.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -687438.375000 Penalty: 2909.933105
	Iteration 4Q: 3 clusters Score -687438.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -687537.875000 Penalty: 2909.933105
	Iteration 5Q: 3 clusters Score -687537.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -687630.187500 Penalty: 2909.933105
	Iteration 6Q: 3 clusters Score -687630.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -687712.687500 Penalty: 2909.933105
	Iteration 7Q: 3 clusters Score -687712.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -687792.187500 Penalty: 2909.933105
	Iteration 8Q: 3 clusters Score -687792.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -687866.687500 Penalty: 2909.933105
	Iteration 9Q: 3 clusters Score -687866.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -687945.312500 Penalty: 2909.933105
	Iteration 10Q: 3 clusters Score -687945.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -688013.625000 Penalty: 2909.933105
	Iteration 11Q: 3 clusters Score -688013.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -688086.187500 Penalty: 2909.933105
	Iteration 12Q: 3 clusters Score -688086.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -688160.937500 Penalty: 2909.933105
	Iteration 13Q: 3 clusters Score -688160.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -688240.062500 Penalty: 2909.933105
	Iteration 14Q: 3 clusters Score -688240.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -688344.000000 Penalty: 2909.933105
	Iteration 15Q: 3 clusters Score -688344 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -688458.687500 Penalty: 2909.933105
	Iteration 16Q: 3 clusters Score -688458.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -688564.437500 Penalty: 2909.933105
	Iteration 17Q: 3 clusters Score -688564.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -688674.187500 Penalty: 2909.933105
	Iteration 18Q: 3 clusters Score -688674.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -688802.875000 Penalty: 2909.933105
	Iteration 19Q: 3 clusters Score -688802.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -688921.500000 Penalty: 2909.933105
	Iteration 20F: 3 clusters Score -688921.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -689037.000000 Penalty: 2909.933105
	Iteration 21Q: 3 clusters Score -689037 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -689126.937500 Penalty: 2909.933105
	Iteration 22Q: 3 clusters Score -689126.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -689180.625000 Penalty: 2909.933105
	Iteration 23Q: 3 clusters Score -689180.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -689218.125000 Penalty: 2909.933105
	Iteration 24Q: 3 clusters Score -689218.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -689244.500000 Penalty: 2909.933105
	Iteration 25Q: 3 clusters Score -689244.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -689261.125000 Penalty: 2909.933105
	Iteration 26Q: 3 clusters Score -689261.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -689269.312500 Penalty: 2909.933105
	Iteration 27Q: 3 clusters Score -689269.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -689281.937500 Penalty: 2909.933105
	Iteration 28Q: 3 clusters Score -689281.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -689293.062500 Penalty: 2909.933105
	Iteration 29Q: 3 clusters Score -689293.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -689301.437500 Penalty: 2909.933105
	Iteration 30Q: 3 clusters Score -689301.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -689308.937500 Penalty: 2909.933105
	Iteration 31Q: 3 clusters Score -689308.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -689315.625000 Penalty: 2909.933105
	Iteration 32Q: 3 clusters Score -689315.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -689317.250000 Penalty: 2909.933105
	Iteration 33Q: 3 clusters Score -689317.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -689320.500000 Penalty: 2909.933105
	Iteration 34Q: 3 clusters Score -689320.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -689321.312500 Penalty: 2909.933105
	Iteration 35Q: 3 clusters Score -689321.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -689322.062500 Penalty: 2909.933105
	Iteration 36Q: 3 clusters Score -689322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -689321.875000 Penalty: 2909.933105
	Iteration 37Q: 3 clusters Score -689321.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -689324.187500 Penalty: 2909.933105
	Iteration 38Q: 3 clusters Score -689324.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -689324.437500 Penalty: 2909.933105
	Iteration 39Q: 3 clusters Score -689324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -689327.687500 Penalty: 2909.933105
	Iteration 40F: 3 clusters Score -689327.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689328.125000 Penalty: 2909.933105
	Iteration 41Q: 3 clusters Score -689328.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -689329.062500 Penalty: 2909.933105
	Iteration 42Q: 3 clusters Score -689329.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -689329.875000 Penalty: 2909.933105
	Iteration 43Q: 3 clusters Score -689329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -689331.437500 Penalty: 2909.933105
	Iteration 44Q: 3 clusters Score -689331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -689333.375000 Penalty: 2909.933105
	Iteration 45Q: 3 clusters Score -689333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689332.937500 Penalty: 2909.933105
	Iteration 46Q: 3 clusters Score -689332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689333.937500 Penalty: 2909.933105
	Iteration 47Q: 3 clusters Score -689333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689332.812500 Penalty: 2909.933105
	Iteration 48Q: 3 clusters Score -689332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689334.250000 Penalty: 2909.933105
	Iteration 49Q: 3 clusters Score -689334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689334.250000 Penalty: 2909.933105
	Iteration 50F: 3 clusters Score -689334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Entering Unmasked Estep 
Score: -1568111.375000 Penalty: 1597.069092
	Iteration 0F: 2 clusters Score -1568111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1555377.750000 Penalty: 3194.138184
	Iteration 0F: 3 clusters Score -1555378 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1559963.875000 Penalty: 3194.138184
	Iteration 1F: 3 clusters Score -1559964 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1560269.125000 Penalty: 3194.138184
	Iteration 2F: 3 clusters Score -1560269 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1560506.375000 Penalty: 3194.138184
	Iteration 3Q: 3 clusters Score -1560506 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1560735.500000 Penalty: 3194.138184
	Iteration 4Q: 3 clusters Score -1560736 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1560958.250000 Penalty: 3194.138184
	Iteration 5Q: 3 clusters Score -1560958 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1561210.250000 Penalty: 3194.138184
	Iteration 6Q: 3 clusters Score -1561210 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1561522.750000 Penalty: 3194.138184
	Iteration 7Q: 3 clusters Score -1561523 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1561902.500000 Penalty: 3194.138184
	Iteration 8Q: 3 clusters Score -1561902 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1562379.875000 Penalty: 3194.138184
	Iteration 9Q: 3 clusters Score -1562380 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1562921.750000 Penalty: 3194.138184
	Iteration 10Q: 3 clusters Score -1562922 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1563488.625000 Penalty: 3194.138184
	Iteration 11F: 3 clusters Score -1563489 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1563956.875000 Penalty: 3194.138184
	Iteration 12Q: 3 clusters Score -1563957 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1564352.500000 Penalty: 3194.138184
	Iteration 13Q: 3 clusters Score -1564352 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1564662.875000 Penalty: 3194.138184
	Iteration 14Q: 3 clusters Score -1564663 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1564897.625000 Penalty: 3194.138184
	Iteration 15Q: 3 clusters Score -1564898 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1565072.500000 Penalty: 3194.138184
	Iteration 16Q: 3 clusters Score -1565072 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1565204.125000 Penalty: 3194.138184
	Iteration 17Q: 3 clusters Score -1565204 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1565343.125000 Penalty: 3194.138184
	Iteration 18Q: 3 clusters Score -1565343 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1565501.500000 Penalty: 3194.138184
	Iteration 19Q: 3 clusters Score -1565502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1565710.500000 Penalty: 3194.138184
	Iteration 20F: 3 clusters Score -1565710 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1565900.875000 Penalty: 3194.138184
	Iteration 21Q: 3 clusters Score -1565901 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1566067.375000 Penalty: 3194.138184
	Iteration 22Q: 3 clusters Score -1566067 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1566187.125000 Penalty: 3194.138184
	Iteration 23Q: 3 clusters Score -1566187 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1566302.375000 Penalty: 3194.138184
	Iteration 24Q: 3 clusters Score -1566302 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1566385.000000 Penalty: 3194.138184
	Iteration 25Q: 3 clusters Score -1566385 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1566450.125000 Penalty: 3194.138184
	Iteration 26Q: 3 clusters Score -1566450 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1566498.250000 Penalty: 3194.138184
	Iteration 27Q: 3 clusters Score -1566498 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1566535.750000 Penalty: 3194.138184
	Iteration 28Q: 3 clusters Score -1566536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1566568.625000 Penalty: 3194.138184
	Iteration 29Q: 3 clusters Score -1566569 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1566600.250000 Penalty: 3194.138184
	Iteration 30Q: 3 clusters Score -1566600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1566626.500000 Penalty: 3194.138184
	Iteration 31Q: 3 clusters Score -1566626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1566651.125000 Penalty: 3194.138184
	Iteration 32Q: 3 clusters Score -1566651 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1566671.625000 Penalty: 3194.138184
	Iteration 33Q: 3 clusters Score -1566672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1566695.875000 Penalty: 3194.138184
	Iteration 34Q: 3 clusters Score -1566696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1566720.250000 Penalty: 3194.138184
	Iteration 35Q: 3 clusters Score -1566720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1566736.250000 Penalty: 3194.138184
	Iteration 36Q: 3 clusters Score -1566736 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1566754.500000 Penalty: 3194.138184
	Iteration 37Q: 3 clusters Score -1566754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1566772.750000 Penalty: 3194.138184
	Iteration 38Q: 3 clusters Score -1566773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -1566785.250000 Penalty: 3194.138184
	Iteration 39Q: 3 clusters Score -1566785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1566798.000000 Penalty: 3194.138184
	Iteration 40F: 3 clusters Score -1566798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1566804.500000 Penalty: 3194.138184
	Iteration 41Q: 3 clusters Score -1566804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1566812.750000 Penalty: 3194.138184
	Iteration 42Q: 3 clusters Score -1566813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1566823.000000 Penalty: 3194.138184
	Iteration 43Q: 3 clusters Score -1566823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1566830.875000 Penalty: 3194.138184
	Iteration 44Q: 3 clusters Score -1566831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1566837.250000 Penalty: 3194.138184
	Iteration 45Q: 3 clusters Score -1566837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1566836.375000 Penalty: 3194.138184
	Iteration 46Q: 3 clusters Score -1566836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1566838.125000 Penalty: 3194.138184
	Iteration 47Q: 3 clusters Score -1566838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1566841.750000 Penalty: 3194.138184
	Iteration 48Q: 3 clusters Score -1566842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1566840.625000 Penalty: 3194.138184
	Iteration 49Q: 3 clusters Score -1566841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1566840.000000 Penalty: 3194.138184
	Iteration 50Q: 3 clusters Score -1566840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1566845.125000 Penalty: 3194.138184
	Iteration 51Q: 3 clusters Score -1566845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1566848.750000 Penalty: 3194.138184
	Iteration 52Q: 3 clusters Score -1566849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1566848.875000 Penalty: 3194.138184
	Iteration 53Q: 3 clusters Score -1566849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1566847.875000 Penalty: 3194.138184
	Iteration 54Q: 3 clusters Score -1566848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1566850.250000 Penalty: 3194.138184
	Iteration 55Q: 3 clusters Score -1566850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1566850.750000 Penalty: 3194.138184
	Iteration 56Q: 3 clusters Score -1566851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1566851.125000 Penalty: 3194.138184
	Iteration 57Q: 3 clusters Score -1566851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -1566853.375000 Penalty: 3194.138184
	Iteration 58Q: 3 clusters Score -1566853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -1566855.125000 Penalty: 3194.138184
	Iteration 59Q: 3 clusters Score -1566855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1566852.625000 Penalty: 3194.138184
	Iteration 60F: 3 clusters Score -1566853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1566854.500000 Penalty: 3194.138184
	Iteration 61Q: 3 clusters Score -1566854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1566852.375000 Penalty: 3194.138184
	Iteration 62Q: 3 clusters Score -1566852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -1566853.500000 Penalty: 3194.138184
	Iteration 63Q: 3 clusters Score -1566854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1566853.750000 Penalty: 3194.138184
	Iteration 64Q: 3 clusters Score -1566854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1566858.125000 Penalty: 3194.138184
	Iteration 65Q: 3 clusters Score -1566858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1566860.500000 Penalty: 3194.138184
	Iteration 66Q: 3 clusters Score -1566860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1566856.875000 Penalty: 3194.138184
	Iteration 67Q: 3 clusters Score -1566857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1566860.875000 Penalty: 3194.138184
	Iteration 68Q: 3 clusters Score -1566861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1566861.875000 Penalty: 3194.138184
	Iteration 69Q: 3 clusters Score -1566862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1566866.625000 Penalty: 3194.138184
	Iteration 70Q: 3 clusters Score -1566867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -1566866.000000 Penalty: 3194.138184
	Iteration 71Q: 3 clusters Score -1566866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1566867.625000 Penalty: 3194.138184
	Iteration 72Q: 3 clusters Score -1566868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -1566866.375000 Penalty: 3194.138184
	Iteration 73Q: 3 clusters Score -1566866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1566867.375000 Penalty: 3194.138184
	Iteration 74Q: 3 clusters Score -1566867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1566868.500000 Penalty: 3194.138184
	Iteration 75Q: 3 clusters Score -1566868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1566869.500000 Penalty: 3194.138184
	Iteration 76Q: 3 clusters Score -1566870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1566869.500000 Penalty: 3194.138184
	Iteration 77Q: 3 clusters Score -1566870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1566870.750000 Penalty: 3194.138184
	Iteration 78Q: 3 clusters Score -1566871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1566867.875000 Penalty: 3194.138184
	Iteration 79Q: 3 clusters Score -1566868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1566868.750000 Penalty: 3194.138184
	Iteration 80F: 3 clusters Score -1566869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1566873.125000 Penalty: 3194.138184
	Iteration 81Q: 3 clusters Score -1566873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1566875.625000 Penalty: 3194.138184
	Iteration 82Q: 3 clusters Score -1566876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1566877.125000 Penalty: 3194.138184
	Iteration 83Q: 3 clusters Score -1566877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1566880.625000 Penalty: 3194.138184
	Iteration 84Q: 3 clusters Score -1566881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1566880.500000 Penalty: 3194.138184
	Iteration 85Q: 3 clusters Score -1566880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1566883.750000 Penalty: 3194.138184
	Iteration 86Q: 3 clusters Score -1566884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1566884.875000 Penalty: 3194.138184
	Iteration 87Q: 3 clusters Score -1566885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1566886.500000 Penalty: 3194.138184
	Iteration 88Q: 3 clusters Score -1566886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1566889.125000 Penalty: 3194.138184
	Iteration 89Q: 3 clusters Score -1566889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1566892.125000 Penalty: 3194.138184
	Iteration 90Q: 3 clusters Score -1566892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -1566895.750000 Penalty: 3194.138184
	Iteration 91Q: 3 clusters Score -1566896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1566896.375000 Penalty: 3194.138184
	Iteration 92Q: 3 clusters Score -1566896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1566894.375000 Penalty: 3194.138184
	Iteration 93Q: 3 clusters Score -1566894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1566892.875000 Penalty: 3194.138184
	Iteration 94Q: 3 clusters Score -1566893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -1566892.875000 Penalty: 3194.138184
	Iteration 95F: 3 clusters Score -1566893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -212239.187500 Penalty: 1263.618774
	Iteration 0F: 2 clusters Score -212239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -209915.453125 Penalty: 2527.237549
	Iteration 0F: 3 clusters Score -209915.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -210402.031250 Penalty: 2527.237549
	Iteration 1F: 3 clusters Score -210402 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -210510.609375 Penalty: 2527.237549
	Iteration 2F: 3 clusters Score -210510.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -210567.968750 Penalty: 2527.237549
	Iteration 3Q: 3 clusters Score -210568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -210601.062500 Penalty: 2527.237549
	Iteration 4Q: 3 clusters Score -210601.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -210618.265625 Penalty: 2527.237549
	Iteration 5Q: 3 clusters Score -210618.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -210638.171875 Penalty: 2527.237549
	Iteration 6Q: 3 clusters Score -210638.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -210660.203125 Penalty: 2527.237549
	Iteration 7Q: 3 clusters Score -210660.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -210675.203125 Penalty: 2527.237549
	Iteration 8Q: 3 clusters Score -210675.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -210685.859375 Penalty: 2527.237549
	Iteration 9Q: 3 clusters Score -210685.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -210692.671875 Penalty: 2527.237549
	Iteration 10Q: 3 clusters Score -210692.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -210701.093750 Penalty: 2527.237549
	Iteration 11Q: 3 clusters Score -210701.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -210706.859375 Penalty: 2527.237549
	Iteration 12Q: 3 clusters Score -210706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -210709.546875 Penalty: 2527.237549
	Iteration 13Q: 3 clusters Score -210709.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -210711.453125 Penalty: 2527.237549
	Iteration 14Q: 3 clusters Score -210711.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -210715.281250 Penalty: 2527.237549
	Iteration 15Q: 3 clusters Score -210715.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -210719.375000 Penalty: 2527.237549
	Iteration 16Q: 3 clusters Score -210719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210723.750000 Penalty: 2527.237549
	Iteration 17Q: 3 clusters Score -210723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -210730.312500 Penalty: 2527.237549
	Iteration 18Q: 3 clusters Score -210730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210735.343750 Penalty: 2527.237549
	Iteration 19Q: 3 clusters Score -210735.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -210739.312500 Penalty: 2527.237549
	Iteration 20F: 3 clusters Score -210739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210742.828125 Penalty: 2527.237549
	Iteration 21Q: 3 clusters Score -210742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210744.750000 Penalty: 2527.237549
	Iteration 22Q: 3 clusters Score -210744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210745.125000 Penalty: 2527.237549
	Iteration 23Q: 3 clusters Score -210745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -210746.218750 Penalty: 2527.237549
	Iteration 24Q: 3 clusters Score -210746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -210747.953125 Penalty: 2527.237549
	Iteration 25Q: 3 clusters Score -210748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210749.671875 Penalty: 2527.237549
	Iteration 26Q: 3 clusters Score -210749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210750.015625 Penalty: 2527.237549
	Iteration 27Q: 3 clusters Score -210750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -210750.953125 Penalty: 2527.237549
	Iteration 28Q: 3 clusters Score -210751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210752.265625 Penalty: 2527.237549
	Iteration 29Q: 3 clusters Score -210752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210753.656250 Penalty: 2527.237549
	Iteration 30Q: 3 clusters Score -210753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210754.765625 Penalty: 2527.237549
	Iteration 31Q: 3 clusters Score -210754.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -210756.359375 Penalty: 2527.237549
	Iteration 32Q: 3 clusters Score -210756.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210759.031250 Penalty: 2527.237549
	Iteration 33Q: 3 clusters Score -210759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -210760.968750 Penalty: 2527.237549
	Iteration 34Q: 3 clusters Score -210761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -210762.093750 Penalty: 2527.237549
	Iteration 35Q: 3 clusters Score -210762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -210764.437500 Penalty: 2527.237549
	Iteration 36Q: 3 clusters Score -210764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -210767.812500 Penalty: 2527.237549
	Iteration 37Q: 3 clusters Score -210767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -210768.875000 Penalty: 2527.237549
	Iteration 38Q: 3 clusters Score -210768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -210770.343750 Penalty: 2527.237549
	Iteration 39Q: 3 clusters Score -210770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -210772.031250 Penalty: 2527.237549
	Iteration 40F: 3 clusters Score -210772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210772.062500 Penalty: 2527.237549
	Iteration 41Q: 3 clusters Score -210772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -210772.062500 Penalty: 2527.237549
	Iteration 42F: 3 clusters Score -210772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -206399.156250 Penalty: 1254.430786
	Iteration 0F: 2 clusters Score -206399.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -204138.031250 Penalty: 2508.861572
	Iteration 0F: 3 clusters Score -204138 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -204632.453125 Penalty: 2508.861572
	Iteration 1F: 3 clusters Score -204632.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -204737.578125 Penalty: 2508.861572
	Iteration 2F: 3 clusters Score -204737.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -204795.578125 Penalty: 2508.861572
	Iteration 3Q: 3 clusters Score -204795.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -204836.171875 Penalty: 2508.861572
	Iteration 4Q: 3 clusters Score -204836.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -204860.921875 Penalty: 2508.861572
	Iteration 5Q: 3 clusters Score -204860.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204873.312500 Penalty: 2508.861572
	Iteration 6Q: 3 clusters Score -204873.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -204887.437500 Penalty: 2508.861572
	Iteration 7Q: 3 clusters Score -204887.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204899.203125 Penalty: 2508.861572
	Iteration 8Q: 3 clusters Score -204899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -204907.125000 Penalty: 2508.861572
	Iteration 9Q: 3 clusters Score -204907.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -204916.109375 Penalty: 2508.861572
	Iteration 10Q: 3 clusters Score -204916.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -204920.671875 Penalty: 2508.861572
	Iteration 11Q: 3 clusters Score -204920.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -204926.562500 Penalty: 2508.861572
	Iteration 12Q: 3 clusters Score -204926.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -204932.843750 Penalty: 2508.861572
	Iteration 13Q: 3 clusters Score -204932.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -204934.828125 Penalty: 2508.861572
	Iteration 14Q: 3 clusters Score -204934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -204939.812500 Penalty: 2508.861572
	Iteration 15Q: 3 clusters Score -204939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -204944.515625 Penalty: 2508.861572
	Iteration 16Q: 3 clusters Score -204944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -204948.671875 Penalty: 2508.861572
	Iteration 17Q: 3 clusters Score -204948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -204950.937500 Penalty: 2508.861572
	Iteration 18Q: 3 clusters Score -204950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204953.234375 Penalty: 2508.861572
	Iteration 19Q: 3 clusters Score -204953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -204955.921875 Penalty: 2508.861572
	Iteration 20F: 3 clusters Score -204955.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -204958.546875 Penalty: 2508.861572
	Iteration 21Q: 3 clusters Score -204958.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -204962.515625 Penalty: 2508.861572
	Iteration 22Q: 3 clusters Score -204962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -204965.984375 Penalty: 2508.861572
	Iteration 23Q: 3 clusters Score -204966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -204969.250000 Penalty: 2508.861572
	Iteration 24Q: 3 clusters Score -204969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -204971.640625 Penalty: 2508.861572
	Iteration 25Q: 3 clusters Score -204971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -204972.687500 Penalty: 2508.861572
	Iteration 26Q: 3 clusters Score -204972.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -204974.062500 Penalty: 2508.861572
	Iteration 27Q: 3 clusters Score -204974.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -204975.750000 Penalty: 2508.861572
	Iteration 28Q: 3 clusters Score -204975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204977.937500 Penalty: 2508.861572
	Iteration 29Q: 3 clusters Score -204977.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -204982.437500 Penalty: 2508.861572
	Iteration 30Q: 3 clusters Score -204982.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -204986.750000 Penalty: 2508.861572
	Iteration 31Q: 3 clusters Score -204986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -204989.750000 Penalty: 2508.861572
	Iteration 32Q: 3 clusters Score -204989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -204991.203125 Penalty: 2508.861572
	Iteration 33Q: 3 clusters Score -204991.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -204992.984375 Penalty: 2508.861572
	Iteration 34Q: 3 clusters Score -204993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204993.718750 Penalty: 2508.861572
	Iteration 35Q: 3 clusters Score -204993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204994.968750 Penalty: 2508.861572
	Iteration 36Q: 3 clusters Score -204995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204996.312500 Penalty: 2508.861572
	Iteration 37Q: 3 clusters Score -204996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204998.093750 Penalty: 2508.861572
	Iteration 38Q: 3 clusters Score -204998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -204999.875000 Penalty: 2508.861572
	Iteration 39Q: 3 clusters Score -204999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -205002.578125 Penalty: 2508.861572
	Iteration 40F: 3 clusters Score -205002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -205006.453125 Penalty: 2508.861572
	Iteration 41Q: 3 clusters Score -205006.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205009.937500 Penalty: 2508.861572
	Iteration 42Q: 3 clusters Score -205009.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -205013.234375 Penalty: 2508.861572
	Iteration 43Q: 3 clusters Score -205013.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -205022.140625 Penalty: 2508.861572
	Iteration 44Q: 3 clusters Score -205022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -205026.953125 Penalty: 2508.861572
	Iteration 45Q: 3 clusters Score -205027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -205032.500000 Penalty: 2508.861572
	Iteration 46Q: 3 clusters Score -205032.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -205035.140625 Penalty: 2508.861572
	Iteration 47Q: 3 clusters Score -205035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -205037.906250 Penalty: 2508.861572
	Iteration 48Q: 3 clusters Score -205037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -205042.890625 Penalty: 2508.861572
	Iteration 49Q: 3 clusters Score -205042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205048.250000 Penalty: 2508.861572
	Iteration 50Q: 3 clusters Score -205048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -205051.921875 Penalty: 2508.861572
	Iteration 51Q: 3 clusters Score -205051.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -205054.125000 Penalty: 2508.861572
	Iteration 52Q: 3 clusters Score -205054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -205056.218750 Penalty: 2508.861572
	Iteration 53Q: 3 clusters Score -205056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -205056.468750 Penalty: 2508.861572
	Iteration 54Q: 3 clusters Score -205056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -205057.515625 Penalty: 2508.861572
	Iteration 55Q: 3 clusters Score -205057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -205060.578125 Penalty: 2508.861572
	Iteration 56Q: 3 clusters Score -205060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -205064.265625 Penalty: 2508.861572
	Iteration 57Q: 3 clusters Score -205064.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -205068.140625 Penalty: 2508.861572
	Iteration 58Q: 3 clusters Score -205068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -205071.343750 Penalty: 2508.861572
	Iteration 59Q: 3 clusters Score -205071.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -205072.687500 Penalty: 2508.861572
	Iteration 60F: 3 clusters Score -205072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -205073.859375 Penalty: 2508.861572
	Iteration 61Q: 3 clusters Score -205073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205075.296875 Penalty: 2508.861572
	Iteration 62Q: 3 clusters Score -205075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205077.281250 Penalty: 2508.861572
	Iteration 63Q: 3 clusters Score -205077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -205079.171875 Penalty: 2508.861572
	Iteration 64Q: 3 clusters Score -205079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -205081.843750 Penalty: 2508.861572
	Iteration 65Q: 3 clusters Score -205081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -205083.875000 Penalty: 2508.861572
	Iteration 66Q: 3 clusters Score -205083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -205085.265625 Penalty: 2508.861572
	Iteration 67Q: 3 clusters Score -205085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -205085.781250 Penalty: 2508.861572
	Iteration 68Q: 3 clusters Score -205085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -205087.093750 Penalty: 2508.861572
	Iteration 69Q: 3 clusters Score -205087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -205088.265625 Penalty: 2508.861572
	Iteration 70Q: 3 clusters Score -205088.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -205090.234375 Penalty: 2508.861572
	Iteration 71Q: 3 clusters Score -205090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -205090.875000 Penalty: 2508.861572
	Iteration 72Q: 3 clusters Score -205090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -205091.218750 Penalty: 2508.861572
	Iteration 73Q: 3 clusters Score -205091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -205091.218750 Penalty: 2508.861572
	Iteration 74F: 3 clusters Score -205091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -128140.007812 Penalty: 1197.662476
	Iteration 0F: 2 clusters Score -128140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -126315.335938 Penalty: 2395.324951
	Iteration 0F: 3 clusters Score -126315.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -126706.171875 Penalty: 2395.324951
	Iteration 1F: 3 clusters Score -126706.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -126908.414062 Penalty: 2395.324951
	Iteration 2F: 3 clusters Score -126908.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -127082.992188 Penalty: 2395.324951
	Iteration 3F: 3 clusters Score -127083 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -127242.710938 Penalty: 2395.324951
	Iteration 4F: 3 clusters Score -127242.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -127365.500000 Penalty: 2395.324951
	Iteration 5F: 3 clusters Score -127365.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -127471.187500 Penalty: 2395.324951
	Iteration 6Q: 3 clusters Score -127471.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -127570.992188 Penalty: 2395.324951
	Iteration 7Q: 3 clusters Score -127571 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -127630.789062 Penalty: 2395.324951
	Iteration 8Q: 3 clusters Score -127630.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -127673.250000 Penalty: 2395.324951
	Iteration 9Q: 3 clusters Score -127673.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -127699.375000 Penalty: 2395.324951
	Iteration 10Q: 3 clusters Score -127699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -127707.125000 Penalty: 2395.324951
	Iteration 11Q: 3 clusters Score -127707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -127713.875000 Penalty: 2395.324951
	Iteration 12Q: 3 clusters Score -127713.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -127722.460938 Penalty: 2395.324951
	Iteration 13Q: 3 clusters Score -127722.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -127731.101562 Penalty: 2395.324951
	Iteration 14Q: 3 clusters Score -127731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -127738.328125 Penalty: 2395.324951
	Iteration 15Q: 3 clusters Score -127738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -127745.085938 Penalty: 2395.324951
	Iteration 16Q: 3 clusters Score -127745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -127749.414062 Penalty: 2395.324951
	Iteration 17Q: 3 clusters Score -127749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -127751.023438 Penalty: 2395.324951
	Iteration 18Q: 3 clusters Score -127751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -127751.710938 Penalty: 2395.324951
	Iteration 19Q: 3 clusters Score -127751.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -127751.710938 Penalty: 2395.324951
	Iteration 20F: 3 clusters Score -127751.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Entering Unmasked Estep 
Score: -11839166.000000 Penalty: 1921.710327
	Iteration 0F: 2 clusters Score -1.183917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -11747626.000000 Penalty: 3843.420654
	Iteration 0F: 3 clusters Score -1.174763e+07 nChanged 65688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -11785727.000000 Penalty: 3843.420654
	Iteration 1F: 3 clusters Score -1.178573e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -11786643.000000 Penalty: 3843.420654
	Iteration 2Q: 3 clusters Score -1.178664e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -11787805.000000 Penalty: 3843.420654
	Iteration 3Q: 3 clusters Score -1.17878e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -11789289.000000 Penalty: 3843.420654
	Iteration 4Q: 3 clusters Score -1.178929e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -11791672.000000 Penalty: 3843.420654
	Iteration 5Q: 3 clusters Score -1.179167e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91585 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -11796160.000000 Penalty: 3843.420654
	Iteration 6F: 3 clusters Score -1.179616e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101330 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -11803324.000000 Penalty: 3843.420654
	Iteration 7F: 3 clusters Score -1.180332e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -11813351.000000 Penalty: 3843.420654
	Iteration 8F: 3 clusters Score -1.181335e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123253 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -11824043.000000 Penalty: 3843.420654
	Iteration 9F: 3 clusters Score -1.182404e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130995 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -11831973.000000 Penalty: 3843.420654
	Iteration 10F: 3 clusters Score -1.183197e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134826 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -11835711.000000 Penalty: 3843.420654
	Iteration 11Q: 3 clusters Score -1.183571e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136115 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11836866.000000 Penalty: 3843.420654
	Iteration 12Q: 3 clusters Score -1.183687e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136473 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -11837239.000000 Penalty: 3843.420654
	Iteration 13Q: 3 clusters Score -1.183724e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136552 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11837349.000000 Penalty: 3843.420654
	Iteration 14Q: 3 clusters Score -1.183735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11837377.000000 Penalty: 3843.420654
	Iteration 15Q: 3 clusters Score -1.183738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136591 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -11837423.000000 Penalty: 3843.420654
	Iteration 16Q: 3 clusters Score -1.183742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11837444.000000 Penalty: 3843.420654
	Iteration 17Q: 3 clusters Score -1.183744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11837450.000000 Penalty: 3843.420654
	Iteration 18Q: 3 clusters Score -1.183745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11837456.000000 Penalty: 3843.420654
	Iteration 19Q: 3 clusters Score -1.183746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -11837468.000000 Penalty: 3843.420654
	Iteration 20F: 3 clusters Score -1.183747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11837482.000000 Penalty: 3843.420654
	Iteration 21Q: 3 clusters Score -1.183748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11837491.000000 Penalty: 3843.420654
	Iteration 22Q: 3 clusters Score -1.183749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11837491.000000 Penalty: 3843.420654
	Iteration 23F: 3 clusters Score -1.183749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (284315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284315 members 
Entering Unmasked Estep 
Score: -25464594.000000 Penalty: 2040.648804
	Iteration 0F: 2 clusters Score -2.546459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142504 members 
Mstep: Class 2 contains 141811 members 
Entering Unmasked Estep 
Score: -25283302.000000 Penalty: 4081.297607
	Iteration 0F: 3 clusters Score -2.52833e+07 nChanged 138810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153210 members 
Mstep: Class 2 contains 131105 members 
Entering Unmasked Estep 
Score: -25368392.000000 Penalty: 4081.297607
	Iteration 1F: 3 clusters Score -2.536839e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158963 members 
Mstep: Class 2 contains 125352 members 
Entering Unmasked Estep 
Score: -25371426.000000 Penalty: 4081.297607
	Iteration 2Q: 3 clusters Score -2.537143e+07 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167556 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -25376524.000000 Penalty: 4081.297607
	Iteration 3Q: 3 clusters Score -2.537652e+07 nChanged 15047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179891 members 
Mstep: Class 2 contains 104424 members 
Entering Unmasked Estep 
Score: -25384342.000000 Penalty: 4081.297607
	Iteration 4F: 3 clusters Score -2.538434e+07 nChanged 18460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195977 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -25396708.000000 Penalty: 4081.297607
	Iteration 5F: 3 clusters Score -2.539671e+07 nChanged 20090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213573 members 
Mstep: Class 2 contains 70742 members 
Entering Unmasked Estep 
Score: -25412050.000000 Penalty: 4081.297607
	Iteration 6F: 3 clusters Score -2.541205e+07 nChanged 17801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228566 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -25426056.000000 Penalty: 4081.297607
	Iteration 7F: 3 clusters Score -2.542606e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238973 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -25435482.000000 Penalty: 4081.297607
	Iteration 8Q: 3 clusters Score -2.543548e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245630 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -25440868.000000 Penalty: 4081.297607
	Iteration 9Q: 3 clusters Score -2.544087e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250263 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -25443932.000000 Penalty: 4081.297607
	Iteration 10Q: 3 clusters Score -2.544393e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253945 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -25445972.000000 Penalty: 4081.297607
	Iteration 11Q: 3 clusters Score -2.544597e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257105 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -25447500.000000 Penalty: 4081.297607
	Iteration 12Q: 3 clusters Score -2.54475e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259885 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -25448778.000000 Penalty: 4081.297607
	Iteration 13Q: 3 clusters Score -2.544878e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262481 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -25450132.000000 Penalty: 4081.297607
	Iteration 14Q: 3 clusters Score -2.545013e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264848 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -25451500.000000 Penalty: 4081.297607
	Iteration 15Q: 3 clusters Score -2.54515e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267046 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -25452756.000000 Penalty: 4081.297607
	Iteration 16Q: 3 clusters Score -2.545276e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269009 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -25454058.000000 Penalty: 4081.297607
	Iteration 17Q: 3 clusters Score -2.545406e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270886 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -25455322.000000 Penalty: 4081.297607
	Iteration 18Q: 3 clusters Score -2.545532e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272603 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -25456480.000000 Penalty: 4081.297607
	Iteration 19Q: 3 clusters Score -2.545648e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274125 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -25457620.000000 Penalty: 4081.297607
	Iteration 20F: 3 clusters Score -2.545762e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275418 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -25458714.000000 Penalty: 4081.297607
	Iteration 21Q: 3 clusters Score -2.545871e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276441 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -25459524.000000 Penalty: 4081.297607
	Iteration 22Q: 3 clusters Score -2.545952e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277289 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -25460008.000000 Penalty: 4081.297607
	Iteration 23Q: 3 clusters Score -2.546001e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278001 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -25460554.000000 Penalty: 4081.297607
	Iteration 24Q: 3 clusters Score -2.546055e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278611 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -25461038.000000 Penalty: 4081.297607
	Iteration 25Q: 3 clusters Score -2.546104e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279160 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -25461344.000000 Penalty: 4081.297607
	Iteration 26Q: 3 clusters Score -2.546134e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279597 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -25461644.000000 Penalty: 4081.297607
	Iteration 27Q: 3 clusters Score -2.546164e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279958 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -25461846.000000 Penalty: 4081.297607
	Iteration 28Q: 3 clusters Score -2.546185e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280266 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -25461952.000000 Penalty: 4081.297607
	Iteration 29Q: 3 clusters Score -2.546195e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280507 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -25462086.000000 Penalty: 4081.297607
	Iteration 30Q: 3 clusters Score -2.546209e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280729 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -25462216.000000 Penalty: 4081.297607
	Iteration 31Q: 3 clusters Score -2.546222e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280948 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -25462338.000000 Penalty: 4081.297607
	Iteration 32Q: 3 clusters Score -2.546234e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281104 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -25462446.000000 Penalty: 4081.297607
	Iteration 33Q: 3 clusters Score -2.546245e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281249 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -25462468.000000 Penalty: 4081.297607
	Iteration 34Q: 3 clusters Score -2.546247e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281394 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -25462522.000000 Penalty: 4081.297607
	Iteration 35Q: 3 clusters Score -2.546252e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281519 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -25462556.000000 Penalty: 4081.297607
	Iteration 36Q: 3 clusters Score -2.546256e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281625 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -25462592.000000 Penalty: 4081.297607
	Iteration 37Q: 3 clusters Score -2.546259e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281743 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -25462606.000000 Penalty: 4081.297607
	Iteration 38Q: 3 clusters Score -2.546261e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281835 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -25462628.000000 Penalty: 4081.297607
	Iteration 39Q: 3 clusters Score -2.546263e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281897 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -25462674.000000 Penalty: 4081.297607
	Iteration 40F: 3 clusters Score -2.546267e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281961 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -25462732.000000 Penalty: 4081.297607
	Iteration 41Q: 3 clusters Score -2.546273e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282008 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -25462736.000000 Penalty: 4081.297607
	Iteration 42Q: 3 clusters Score -2.546274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282058 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -25462758.000000 Penalty: 4081.297607
	Iteration 43Q: 3 clusters Score -2.546276e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282112 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -25462776.000000 Penalty: 4081.297607
	Iteration 44Q: 3 clusters Score -2.546278e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282155 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -25462824.000000 Penalty: 4081.297607
	Iteration 45Q: 3 clusters Score -2.546282e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282203 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -25462846.000000 Penalty: 4081.297607
	Iteration 46Q: 3 clusters Score -2.546285e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282244 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -25462844.000000 Penalty: 4081.297607
	Iteration 47Q: 3 clusters Score -2.546284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282279 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -25462874.000000 Penalty: 4081.297607
	Iteration 48Q: 3 clusters Score -2.546287e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282309 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -25462892.000000 Penalty: 4081.297607
	Iteration 49Q: 3 clusters Score -2.546289e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282338 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -25462900.000000 Penalty: 4081.297607
	Iteration 50Q: 3 clusters Score -2.54629e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282365 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -25462906.000000 Penalty: 4081.297607
	Iteration 51Q: 3 clusters Score -2.546291e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282394 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -25462896.000000 Penalty: 4081.297607
	Iteration 52Q: 3 clusters Score -2.54629e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282428 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -25462900.000000 Penalty: 4081.297607
	Iteration 53Q: 3 clusters Score -2.54629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282459 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -25462922.000000 Penalty: 4081.297607
	Iteration 54Q: 3 clusters Score -2.546292e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282482 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -25462920.000000 Penalty: 4081.297607
	Iteration 55Q: 3 clusters Score -2.546292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282497 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -25462924.000000 Penalty: 4081.297607
	Iteration 56Q: 3 clusters Score -2.546292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282509 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -25462940.000000 Penalty: 4081.297607
	Iteration 57Q: 3 clusters Score -2.546294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282516 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -25462940.000000 Penalty: 4081.297607
	Iteration 58Q: 3 clusters Score -2.546294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282525 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -25462948.000000 Penalty: 4081.297607
	Iteration 59Q: 3 clusters Score -2.546295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282537 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -25462962.000000 Penalty: 4081.297607
	Iteration 60F: 3 clusters Score -2.546296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282544 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25462970.000000 Penalty: 4081.297607
	Iteration 61Q: 3 clusters Score -2.546297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282550 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -25462944.000000 Penalty: 4081.297607
	Iteration 62Q: 3 clusters Score -2.546294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282559 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -25462932.000000 Penalty: 4081.297607
	Iteration 63Q: 3 clusters Score -2.546293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282572 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -25462924.000000 Penalty: 4081.297607
	Iteration 64Q: 3 clusters Score -2.546292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282580 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -25462942.000000 Penalty: 4081.297607
	Iteration 65Q: 3 clusters Score -2.546294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282589 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -25462942.000000 Penalty: 4081.297607
	Iteration 66Q: 3 clusters Score -2.546294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282594 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -25462926.000000 Penalty: 4081.297607
	Iteration 67Q: 3 clusters Score -2.546293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282600 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -25462944.000000 Penalty: 4081.297607
	Iteration 68Q: 3 clusters Score -2.546294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282604 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -25462954.000000 Penalty: 4081.297607
	Iteration 69Q: 3 clusters Score -2.546295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282610 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -25462960.000000 Penalty: 4081.297607
	Iteration 70Q: 3 clusters Score -2.546296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282617 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -25462956.000000 Penalty: 4081.297607
	Iteration 71Q: 3 clusters Score -2.546296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282626 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -25462946.000000 Penalty: 4081.297607
	Iteration 72Q: 3 clusters Score -2.546295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282633 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -25462964.000000 Penalty: 4081.297607
	Iteration 73Q: 3 clusters Score -2.546296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282638 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -25462970.000000 Penalty: 4081.297607
	Iteration 74Q: 3 clusters Score -2.546297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282645 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -25462962.000000 Penalty: 4081.297607
	Iteration 75Q: 3 clusters Score -2.546296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282651 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -25462956.000000 Penalty: 4081.297607
	Iteration 76Q: 3 clusters Score -2.546296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282655 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -25462960.000000 Penalty: 4081.297607
	Iteration 77Q: 3 clusters Score -2.546296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282658 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -25462950.000000 Penalty: 4081.297607
	Iteration 78Q: 3 clusters Score -2.546295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282657 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25462952.000000 Penalty: 4081.297607
	Iteration 79Q: 3 clusters Score -2.546295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282656 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -25462958.000000 Penalty: 4081.297607
	Iteration 80F: 3 clusters Score -2.546296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282655 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -25462962.000000 Penalty: 4081.297607
	Iteration 81Q: 3 clusters Score -2.546296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282656 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -25462968.000000 Penalty: 4081.297607
	Iteration 82Q: 3 clusters Score -2.546297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282657 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25462956.000000 Penalty: 4081.297607
	Iteration 83Q: 3 clusters Score -2.546296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282658 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -25462956.000000 Penalty: 4081.297607
	Iteration 84Q: 3 clusters Score -2.546296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282657 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25462956.000000 Penalty: 4081.297607
	Iteration 85Q: 3 clusters Score -2.546296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282657 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25462956.000000 Penalty: 4081.297607
	Iteration 86F: 3 clusters Score -2.546296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -245267.531250 Penalty: 1289.008789
	Iteration 0F: 2 clusters Score -245267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -242668.000000 Penalty: 2578.017578
	Iteration 0F: 3 clusters Score -242668 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -243238.046875 Penalty: 2578.017578
	Iteration 1F: 3 clusters Score -243238 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -243381.484375 Penalty: 2578.017578
	Iteration 2F: 3 clusters Score -243381.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -243465.265625 Penalty: 2578.017578
	Iteration 3F: 3 clusters Score -243465.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -243507.718750 Penalty: 2578.017578
	Iteration 4Q: 3 clusters Score -243507.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -243526.218750 Penalty: 2578.017578
	Iteration 5Q: 3 clusters Score -243526.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -243540.734375 Penalty: 2578.017578
	Iteration 6Q: 3 clusters Score -243540.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -243556.328125 Penalty: 2578.017578
	Iteration 7Q: 3 clusters Score -243556.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -243565.281250 Penalty: 2578.017578
	Iteration 8Q: 3 clusters Score -243565.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -243572.578125 Penalty: 2578.017578
	Iteration 9Q: 3 clusters Score -243572.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -243578.593750 Penalty: 2578.017578
	Iteration 10Q: 3 clusters Score -243578.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -243585.578125 Penalty: 2578.017578
	Iteration 11Q: 3 clusters Score -243585.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -243592.875000 Penalty: 2578.017578
	Iteration 12Q: 3 clusters Score -243592.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -243598.828125 Penalty: 2578.017578
	Iteration 13Q: 3 clusters Score -243598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -243601.140625 Penalty: 2578.017578
	Iteration 14Q: 3 clusters Score -243601.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -243603.359375 Penalty: 2578.017578
	Iteration 15Q: 3 clusters Score -243603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -243605.937500 Penalty: 2578.017578
	Iteration 16Q: 3 clusters Score -243605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -243607.203125 Penalty: 2578.017578
	Iteration 17Q: 3 clusters Score -243607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -243608.515625 Penalty: 2578.017578
	Iteration 18Q: 3 clusters Score -243608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -243610.328125 Penalty: 2578.017578
	Iteration 19Q: 3 clusters Score -243610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -243611.609375 Penalty: 2578.017578
	Iteration 20F: 3 clusters Score -243611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -243612.578125 Penalty: 2578.017578
	Iteration 21Q: 3 clusters Score -243612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -243612.609375 Penalty: 2578.017578
	Iteration 22Q: 3 clusters Score -243612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -243612.609375 Penalty: 2578.017578
	Iteration 23F: 3 clusters Score -243612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -17041.925781 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -17041.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16257.859375 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -16257.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16370.898438 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -16370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16407.927734 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -16407.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -16437.101562 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -16437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16453.410156 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -16453.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16453.410156 Penalty: 1770.189575
	Iteration 5F: 3 clusters Score -16453.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -161649.796875 Penalty: 1229.020020
	Iteration 0F: 2 clusters Score -161649.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -159573.437500 Penalty: 2458.040039
	Iteration 0F: 3 clusters Score -159573.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -159971.156250 Penalty: 2458.040039
	Iteration 1F: 3 clusters Score -159971.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -160079.218750 Penalty: 2458.040039
	Iteration 2F: 3 clusters Score -160079.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160128.593750 Penalty: 2458.040039
	Iteration 3Q: 3 clusters Score -160128.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160162.968750 Penalty: 2458.040039
	Iteration 4Q: 3 clusters Score -160163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -160190.234375 Penalty: 2458.040039
	Iteration 5Q: 3 clusters Score -160190.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -160212.546875 Penalty: 2458.040039
	Iteration 6Q: 3 clusters Score -160212.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160224.078125 Penalty: 2458.040039
	Iteration 7Q: 3 clusters Score -160224.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -160237.609375 Penalty: 2458.040039
	Iteration 8Q: 3 clusters Score -160237.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -160246.671875 Penalty: 2458.040039
	Iteration 9Q: 3 clusters Score -160246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160249.609375 Penalty: 2458.040039
	Iteration 10Q: 3 clusters Score -160249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -160251.593750 Penalty: 2458.040039
	Iteration 11Q: 3 clusters Score -160251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160253.640625 Penalty: 2458.040039
	Iteration 12Q: 3 clusters Score -160253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160254.625000 Penalty: 2458.040039
	Iteration 13Q: 3 clusters Score -160254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -160255.687500 Penalty: 2458.040039
	Iteration 14Q: 3 clusters Score -160255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160257.375000 Penalty: 2458.040039
	Iteration 15Q: 3 clusters Score -160257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -160257.906250 Penalty: 2458.040039
	Iteration 16Q: 3 clusters Score -160257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160258.265625 Penalty: 2458.040039
	Iteration 17Q: 3 clusters Score -160258.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -160258.265625 Penalty: 2458.040039
	Iteration 18F: 3 clusters Score -160258.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Entering Unmasked Estep 
Score: -1151489.000000 Penalty: 1538.951660
	Iteration 0F: 2 clusters Score -1151489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1142455.375000 Penalty: 3077.903320
	Iteration 0F: 3 clusters Score -1142455 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1145652.625000 Penalty: 3077.903320
	Iteration 1F: 3 clusters Score -1145653 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1145927.875000 Penalty: 3077.903320
	Iteration 2F: 3 clusters Score -1145928 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1146186.000000 Penalty: 3077.903320
	Iteration 3Q: 3 clusters Score -1146186 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1146449.375000 Penalty: 3077.903320
	Iteration 4Q: 3 clusters Score -1146449 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1146782.500000 Penalty: 3077.903320
	Iteration 5Q: 3 clusters Score -1146782 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1147209.125000 Penalty: 3077.903320
	Iteration 6F: 3 clusters Score -1147209 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1147733.500000 Penalty: 3077.903320
	Iteration 7F: 3 clusters Score -1147734 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1148310.750000 Penalty: 3077.903320
	Iteration 8F: 3 clusters Score -1148311 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1148873.500000 Penalty: 3077.903320
	Iteration 9Q: 3 clusters Score -1148874 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1149313.000000 Penalty: 3077.903320
	Iteration 10Q: 3 clusters Score -1149313 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1149631.500000 Penalty: 3077.903320
	Iteration 11Q: 3 clusters Score -1149632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1149861.875000 Penalty: 3077.903320
	Iteration 12Q: 3 clusters Score -1149862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1149971.875000 Penalty: 3077.903320
	Iteration 13Q: 3 clusters Score -1149972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1150045.000000 Penalty: 3077.903320
	Iteration 14Q: 3 clusters Score -1150045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1150094.125000 Penalty: 3077.903320
	Iteration 15Q: 3 clusters Score -1150094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1150112.125000 Penalty: 3077.903320
	Iteration 16Q: 3 clusters Score -1150112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1150132.125000 Penalty: 3077.903320
	Iteration 17Q: 3 clusters Score -1150132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1150140.000000 Penalty: 3077.903320
	Iteration 18Q: 3 clusters Score -1150140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1150145.500000 Penalty: 3077.903320
	Iteration 19Q: 3 clusters Score -1150146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1150149.875000 Penalty: 3077.903320
	Iteration 20F: 3 clusters Score -1150150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1150154.875000 Penalty: 3077.903320
	Iteration 21Q: 3 clusters Score -1150155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1150158.500000 Penalty: 3077.903320
	Iteration 22Q: 3 clusters Score -1150158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1150158.500000 Penalty: 3077.903320
	Iteration 23F: 3 clusters Score -1150158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -348375.625000 Penalty: 1339.148315
	Iteration 0F: 2 clusters Score -348375.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -345070.531250 Penalty: 2678.296631
	Iteration 0F: 3 clusters Score -345070.5 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -345902.687500 Penalty: 2678.296631
	Iteration 1F: 3 clusters Score -345902.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -346043.156250 Penalty: 2678.296631
	Iteration 2F: 3 clusters Score -346043.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -346140.718750 Penalty: 2678.296631
	Iteration 3Q: 3 clusters Score -346140.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -346209.125000 Penalty: 2678.296631
	Iteration 4Q: 3 clusters Score -346209.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -346256.750000 Penalty: 2678.296631
	Iteration 5Q: 3 clusters Score -346256.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -346284.031250 Penalty: 2678.296631
	Iteration 6Q: 3 clusters Score -346284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -346300.781250 Penalty: 2678.296631
	Iteration 7Q: 3 clusters Score -346300.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -346315.250000 Penalty: 2678.296631
	Iteration 8Q: 3 clusters Score -346315.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -346327.718750 Penalty: 2678.296631
	Iteration 9Q: 3 clusters Score -346327.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -346338.968750 Penalty: 2678.296631
	Iteration 10Q: 3 clusters Score -346339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -346346.437500 Penalty: 2678.296631
	Iteration 11Q: 3 clusters Score -346346.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -346354.218750 Penalty: 2678.296631
	Iteration 12Q: 3 clusters Score -346354.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -346360.156250 Penalty: 2678.296631
	Iteration 13Q: 3 clusters Score -346360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -346363.656250 Penalty: 2678.296631
	Iteration 14Q: 3 clusters Score -346363.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -346365.093750 Penalty: 2678.296631
	Iteration 15Q: 3 clusters Score -346365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -346366.781250 Penalty: 2678.296631
	Iteration 16Q: 3 clusters Score -346366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -346368.281250 Penalty: 2678.296631
	Iteration 17Q: 3 clusters Score -346368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -346369.062500 Penalty: 2678.296631
	Iteration 18Q: 3 clusters Score -346369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -346370.437500 Penalty: 2678.296631
	Iteration 19Q: 3 clusters Score -346370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -346370.531250 Penalty: 2678.296631
	Iteration 20F: 3 clusters Score -346370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -346370.843750 Penalty: 2678.296631
	Iteration 21Q: 3 clusters Score -346370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -346371.031250 Penalty: 2678.296631
	Iteration 22Q: 3 clusters Score -346371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -346371.031250 Penalty: 2678.296631
	Iteration 23F: 3 clusters Score -346371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Entering Unmasked Estep 
Score: -871117.687500 Penalty: 1493.745117
	Iteration 0F: 2 clusters Score -871117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -864048.687500 Penalty: 2987.490234
	Iteration 0F: 3 clusters Score -864048.7 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -866191.562500 Penalty: 2987.490234
	Iteration 1F: 3 clusters Score -866191.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -866407.750000 Penalty: 2987.490234
	Iteration 2F: 3 clusters Score -866407.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -866590.687500 Penalty: 2987.490234
	Iteration 3Q: 3 clusters Score -866590.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -866772.062500 Penalty: 2987.490234
	Iteration 4Q: 3 clusters Score -866772.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -866989.937500 Penalty: 2987.490234
	Iteration 5Q: 3 clusters Score -866989.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -867238.625000 Penalty: 2987.490234
	Iteration 6Q: 3 clusters Score -867238.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -867560.125000 Penalty: 2987.490234
	Iteration 7F: 3 clusters Score -867560.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -867976.812500 Penalty: 2987.490234
	Iteration 8F: 3 clusters Score -867976.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -868400.062500 Penalty: 2987.490234
	Iteration 9F: 3 clusters Score -868400.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -868799.375000 Penalty: 2987.490234
	Iteration 10Q: 3 clusters Score -868799.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -869162.500000 Penalty: 2987.490234
	Iteration 11Q: 3 clusters Score -869162.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -869466.000000 Penalty: 2987.490234
	Iteration 12Q: 3 clusters Score -869466 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -869650.187500 Penalty: 2987.490234
	Iteration 13Q: 3 clusters Score -869650.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -869793.250000 Penalty: 2987.490234
	Iteration 14Q: 3 clusters Score -869793.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -869878.437500 Penalty: 2987.490234
	Iteration 15Q: 3 clusters Score -869878.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -869939.562500 Penalty: 2987.490234
	Iteration 16Q: 3 clusters Score -869939.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -869994.000000 Penalty: 2987.490234
	Iteration 17Q: 3 clusters Score -869994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -870044.250000 Penalty: 2987.490234
	Iteration 18Q: 3 clusters Score -870044.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -870078.875000 Penalty: 2987.490234
	Iteration 19Q: 3 clusters Score -870078.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -870101.375000 Penalty: 2987.490234
	Iteration 20F: 3 clusters Score -870101.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -870114.937500 Penalty: 2987.490234
	Iteration 21Q: 3 clusters Score -870114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -870129.000000 Penalty: 2987.490234
	Iteration 22Q: 3 clusters Score -870129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -870133.312500 Penalty: 2987.490234
	Iteration 23Q: 3 clusters Score -870133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -870134.750000 Penalty: 2987.490234
	Iteration 24Q: 3 clusters Score -870134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -870135.875000 Penalty: 2987.490234
	Iteration 25Q: 3 clusters Score -870135.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -870138.562500 Penalty: 2987.490234
	Iteration 26Q: 3 clusters Score -870138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -870140.375000 Penalty: 2987.490234
	Iteration 27Q: 3 clusters Score -870140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -870141.000000 Penalty: 2987.490234
	Iteration 28Q: 3 clusters Score -870141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -870141.000000 Penalty: 2987.490234
	Iteration 29F: 3 clusters Score -870141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -91459.351562 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -91459.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89965.359375 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -89965.36 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90218.218750 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -90218.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90283.164062 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -90283.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90310.406250 Penalty: 2262.113037
	Iteration 3Q: 3 clusters Score -90310.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -90330.929688 Penalty: 2262.113037
	Iteration 4Q: 3 clusters Score -90330.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -90337.828125 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -90337.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -90343.773438 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -90343.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90350.242188 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -90350.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -90358.171875 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -90358.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -90361.187500 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -90361.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90362.953125 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -90362.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90363.507812 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -90363.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -90363.507812 Penalty: 2262.113037
	Iteration 12F: 3 clusters Score -90363.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Entering Unmasked Estep 
Score: -1553526.125000 Penalty: 1585.571533
	Iteration 0F: 2 clusters Score -1553526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1541634.625000 Penalty: 3171.143066
	Iteration 0F: 3 clusters Score -1541635 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1545810.000000 Penalty: 3171.143066
	Iteration 1F: 3 clusters Score -1545810 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1546049.000000 Penalty: 3171.143066
	Iteration 2Q: 3 clusters Score -1546049 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1546275.125000 Penalty: 3171.143066
	Iteration 3Q: 3 clusters Score -1546275 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1546485.125000 Penalty: 3171.143066
	Iteration 4Q: 3 clusters Score -1546485 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1546746.375000 Penalty: 3171.143066
	Iteration 5Q: 3 clusters Score -1546746 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1547053.875000 Penalty: 3171.143066
	Iteration 6Q: 3 clusters Score -1547054 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1547496.000000 Penalty: 3171.143066
	Iteration 7Q: 3 clusters Score -1547496 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1548139.375000 Penalty: 3171.143066
	Iteration 8F: 3 clusters Score -1548139 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1548942.375000 Penalty: 3171.143066
	Iteration 9F: 3 clusters Score -1548942 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1549711.875000 Penalty: 3171.143066
	Iteration 10F: 3 clusters Score -1549712 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1550306.750000 Penalty: 3171.143066
	Iteration 11Q: 3 clusters Score -1550307 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1550727.125000 Penalty: 3171.143066
	Iteration 12Q: 3 clusters Score -1550727 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1551031.250000 Penalty: 3171.143066
	Iteration 13Q: 3 clusters Score -1551031 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1551233.750000 Penalty: 3171.143066
	Iteration 14Q: 3 clusters Score -1551234 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1551376.250000 Penalty: 3171.143066
	Iteration 15Q: 3 clusters Score -1551376 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1551501.000000 Penalty: 3171.143066
	Iteration 16Q: 3 clusters Score -1551501 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1551594.250000 Penalty: 3171.143066
	Iteration 17Q: 3 clusters Score -1551594 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1551702.625000 Penalty: 3171.143066
	Iteration 18Q: 3 clusters Score -1551703 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1551785.000000 Penalty: 3171.143066
	Iteration 19Q: 3 clusters Score -1551785 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -1551868.375000 Penalty: 3171.143066
	Iteration 20F: 3 clusters Score -1551868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -1551937.500000 Penalty: 3171.143066
	Iteration 21Q: 3 clusters Score -1551938 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1552001.125000 Penalty: 3171.143066
	Iteration 22Q: 3 clusters Score -1552001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1552057.375000 Penalty: 3171.143066
	Iteration 23Q: 3 clusters Score -1552057 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1552105.625000 Penalty: 3171.143066
	Iteration 24Q: 3 clusters Score -1552106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1552151.125000 Penalty: 3171.143066
	Iteration 25Q: 3 clusters Score -1552151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1552183.500000 Penalty: 3171.143066
	Iteration 26Q: 3 clusters Score -1552184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1552203.375000 Penalty: 3171.143066
	Iteration 27Q: 3 clusters Score -1552203 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1552220.750000 Penalty: 3171.143066
	Iteration 28Q: 3 clusters Score -1552221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -1552249.875000 Penalty: 3171.143066
	Iteration 29Q: 3 clusters Score -1552250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1552267.500000 Penalty: 3171.143066
	Iteration 30Q: 3 clusters Score -1552268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -1552277.125000 Penalty: 3171.143066
	Iteration 31Q: 3 clusters Score -1552277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1552287.000000 Penalty: 3171.143066
	Iteration 32Q: 3 clusters Score -1552287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1552296.875000 Penalty: 3171.143066
	Iteration 33Q: 3 clusters Score -1552297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -1552298.250000 Penalty: 3171.143066
	Iteration 34Q: 3 clusters Score -1552298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1552311.500000 Penalty: 3171.143066
	Iteration 35Q: 3 clusters Score -1552312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1552314.375000 Penalty: 3171.143066
	Iteration 36Q: 3 clusters Score -1552314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1552319.375000 Penalty: 3171.143066
	Iteration 37Q: 3 clusters Score -1552319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1552322.750000 Penalty: 3171.143066
	Iteration 38Q: 3 clusters Score -1552323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -1552325.000000 Penalty: 3171.143066
	Iteration 39Q: 3 clusters Score -1552325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1552326.750000 Penalty: 3171.143066
	Iteration 40F: 3 clusters Score -1552327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1552329.500000 Penalty: 3171.143066
	Iteration 41Q: 3 clusters Score -1552330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1552333.875000 Penalty: 3171.143066
	Iteration 42Q: 3 clusters Score -1552334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1552334.000000 Penalty: 3171.143066
	Iteration 43Q: 3 clusters Score -1552334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1552336.250000 Penalty: 3171.143066
	Iteration 44Q: 3 clusters Score -1552336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1552333.250000 Penalty: 3171.143066
	Iteration 45Q: 3 clusters Score -1552333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1552338.125000 Penalty: 3171.143066
	Iteration 46Q: 3 clusters Score -1552338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1552339.875000 Penalty: 3171.143066
	Iteration 47Q: 3 clusters Score -1552340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1552339.000000 Penalty: 3171.143066
	Iteration 48Q: 3 clusters Score -1552339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1552342.875000 Penalty: 3171.143066
	Iteration 49Q: 3 clusters Score -1552343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1552344.625000 Penalty: 3171.143066
	Iteration 50Q: 3 clusters Score -1552345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1552345.625000 Penalty: 3171.143066
	Iteration 51Q: 3 clusters Score -1552346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1552345.625000 Penalty: 3171.143066
	Iteration 52F: 3 clusters Score -1552346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Entering Unmasked Estep 
Score: -384570.218750 Penalty: 1361.525757
	Iteration 0F: 2 clusters Score -384570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -380964.375000 Penalty: 2723.051514
	Iteration 0F: 3 clusters Score -380964.4 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -381873.875000 Penalty: 2723.051514
	Iteration 1F: 3 clusters Score -381873.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -382024.812500 Penalty: 2723.051514
	Iteration 2F: 3 clusters Score -382024.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -382129.500000 Penalty: 2723.051514
	Iteration 3F: 3 clusters Score -382129.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -382205.875000 Penalty: 2723.051514
	Iteration 4Q: 3 clusters Score -382205.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -382254.750000 Penalty: 2723.051514
	Iteration 5Q: 3 clusters Score -382254.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -382293.406250 Penalty: 2723.051514
	Iteration 6Q: 3 clusters Score -382293.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -382333.656250 Penalty: 2723.051514
	Iteration 7Q: 3 clusters Score -382333.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -382373.468750 Penalty: 2723.051514
	Iteration 8Q: 3 clusters Score -382373.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -382413.125000 Penalty: 2723.051514
	Iteration 9Q: 3 clusters Score -382413.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -382454.062500 Penalty: 2723.051514
	Iteration 10Q: 3 clusters Score -382454.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -382501.031250 Penalty: 2723.051514
	Iteration 11Q: 3 clusters Score -382501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -382556.500000 Penalty: 2723.051514
	Iteration 12Q: 3 clusters Score -382556.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -382606.437500 Penalty: 2723.051514
	Iteration 13Q: 3 clusters Score -382606.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -382650.718750 Penalty: 2723.051514
	Iteration 14Q: 3 clusters Score -382650.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -382701.781250 Penalty: 2723.051514
	Iteration 15Q: 3 clusters Score -382701.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -382746.937500 Penalty: 2723.051514
	Iteration 16Q: 3 clusters Score -382746.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -382793.218750 Penalty: 2723.051514
	Iteration 17Q: 3 clusters Score -382793.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -382839.687500 Penalty: 2723.051514
	Iteration 18Q: 3 clusters Score -382839.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -382908.312500 Penalty: 2723.051514
	Iteration 19Q: 3 clusters Score -382908.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -382990.312500 Penalty: 2723.051514
	Iteration 20F: 3 clusters Score -382990.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -383092.937500 Penalty: 2723.051514
	Iteration 21Q: 3 clusters Score -383092.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -383208.125000 Penalty: 2723.051514
	Iteration 22Q: 3 clusters Score -383208.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -383283.968750 Penalty: 2723.051514
	Iteration 23Q: 3 clusters Score -383284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -383333.406250 Penalty: 2723.051514
	Iteration 24Q: 3 clusters Score -383333.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -383370.687500 Penalty: 2723.051514
	Iteration 25Q: 3 clusters Score -383370.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -383396.500000 Penalty: 2723.051514
	Iteration 26Q: 3 clusters Score -383396.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -383412.000000 Penalty: 2723.051514
	Iteration 27Q: 3 clusters Score -383412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -383422.875000 Penalty: 2723.051514
	Iteration 28Q: 3 clusters Score -383422.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -383433.625000 Penalty: 2723.051514
	Iteration 29Q: 3 clusters Score -383433.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -383445.187500 Penalty: 2723.051514
	Iteration 30Q: 3 clusters Score -383445.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -383454.125000 Penalty: 2723.051514
	Iteration 31Q: 3 clusters Score -383454.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -383459.343750 Penalty: 2723.051514
	Iteration 32Q: 3 clusters Score -383459.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -383463.281250 Penalty: 2723.051514
	Iteration 33Q: 3 clusters Score -383463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -383464.875000 Penalty: 2723.051514
	Iteration 34Q: 3 clusters Score -383464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -383466.781250 Penalty: 2723.051514
	Iteration 35Q: 3 clusters Score -383466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -383468.468750 Penalty: 2723.051514
	Iteration 36Q: 3 clusters Score -383468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -383469.562500 Penalty: 2723.051514
	Iteration 37Q: 3 clusters Score -383469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -383470.750000 Penalty: 2723.051514
	Iteration 38Q: 3 clusters Score -383470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -383472.343750 Penalty: 2723.051514
	Iteration 39Q: 3 clusters Score -383472.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -383474.406250 Penalty: 2723.051514
	Iteration 40F: 3 clusters Score -383474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -383475.093750 Penalty: 2723.051514
	Iteration 41Q: 3 clusters Score -383475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -383476.250000 Penalty: 2723.051514
	Iteration 42Q: 3 clusters Score -383476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -383477.781250 Penalty: 2723.051514
	Iteration 43Q: 3 clusters Score -383477.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -383478.531250 Penalty: 2723.051514
	Iteration 44Q: 3 clusters Score -383478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -383479.750000 Penalty: 2723.051514
	Iteration 45Q: 3 clusters Score -383479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -383481.468750 Penalty: 2723.051514
	Iteration 46Q: 3 clusters Score -383481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -383481.531250 Penalty: 2723.051514
	Iteration 47Q: 3 clusters Score -383481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -383482.156250 Penalty: 2723.051514
	Iteration 48Q: 3 clusters Score -383482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -383484.250000 Penalty: 2723.051514
	Iteration 49Q: 3 clusters Score -383484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -383484.625000 Penalty: 2723.051514
	Iteration 50Q: 3 clusters Score -383484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -383486.156250 Penalty: 2723.051514
	Iteration 51Q: 3 clusters Score -383486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -383486.218750 Penalty: 2723.051514
	Iteration 52Q: 3 clusters Score -383486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -383486.843750 Penalty: 2723.051514
	Iteration 53Q: 3 clusters Score -383486.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -383486.843750 Penalty: 2723.051514
	Iteration 54F: 3 clusters Score -383486.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -393917.812500 Penalty: 1360.289307
	Iteration 0F: 2 clusters Score -393917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -390380.906250 Penalty: 2720.578613
	Iteration 0F: 3 clusters Score -390380.9 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -391319.906250 Penalty: 2720.578613
	Iteration 1F: 3 clusters Score -391319.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -391481.093750 Penalty: 2720.578613
	Iteration 2F: 3 clusters Score -391481.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -391591.843750 Penalty: 2720.578613
	Iteration 3Q: 3 clusters Score -391591.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -391672.312500 Penalty: 2720.578613
	Iteration 4Q: 3 clusters Score -391672.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -391731.562500 Penalty: 2720.578613
	Iteration 5Q: 3 clusters Score -391731.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -391778.187500 Penalty: 2720.578613
	Iteration 6Q: 3 clusters Score -391778.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -391826.031250 Penalty: 2720.578613
	Iteration 7Q: 3 clusters Score -391826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -391868.843750 Penalty: 2720.578613
	Iteration 8Q: 3 clusters Score -391868.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -391900.031250 Penalty: 2720.578613
	Iteration 9Q: 3 clusters Score -391900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -391932.531250 Penalty: 2720.578613
	Iteration 10Q: 3 clusters Score -391932.5 nChanged 77
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: -391965.125000 Penalty: 2720.578613
	Iteration 11Q: 3 clusters Score -391965.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -392008.562500 Penalty: 2720.578613
	Iteration 12Q: 3 clusters Score -392008.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -392054.250000 Penalty: 2720.578613
	Iteration 13Q: 3 clusters Score -392054.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -392099.625000 Penalty: 2720.578613
	Iteration 14Q: 3 clusters Score -392099.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -392145.531250 Penalty: 2720.578613
	Iteration 15Q: 3 clusters Score -392145.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -392183.718750 Penalty: 2720.578613
	Iteration 16Q: 3 clusters Score -392183.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -392224.437500 Penalty: 2720.578613
	Iteration 17Q: 3 clusters Score -392224.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -392263.281250 Penalty: 2720.578613
	Iteration 18Q: 3 clusters Score -392263.3 nChanged 59
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: -392296.812500 Penalty: 2720.578613
	Iteration 19Q: 3 clusters Score -392296.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -392331.531250 Penalty: 2720.578613
	Iteration 20F: 3 clusters Score -392331.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -392360.125000 Penalty: 2720.578613
	Iteration 21Q: 3 clusters Score -392360.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -392388.156250 Penalty: 2720.578613
	Iteration 22Q: 3 clusters Score -392388.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -392415.312500 Penalty: 2720.578613
	Iteration 23Q: 3 clusters Score -392415.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -392447.343750 Penalty: 2720.578613
	Iteration 24Q: 3 clusters Score -392447.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -392482.781250 Penalty: 2720.578613
	Iteration 25Q: 3 clusters Score -392482.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -392512.375000 Penalty: 2720.578613
	Iteration 26Q: 3 clusters Score -392512.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -392541.500000 Penalty: 2720.578613
	Iteration 27Q: 3 clusters Score -392541.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -392574.750000 Penalty: 2720.578613
	Iteration 28Q: 3 clusters Score -392574.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -392597.187500 Penalty: 2720.578613
	Iteration 29Q: 3 clusters Score -392597.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -392620.656250 Penalty: 2720.578613
	Iteration 30Q: 3 clusters Score -392620.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -392636.500000 Penalty: 2720.578613
	Iteration 31Q: 3 clusters Score -392636.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -392648.750000 Penalty: 2720.578613
	Iteration 32Q: 3 clusters Score -392648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -392660.437500 Penalty: 2720.578613
	Iteration 33Q: 3 clusters Score -392660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -392671.625000 Penalty: 2720.578613
	Iteration 34Q: 3 clusters Score -392671.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -392681.468750 Penalty: 2720.578613
	Iteration 35Q: 3 clusters Score -392681.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -392688.437500 Penalty: 2720.578613
	Iteration 36Q: 3 clusters Score -392688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -392690.406250 Penalty: 2720.578613
	Iteration 37Q: 3 clusters Score -392690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -392696.500000 Penalty: 2720.578613
	Iteration 38Q: 3 clusters Score -392696.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -392703.375000 Penalty: 2720.578613
	Iteration 39Q: 3 clusters Score -392703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -392707.093750 Penalty: 2720.578613
	Iteration 40F: 3 clusters Score -392707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -392709.437500 Penalty: 2720.578613
	Iteration 41Q: 3 clusters Score -392709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -392713.781250 Penalty: 2720.578613
	Iteration 42Q: 3 clusters Score -392713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -392717.312500 Penalty: 2720.578613
	Iteration 43Q: 3 clusters Score -392717.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -392720.343750 Penalty: 2720.578613
	Iteration 44Q: 3 clusters Score -392720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -392720.718750 Penalty: 2720.578613
	Iteration 45Q: 3 clusters Score -392720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -392721.250000 Penalty: 2720.578613
	Iteration 46Q: 3 clusters Score -392721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -392721.250000 Penalty: 2720.578613
	Iteration 47F: 3 clusters Score -392721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Entering Unmasked Estep 
Score: -555542.562500 Penalty: 1417.736450
	Iteration 0F: 2 clusters Score -555542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -550782.812500 Penalty: 2835.472900
	Iteration 0F: 3 clusters Score -550782.8 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -552106.812500 Penalty: 2835.472900
	Iteration 1F: 3 clusters Score -552106.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -552259.000000 Penalty: 2835.472900
	Iteration 2F: 3 clusters Score -552259 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -552369.375000 Penalty: 2835.472900
	Iteration 3Q: 3 clusters Score -552369.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -552467.437500 Penalty: 2835.472900
	Iteration 4Q: 3 clusters Score -552467.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -552556.562500 Penalty: 2835.472900
	Iteration 5Q: 3 clusters Score -552556.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -552652.437500 Penalty: 2835.472900
	Iteration 6Q: 3 clusters Score -552652.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -552761.125000 Penalty: 2835.472900
	Iteration 7Q: 3 clusters Score -552761.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -552882.750000 Penalty: 2835.472900
	Iteration 8Q: 3 clusters Score -552882.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -553056.937500 Penalty: 2835.472900
	Iteration 9Q: 3 clusters Score -553056.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -553274.750000 Penalty: 2835.472900
	Iteration 10Q: 3 clusters Score -553274.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -553471.875000 Penalty: 2835.472900
	Iteration 11Q: 3 clusters Score -553471.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -553661.187500 Penalty: 2835.472900
	Iteration 12Q: 3 clusters Score -553661.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -553830.875000 Penalty: 2835.472900
	Iteration 13Q: 3 clusters Score -553830.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -553966.062500 Penalty: 2835.472900
	Iteration 14Q: 3 clusters Score -553966.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -554075.562500 Penalty: 2835.472900
	Iteration 15Q: 3 clusters Score -554075.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -554137.187500 Penalty: 2835.472900
	Iteration 16Q: 3 clusters Score -554137.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -554181.625000 Penalty: 2835.472900
	Iteration 17Q: 3 clusters Score -554181.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -554219.000000 Penalty: 2835.472900
	Iteration 18Q: 3 clusters Score -554219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -554247.500000 Penalty: 2835.472900
	Iteration 19Q: 3 clusters Score -554247.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -554268.875000 Penalty: 2835.472900
	Iteration 20F: 3 clusters Score -554268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -554278.750000 Penalty: 2835.472900
	Iteration 21Q: 3 clusters Score -554278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -554287.562500 Penalty: 2835.472900
	Iteration 22Q: 3 clusters Score -554287.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -554296.750000 Penalty: 2835.472900
	Iteration 23Q: 3 clusters Score -554296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -554307.062500 Penalty: 2835.472900
	Iteration 24Q: 3 clusters Score -554307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -554317.125000 Penalty: 2835.472900
	Iteration 25Q: 3 clusters Score -554317.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -554323.312500 Penalty: 2835.472900
	Iteration 26Q: 3 clusters Score -554323.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -554324.875000 Penalty: 2835.472900
	Iteration 27Q: 3 clusters Score -554324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -554327.562500 Penalty: 2835.472900
	Iteration 28Q: 3 clusters Score -554327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -554331.312500 Penalty: 2835.472900
	Iteration 29Q: 3 clusters Score -554331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -554333.125000 Penalty: 2835.472900
	Iteration 30Q: 3 clusters Score -554333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -554335.875000 Penalty: 2835.472900
	Iteration 31Q: 3 clusters Score -554335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -554338.437500 Penalty: 2835.472900
	Iteration 32Q: 3 clusters Score -554338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -554339.875000 Penalty: 2835.472900
	Iteration 33Q: 3 clusters Score -554339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -554339.875000 Penalty: 2835.472900
	Iteration 34F: 3 clusters Score -554339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -101860.609375 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -101860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100341.062500 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -100341.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -100648.179688 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -100648.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100719.343750 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -100719.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -100744.414062 Penalty: 2284.453369
	Iteration 3Q: 3 clusters Score -100744.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100758.125000 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -100758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100767.820312 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -100767.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -100773.265625 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -100773.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -100778.835938 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -100778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -100780.187500 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -100780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -100782.562500 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -100782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100783.062500 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -100783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -100783.062500 Penalty: 2284.453369
	Iteration 11F: 3 clusters Score -100783.1 nChanged 0
--- Evaluating fit on full set of 1575176 points ---
Entering Unmasked Estep 
Score: -137093824.000000 Penalty: 46377.101562
23->21 Clusters: Score -137093824.000000, best is -137109264.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 525058 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 22584 members 
Mstep: Class 3 contains 22711 members 
Mstep: Class 4 contains 22578 members 
Mstep: Class 5 contains 22998 members 
Mstep: Class 6 contains 22675 members 
Mstep: Class 7 contains 22749 members 
Mstep: Class 8 contains 22824 members 
Mstep: Class 9 contains 22880 members 
Mstep: Class 10 contains 22901 members 
Mstep: Class 11 contains 23098 members 
Mstep: Class 12 contains 23008 members 
Mstep: Class 13 contains 22819 members 
Mstep: Class 14 contains 23218 members 
Mstep: Class 15 contains 23053 members 
Mstep: Class 16 contains 22675 members 
Mstep: Class 17 contains 23000 members 
Mstep: Class 18 contains 22625 members 
Mstep: Class 19 contains 22525 members 
Mstep: Class 20 contains 22723 members 
Mstep: Class 21 contains 22833 members 
Mstep: Class 22 contains 22744 members 
Mstep: Class 23 contains 23092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 282.365997 but Gain 2140.328125
Score: -43659144.000000 Penalty: 47087.269531
Iteration 0F: 23 clusters Score -4.365914e+07 nChanged 499408
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 3 contains 31220 members 
Mstep: Class 4 contains 7082 members 
Mstep: Class 5 contains 41741 members 
Mstep: Class 6 contains 32308 members 
Mstep: Class 7 contains 24865 members 
Mstep: Class 8 contains 29159 members 
Mstep: Class 9 contains 11532 members 
Mstep: Class 10 contains 18030 members 
Mstep: Class 11 contains 54310 members 
Mstep: Class 12 contains 34789 members 
Mstep: Class 13 contains 10225 members 
Mstep: Class 14 contains 32963 members 
Mstep: Class 15 contains 20278 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 24126 members 
Mstep: Class 18 contains 20222 members 
Mstep: Class 19 contains 16849 members 
Mstep: Class 20 contains 14718 members 
Mstep: Class 21 contains 24580 members 
Mstep: Class 22 contains 20373 members 
Mstep: Class 23 contains 29751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44849116.000000 Penalty: 47087.269531
Iteration 1F: 23 clusters Score -4.484912e+07 nChanged 168563
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 3 contains 31348 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 48032 members 
Mstep: Class 6 contains 28807 members 
Mstep: Class 7 contains 25898 members 
Mstep: Class 8 contains 35112 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 13982 members 
Mstep: Class 11 contains 57915 members 
Mstep: Class 12 contains 33440 members 
Mstep: Class 13 contains 7993 members 
Mstep: Class 14 contains 27349 members 
Mstep: Class 15 contains 17965 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 25641 members 
Mstep: Class 18 contains 26500 members 
Mstep: Class 19 contains 15012 members 
Mstep: Class 20 contains 11065 members 
Mstep: Class 21 contains 24086 members 
Mstep: Class 22 contains 15690 members 
Mstep: Class 23 contains 41810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45078444.000000 Penalty: 47087.269531
Iteration 2F: 23 clusters Score -4.507844e+07 nChanged 124396
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 3 contains 27971 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 53950 members 
Mstep: Class 6 contains 28904 members 
Mstep: Class 7 contains 25340 members 
Mstep: Class 8 contains 42176 members 
Mstep: Class 9 contains 12226 members 
Mstep: Class 10 contains 10230 members 
Mstep: Class 11 contains 57043 members 
Mstep: Class 12 contains 30609 members 
Mstep: Class 13 contains 5425 members 
Mstep: Class 14 contains 21762 members 
Mstep: Class 15 contains 13599 members 
Mstep: Class 16 contains 5213 members 
Mstep: Class 17 contains 23799 members 
Mstep: Class 18 contains 33847 members 
Mstep: Class 19 contains 12714 members 
Mstep: Class 20 contains 7401 members 
Mstep: Class 21 contains 26782 members 
Mstep: Class 22 contains 11752 members 
Mstep: Class 23 contains 57814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45209360.000000 Penalty: 47087.269531
Iteration 3F: 23 clusters Score -4.520936e+07 nChanged 103294
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 3 contains 22993 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 58621 members 
Mstep: Class 6 contains 29224 members 
Mstep: Class 7 contains 24007 members 
Mstep: Class 8 contains 49246 members 
Mstep: Class 9 contains 12230 members 
Mstep: Class 10 contains 7781 members 
Mstep: Class 11 contains 54284 members 
Mstep: Class 12 contains 26584 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 17860 members 
Mstep: Class 15 contains 9051 members 
Mstep: Class 16 contains 4887 members 
Mstep: Class 17 contains 19603 members 
Mstep: Class 18 contains 39836 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 4539 members 
Mstep: Class 21 contains 30622 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 78871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45302784.000000 Penalty: 47087.269531
Iteration 4F: 23 clusters Score -4.530278e+07 nChanged 86349
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 3 contains 18188 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 62551 members 
Mstep: Class 6 contains 28059 members 
Mstep: Class 7 contains 21750 members 
Mstep: Class 8 contains 54159 members 
Mstep: Class 9 contains 11583 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 51183 members 
Mstep: Class 12 contains 22178 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 4596 members 
Mstep: Class 17 contains 14208 members 
Mstep: Class 18 contains 44438 members 
Mstep: Class 19 contains 8597 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 34315 members 
Mstep: Class 22 contains 5820 members 
Mstep: Class 23 contains 101972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1886.554810 but Gain 2140.332031
Score: -45375636.000000 Penalty: 44946.937500
Iteration 5F: 22 clusters Score -4.537564e+07 nChanged 74217
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 3 contains 14620 members 
Mstep: Class 4 contains 2137 members 
Mstep: Class 5 contains 66388 members 
Mstep: Class 6 contains 25998 members 
Mstep: Class 7 contains 19056 members 
Mstep: Class 8 contains 56023 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 48528 members 
Mstep: Class 12 contains 18289 members 
Mstep: Class 13 contains 1827 members 
Mstep: Class 14 contains 13707 members 
Mstep: Class 15 contains 3567 members 
Mstep: Class 16 contains 4311 members 
Mstep: Class 17 contains 9078 members 
Mstep: Class 18 contains 47823 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 21 contains 37357 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 124627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1714.214111 but Gain 2140.332031
Score: -45437144.000000 Penalty: 42806.605469
Iteration 6F: 21 clusters Score -4.543714e+07 nChanged 62079
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 3 contains 12120 members 
Mstep: Class 5 contains 69183 members 
Mstep: Class 6 contains 23370 members 
Mstep: Class 7 contains 16135 members 
Mstep: Class 8 contains 54975 members 
Mstep: Class 9 contains 9623 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 46786 members 
Mstep: Class 12 contains 15384 members 
Mstep: Class 13 contains 1467 members 
Mstep: Class 14 contains 12644 members 
Mstep: Class 15 contains 2329 members 
Mstep: Class 16 contains 3980 members 
Mstep: Class 17 contains 5136 members 
Mstep: Class 18 contains 50401 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 21 contains 39884 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 144411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1616.434204 but Gain 2140.328125
Score: -45485464.000000 Penalty: 40666.277344
Iteration 7F: 20 clusters Score -4.548546e+07 nChanged 51010
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 3 contains 10573 members 
Mstep: Class 5 contains 70680 members 
Mstep: Class 6 contains 20383 members 
Mstep: Class 7 contains 13812 members 
Mstep: Class 8 contains 52705 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 5662 members 
Mstep: Class 11 contains 45826 members 
Mstep: Class 12 contains 13561 members 
Mstep: Class 14 contains 11874 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 51419 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 21 contains 42133 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 160414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1529.242798 but Gain 2140.332031
Score: -45522756.000000 Penalty: 38525.945312
Iteration 8F: 19 clusters Score -4.552276e+07 nChanged 42390
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 3 contains 9508 members 
Mstep: Class 5 contains 71264 members 
Mstep: Class 6 contains 17197 members 
Mstep: Class 7 contains 12375 members 
Mstep: Class 8 contains 50687 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 45638 members 
Mstep: Class 12 contains 12249 members 
Mstep: Class 14 contains 11375 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 3586 members 
Mstep: Class 18 contains 51971 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 21 contains 43980 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 172520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1492.169067 but Gain 2140.328125
Score: -45550544.000000 Penalty: 36385.617188
Iteration 9F: 18 clusters Score -4.555054e+07 nChanged 34230
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 3 contains 8895 members 
Mstep: Class 5 contains 70908 members 
Mstep: Class 6 contains 14108 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 8 contains 48623 members 
Mstep: Class 9 contains 5911 members 
Mstep: Class 10 contains 6632 members 
Mstep: Class 11 contains 45659 members 
Mstep: Class 12 contains 11489 members 
Mstep: Class 14 contains 11078 members 
Mstep: Class 16 contains 3489 members 
Mstep: Class 18 contains 52350 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 21 contains 45811 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 181003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45571084.000000 Penalty: 36385.617188
Iteration 10F: 18 clusters Score -4.557108e+07 nChanged 27694
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 3 contains 8411 members 
Mstep: Class 5 contains 69822 members 
Mstep: Class 6 contains 11121 members 
Mstep: Class 7 contains 11145 members 
Mstep: Class 8 contains 46727 members 
Mstep: Class 9 contains 4706 members 
Mstep: Class 10 contains 7293 members 
Mstep: Class 11 contains 45516 members 
Mstep: Class 12 contains 10809 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 18 contains 52645 members 
Mstep: Class 19 contains 3272 members 
Mstep: Class 21 contains 47461 members 
Mstep: Class 22 contains 1947 members 
Mstep: Class 23 contains 187641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45586516.000000 Penalty: 36385.617188
Iteration 11F: 18 clusters Score -4.558652e+07 nChanged 23255
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 3 contains 8179 members 
Mstep: Class 5 contains 68476 members 
Mstep: Class 6 contains 8585 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 44798 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 7962 members 
Mstep: Class 11 contains 45177 members 
Mstep: Class 12 contains 10326 members 
Mstep: Class 14 contains 10990 members 
Mstep: Class 16 contains 3346 members 
Mstep: Class 18 contains 52852 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 21 contains 48972 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 193208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45599040.000000 Penalty: 36385.617188
Iteration 12Q: 18 clusters Score -4.559904e+07 nChanged 19579
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 3 contains 8061 members 
Mstep: Class 5 contains 66953 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 11307 members 
Mstep: Class 8 contains 42828 members 
Mstep: Class 9 contains 2857 members 
Mstep: Class 10 contains 8604 members 
Mstep: Class 11 contains 44749 members 
Mstep: Class 12 contains 10077 members 
Mstep: Class 14 contains 11154 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 18 contains 52800 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 21 contains 50249 members 
Mstep: Class 22 contains 2312 members 
Mstep: Class 23 contains 198057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45608288.000000 Penalty: 36385.617188
Iteration 13Q: 18 clusters Score -4.560829e+07 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 3 contains 8068 members 
Mstep: Class 5 contains 65460 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 7 contains 11630 members 
Mstep: Class 8 contains 40877 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9147 members 
Mstep: Class 11 contains 44150 members 
Mstep: Class 12 contains 9859 members 
Mstep: Class 14 contains 11352 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 18 contains 52472 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 21 contains 51143 members 
Mstep: Class 22 contains 2410 members 
Mstep: Class 23 contains 202277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45614928.000000 Penalty: 36385.617188
Iteration 14Q: 18 clusters Score -4.561493e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 3 contains 8091 members 
Mstep: Class 5 contains 64162 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 11993 members 
Mstep: Class 8 contains 39003 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 43525 members 
Mstep: Class 12 contains 9621 members 
Mstep: Class 14 contains 11583 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 18 contains 51913 members 
Mstep: Class 19 contains 2472 members 
Mstep: Class 21 contains 51833 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 205997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45620680.000000 Penalty: 36385.617188
Iteration 15Q: 18 clusters Score -4.562068e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 3 contains 8124 members 
Mstep: Class 5 contains 62892 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 37237 members 
Mstep: Class 9 contains 2250 members 
Mstep: Class 10 contains 9961 members 
Mstep: Class 11 contains 42935 members 
Mstep: Class 12 contains 9377 members 
Mstep: Class 14 contains 11836 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 18 contains 51104 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 21 contains 52465 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 209249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45625628.000000 Penalty: 36385.617188
Iteration 16Q: 18 clusters Score -4.562563e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 5 contains 61656 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 35536 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 42254 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 14 contains 12119 members 
Mstep: Class 16 contains 3173 members 
Mstep: Class 18 contains 50289 members 
Mstep: Class 19 contains 2335 members 
Mstep: Class 21 contains 53068 members 
Mstep: Class 22 contains 2690 members 
Mstep: Class 23 contains 212285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45628464.000000 Penalty: 36385.617188
Iteration 17Q: 18 clusters Score -4.562846e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 5 contains 60437 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 13340 members 
Mstep: Class 8 contains 33882 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 10537 members 
Mstep: Class 11 contains 41585 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 14 contains 12349 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 18 contains 49398 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 21 contains 53661 members 
Mstep: Class 22 contains 2744 members 
Mstep: Class 23 contains 215123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45631596.000000 Penalty: 36385.617188
Iteration 18Q: 18 clusters Score -4.56316e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 3 contains 8515 members 
Mstep: Class 5 contains 59183 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 13821 members 
Mstep: Class 8 contains 32267 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 10756 members 
Mstep: Class 11 contains 40928 members 
Mstep: Class 12 contains 8110 members 
Mstep: Class 14 contains 12557 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 18 contains 48505 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 21 contains 54293 members 
Mstep: Class 22 contains 2773 members 
Mstep: Class 23 contains 217882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45634184.000000 Penalty: 36385.617188
Iteration 19Q: 18 clusters Score -4.563418e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 3 contains 8647 members 
Mstep: Class 5 contains 57959 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 30777 members 
Mstep: Class 9 contains 2174 members 
Mstep: Class 10 contains 10912 members 
Mstep: Class 11 contains 40265 members 
Mstep: Class 12 contains 7651 members 
Mstep: Class 14 contains 12720 members 
Mstep: Class 16 contains 3154 members 
Mstep: Class 18 contains 47633 members 
Mstep: Class 19 contains 2249 members 
Mstep: Class 21 contains 55015 members 
Mstep: Class 22 contains 2809 members 
Mstep: Class 23 contains 220479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45639064.000000 Penalty: 36385.617188
Iteration 20F: 18 clusters Score -4.563906e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 3 contains 8763 members 
Mstep: Class 5 contains 56781 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 14789 members 
Mstep: Class 8 contains 29350 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 11077 members 
Mstep: Class 11 contains 39543 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 14 contains 13040 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 18 contains 46479 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 21 contains 55644 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 222944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45642748.000000 Penalty: 36385.617188
Iteration 21Q: 18 clusters Score -4.564275e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 3 contains 8907 members 
Mstep: Class 5 contains 55638 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 15201 members 
Mstep: Class 8 contains 28010 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 38809 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 14 contains 13360 members 
Mstep: Class 16 contains 3325 members 
Mstep: Class 18 contains 45675 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 21 contains 56189 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 225250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45645660.000000 Penalty: 36385.617188
Iteration 22Q: 18 clusters Score -4.564566e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 3 contains 9082 members 
Mstep: Class 5 contains 54630 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 15577 members 
Mstep: Class 8 contains 26815 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 11268 members 
Mstep: Class 11 contains 38059 members 
Mstep: Class 12 contains 6167 members 
Mstep: Class 14 contains 13660 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 18 contains 44902 members 
Mstep: Class 19 contains 2228 members 
Mstep: Class 21 contains 56652 members 
Mstep: Class 22 contains 3003 members 
Mstep: Class 23 contains 227430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45647832.000000 Penalty: 36385.617188
Iteration 23Q: 18 clusters Score -4.564783e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 53656 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 15952 members 
Mstep: Class 8 contains 25654 members 
Mstep: Class 9 contains 2740 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 11 contains 37304 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 14 contains 14006 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 18 contains 44153 members 
Mstep: Class 19 contains 2232 members 
Mstep: Class 21 contains 57133 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 229553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45650180.000000 Penalty: 36385.617188
Iteration 24Q: 18 clusters Score -4.565018e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 3 contains 9472 members 
Mstep: Class 5 contains 52807 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 24536 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 36502 members 
Mstep: Class 12 contains 5105 members 
Mstep: Class 14 contains 14362 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 18 contains 43472 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 21 contains 57768 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 231595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45651544.000000 Penalty: 36385.617188
Iteration 25Q: 18 clusters Score -4.565154e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 3 contains 9644 members 
Mstep: Class 5 contains 52013 members 
Mstep: Class 6 contains 1986 members 
Mstep: Class 7 contains 16595 members 
Mstep: Class 8 contains 23470 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 11335 members 
Mstep: Class 11 contains 35724 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 14 contains 14689 members 
Mstep: Class 16 contains 3673 members 
Mstep: Class 18 contains 42827 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 21 contains 58414 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 233614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45653024.000000 Penalty: 36385.617188
Iteration 26Q: 18 clusters Score -4.565302e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 3 contains 9764 members 
Mstep: Class 5 contains 51226 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 16859 members 
Mstep: Class 8 contains 22496 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 34932 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 14 contains 14973 members 
Mstep: Class 16 contains 3684 members 
Mstep: Class 18 contains 42240 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 21 contains 59151 members 
Mstep: Class 22 contains 3100 members 
Mstep: Class 23 contains 235579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45654360.000000 Penalty: 36385.617188
Iteration 27Q: 18 clusters Score -4.565436e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 5 contains 50470 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 17135 members 
Mstep: Class 8 contains 21577 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 11230 members 
Mstep: Class 11 contains 34174 members 
Mstep: Class 12 contains 3831 members 
Mstep: Class 14 contains 15249 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 18 contains 41655 members 
Mstep: Class 19 contains 2229 members 
Mstep: Class 21 contains 59908 members 
Mstep: Class 22 contains 3116 members 
Mstep: Class 23 contains 237449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45655920.000000 Penalty: 36385.617188
Iteration 28Q: 18 clusters Score -4.565592e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 5 contains 49704 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 17380 members 
Mstep: Class 8 contains 20714 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 11154 members 
Mstep: Class 11 contains 33465 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 14 contains 15515 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 18 contains 41059 members 
Mstep: Class 19 contains 2259 members 
Mstep: Class 21 contains 60665 members 
Mstep: Class 22 contains 3130 members 
Mstep: Class 23 contains 239285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45656948.000000 Penalty: 36385.617188
Iteration 29Q: 18 clusters Score -4.565695e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 3 contains 10060 members 
Mstep: Class 5 contains 48954 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 19872 members 
Mstep: Class 9 contains 3004 members 
Mstep: Class 10 contains 11062 members 
Mstep: Class 11 contains 32744 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 16 contains 3709 members 
Mstep: Class 18 contains 40506 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 21 contains 61519 members 
Mstep: Class 22 contains 3132 members 
Mstep: Class 23 contains 241093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45657864.000000 Penalty: 36385.617188
Iteration 30Q: 18 clusters Score -4.565786e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 3 contains 10121 members 
Mstep: Class 5 contains 48339 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 10951 members 
Mstep: Class 11 contains 32030 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 16 contains 3717 members 
Mstep: Class 18 contains 39995 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 21 contains 62348 members 
Mstep: Class 22 contains 3139 members 
Mstep: Class 23 contains 242767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45658788.000000 Penalty: 36385.617188
Iteration 31Q: 18 clusters Score -4.565879e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 3 contains 10187 members 
Mstep: Class 5 contains 47733 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 17968 members 
Mstep: Class 8 contains 18440 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 10837 members 
Mstep: Class 11 contains 31306 members 
Mstep: Class 12 contains 2655 members 
Mstep: Class 14 contains 15990 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 18 contains 39432 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 21 contains 63217 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 244358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45659936.000000 Penalty: 36385.617188
Iteration 32Q: 18 clusters Score -4.565994e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 3 contains 10240 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 18135 members 
Mstep: Class 8 contains 17795 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 10721 members 
Mstep: Class 11 contains 30667 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 14 contains 16024 members 
Mstep: Class 16 contains 3736 members 
Mstep: Class 18 contains 38851 members 
Mstep: Class 19 contains 2400 members 
Mstep: Class 21 contains 64094 members 
Mstep: Class 22 contains 3147 members 
Mstep: Class 23 contains 245869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45660916.000000 Penalty: 36385.617188
Iteration 33Q: 18 clusters Score -4.566092e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 3 contains 10293 members 
Mstep: Class 5 contains 46637 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 18285 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 10583 members 
Mstep: Class 11 contains 29998 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 14 contains 16020 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 18 contains 38292 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 21 contains 64995 members 
Mstep: Class 22 contains 3163 members 
Mstep: Class 23 contains 247343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45661908.000000 Penalty: 36385.617188
Iteration 34Q: 18 clusters Score -4.566191e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 3 contains 10345 members 
Mstep: Class 5 contains 46143 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 18439 members 
Mstep: Class 8 contains 16698 members 
Mstep: Class 9 contains 2984 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 29383 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 14 contains 15957 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 18 contains 37703 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 21 contains 65964 members 
Mstep: Class 22 contains 3171 members 
Mstep: Class 23 contains 248686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45662484.000000 Penalty: 36385.617188
Iteration 35Q: 18 clusters Score -4.566248e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 3 contains 10407 members 
Mstep: Class 5 contains 45673 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 18554 members 
Mstep: Class 8 contains 16181 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 10262 members 
Mstep: Class 11 contains 28792 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 14 contains 15849 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 18 contains 37131 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 21 contains 66920 members 
Mstep: Class 22 contains 3172 members 
Mstep: Class 23 contains 250042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45663276.000000 Penalty: 36385.617188
Iteration 36Q: 18 clusters Score -4.566328e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 3 contains 10452 members 
Mstep: Class 5 contains 45317 members 
Mstep: Class 6 contains 1958 members 
Mstep: Class 7 contains 18619 members 
Mstep: Class 8 contains 15670 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 10053 members 
Mstep: Class 11 contains 28172 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 14 contains 15725 members 
Mstep: Class 16 contains 3778 members 
Mstep: Class 18 contains 36580 members 
Mstep: Class 19 contains 2512 members 
Mstep: Class 21 contains 67924 members 
Mstep: Class 22 contains 3170 members 
Mstep: Class 23 contains 251348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45664080.000000 Penalty: 36385.617188
Iteration 37Q: 18 clusters Score -4.566408e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 3 contains 10493 members 
Mstep: Class 5 contains 44940 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 18713 members 
Mstep: Class 8 contains 15189 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 27590 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 14 contains 15568 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 18 contains 35972 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 21 contains 69013 members 
Mstep: Class 22 contains 3170 members 
Mstep: Class 23 contains 252604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45664992.000000 Penalty: 36385.617188
Iteration 38Q: 18 clusters Score -4.566499e+07 nChanged 4120
Entering ConstructFrom: 
Score: -45664992.000000 Penalty: 36385.617188
Entering ConstructFrom: 
Trying to split cluster 1 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -782315.000000 Penalty: 1474.888672
	Iteration 0F: 2 clusters Score -782315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -775954.437500 Penalty: 2949.777344
	Iteration 0F: 3 clusters Score -775954.4 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -777979.187500 Penalty: 2949.777344
	Iteration 1F: 3 clusters Score -777979.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -778268.937500 Penalty: 2949.777344
	Iteration 2F: 3 clusters Score -778268.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -778548.687500 Penalty: 2949.777344
	Iteration 3F: 3 clusters Score -778548.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -778847.625000 Penalty: 2949.777344
	Iteration 4F: 3 clusters Score -778847.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -779214.125000 Penalty: 2949.777344
	Iteration 5F: 3 clusters Score -779214.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -779659.687500 Penalty: 2949.777344
	Iteration 6F: 3 clusters Score -779659.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -780111.562500 Penalty: 2949.777344
	Iteration 7F: 3 clusters Score -780111.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -780504.312500 Penalty: 2949.777344
	Iteration 8Q: 3 clusters Score -780504.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -780752.937500 Penalty: 2949.777344
	Iteration 9Q: 3 clusters Score -780752.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -780910.500000 Penalty: 2949.777344
	Iteration 10Q: 3 clusters Score -780910.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -781014.062500 Penalty: 2949.777344
	Iteration 11Q: 3 clusters Score -781014.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -781077.625000 Penalty: 2949.777344
	Iteration 12Q: 3 clusters Score -781077.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -781119.937500 Penalty: 2949.777344
	Iteration 13Q: 3 clusters Score -781119.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -781154.750000 Penalty: 2949.777344
	Iteration 14Q: 3 clusters Score -781154.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -781176.812500 Penalty: 2949.777344
	Iteration 15Q: 3 clusters Score -781176.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -781196.562500 Penalty: 2949.777344
	Iteration 16Q: 3 clusters Score -781196.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -781220.500000 Penalty: 2949.777344
	Iteration 17Q: 3 clusters Score -781220.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -781227.437500 Penalty: 2949.777344
	Iteration 18Q: 3 clusters Score -781227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -781237.000000 Penalty: 2949.777344
	Iteration 19Q: 3 clusters Score -781237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -781242.000000 Penalty: 2949.777344
	Iteration 20F: 3 clusters Score -781242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -781243.625000 Penalty: 2949.777344
	Iteration 21Q: 3 clusters Score -781243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -781244.312500 Penalty: 2949.777344
	Iteration 22Q: 3 clusters Score -781244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -781244.437500 Penalty: 2949.777344
	Iteration 23Q: 3 clusters Score -781244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -781245.437500 Penalty: 2949.777344
	Iteration 24Q: 3 clusters Score -781245.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -781245.437500 Penalty: 2949.777344
	Iteration 25F: 3 clusters Score -781245.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Entering Unmasked Estep 
Score: -942088.000000 Penalty: 1504.593262
	Iteration 0F: 2 clusters Score -942088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -934593.562500 Penalty: 3009.186523
	Iteration 0F: 3 clusters Score -934593.6 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -936817.750000 Penalty: 3009.186523
	Iteration 1F: 3 clusters Score -936817.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -937039.875000 Penalty: 3009.186523
	Iteration 2F: 3 clusters Score -937039.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -937235.437500 Penalty: 3009.186523
	Iteration 3Q: 3 clusters Score -937235.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -937424.875000 Penalty: 3009.186523
	Iteration 4Q: 3 clusters Score -937424.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -937676.250000 Penalty: 3009.186523
	Iteration 5Q: 3 clusters Score -937676.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -937970.937500 Penalty: 3009.186523
	Iteration 6Q: 3 clusters Score -937970.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -938319.625000 Penalty: 3009.186523
	Iteration 7F: 3 clusters Score -938319.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -938737.312500 Penalty: 3009.186523
	Iteration 8F: 3 clusters Score -938737.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -939228.750000 Penalty: 3009.186523
	Iteration 9F: 3 clusters Score -939228.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -939759.125000 Penalty: 3009.186523
	Iteration 10F: 3 clusters Score -939759.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -940206.437500 Penalty: 3009.186523
	Iteration 11Q: 3 clusters Score -940206.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -940485.312500 Penalty: 3009.186523
	Iteration 12Q: 3 clusters Score -940485.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -940636.875000 Penalty: 3009.186523
	Iteration 13Q: 3 clusters Score -940636.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -940717.375000 Penalty: 3009.186523
	Iteration 14Q: 3 clusters Score -940717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -940745.937500 Penalty: 3009.186523
	Iteration 15Q: 3 clusters Score -940745.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -940758.875000 Penalty: 3009.186523
	Iteration 16Q: 3 clusters Score -940758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -940769.375000 Penalty: 3009.186523
	Iteration 17Q: 3 clusters Score -940769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -940775.812500 Penalty: 3009.186523
	Iteration 18Q: 3 clusters Score -940775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -940779.062500 Penalty: 3009.186523
	Iteration 19Q: 3 clusters Score -940779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -940783.062500 Penalty: 3009.186523
	Iteration 20F: 3 clusters Score -940783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -940784.125000 Penalty: 3009.186523
	Iteration 21Q: 3 clusters Score -940784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -940784.125000 Penalty: 3009.186523
	Iteration 22F: 3 clusters Score -940784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Entering Unmasked Estep 
Score: -3954807.500000 Penalty: 1739.660278
	Iteration 0F: 2 clusters Score -3954808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3924982.000000 Penalty: 3479.320557
	Iteration 0F: 3 clusters Score -3924982 nChanged 20837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3936762.500000 Penalty: 3479.320557
	Iteration 1F: 3 clusters Score -3936762 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3937189.000000 Penalty: 3479.320557
	Iteration 2Q: 3 clusters Score -3937189 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3937718.000000 Penalty: 3479.320557
	Iteration 3Q: 3 clusters Score -3937718 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3938335.750000 Penalty: 3479.320557
	Iteration 4Q: 3 clusters Score -3938336 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3939175.000000 Penalty: 3479.320557
	Iteration 5Q: 3 clusters Score -3939175 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3940402.250000 Penalty: 3479.320557
	Iteration 6F: 3 clusters Score -3940402 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3942160.500000 Penalty: 3479.320557
	Iteration 7F: 3 clusters Score -3942160 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3944586.500000 Penalty: 3479.320557
	Iteration 8F: 3 clusters Score -3944586 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3947164.750000 Penalty: 3479.320557
	Iteration 9F: 3 clusters Score -3947165 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3949005.000000 Penalty: 3479.320557
	Iteration 10Q: 3 clusters Score -3949005 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3950058.250000 Penalty: 3479.320557
	Iteration 11Q: 3 clusters Score -3950058 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -3950667.000000 Penalty: 3479.320557
	Iteration 12Q: 3 clusters Score -3950667 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3951085.500000 Penalty: 3479.320557
	Iteration 13Q: 3 clusters Score -3951086 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -3951385.250000 Penalty: 3479.320557
	Iteration 14Q: 3 clusters Score -3951385 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3951607.750000 Penalty: 3479.320557
	Iteration 15Q: 3 clusters Score -3951608 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3951800.250000 Penalty: 3479.320557
	Iteration 16Q: 3 clusters Score -3951800 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3951926.500000 Penalty: 3479.320557
	Iteration 17Q: 3 clusters Score -3951926 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3952049.000000 Penalty: 3479.320557
	Iteration 18Q: 3 clusters Score -3952049 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3952158.500000 Penalty: 3479.320557
	Iteration 19Q: 3 clusters Score -3952158 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3952224.750000 Penalty: 3479.320557
	Iteration 20F: 3 clusters Score -3952225 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3952316.750000 Penalty: 3479.320557
	Iteration 21Q: 3 clusters Score -3952317 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3952383.000000 Penalty: 3479.320557
	Iteration 22Q: 3 clusters Score -3952383 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3952448.000000 Penalty: 3479.320557
	Iteration 23Q: 3 clusters Score -3952448 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3952503.500000 Penalty: 3479.320557
	Iteration 24Q: 3 clusters Score -3952504 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3952554.750000 Penalty: 3479.320557
	Iteration 25Q: 3 clusters Score -3952555 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3952608.500000 Penalty: 3479.320557
	Iteration 26Q: 3 clusters Score -3952608 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3952644.250000 Penalty: 3479.320557
	Iteration 27Q: 3 clusters Score -3952644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3952678.500000 Penalty: 3479.320557
	Iteration 28Q: 3 clusters Score -3952678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3952716.500000 Penalty: 3479.320557
	Iteration 29Q: 3 clusters Score -3952716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3952749.500000 Penalty: 3479.320557
	Iteration 30Q: 3 clusters Score -3952750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3952783.750000 Penalty: 3479.320557
	Iteration 31Q: 3 clusters Score -3952784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3952816.000000 Penalty: 3479.320557
	Iteration 32Q: 3 clusters Score -3952816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3952838.750000 Penalty: 3479.320557
	Iteration 33Q: 3 clusters Score -3952839 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3952872.250000 Penalty: 3479.320557
	Iteration 34Q: 3 clusters Score -3952872 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3952896.000000 Penalty: 3479.320557
	Iteration 35Q: 3 clusters Score -3952896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3952938.000000 Penalty: 3479.320557
	Iteration 36Q: 3 clusters Score -3952938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3952960.000000 Penalty: 3479.320557
	Iteration 37Q: 3 clusters Score -3952960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3952985.750000 Penalty: 3479.320557
	Iteration 38Q: 3 clusters Score -3952986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3953017.250000 Penalty: 3479.320557
	Iteration 39Q: 3 clusters Score -3953017 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3953042.500000 Penalty: 3479.320557
	Iteration 40F: 3 clusters Score -3953042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3953043.000000 Penalty: 3479.320557
	Iteration 41Q: 3 clusters Score -3953043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3953056.750000 Penalty: 3479.320557
	Iteration 42Q: 3 clusters Score -3953057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3953084.500000 Penalty: 3479.320557
	Iteration 43Q: 3 clusters Score -3953084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3953096.500000 Penalty: 3479.320557
	Iteration 44Q: 3 clusters Score -3953096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3953099.000000 Penalty: 3479.320557
	Iteration 45Q: 3 clusters Score -3953099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3953101.750000 Penalty: 3479.320557
	Iteration 46Q: 3 clusters Score -3953102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3953108.500000 Penalty: 3479.320557
	Iteration 47Q: 3 clusters Score -3953108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3953121.500000 Penalty: 3479.320557
	Iteration 48Q: 3 clusters Score -3953122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3953130.250000 Penalty: 3479.320557
	Iteration 49Q: 3 clusters Score -3953130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3953139.250000 Penalty: 3479.320557
	Iteration 50Q: 3 clusters Score -3953139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3953152.250000 Penalty: 3479.320557
	Iteration 51Q: 3 clusters Score -3953152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3953152.000000 Penalty: 3479.320557
	Iteration 52Q: 3 clusters Score -3953152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3953162.500000 Penalty: 3479.320557
	Iteration 53Q: 3 clusters Score -3953162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3953167.000000 Penalty: 3479.320557
	Iteration 54Q: 3 clusters Score -3953167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3953180.750000 Penalty: 3479.320557
	Iteration 55Q: 3 clusters Score -3953181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3953190.250000 Penalty: 3479.320557
	Iteration 56Q: 3 clusters Score -3953190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3953202.000000 Penalty: 3479.320557
	Iteration 57Q: 3 clusters Score -3953202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3953211.000000 Penalty: 3479.320557
	Iteration 58Q: 3 clusters Score -3953211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3953213.000000 Penalty: 3479.320557
	Iteration 59Q: 3 clusters Score -3953213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3953218.000000 Penalty: 3479.320557
	Iteration 60F: 3 clusters Score -3953218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3953214.000000 Penalty: 3479.320557
	Iteration 61Q: 3 clusters Score -3953214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3953213.750000 Penalty: 3479.320557
	Iteration 62Q: 3 clusters Score -3953214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3953218.250000 Penalty: 3479.320557
	Iteration 63Q: 3 clusters Score -3953218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3953221.500000 Penalty: 3479.320557
	Iteration 64Q: 3 clusters Score -3953222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3953218.750000 Penalty: 3479.320557
	Iteration 65Q: 3 clusters Score -3953219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3953225.750000 Penalty: 3479.320557
	Iteration 66Q: 3 clusters Score -3953226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3953222.500000 Penalty: 3479.320557
	Iteration 67Q: 3 clusters Score -3953222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3953228.500000 Penalty: 3479.320557
	Iteration 68Q: 3 clusters Score -3953228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3953233.250000 Penalty: 3479.320557
	Iteration 69Q: 3 clusters Score -3953233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3953239.500000 Penalty: 3479.320557
	Iteration 70Q: 3 clusters Score -3953240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3953238.000000 Penalty: 3479.320557
	Iteration 71Q: 3 clusters Score -3953238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3953236.250000 Penalty: 3479.320557
	Iteration 72Q: 3 clusters Score -3953236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3953245.250000 Penalty: 3479.320557
	Iteration 73Q: 3 clusters Score -3953245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3953250.500000 Penalty: 3479.320557
	Iteration 74Q: 3 clusters Score -3953250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3953252.250000 Penalty: 3479.320557
	Iteration 75Q: 3 clusters Score -3953252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3953246.750000 Penalty: 3479.320557
	Iteration 76Q: 3 clusters Score -3953247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3953244.750000 Penalty: 3479.320557
	Iteration 77Q: 3 clusters Score -3953245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3953251.750000 Penalty: 3479.320557
	Iteration 78Q: 3 clusters Score -3953252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3953258.750000 Penalty: 3479.320557
	Iteration 79Q: 3 clusters Score -3953259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3953260.250000 Penalty: 3479.320557
	Iteration 80F: 3 clusters Score -3953260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3953259.000000 Penalty: 3479.320557
	Iteration 81Q: 3 clusters Score -3953259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3953262.500000 Penalty: 3479.320557
	Iteration 82Q: 3 clusters Score -3953262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3953261.500000 Penalty: 3479.320557
	Iteration 83Q: 3 clusters Score -3953262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3953261.500000 Penalty: 3479.320557
	Iteration 84F: 3 clusters Score -3953262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -158456.703125 Penalty: 1230.029419
	Iteration 0F: 2 clusters Score -158456.7 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 965 members 
Entering Unmasked Estep 
Score: -156467.484375 Penalty: 2460.058838
	Iteration 0F: 3 clusters Score -156467.5 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157030.968750 Penalty: 2460.058838
	Iteration 1F: 3 clusters Score -157031 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -157273.234375 Penalty: 2460.058838
	Iteration 2F: 3 clusters Score -157273.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -157610.328125 Penalty: 2460.058838
	Iteration 3F: 3 clusters Score -157610.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -158036.171875 Penalty: 2460.058838
	Iteration 4F: 3 clusters Score -158036.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -158375.203125 Penalty: 2460.058838
	Iteration 5F: 3 clusters Score -158375.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -158554.171875 Penalty: 2460.058838
	Iteration 6F: 3 clusters Score -158554.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -158647.765625 Penalty: 2460.058838
	Iteration 7Q: 3 clusters Score -158647.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -158683.000000 Penalty: 2460.058838
	Iteration 8Q: 3 clusters Score -158683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -158709.625000 Penalty: 2460.058838
	Iteration 9Q: 3 clusters Score -158709.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -158734.234375 Penalty: 2460.058838
	Iteration 10Q: 3 clusters Score -158734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -158752.296875 Penalty: 2460.058838
	Iteration 11Q: 3 clusters Score -158752.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -158760.203125 Penalty: 2460.058838
	Iteration 12Q: 3 clusters Score -158760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -158774.390625 Penalty: 2460.058838
	Iteration 13Q: 3 clusters Score -158774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -158780.687500 Penalty: 2460.058838
	Iteration 14Q: 3 clusters Score -158780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -158789.734375 Penalty: 2460.058838
	Iteration 15Q: 3 clusters Score -158789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -158793.156250 Penalty: 2460.058838
	Iteration 16Q: 3 clusters Score -158793.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -158793.562500 Penalty: 2460.058838
	Iteration 17Q: 3 clusters Score -158793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -158793.562500 Penalty: 2460.058838
	Iteration 18Q: 3 clusters Score -158793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -158793.562500 Penalty: 2460.058838
	Iteration 19F: 3 clusters Score -158793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1571 members 
Mstep: Class 3 contains 10499 members 
Mstep: Class 5 contains 44605 members 
Mstep: Class 6 contains 367 members 
Mstep: Class 7 contains 18798 members 
Mstep: Class 8 contains 14765 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 26996 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 14 contains 15393 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 18 contains 35394 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 21 contains 70082 members 
Mstep: Class 22 contains 3172 members 
Mstep: Class 23 contains 253813 members 
Entering Unmasked Estep 
Score: -45664948.000000 Penalty: 38525.945312
Splitting cluster 6 changes total score from -45664992.000000 to -45664948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (18798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Entering Unmasked Estep 
Score: -1697698.625000 Penalty: 1599.244751
	Iteration 0F: 2 clusters Score -1697699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1684818.375000 Penalty: 3198.489502
	Iteration 0F: 3 clusters Score -1684818 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1689470.125000 Penalty: 3198.489502
	Iteration 1F: 3 clusters Score -1689470 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1689925.250000 Penalty: 3198.489502
	Iteration 2F: 3 clusters Score -1689925 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1690522.625000 Penalty: 3198.489502
	Iteration 3F: 3 clusters Score -1690523 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1691283.500000 Penalty: 3198.489502
	Iteration 4F: 3 clusters Score -1691284 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1692321.000000 Penalty: 3198.489502
	Iteration 5F: 3 clusters Score -1692321 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1693611.000000 Penalty: 3198.489502
	Iteration 6F: 3 clusters Score -1693611 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1694899.250000 Penalty: 3198.489502
	Iteration 7F: 3 clusters Score -1694899 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1695602.500000 Penalty: 3198.489502
	Iteration 8Q: 3 clusters Score -1695602 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1695843.125000 Penalty: 3198.489502
	Iteration 9Q: 3 clusters Score -1695843 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1695947.125000 Penalty: 3198.489502
	Iteration 10Q: 3 clusters Score -1695947 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1696001.375000 Penalty: 3198.489502
	Iteration 11Q: 3 clusters Score -1696001 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1696058.000000 Penalty: 3198.489502
	Iteration 12Q: 3 clusters Score -1696058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1696107.750000 Penalty: 3198.489502
	Iteration 13Q: 3 clusters Score -1696108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1696127.125000 Penalty: 3198.489502
	Iteration 14Q: 3 clusters Score -1696127 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1696145.625000 Penalty: 3198.489502
	Iteration 15Q: 3 clusters Score -1696146 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1696168.000000 Penalty: 3198.489502
	Iteration 16Q: 3 clusters Score -1696168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1696188.250000 Penalty: 3198.489502
	Iteration 17Q: 3 clusters Score -1696188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1696210.750000 Penalty: 3198.489502
	Iteration 18Q: 3 clusters Score -1696211 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1696224.375000 Penalty: 3198.489502
	Iteration 19Q: 3 clusters Score -1696224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1696248.375000 Penalty: 3198.489502
	Iteration 20F: 3 clusters Score -1696248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1696251.875000 Penalty: 3198.489502
	Iteration 21Q: 3 clusters Score -1696252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1696268.750000 Penalty: 3198.489502
	Iteration 22Q: 3 clusters Score -1696269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1696275.000000 Penalty: 3198.489502
	Iteration 23Q: 3 clusters Score -1696275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1696289.500000 Penalty: 3198.489502
	Iteration 24Q: 3 clusters Score -1696290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1696298.500000 Penalty: 3198.489502
	Iteration 25Q: 3 clusters Score -1696298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1696309.875000 Penalty: 3198.489502
	Iteration 26Q: 3 clusters Score -1696310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1696322.125000 Penalty: 3198.489502
	Iteration 27Q: 3 clusters Score -1696322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1696328.750000 Penalty: 3198.489502
	Iteration 28Q: 3 clusters Score -1696329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1696335.125000 Penalty: 3198.489502
	Iteration 29Q: 3 clusters Score -1696335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1696345.250000 Penalty: 3198.489502
	Iteration 30Q: 3 clusters Score -1696345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1696352.375000 Penalty: 3198.489502
	Iteration 31Q: 3 clusters Score -1696352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1696359.125000 Penalty: 3198.489502
	Iteration 32Q: 3 clusters Score -1696359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1696368.000000 Penalty: 3198.489502
	Iteration 33Q: 3 clusters Score -1696368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1696373.375000 Penalty: 3198.489502
	Iteration 34Q: 3 clusters Score -1696373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1696377.250000 Penalty: 3198.489502
	Iteration 35Q: 3 clusters Score -1696377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1696376.625000 Penalty: 3198.489502
	Iteration 36Q: 3 clusters Score -1696377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1696377.875000 Penalty: 3198.489502
	Iteration 37Q: 3 clusters Score -1696378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1696377.875000 Penalty: 3198.489502
	Iteration 38Q: 3 clusters Score -1696378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1696376.000000 Penalty: 3198.489502
	Iteration 39Q: 3 clusters Score -1696376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1696378.500000 Penalty: 3198.489502
	Iteration 40F: 3 clusters Score -1696378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1696377.125000 Penalty: 3198.489502
	Iteration 41Q: 3 clusters Score -1696377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1696377.625000 Penalty: 3198.489502
	Iteration 42Q: 3 clusters Score -1696378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1696377.625000 Penalty: 3198.489502
	Iteration 43F: 3 clusters Score -1696378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Entering Unmasked Estep 
Score: -1355411.875000 Penalty: 1560.002441
	Iteration 0F: 2 clusters Score -1355412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1345158.125000 Penalty: 3120.004883
	Iteration 0F: 3 clusters Score -1345158 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1348713.625000 Penalty: 3120.004883
	Iteration 1F: 3 clusters Score -1348714 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1349063.250000 Penalty: 3120.004883
	Iteration 2F: 3 clusters Score -1349063 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1349369.375000 Penalty: 3120.004883
	Iteration 3Q: 3 clusters Score -1349369 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1349709.375000 Penalty: 3120.004883
	Iteration 4Q: 3 clusters Score -1349709 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1350122.875000 Penalty: 3120.004883
	Iteration 5F: 3 clusters Score -1350123 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1350730.750000 Penalty: 3120.004883
	Iteration 6F: 3 clusters Score -1350731 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1351472.500000 Penalty: 3120.004883
	Iteration 7F: 3 clusters Score -1351472 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1352279.375000 Penalty: 3120.004883
	Iteration 8F: 3 clusters Score -1352279 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1352939.500000 Penalty: 3120.004883
	Iteration 9F: 3 clusters Score -1352940 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1353420.000000 Penalty: 3120.004883
	Iteration 10Q: 3 clusters Score -1353420 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1353689.250000 Penalty: 3120.004883
	Iteration 11Q: 3 clusters Score -1353689 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1353847.250000 Penalty: 3120.004883
	Iteration 12Q: 3 clusters Score -1353847 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1353945.500000 Penalty: 3120.004883
	Iteration 13Q: 3 clusters Score -1353946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1354000.125000 Penalty: 3120.004883
	Iteration 14Q: 3 clusters Score -1354000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1354025.750000 Penalty: 3120.004883
	Iteration 15Q: 3 clusters Score -1354026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1354041.125000 Penalty: 3120.004883
	Iteration 16Q: 3 clusters Score -1354041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1354064.500000 Penalty: 3120.004883
	Iteration 17Q: 3 clusters Score -1354064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1354078.375000 Penalty: 3120.004883
	Iteration 18Q: 3 clusters Score -1354078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1354087.000000 Penalty: 3120.004883
	Iteration 19Q: 3 clusters Score -1354087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1354095.750000 Penalty: 3120.004883
	Iteration 20F: 3 clusters Score -1354096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1354098.250000 Penalty: 3120.004883
	Iteration 21Q: 3 clusters Score -1354098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1354103.125000 Penalty: 3120.004883
	Iteration 22Q: 3 clusters Score -1354103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1354105.625000 Penalty: 3120.004883
	Iteration 23Q: 3 clusters Score -1354106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1354109.500000 Penalty: 3120.004883
	Iteration 24Q: 3 clusters Score -1354110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1354113.875000 Penalty: 3120.004883
	Iteration 25Q: 3 clusters Score -1354114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1354115.375000 Penalty: 3120.004883
	Iteration 26Q: 3 clusters Score -1354115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1354118.250000 Penalty: 3120.004883
	Iteration 27Q: 3 clusters Score -1354118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1354117.000000 Penalty: 3120.004883
	Iteration 28Q: 3 clusters Score -1354117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1354119.750000 Penalty: 3120.004883
	Iteration 29Q: 3 clusters Score -1354120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1354119.750000 Penalty: 3120.004883
	Iteration 30F: 3 clusters Score -1354120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -238865.796875 Penalty: 1297.253540
	Iteration 0F: 2 clusters Score -238865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -236171.421875 Penalty: 2594.507080
	Iteration 0F: 3 clusters Score -236171.4 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -236841.500000 Penalty: 2594.507080
	Iteration 1F: 3 clusters Score -236841.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -237009.921875 Penalty: 2594.507080
	Iteration 2F: 3 clusters Score -237009.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -237148.109375 Penalty: 2594.507080
	Iteration 3F: 3 clusters Score -237148.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -237348.171875 Penalty: 2594.507080
	Iteration 4Q: 3 clusters Score -237348.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -237549.843750 Penalty: 2594.507080
	Iteration 5F: 3 clusters Score -237549.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -237741.031250 Penalty: 2594.507080
	Iteration 6F: 3 clusters Score -237741 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -237903.062500 Penalty: 2594.507080
	Iteration 7F: 3 clusters Score -237903.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -238058.812500 Penalty: 2594.507080
	Iteration 8F: 3 clusters Score -238058.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -238224.218750 Penalty: 2594.507080
	Iteration 9F: 3 clusters Score -238224.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -238367.078125 Penalty: 2594.507080
	Iteration 10Q: 3 clusters Score -238367.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -238459.718750 Penalty: 2594.507080
	Iteration 11Q: 3 clusters Score -238459.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -238544.640625 Penalty: 2594.507080
	Iteration 12Q: 3 clusters Score -238544.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -238609.546875 Penalty: 2594.507080
	Iteration 13Q: 3 clusters Score -238609.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -238648.140625 Penalty: 2594.507080
	Iteration 14Q: 3 clusters Score -238648.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -238669.203125 Penalty: 2594.507080
	Iteration 15Q: 3 clusters Score -238669.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -238684.625000 Penalty: 2594.507080
	Iteration 16Q: 3 clusters Score -238684.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -238693.562500 Penalty: 2594.507080
	Iteration 17Q: 3 clusters Score -238693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -238696.468750 Penalty: 2594.507080
	Iteration 18Q: 3 clusters Score -238696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -238698.093750 Penalty: 2594.507080
	Iteration 19Q: 3 clusters Score -238698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -238701.031250 Penalty: 2594.507080
	Iteration 20F: 3 clusters Score -238701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -238701.609375 Penalty: 2594.507080
	Iteration 21Q: 3 clusters Score -238701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -238701.609375 Penalty: 2594.507080
	Iteration 22F: 3 clusters Score -238701.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Entering Unmasked Estep 
Score: -852997.312500 Penalty: 1489.623047
	Iteration 0F: 2 clusters Score -852997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -846087.437500 Penalty: 2979.246094
	Iteration 0F: 3 clusters Score -846087.4 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -848313.875000 Penalty: 2979.246094
	Iteration 1F: 3 clusters Score -848313.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -848546.187500 Penalty: 2979.246094
	Iteration 2F: 3 clusters Score -848546.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -848759.187500 Penalty: 2979.246094
	Iteration 3Q: 3 clusters Score -848759.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -848962.750000 Penalty: 2979.246094
	Iteration 4Q: 3 clusters Score -848962.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -849204.437500 Penalty: 2979.246094
	Iteration 5Q: 3 clusters Score -849204.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -849519.562500 Penalty: 2979.246094
	Iteration 6F: 3 clusters Score -849519.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -849898.625000 Penalty: 2979.246094
	Iteration 7F: 3 clusters Score -849898.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -850351.500000 Penalty: 2979.246094
	Iteration 8F: 3 clusters Score -850351.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -850815.437500 Penalty: 2979.246094
	Iteration 9F: 3 clusters Score -850815.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -851183.437500 Penalty: 2979.246094
	Iteration 10Q: 3 clusters Score -851183.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -851440.312500 Penalty: 2979.246094
	Iteration 11Q: 3 clusters Score -851440.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -851612.562500 Penalty: 2979.246094
	Iteration 12Q: 3 clusters Score -851612.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -851710.625000 Penalty: 2979.246094
	Iteration 13Q: 3 clusters Score -851710.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -851753.937500 Penalty: 2979.246094
	Iteration 14Q: 3 clusters Score -851753.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -851765.500000 Penalty: 2979.246094
	Iteration 15Q: 3 clusters Score -851765.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -851781.750000 Penalty: 2979.246094
	Iteration 16Q: 3 clusters Score -851781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -851795.312500 Penalty: 2979.246094
	Iteration 17Q: 3 clusters Score -851795.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -851800.750000 Penalty: 2979.246094
	Iteration 18Q: 3 clusters Score -851800.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -851808.000000 Penalty: 2979.246094
	Iteration 19Q: 3 clusters Score -851808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -851814.750000 Penalty: 2979.246094
	Iteration 20F: 3 clusters Score -851814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -851820.062500 Penalty: 2979.246094
	Iteration 21Q: 3 clusters Score -851820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -851824.125000 Penalty: 2979.246094
	Iteration 22Q: 3 clusters Score -851824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -851829.312500 Penalty: 2979.246094
	Iteration 23Q: 3 clusters Score -851829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -851833.062500 Penalty: 2979.246094
	Iteration 24Q: 3 clusters Score -851833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -851833.062500 Penalty: 2979.246094
	Iteration 25F: 3 clusters Score -851833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Entering Unmasked Estep 
Score: -2397963.250000 Penalty: 1658.059570
	Iteration 0F: 2 clusters Score -2397963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2379754.750000 Penalty: 3316.119141
	Iteration 0F: 3 clusters Score -2379755 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2386539.000000 Penalty: 3316.119141
	Iteration 1F: 3 clusters Score -2386539 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2387041.750000 Penalty: 3316.119141
	Iteration 2Q: 3 clusters Score -2387042 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2387577.500000 Penalty: 3316.119141
	Iteration 3Q: 3 clusters Score -2387578 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -2388233.500000 Penalty: 3316.119141
	Iteration 4Q: 3 clusters Score -2388234 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2389136.750000 Penalty: 3316.119141
	Iteration 5F: 3 clusters Score -2389137 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2390266.500000 Penalty: 3316.119141
	Iteration 6F: 3 clusters Score -2390266 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2391587.250000 Penalty: 3316.119141
	Iteration 7F: 3 clusters Score -2391587 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2392841.500000 Penalty: 3316.119141
	Iteration 8F: 3 clusters Score -2392842 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2393780.000000 Penalty: 3316.119141
	Iteration 9F: 3 clusters Score -2393780 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2394414.250000 Penalty: 3316.119141
	Iteration 10Q: 3 clusters Score -2394414 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2394855.750000 Penalty: 3316.119141
	Iteration 11Q: 3 clusters Score -2394856 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2395197.750000 Penalty: 3316.119141
	Iteration 12Q: 3 clusters Score -2395198 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2395438.750000 Penalty: 3316.119141
	Iteration 13Q: 3 clusters Score -2395439 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2395612.000000 Penalty: 3316.119141
	Iteration 14Q: 3 clusters Score -2395612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2395735.250000 Penalty: 3316.119141
	Iteration 15Q: 3 clusters Score -2395735 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2395858.750000 Penalty: 3316.119141
	Iteration 16Q: 3 clusters Score -2395859 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2395981.500000 Penalty: 3316.119141
	Iteration 17Q: 3 clusters Score -2395982 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2396088.250000 Penalty: 3316.119141
	Iteration 18Q: 3 clusters Score -2396088 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2396156.750000 Penalty: 3316.119141
	Iteration 19Q: 3 clusters Score -2396157 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2396223.250000 Penalty: 3316.119141
	Iteration 20F: 3 clusters Score -2396223 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2396272.000000 Penalty: 3316.119141
	Iteration 21Q: 3 clusters Score -2396272 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2396317.000000 Penalty: 3316.119141
	Iteration 22Q: 3 clusters Score -2396317 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2396349.500000 Penalty: 3316.119141
	Iteration 23Q: 3 clusters Score -2396350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2396363.500000 Penalty: 3316.119141
	Iteration 24Q: 3 clusters Score -2396364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2396392.250000 Penalty: 3316.119141
	Iteration 25Q: 3 clusters Score -2396392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2396406.250000 Penalty: 3316.119141
	Iteration 26Q: 3 clusters Score -2396406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2396426.500000 Penalty: 3316.119141
	Iteration 27Q: 3 clusters Score -2396426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2396428.750000 Penalty: 3316.119141
	Iteration 28Q: 3 clusters Score -2396429 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2396434.000000 Penalty: 3316.119141
	Iteration 29Q: 3 clusters Score -2396434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2396454.250000 Penalty: 3316.119141
	Iteration 30Q: 3 clusters Score -2396454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2396461.000000 Penalty: 3316.119141
	Iteration 31Q: 3 clusters Score -2396461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2396469.750000 Penalty: 3316.119141
	Iteration 32Q: 3 clusters Score -2396470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2396476.000000 Penalty: 3316.119141
	Iteration 33Q: 3 clusters Score -2396476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2396473.500000 Penalty: 3316.119141
	Iteration 34Q: 3 clusters Score -2396474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2396472.750000 Penalty: 3316.119141
	Iteration 35Q: 3 clusters Score -2396473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2396481.000000 Penalty: 3316.119141
	Iteration 36Q: 3 clusters Score -2396481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2396497.000000 Penalty: 3316.119141
	Iteration 37Q: 3 clusters Score -2396497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2396496.250000 Penalty: 3316.119141
	Iteration 38Q: 3 clusters Score -2396496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2396509.250000 Penalty: 3316.119141
	Iteration 39Q: 3 clusters Score -2396509 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2396502.750000 Penalty: 3316.119141
	Iteration 40F: 3 clusters Score -2396503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2396506.500000 Penalty: 3316.119141
	Iteration 41Q: 3 clusters Score -2396506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2396506.750000 Penalty: 3316.119141
	Iteration 42Q: 3 clusters Score -2396507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2396511.500000 Penalty: 3316.119141
	Iteration 43Q: 3 clusters Score -2396512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2396515.000000 Penalty: 3316.119141
	Iteration 44Q: 3 clusters Score -2396515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2396517.500000 Penalty: 3316.119141
	Iteration 45Q: 3 clusters Score -2396518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2396521.250000 Penalty: 3316.119141
	Iteration 46Q: 3 clusters Score -2396521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2396523.250000 Penalty: 3316.119141
	Iteration 47Q: 3 clusters Score -2396523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2396527.250000 Penalty: 3316.119141
	Iteration 48Q: 3 clusters Score -2396527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2396535.750000 Penalty: 3316.119141
	Iteration 49Q: 3 clusters Score -2396536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2396530.750000 Penalty: 3316.119141
	Iteration 50Q: 3 clusters Score -2396531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2396535.250000 Penalty: 3316.119141
	Iteration 51Q: 3 clusters Score -2396535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2396532.250000 Penalty: 3316.119141
	Iteration 52Q: 3 clusters Score -2396532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2396533.250000 Penalty: 3316.119141
	Iteration 53Q: 3 clusters Score -2396533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2396537.000000 Penalty: 3316.119141
	Iteration 54Q: 3 clusters Score -2396537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2396534.750000 Penalty: 3316.119141
	Iteration 55Q: 3 clusters Score -2396535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2396538.250000 Penalty: 3316.119141
	Iteration 56Q: 3 clusters Score -2396538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2396536.750000 Penalty: 3316.119141
	Iteration 57Q: 3 clusters Score -2396537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2396534.250000 Penalty: 3316.119141
	Iteration 58Q: 3 clusters Score -2396534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2396535.250000 Penalty: 3316.119141
	Iteration 59Q: 3 clusters Score -2396535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2396539.250000 Penalty: 3316.119141
	Iteration 60F: 3 clusters Score -2396539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2396534.500000 Penalty: 3316.119141
	Iteration 61Q: 3 clusters Score -2396534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2396538.000000 Penalty: 3316.119141
	Iteration 62Q: 3 clusters Score -2396538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2396541.000000 Penalty: 3316.119141
	Iteration 63Q: 3 clusters Score -2396541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -2396543.500000 Penalty: 3316.119141
	Iteration 64Q: 3 clusters Score -2396544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2396545.500000 Penalty: 3316.119141
	Iteration 65Q: 3 clusters Score -2396546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2396541.000000 Penalty: 3316.119141
	Iteration 66Q: 3 clusters Score -2396541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2396539.500000 Penalty: 3316.119141
	Iteration 67Q: 3 clusters Score -2396540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2396544.250000 Penalty: 3316.119141
	Iteration 68Q: 3 clusters Score -2396544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2396542.750000 Penalty: 3316.119141
	Iteration 69Q: 3 clusters Score -2396543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2396541.750000 Penalty: 3316.119141
	Iteration 70Q: 3 clusters Score -2396542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2396545.250000 Penalty: 3316.119141
	Iteration 71Q: 3 clusters Score -2396545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2396548.250000 Penalty: 3316.119141
	Iteration 72Q: 3 clusters Score -2396548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2396550.750000 Penalty: 3316.119141
	Iteration 73Q: 3 clusters Score -2396551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2396550.750000 Penalty: 3316.119141
	Iteration 74Q: 3 clusters Score -2396551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2396550.000000 Penalty: 3316.119141
	Iteration 75Q: 3 clusters Score -2396550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2396548.750000 Penalty: 3316.119141
	Iteration 76Q: 3 clusters Score -2396549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2396550.000000 Penalty: 3316.119141
	Iteration 77Q: 3 clusters Score -2396550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2396552.000000 Penalty: 3316.119141
	Iteration 78Q: 3 clusters Score -2396552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2396550.000000 Penalty: 3316.119141
	Iteration 79Q: 3 clusters Score -2396550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2396550.250000 Penalty: 3316.119141
	Iteration 80F: 3 clusters Score -2396550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2396554.000000 Penalty: 3316.119141
	Iteration 81Q: 3 clusters Score -2396554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2396553.750000 Penalty: 3316.119141
	Iteration 82Q: 3 clusters Score -2396554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2396553.750000 Penalty: 3316.119141
	Iteration 83F: 3 clusters Score -2396554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -175473.625000 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -175473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -173440.187500 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -173440.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -173867.328125 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -173867.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -173975.750000 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -173975.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -174040.437500 Penalty: 2463.063477
	Iteration 3F: 3 clusters Score -174040.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -174086.906250 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -174086.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -174123.953125 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -174124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -174161.734375 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -174161.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -174184.593750 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -174184.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -174204.062500 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -174204.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -174221.203125 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -174221.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -174241.187500 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -174241.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -174271.640625 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -174271.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -174300.875000 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -174300.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -174330.843750 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -174330.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -174351.875000 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -174351.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -174373.468750 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -174373.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -174399.875000 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -174399.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -174421.031250 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -174421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -174439.265625 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -174439.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -174446.078125 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -174446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -174450.421875 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -174450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -174457.531250 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -174457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -174468.140625 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -174468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -174478.578125 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -174478.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -174482.437500 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -174482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -174486.890625 Penalty: 2463.063477
	Iteration 25Q: 3 clusters Score -174486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -174490.906250 Penalty: 2463.063477
	Iteration 26Q: 3 clusters Score -174490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -174496.062500 Penalty: 2463.063477
	Iteration 27Q: 3 clusters Score -174496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -174501.625000 Penalty: 2463.063477
	Iteration 28Q: 3 clusters Score -174501.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -174509.578125 Penalty: 2463.063477
	Iteration 29Q: 3 clusters Score -174509.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -174516.875000 Penalty: 2463.063477
	Iteration 30Q: 3 clusters Score -174516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -174519.875000 Penalty: 2463.063477
	Iteration 31Q: 3 clusters Score -174519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -174522.250000 Penalty: 2463.063477
	Iteration 32Q: 3 clusters Score -174522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -174523.718750 Penalty: 2463.063477
	Iteration 33Q: 3 clusters Score -174523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -174525.703125 Penalty: 2463.063477
	Iteration 34Q: 3 clusters Score -174525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -174527.828125 Penalty: 2463.063477
	Iteration 35Q: 3 clusters Score -174527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -174530.953125 Penalty: 2463.063477
	Iteration 36Q: 3 clusters Score -174531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -174534.250000 Penalty: 2463.063477
	Iteration 37Q: 3 clusters Score -174534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -174536.734375 Penalty: 2463.063477
	Iteration 38Q: 3 clusters Score -174536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -174538.437500 Penalty: 2463.063477
	Iteration 39Q: 3 clusters Score -174538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -174539.640625 Penalty: 2463.063477
	Iteration 40F: 3 clusters Score -174539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -174541.203125 Penalty: 2463.063477
	Iteration 41Q: 3 clusters Score -174541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -174542.640625 Penalty: 2463.063477
	Iteration 42Q: 3 clusters Score -174542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -174544.156250 Penalty: 2463.063477
	Iteration 43Q: 3 clusters Score -174544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -174545.187500 Penalty: 2463.063477
	Iteration 44Q: 3 clusters Score -174545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -174546.984375 Penalty: 2463.063477
	Iteration 45Q: 3 clusters Score -174547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -174548.031250 Penalty: 2463.063477
	Iteration 46Q: 3 clusters Score -174548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -174550.343750 Penalty: 2463.063477
	Iteration 47Q: 3 clusters Score -174550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -174552.703125 Penalty: 2463.063477
	Iteration 48Q: 3 clusters Score -174552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -174554.218750 Penalty: 2463.063477
	Iteration 49Q: 3 clusters Score -174554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -174554.656250 Penalty: 2463.063477
	Iteration 50Q: 3 clusters Score -174554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -174555.343750 Penalty: 2463.063477
	Iteration 51Q: 3 clusters Score -174555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -174555.343750 Penalty: 2463.063477
	Iteration 52F: 3 clusters Score -174555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Entering Unmasked Estep 
Score: -1361078.625000 Penalty: 1566.771118
	Iteration 0F: 2 clusters Score -1361079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1350460.250000 Penalty: 3133.542236
	Iteration 0F: 3 clusters Score -1350460 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1354188.625000 Penalty: 3133.542236
	Iteration 1F: 3 clusters Score -1354189 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1354497.875000 Penalty: 3133.542236
	Iteration 2F: 3 clusters Score -1354498 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1354801.500000 Penalty: 3133.542236
	Iteration 3Q: 3 clusters Score -1354802 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1355162.375000 Penalty: 3133.542236
	Iteration 4Q: 3 clusters Score -1355162 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1355690.375000 Penalty: 3133.542236
	Iteration 5F: 3 clusters Score -1355690 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1356387.000000 Penalty: 3133.542236
	Iteration 6F: 3 clusters Score -1356387 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1357183.125000 Penalty: 3133.542236
	Iteration 7F: 3 clusters Score -1357183 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1358028.000000 Penalty: 3133.542236
	Iteration 8F: 3 clusters Score -1358028 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1358718.750000 Penalty: 3133.542236
	Iteration 9Q: 3 clusters Score -1358719 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1359170.625000 Penalty: 3133.542236
	Iteration 10Q: 3 clusters Score -1359171 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1359452.875000 Penalty: 3133.542236
	Iteration 11Q: 3 clusters Score -1359453 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1359599.125000 Penalty: 3133.542236
	Iteration 12Q: 3 clusters Score -1359599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1359688.125000 Penalty: 3133.542236
	Iteration 13Q: 3 clusters Score -1359688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1359746.250000 Penalty: 3133.542236
	Iteration 14Q: 3 clusters Score -1359746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1359808.375000 Penalty: 3133.542236
	Iteration 15Q: 3 clusters Score -1359808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1359841.500000 Penalty: 3133.542236
	Iteration 16Q: 3 clusters Score -1359842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1359867.625000 Penalty: 3133.542236
	Iteration 17Q: 3 clusters Score -1359868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1359881.250000 Penalty: 3133.542236
	Iteration 18Q: 3 clusters Score -1359881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1359897.500000 Penalty: 3133.542236
	Iteration 19Q: 3 clusters Score -1359898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1359912.750000 Penalty: 3133.542236
	Iteration 20F: 3 clusters Score -1359913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1359923.500000 Penalty: 3133.542236
	Iteration 21Q: 3 clusters Score -1359924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1359931.250000 Penalty: 3133.542236
	Iteration 22Q: 3 clusters Score -1359931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1359940.000000 Penalty: 3133.542236
	Iteration 23Q: 3 clusters Score -1359940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1359946.875000 Penalty: 3133.542236
	Iteration 24Q: 3 clusters Score -1359947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1359953.750000 Penalty: 3133.542236
	Iteration 25Q: 3 clusters Score -1359954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1359958.625000 Penalty: 3133.542236
	Iteration 26Q: 3 clusters Score -1359959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1359963.500000 Penalty: 3133.542236
	Iteration 27Q: 3 clusters Score -1359964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1359967.750000 Penalty: 3133.542236
	Iteration 28Q: 3 clusters Score -1359968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1359970.125000 Penalty: 3133.542236
	Iteration 29Q: 3 clusters Score -1359970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1359972.500000 Penalty: 3133.542236
	Iteration 30Q: 3 clusters Score -1359972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1359974.375000 Penalty: 3133.542236
	Iteration 31Q: 3 clusters Score -1359974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1359976.750000 Penalty: 3133.542236
	Iteration 32Q: 3 clusters Score -1359977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1359975.500000 Penalty: 3133.542236
	Iteration 33Q: 3 clusters Score -1359976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1359976.125000 Penalty: 3133.542236
	Iteration 34Q: 3 clusters Score -1359976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1359976.125000 Penalty: 3133.542236
	Iteration 35F: 3 clusters Score -1359976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -333887.593750 Penalty: 1338.805176
	Iteration 0F: 2 clusters Score -333887.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -330626.187500 Penalty: 2677.610352
	Iteration 0F: 3 clusters Score -330626.2 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -331412.125000 Penalty: 2677.610352
	Iteration 1F: 3 clusters Score -331412.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -331555.968750 Penalty: 2677.610352
	Iteration 2F: 3 clusters Score -331556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -331653.156250 Penalty: 2677.610352
	Iteration 3F: 3 clusters Score -331653.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -331721.468750 Penalty: 2677.610352
	Iteration 4Q: 3 clusters Score -331721.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -331779.687500 Penalty: 2677.610352
	Iteration 5Q: 3 clusters Score -331779.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -331832.906250 Penalty: 2677.610352
	Iteration 6Q: 3 clusters Score -331832.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -331877.343750 Penalty: 2677.610352
	Iteration 7Q: 3 clusters Score -331877.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -331908.781250 Penalty: 2677.610352
	Iteration 8Q: 3 clusters Score -331908.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -331938.062500 Penalty: 2677.610352
	Iteration 9Q: 3 clusters Score -331938.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -331986.468750 Penalty: 2677.610352
	Iteration 10Q: 3 clusters Score -331986.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -332020.718750 Penalty: 2677.610352
	Iteration 11Q: 3 clusters Score -332020.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -332059.000000 Penalty: 2677.610352
	Iteration 12Q: 3 clusters Score -332059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -332105.500000 Penalty: 2677.610352
	Iteration 13Q: 3 clusters Score -332105.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -332165.562500 Penalty: 2677.610352
	Iteration 14Q: 3 clusters Score -332165.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -332230.000000 Penalty: 2677.610352
	Iteration 15Q: 3 clusters Score -332230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -332308.187500 Penalty: 2677.610352
	Iteration 16Q: 3 clusters Score -332308.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -332393.062500 Penalty: 2677.610352
	Iteration 17Q: 3 clusters Score -332393.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -332474.062500 Penalty: 2677.610352
	Iteration 18Q: 3 clusters Score -332474.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -332533.531250 Penalty: 2677.610352
	Iteration 19Q: 3 clusters Score -332533.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -332582.562500 Penalty: 2677.610352
	Iteration 20F: 3 clusters Score -332582.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -332619.843750 Penalty: 2677.610352
	Iteration 21Q: 3 clusters Score -332619.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -332646.406250 Penalty: 2677.610352
	Iteration 22Q: 3 clusters Score -332646.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -332663.593750 Penalty: 2677.610352
	Iteration 23Q: 3 clusters Score -332663.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -332679.343750 Penalty: 2677.610352
	Iteration 24Q: 3 clusters Score -332679.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -332693.937500 Penalty: 2677.610352
	Iteration 25Q: 3 clusters Score -332693.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -332706.812500 Penalty: 2677.610352
	Iteration 26Q: 3 clusters Score -332706.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -332716.093750 Penalty: 2677.610352
	Iteration 27Q: 3 clusters Score -332716.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -332726.812500 Penalty: 2677.610352
	Iteration 28Q: 3 clusters Score -332726.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -332737.031250 Penalty: 2677.610352
	Iteration 29Q: 3 clusters Score -332737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -332749.656250 Penalty: 2677.610352
	Iteration 30Q: 3 clusters Score -332749.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -332763.312500 Penalty: 2677.610352
	Iteration 31Q: 3 clusters Score -332763.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -332779.843750 Penalty: 2677.610352
	Iteration 32Q: 3 clusters Score -332779.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -332794.625000 Penalty: 2677.610352
	Iteration 33Q: 3 clusters Score -332794.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -332804.343750 Penalty: 2677.610352
	Iteration 34Q: 3 clusters Score -332804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -332813.343750 Penalty: 2677.610352
	Iteration 35Q: 3 clusters Score -332813.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -332818.625000 Penalty: 2677.610352
	Iteration 36Q: 3 clusters Score -332818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -332824.562500 Penalty: 2677.610352
	Iteration 37Q: 3 clusters Score -332824.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -332828.781250 Penalty: 2677.610352
	Iteration 38Q: 3 clusters Score -332828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -332832.031250 Penalty: 2677.610352
	Iteration 39Q: 3 clusters Score -332832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -332836.156250 Penalty: 2677.610352
	Iteration 40F: 3 clusters Score -332836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -332838.781250 Penalty: 2677.610352
	Iteration 41Q: 3 clusters Score -332838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -332840.937500 Penalty: 2677.610352
	Iteration 42Q: 3 clusters Score -332840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -332843.093750 Penalty: 2677.610352
	Iteration 43Q: 3 clusters Score -332843.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -332845.500000 Penalty: 2677.610352
	Iteration 44Q: 3 clusters Score -332845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -332848.437500 Penalty: 2677.610352
	Iteration 45Q: 3 clusters Score -332848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -332849.156250 Penalty: 2677.610352
	Iteration 46Q: 3 clusters Score -332849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -332850.406250 Penalty: 2677.610352
	Iteration 47Q: 3 clusters Score -332850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -332851.781250 Penalty: 2677.610352
	Iteration 48Q: 3 clusters Score -332851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -332853.250000 Penalty: 2677.610352
	Iteration 49Q: 3 clusters Score -332853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -332854.531250 Penalty: 2677.610352
	Iteration 50Q: 3 clusters Score -332854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -332857.437500 Penalty: 2677.610352
	Iteration 51Q: 3 clusters Score -332857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -332859.750000 Penalty: 2677.610352
	Iteration 52Q: 3 clusters Score -332859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -332861.718750 Penalty: 2677.610352
	Iteration 53Q: 3 clusters Score -332861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -332862.843750 Penalty: 2677.610352
	Iteration 54Q: 3 clusters Score -332862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -332865.093750 Penalty: 2677.610352
	Iteration 55Q: 3 clusters Score -332865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -332868.437500 Penalty: 2677.610352
	Iteration 56Q: 3 clusters Score -332868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -332871.531250 Penalty: 2677.610352
	Iteration 57Q: 3 clusters Score -332871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -332873.562500 Penalty: 2677.610352
	Iteration 58Q: 3 clusters Score -332873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -332874.906250 Penalty: 2677.610352
	Iteration 59Q: 3 clusters Score -332874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -332877.000000 Penalty: 2677.610352
	Iteration 60F: 3 clusters Score -332877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -332878.468750 Penalty: 2677.610352
	Iteration 61Q: 3 clusters Score -332878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -332879.625000 Penalty: 2677.610352
	Iteration 62Q: 3 clusters Score -332879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -332880.250000 Penalty: 2677.610352
	Iteration 63Q: 3 clusters Score -332880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -332880.281250 Penalty: 2677.610352
	Iteration 64Q: 3 clusters Score -332880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -332880.968750 Penalty: 2677.610352
	Iteration 65Q: 3 clusters Score -332881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -332881.937500 Penalty: 2677.610352
	Iteration 66Q: 3 clusters Score -332881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -332883.781250 Penalty: 2677.610352
	Iteration 67Q: 3 clusters Score -332883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -332883.968750 Penalty: 2677.610352
	Iteration 68Q: 3 clusters Score -332884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -332886.750000 Penalty: 2677.610352
	Iteration 69Q: 3 clusters Score -332886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -332887.562500 Penalty: 2677.610352
	Iteration 70Q: 3 clusters Score -332887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -332888.781250 Penalty: 2677.610352
	Iteration 71Q: 3 clusters Score -332888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -332889.718750 Penalty: 2677.610352
	Iteration 72Q: 3 clusters Score -332889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -332891.062500 Penalty: 2677.610352
	Iteration 73Q: 3 clusters Score -332891.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -332893.187500 Penalty: 2677.610352
	Iteration 74Q: 3 clusters Score -332893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -332893.750000 Penalty: 2677.610352
	Iteration 75Q: 3 clusters Score -332893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -332893.125000 Penalty: 2677.610352
	Iteration 76Q: 3 clusters Score -332893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -332893.125000 Penalty: 2677.610352
	Iteration 77F: 3 clusters Score -332893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Entering Unmasked Estep 
Score: -3007382.000000 Penalty: 1702.073364
	Iteration 0F: 2 clusters Score -3007382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2983576.500000 Penalty: 3404.146729
	Iteration 0F: 3 clusters Score -2983576 nChanged 16381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2992751.750000 Penalty: 3404.146729
	Iteration 1F: 3 clusters Score -2992752 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2993127.500000 Penalty: 3404.146729
	Iteration 2Q: 3 clusters Score -2993128 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2993479.250000 Penalty: 3404.146729
	Iteration 3Q: 3 clusters Score -2993479 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2993840.000000 Penalty: 3404.146729
	Iteration 4Q: 3 clusters Score -2993840 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2994250.500000 Penalty: 3404.146729
	Iteration 5Q: 3 clusters Score -2994250 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2994722.250000 Penalty: 3404.146729
	Iteration 6Q: 3 clusters Score -2994722 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2995275.250000 Penalty: 3404.146729
	Iteration 7Q: 3 clusters Score -2995275 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2995905.500000 Penalty: 3404.146729
	Iteration 8Q: 3 clusters Score -2995906 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2996717.000000 Penalty: 3404.146729
	Iteration 9Q: 3 clusters Score -2996717 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2997809.500000 Penalty: 3404.146729
	Iteration 10Q: 3 clusters Score -2997810 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2999020.750000 Penalty: 3404.146729
	Iteration 11F: 3 clusters Score -2999021 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2999918.500000 Penalty: 3404.146729
	Iteration 12Q: 3 clusters Score -2999918 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3000341.250000 Penalty: 3404.146729
	Iteration 13Q: 3 clusters Score -3000341 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3000517.000000 Penalty: 3404.146729
	Iteration 14Q: 3 clusters Score -3000517 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3000627.500000 Penalty: 3404.146729
	Iteration 15Q: 3 clusters Score -3000628 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -3000692.000000 Penalty: 3404.146729
	Iteration 16Q: 3 clusters Score -3000692 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3000774.750000 Penalty: 3404.146729
	Iteration 17Q: 3 clusters Score -3000775 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3000832.000000 Penalty: 3404.146729
	Iteration 18Q: 3 clusters Score -3000832 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3000897.500000 Penalty: 3404.146729
	Iteration 19Q: 3 clusters Score -3000898 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3000954.250000 Penalty: 3404.146729
	Iteration 20F: 3 clusters Score -3000954 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3001009.000000 Penalty: 3404.146729
	Iteration 21Q: 3 clusters Score -3001009 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3001077.250000 Penalty: 3404.146729
	Iteration 22Q: 3 clusters Score -3001077 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3001135.500000 Penalty: 3404.146729
	Iteration 23Q: 3 clusters Score -3001136 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3001193.500000 Penalty: 3404.146729
	Iteration 24Q: 3 clusters Score -3001194 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3001269.250000 Penalty: 3404.146729
	Iteration 25Q: 3 clusters Score -3001269 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3001341.000000 Penalty: 3404.146729
	Iteration 26Q: 3 clusters Score -3001341 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3001398.250000 Penalty: 3404.146729
	Iteration 27Q: 3 clusters Score -3001398 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3001462.000000 Penalty: 3404.146729
	Iteration 28Q: 3 clusters Score -3001462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3001522.500000 Penalty: 3404.146729
	Iteration 29Q: 3 clusters Score -3001522 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3001602.500000 Penalty: 3404.146729
	Iteration 30Q: 3 clusters Score -3001602 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3001669.250000 Penalty: 3404.146729
	Iteration 31Q: 3 clusters Score -3001669 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3001731.250000 Penalty: 3404.146729
	Iteration 32Q: 3 clusters Score -3001731 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3001826.000000 Penalty: 3404.146729
	Iteration 33Q: 3 clusters Score -3001826 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3001906.750000 Penalty: 3404.146729
	Iteration 34Q: 3 clusters Score -3001907 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3001970.000000 Penalty: 3404.146729
	Iteration 35Q: 3 clusters Score -3001970 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3002051.250000 Penalty: 3404.146729
	Iteration 36Q: 3 clusters Score -3002051 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -3002131.750000 Penalty: 3404.146729
	Iteration 37Q: 3 clusters Score -3002132 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3002202.500000 Penalty: 3404.146729
	Iteration 38Q: 3 clusters Score -3002202 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3002252.500000 Penalty: 3404.146729
	Iteration 39Q: 3 clusters Score -3002252 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3002322.750000 Penalty: 3404.146729
	Iteration 40F: 3 clusters Score -3002323 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3002375.250000 Penalty: 3404.146729
	Iteration 41Q: 3 clusters Score -3002375 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3002448.500000 Penalty: 3404.146729
	Iteration 42Q: 3 clusters Score -3002448 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3002513.750000 Penalty: 3404.146729
	Iteration 43Q: 3 clusters Score -3002514 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3002579.500000 Penalty: 3404.146729
	Iteration 44Q: 3 clusters Score -3002580 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3002642.500000 Penalty: 3404.146729
	Iteration 45Q: 3 clusters Score -3002642 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3002704.000000 Penalty: 3404.146729
	Iteration 46Q: 3 clusters Score -3002704 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3002759.750000 Penalty: 3404.146729
	Iteration 47Q: 3 clusters Score -3002760 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3002822.000000 Penalty: 3404.146729
	Iteration 48Q: 3 clusters Score -3002822 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3002879.000000 Penalty: 3404.146729
	Iteration 49Q: 3 clusters Score -3002879 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3002962.750000 Penalty: 3404.146729
	Iteration 50Q: 3 clusters Score -3002963 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3003013.750000 Penalty: 3404.146729
	Iteration 51Q: 3 clusters Score -3003014 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3003119.000000 Penalty: 3404.146729
	Iteration 52Q: 3 clusters Score -3003119 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3003215.250000 Penalty: 3404.146729
	Iteration 53Q: 3 clusters Score -3003215 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3003334.250000 Penalty: 3404.146729
	Iteration 54Q: 3 clusters Score -3003334 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3003455.750000 Penalty: 3404.146729
	Iteration 55Q: 3 clusters Score -3003456 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3003592.500000 Penalty: 3404.146729
	Iteration 56Q: 3 clusters Score -3003592 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3003717.000000 Penalty: 3404.146729
	Iteration 57Q: 3 clusters Score -3003717 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3003847.000000 Penalty: 3404.146729
	Iteration 58Q: 3 clusters Score -3003847 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -3003953.250000 Penalty: 3404.146729
	Iteration 59Q: 3 clusters Score -3003953 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3004092.500000 Penalty: 3404.146729
	Iteration 60F: 3 clusters Score -3004092 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3004258.500000 Penalty: 3404.146729
	Iteration 61Q: 3 clusters Score -3004258 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -3004415.750000 Penalty: 3404.146729
	Iteration 62Q: 3 clusters Score -3004416 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -3004571.250000 Penalty: 3404.146729
	Iteration 63Q: 3 clusters Score -3004571 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3004729.750000 Penalty: 3404.146729
	Iteration 64Q: 3 clusters Score -3004730 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3004890.750000 Penalty: 3404.146729
	Iteration 65Q: 3 clusters Score -3004891 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3005035.000000 Penalty: 3404.146729
	Iteration 66Q: 3 clusters Score -3005035 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -3005179.250000 Penalty: 3404.146729
	Iteration 67Q: 3 clusters Score -3005179 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -3005278.250000 Penalty: 3404.146729
	Iteration 68Q: 3 clusters Score -3005278 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -3005378.500000 Penalty: 3404.146729
	Iteration 69Q: 3 clusters Score -3005378 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -3005445.750000 Penalty: 3404.146729
	Iteration 70Q: 3 clusters Score -3005446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -3005509.750000 Penalty: 3404.146729
	Iteration 71Q: 3 clusters Score -3005510 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -3005556.750000 Penalty: 3404.146729
	Iteration 72Q: 3 clusters Score -3005557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -3005591.500000 Penalty: 3404.146729
	Iteration 73Q: 3 clusters Score -3005592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3005638.000000 Penalty: 3404.146729
	Iteration 74Q: 3 clusters Score -3005638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -3005676.250000 Penalty: 3404.146729
	Iteration 75Q: 3 clusters Score -3005676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -3005706.000000 Penalty: 3404.146729
	Iteration 76Q: 3 clusters Score -3005706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -3005738.500000 Penalty: 3404.146729
	Iteration 77Q: 3 clusters Score -3005738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -3005772.500000 Penalty: 3404.146729
	Iteration 78Q: 3 clusters Score -3005772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -3005796.750000 Penalty: 3404.146729
	Iteration 79Q: 3 clusters Score -3005797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -3005815.500000 Penalty: 3404.146729
	Iteration 80F: 3 clusters Score -3005816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -3005833.000000 Penalty: 3404.146729
	Iteration 81Q: 3 clusters Score -3005833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -3005844.500000 Penalty: 3404.146729
	Iteration 82Q: 3 clusters Score -3005844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -3005864.250000 Penalty: 3404.146729
	Iteration 83Q: 3 clusters Score -3005864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -3005877.250000 Penalty: 3404.146729
	Iteration 84Q: 3 clusters Score -3005877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -3005889.750000 Penalty: 3404.146729
	Iteration 85Q: 3 clusters Score -3005890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -3005891.500000 Penalty: 3404.146729
	Iteration 86Q: 3 clusters Score -3005892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3005900.500000 Penalty: 3404.146729
	Iteration 87Q: 3 clusters Score -3005900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -3005908.000000 Penalty: 3404.146729
	Iteration 88Q: 3 clusters Score -3005908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -3005908.000000 Penalty: 3404.146729
	Iteration 89Q: 3 clusters Score -3005908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -3005915.500000 Penalty: 3404.146729
	Iteration 90Q: 3 clusters Score -3005916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -3005921.750000 Penalty: 3404.146729
	Iteration 91Q: 3 clusters Score -3005922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -3005926.000000 Penalty: 3404.146729
	Iteration 92Q: 3 clusters Score -3005926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -3005924.500000 Penalty: 3404.146729
	Iteration 93Q: 3 clusters Score -3005924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -3005924.500000 Penalty: 3404.146729
	Iteration 94F: 3 clusters Score -3005924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -231766.593750 Penalty: 1274.434082
	Iteration 0F: 2 clusters Score -231766.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -229291.250000 Penalty: 2548.868164
	Iteration 0F: 3 clusters Score -229291.2 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -229840.046875 Penalty: 2548.868164
	Iteration 1F: 3 clusters Score -229840 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -229932.921875 Penalty: 2548.868164
	Iteration 2F: 3 clusters Score -229932.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -229990.140625 Penalty: 2548.868164
	Iteration 3Q: 3 clusters Score -229990.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -230030.906250 Penalty: 2548.868164
	Iteration 4Q: 3 clusters Score -230030.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -230067.109375 Penalty: 2548.868164
	Iteration 5Q: 3 clusters Score -230067.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -230089.343750 Penalty: 2548.868164
	Iteration 6Q: 3 clusters Score -230089.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -230107.046875 Penalty: 2548.868164
	Iteration 7Q: 3 clusters Score -230107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -230119.515625 Penalty: 2548.868164
	Iteration 8Q: 3 clusters Score -230119.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -230131.265625 Penalty: 2548.868164
	Iteration 9Q: 3 clusters Score -230131.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -230145.437500 Penalty: 2548.868164
	Iteration 10Q: 3 clusters Score -230145.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -230154.687500 Penalty: 2548.868164
	Iteration 11Q: 3 clusters Score -230154.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -230166.687500 Penalty: 2548.868164
	Iteration 12Q: 3 clusters Score -230166.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -230177.343750 Penalty: 2548.868164
	Iteration 13Q: 3 clusters Score -230177.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230187.406250 Penalty: 2548.868164
	Iteration 14Q: 3 clusters Score -230187.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -230198.546875 Penalty: 2548.868164
	Iteration 15Q: 3 clusters Score -230198.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -230210.843750 Penalty: 2548.868164
	Iteration 16Q: 3 clusters Score -230210.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -230226.578125 Penalty: 2548.868164
	Iteration 17Q: 3 clusters Score -230226.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230239.578125 Penalty: 2548.868164
	Iteration 18Q: 3 clusters Score -230239.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -230249.296875 Penalty: 2548.868164
	Iteration 19Q: 3 clusters Score -230249.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -230257.546875 Penalty: 2548.868164
	Iteration 20F: 3 clusters Score -230257.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -230270.906250 Penalty: 2548.868164
	Iteration 21Q: 3 clusters Score -230270.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -230282.500000 Penalty: 2548.868164
	Iteration 22Q: 3 clusters Score -230282.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -230297.437500 Penalty: 2548.868164
	Iteration 23Q: 3 clusters Score -230297.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -230310.484375 Penalty: 2548.868164
	Iteration 24Q: 3 clusters Score -230310.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -230323.828125 Penalty: 2548.868164
	Iteration 25Q: 3 clusters Score -230323.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -230334.218750 Penalty: 2548.868164
	Iteration 26Q: 3 clusters Score -230334.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -230343.093750 Penalty: 2548.868164
	Iteration 27Q: 3 clusters Score -230343.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -230353.390625 Penalty: 2548.868164
	Iteration 28Q: 3 clusters Score -230353.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -230360.343750 Penalty: 2548.868164
	Iteration 29Q: 3 clusters Score -230360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230364.718750 Penalty: 2548.868164
	Iteration 30Q: 3 clusters Score -230364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230368.265625 Penalty: 2548.868164
	Iteration 31Q: 3 clusters Score -230368.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -230374.421875 Penalty: 2548.868164
	Iteration 32Q: 3 clusters Score -230374.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -230384.593750 Penalty: 2548.868164
	Iteration 33Q: 3 clusters Score -230384.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -230397.218750 Penalty: 2548.868164
	Iteration 34Q: 3 clusters Score -230397.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -230412.796875 Penalty: 2548.868164
	Iteration 35Q: 3 clusters Score -230412.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230424.953125 Penalty: 2548.868164
	Iteration 36Q: 3 clusters Score -230425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -230434.218750 Penalty: 2548.868164
	Iteration 37Q: 3 clusters Score -230434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -230444.875000 Penalty: 2548.868164
	Iteration 38Q: 3 clusters Score -230444.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -230451.843750 Penalty: 2548.868164
	Iteration 39Q: 3 clusters Score -230451.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -230462.703125 Penalty: 2548.868164
	Iteration 40F: 3 clusters Score -230462.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -230470.281250 Penalty: 2548.868164
	Iteration 41Q: 3 clusters Score -230470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -230475.515625 Penalty: 2548.868164
	Iteration 42Q: 3 clusters Score -230475.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -230480.359375 Penalty: 2548.868164
	Iteration 43Q: 3 clusters Score -230480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -230485.703125 Penalty: 2548.868164
	Iteration 44Q: 3 clusters Score -230485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -230488.468750 Penalty: 2548.868164
	Iteration 45Q: 3 clusters Score -230488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -230492.046875 Penalty: 2548.868164
	Iteration 46Q: 3 clusters Score -230492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -230495.984375 Penalty: 2548.868164
	Iteration 47Q: 3 clusters Score -230496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -230498.265625 Penalty: 2548.868164
	Iteration 48Q: 3 clusters Score -230498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -230499.203125 Penalty: 2548.868164
	Iteration 49Q: 3 clusters Score -230499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -230501.171875 Penalty: 2548.868164
	Iteration 50Q: 3 clusters Score -230501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -230502.859375 Penalty: 2548.868164
	Iteration 51Q: 3 clusters Score -230502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -230504.453125 Penalty: 2548.868164
	Iteration 52Q: 3 clusters Score -230504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -230504.593750 Penalty: 2548.868164
	Iteration 53Q: 3 clusters Score -230504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -230504.593750 Penalty: 2548.868164
	Iteration 54F: 3 clusters Score -230504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (70082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Entering Unmasked Estep 
Score: -6101029.500000 Penalty: 1813.080933
	Iteration 0F: 2 clusters Score -6101030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -6054091.000000 Penalty: 3626.161865
	Iteration 0F: 3 clusters Score -6054091 nChanged 33336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -6073857.000000 Penalty: 3626.161865
	Iteration 1F: 3 clusters Score -6073857 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -6075293.500000 Penalty: 3626.161865
	Iteration 2Q: 3 clusters Score -6075294 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -6077933.500000 Penalty: 3626.161865
	Iteration 3F: 3 clusters Score -6077934 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -6081953.000000 Penalty: 3626.161865
	Iteration 4F: 3 clusters Score -6081953 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -6086085.500000 Penalty: 3626.161865
	Iteration 5F: 3 clusters Score -6086086 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -6089535.000000 Penalty: 3626.161865
	Iteration 6F: 3 clusters Score -6089535 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -6092361.500000 Penalty: 3626.161865
	Iteration 7F: 3 clusters Score -6092362 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -6094308.500000 Penalty: 3626.161865
	Iteration 8Q: 3 clusters Score -6094308 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -6095520.500000 Penalty: 3626.161865
	Iteration 9Q: 3 clusters Score -6095520 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -6096344.500000 Penalty: 3626.161865
	Iteration 10Q: 3 clusters Score -6096344 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -6097008.500000 Penalty: 3626.161865
	Iteration 11Q: 3 clusters Score -6097008 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -6097544.000000 Penalty: 3626.161865
	Iteration 12Q: 3 clusters Score -6097544 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -6098094.000000 Penalty: 3626.161865
	Iteration 13Q: 3 clusters Score -6098094 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -6098633.500000 Penalty: 3626.161865
	Iteration 14Q: 3 clusters Score -6098634 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -6099175.000000 Penalty: 3626.161865
	Iteration 15Q: 3 clusters Score -6099175 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -6099687.500000 Penalty: 3626.161865
	Iteration 16Q: 3 clusters Score -6099688 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6100200.500000 Penalty: 3626.161865
	Iteration 17Q: 3 clusters Score -6100200 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -6100539.500000 Penalty: 3626.161865
	Iteration 18Q: 3 clusters Score -6100540 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -6100889.000000 Penalty: 3626.161865
	Iteration 19Q: 3 clusters Score -6100889 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -6101155.000000 Penalty: 3626.161865
	Iteration 20F: 3 clusters Score -6101155 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -6101312.500000 Penalty: 3626.161865
	Iteration 21Q: 3 clusters Score -6101312 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -6101476.000000 Penalty: 3626.161865
	Iteration 22Q: 3 clusters Score -6101476 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -6101639.500000 Penalty: 3626.161865
	Iteration 23Q: 3 clusters Score -6101640 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -6101783.500000 Penalty: 3626.161865
	Iteration 24Q: 3 clusters Score -6101784 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -6101903.000000 Penalty: 3626.161865
	Iteration 25Q: 3 clusters Score -6101903 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -6102016.500000 Penalty: 3626.161865
	Iteration 26Q: 3 clusters Score -6102016 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -6102102.500000 Penalty: 3626.161865
	Iteration 27Q: 3 clusters Score -6102102 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -6102187.000000 Penalty: 3626.161865
	Iteration 28Q: 3 clusters Score -6102187 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -6102263.500000 Penalty: 3626.161865
	Iteration 29Q: 3 clusters Score -6102264 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -6102314.500000 Penalty: 3626.161865
	Iteration 30Q: 3 clusters Score -6102314 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -6102358.500000 Penalty: 3626.161865
	Iteration 31Q: 3 clusters Score -6102358 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -6102393.000000 Penalty: 3626.161865
	Iteration 32Q: 3 clusters Score -6102393 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -6102447.500000 Penalty: 3626.161865
	Iteration 33Q: 3 clusters Score -6102448 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -6102461.000000 Penalty: 3626.161865
	Iteration 34Q: 3 clusters Score -6102461 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -6102490.500000 Penalty: 3626.161865
	Iteration 35Q: 3 clusters Score -6102490 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -6102505.000000 Penalty: 3626.161865
	Iteration 36Q: 3 clusters Score -6102505 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -6102504.500000 Penalty: 3626.161865
	Iteration 37Q: 3 clusters Score -6102504 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -6102520.000000 Penalty: 3626.161865
	Iteration 38Q: 3 clusters Score -6102520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -6102576.500000 Penalty: 3626.161865
	Iteration 39Q: 3 clusters Score -6102576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -6102588.000000 Penalty: 3626.161865
	Iteration 40F: 3 clusters Score -6102588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -6102586.000000 Penalty: 3626.161865
	Iteration 41Q: 3 clusters Score -6102586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -6102580.500000 Penalty: 3626.161865
	Iteration 42Q: 3 clusters Score -6102580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -6102595.000000 Penalty: 3626.161865
	Iteration 43Q: 3 clusters Score -6102595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -6102594.000000 Penalty: 3626.161865
	Iteration 44Q: 3 clusters Score -6102594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -6102595.000000 Penalty: 3626.161865
	Iteration 45Q: 3 clusters Score -6102595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
Score: -6102605.500000 Penalty: 3626.161865
	Iteration 46Q: 3 clusters Score -6102606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -6102605.000000 Penalty: 3626.161865
	Iteration 47Q: 3 clusters Score -6102605 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 61850 members 
Entering Unmasked Estep 
Score: -6102604.000000 Penalty: 3626.161865
	Iteration 48Q: 3 clusters Score -6102604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -6102622.500000 Penalty: 3626.161865
	Iteration 49Q: 3 clusters Score -6102622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -6102615.000000 Penalty: 3626.161865
	Iteration 50Q: 3 clusters Score -6102615 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 62055 members 
Entering Unmasked Estep 
Score: -6102622.000000 Penalty: 3626.161865
	Iteration 51Q: 3 clusters Score -6102622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -6102634.000000 Penalty: 3626.161865
	Iteration 52Q: 3 clusters Score -6102634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -6102641.000000 Penalty: 3626.161865
	Iteration 53Q: 3 clusters Score -6102641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -6102651.500000 Penalty: 3626.161865
	Iteration 54Q: 3 clusters Score -6102652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -6102651.500000 Penalty: 3626.161865
	Iteration 55Q: 3 clusters Score -6102652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 62340 members 
Entering Unmasked Estep 
Score: -6102660.500000 Penalty: 3626.161865
	Iteration 56Q: 3 clusters Score -6102660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -6102679.000000 Penalty: 3626.161865
	Iteration 57Q: 3 clusters Score -6102679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -6102667.500000 Penalty: 3626.161865
	Iteration 58Q: 3 clusters Score -6102668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -6102672.000000 Penalty: 3626.161865
	Iteration 59Q: 3 clusters Score -6102672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -6102663.500000 Penalty: 3626.161865
	Iteration 60F: 3 clusters Score -6102664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -6102668.000000 Penalty: 3626.161865
	Iteration 61Q: 3 clusters Score -6102668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -6102684.000000 Penalty: 3626.161865
	Iteration 62Q: 3 clusters Score -6102684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -6102679.000000 Penalty: 3626.161865
	Iteration 63Q: 3 clusters Score -6102679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -6102672.000000 Penalty: 3626.161865
	Iteration 64Q: 3 clusters Score -6102672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -6102675.500000 Penalty: 3626.161865
	Iteration 65Q: 3 clusters Score -6102676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -6102677.500000 Penalty: 3626.161865
	Iteration 66Q: 3 clusters Score -6102678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -6102657.500000 Penalty: 3626.161865
	Iteration 67Q: 3 clusters Score -6102658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -6102657.500000 Penalty: 3626.161865
	Iteration 68Q: 3 clusters Score -6102658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -6102676.000000 Penalty: 3626.161865
	Iteration 69Q: 3 clusters Score -6102676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -6102677.000000 Penalty: 3626.161865
	Iteration 70Q: 3 clusters Score -6102677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
Score: -6102681.000000 Penalty: 3626.161865
	Iteration 71Q: 3 clusters Score -6102681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -6102678.500000 Penalty: 3626.161865
	Iteration 72Q: 3 clusters Score -6102678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -6102686.000000 Penalty: 3626.161865
	Iteration 73Q: 3 clusters Score -6102686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -6102681.000000 Penalty: 3626.161865
	Iteration 74Q: 3 clusters Score -6102681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -6102679.500000 Penalty: 3626.161865
	Iteration 75Q: 3 clusters Score -6102680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -6102680.500000 Penalty: 3626.161865
	Iteration 76Q: 3 clusters Score -6102680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -6102669.500000 Penalty: 3626.161865
	Iteration 77Q: 3 clusters Score -6102670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -6102673.500000 Penalty: 3626.161865
	Iteration 78Q: 3 clusters Score -6102674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -6102687.500000 Penalty: 3626.161865
	Iteration 79Q: 3 clusters Score -6102688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -6102690.500000 Penalty: 3626.161865
	Iteration 80F: 3 clusters Score -6102690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -6102683.000000 Penalty: 3626.161865
	Iteration 81Q: 3 clusters Score -6102683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -6102677.500000 Penalty: 3626.161865
	Iteration 82Q: 3 clusters Score -6102678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -6102681.500000 Penalty: 3626.161865
	Iteration 83Q: 3 clusters Score -6102682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -6102680.000000 Penalty: 3626.161865
	Iteration 84Q: 3 clusters Score -6102680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -6102684.000000 Penalty: 3626.161865
	Iteration 85Q: 3 clusters Score -6102684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -6102688.000000 Penalty: 3626.161865
	Iteration 86Q: 3 clusters Score -6102688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -6102684.500000 Penalty: 3626.161865
	Iteration 87Q: 3 clusters Score -6102684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -6102683.500000 Penalty: 3626.161865
	Iteration 88Q: 3 clusters Score -6102684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -6102683.500000 Penalty: 3626.161865
	Iteration 89F: 3 clusters Score -6102684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 63056 members 
Mstep: Class 3 contains 10499 members 
Mstep: Class 5 contains 44605 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 18798 members 
Mstep: Class 8 contains 14765 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 26996 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 14 contains 15393 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 18 contains 35394 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 3172 members 
Mstep: Class 23 contains 253813 members 
Entering Unmasked Estep 
Score: -45667140.000000 Penalty: 38525.945312
Splitting cluster 21 changes total score from -45664992.000000 to -45667140.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 22 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -278924.718750 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -278924.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -276109.875000 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -276109.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -276781.343750 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -276781.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -276909.687500 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -276909.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -276984.250000 Penalty: 2620.188232
	Iteration 3Q: 3 clusters Score -276984.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -277036.718750 Penalty: 2620.188232
	Iteration 4Q: 3 clusters Score -277036.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -277069.125000 Penalty: 2620.188232
	Iteration 5Q: 3 clusters Score -277069.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -277093.656250 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -277093.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -277114.281250 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -277114.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -277127.843750 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -277127.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -277141.812500 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -277141.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -277158.468750 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -277158.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -277175.875000 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -277175.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -277194.687500 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -277194.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -277210.531250 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -277210.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -277238.406250 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -277238.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -277263.187500 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -277263.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -277293.906250 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -277293.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -277333.281250 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -277333.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -277386.031250 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -277386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -277431.000000 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -277431 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -277471.750000 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -277471.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -277510.281250 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -277510.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -277551.125000 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -277551.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -277586.906250 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -277586.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -277630.812500 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -277630.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -277664.812500 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -277664.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -277692.125000 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -277692.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -277722.281250 Penalty: 2620.188232
	Iteration 27Q: 3 clusters Score -277722.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -277749.562500 Penalty: 2620.188232
	Iteration 28Q: 3 clusters Score -277749.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -277774.218750 Penalty: 2620.188232
	Iteration 29Q: 3 clusters Score -277774.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -277792.531250 Penalty: 2620.188232
	Iteration 30Q: 3 clusters Score -277792.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -277805.218750 Penalty: 2620.188232
	Iteration 31Q: 3 clusters Score -277805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -277821.031250 Penalty: 2620.188232
	Iteration 32Q: 3 clusters Score -277821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -277841.062500 Penalty: 2620.188232
	Iteration 33Q: 3 clusters Score -277841.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -277849.437500 Penalty: 2620.188232
	Iteration 34Q: 3 clusters Score -277849.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -277853.593750 Penalty: 2620.188232
	Iteration 35Q: 3 clusters Score -277853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -277856.937500 Penalty: 2620.188232
	Iteration 36Q: 3 clusters Score -277856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -277860.468750 Penalty: 2620.188232
	Iteration 37Q: 3 clusters Score -277860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -277864.593750 Penalty: 2620.188232
	Iteration 38Q: 3 clusters Score -277864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -277868.406250 Penalty: 2620.188232
	Iteration 39Q: 3 clusters Score -277868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -277871.687500 Penalty: 2620.188232
	Iteration 40F: 3 clusters Score -277871.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -277873.468750 Penalty: 2620.188232
	Iteration 41Q: 3 clusters Score -277873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -277875.656250 Penalty: 2620.188232
	Iteration 42Q: 3 clusters Score -277875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -277877.843750 Penalty: 2620.188232
	Iteration 43Q: 3 clusters Score -277877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -277878.718750 Penalty: 2620.188232
	Iteration 44Q: 3 clusters Score -277878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -277878.968750 Penalty: 2620.188232
	Iteration 45Q: 3 clusters Score -277879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -277878.968750 Penalty: 2620.188232
	Iteration 46F: 3 clusters Score -277879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (253813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253813 members 
Entering Unmasked Estep 
Score: -22787692.000000 Penalty: 2022.207397
	Iteration 0F: 2 clusters Score -2.278769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126698 members 
Mstep: Class 2 contains 127115 members 
Entering Unmasked Estep 
Score: -22625322.000000 Penalty: 4044.414795
	Iteration 0F: 3 clusters Score -2.262532e+07 nChanged 123446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120830 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
Score: -22699318.000000 Penalty: 4044.414795
	Iteration 1F: 3 clusters Score -2.269932e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117468 members 
Mstep: Class 2 contains 136345 members 
Entering Unmasked Estep 
Score: -22700856.000000 Penalty: 4044.414795
	Iteration 2Q: 3 clusters Score -2.270086e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112156 members 
Mstep: Class 2 contains 141657 members 
Entering Unmasked Estep 
Score: -22703158.000000 Penalty: 4044.414795
	Iteration 3Q: 3 clusters Score -2.270316e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 149824 members 
Entering Unmasked Estep 
Score: -22707288.000000 Penalty: 4044.414795
	Iteration 4Q: 3 clusters Score -2.270729e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91785 members 
Mstep: Class 2 contains 162028 members 
Entering Unmasked Estep 
Score: -22714184.000000 Penalty: 4044.414795
	Iteration 5F: 3 clusters Score -2.271418e+07 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 179107 members 
Entering Unmasked Estep 
Score: -22725570.000000 Penalty: 4044.414795
	Iteration 6F: 3 clusters Score -2.272557e+07 nChanged 21139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 199868 members 
Entering Unmasked Estep 
Score: -22742138.000000 Penalty: 4044.414795
	Iteration 7F: 3 clusters Score -2.274214e+07 nChanged 19825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 219515 members 
Entering Unmasked Estep 
Score: -22759142.000000 Penalty: 4044.414795
	Iteration 8F: 3 clusters Score -2.275914e+07 nChanged 13483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 232876 members 
Entering Unmasked Estep 
Score: -22771618.000000 Penalty: 4044.414795
	Iteration 9F: 3 clusters Score -2.277162e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 239862 members 
Entering Unmasked Estep 
Score: -22778402.000000 Penalty: 4044.414795
	Iteration 10Q: 3 clusters Score -2.27784e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 243281 members 
Entering Unmasked Estep 
Score: -22781938.000000 Penalty: 4044.414795
	Iteration 11Q: 3 clusters Score -2.278194e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 245136 members 
Entering Unmasked Estep 
Score: -22783394.000000 Penalty: 4044.414795
	Iteration 12Q: 3 clusters Score -2.278339e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 246388 members 
Entering Unmasked Estep 
Score: -22784306.000000 Penalty: 4044.414795
	Iteration 13Q: 3 clusters Score -2.278431e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 247307 members 
Entering Unmasked Estep 
Score: -22784752.000000 Penalty: 4044.414795
	Iteration 14Q: 3 clusters Score -2.278475e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 247983 members 
Entering Unmasked Estep 
Score: -22785114.000000 Penalty: 4044.414795
	Iteration 15Q: 3 clusters Score -2.278511e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 248536 members 
Entering Unmasked Estep 
Score: -22785358.000000 Penalty: 4044.414795
	Iteration 16Q: 3 clusters Score -2.278536e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 248979 members 
Entering Unmasked Estep 
Score: -22785498.000000 Penalty: 4044.414795
	Iteration 17Q: 3 clusters Score -2.27855e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 249322 members 
Entering Unmasked Estep 
Score: -22785728.000000 Penalty: 4044.414795
	Iteration 18Q: 3 clusters Score -2.278573e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 249591 members 
Entering Unmasked Estep 
Score: -22785872.000000 Penalty: 4044.414795
	Iteration 19Q: 3 clusters Score -2.278587e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 249797 members 
Entering Unmasked Estep 
Score: -22785968.000000 Penalty: 4044.414795
	Iteration 20F: 3 clusters Score -2.278597e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 250006 members 
Entering Unmasked Estep 
Score: -22786070.000000 Penalty: 4044.414795
	Iteration 21Q: 3 clusters Score -2.278607e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 250182 members 
Entering Unmasked Estep 
Score: -22786118.000000 Penalty: 4044.414795
	Iteration 22Q: 3 clusters Score -2.278612e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 250304 members 
Entering Unmasked Estep 
Score: -22786138.000000 Penalty: 4044.414795
	Iteration 23Q: 3 clusters Score -2.278614e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 250421 members 
Entering Unmasked Estep 
Score: -22786186.000000 Penalty: 4044.414795
	Iteration 24Q: 3 clusters Score -2.278619e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 250512 members 
Entering Unmasked Estep 
Score: -22786232.000000 Penalty: 4044.414795
	Iteration 25Q: 3 clusters Score -2.278623e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 250586 members 
Entering Unmasked Estep 
Score: -22786256.000000 Penalty: 4044.414795
	Iteration 26Q: 3 clusters Score -2.278626e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 250652 members 
Entering Unmasked Estep 
Score: -22786284.000000 Penalty: 4044.414795
	Iteration 27Q: 3 clusters Score -2.278628e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 250720 members 
Entering Unmasked Estep 
Score: -22786278.000000 Penalty: 4044.414795
	Iteration 28Q: 3 clusters Score -2.278628e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 250776 members 
Entering Unmasked Estep 
Score: -22786292.000000 Penalty: 4044.414795
	Iteration 29Q: 3 clusters Score -2.278629e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 250829 members 
Entering Unmasked Estep 
Score: -22786322.000000 Penalty: 4044.414795
	Iteration 30Q: 3 clusters Score -2.278632e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 250885 members 
Entering Unmasked Estep 
Score: -22786328.000000 Penalty: 4044.414795
	Iteration 31Q: 3 clusters Score -2.278633e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 250928 members 
Entering Unmasked Estep 
Score: -22786324.000000 Penalty: 4044.414795
	Iteration 32Q: 3 clusters Score -2.278632e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 250963 members 
Entering Unmasked Estep 
Score: -22786356.000000 Penalty: 4044.414795
	Iteration 33Q: 3 clusters Score -2.278636e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 250996 members 
Entering Unmasked Estep 
Score: -22786372.000000 Penalty: 4044.414795
	Iteration 34Q: 3 clusters Score -2.278637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 251022 members 
Entering Unmasked Estep 
Score: -22786366.000000 Penalty: 4044.414795
	Iteration 35Q: 3 clusters Score -2.278637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 251034 members 
Entering Unmasked Estep 
Score: -22786382.000000 Penalty: 4044.414795
	Iteration 36Q: 3 clusters Score -2.278638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 251045 members 
Entering Unmasked Estep 
Score: -22786378.000000 Penalty: 4044.414795
	Iteration 37Q: 3 clusters Score -2.278638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 251055 members 
Entering Unmasked Estep 
Score: -22786382.000000 Penalty: 4044.414795
	Iteration 38Q: 3 clusters Score -2.278638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 251067 members 
Entering Unmasked Estep 
Score: -22786368.000000 Penalty: 4044.414795
	Iteration 39Q: 3 clusters Score -2.278637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 251075 members 
Entering Unmasked Estep 
Score: -22786384.000000 Penalty: 4044.414795
	Iteration 40F: 3 clusters Score -2.278638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 251078 members 
Entering Unmasked Estep 
Score: -22786380.000000 Penalty: 4044.414795
	Iteration 41Q: 3 clusters Score -2.278638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 251083 members 
Entering Unmasked Estep 
Score: -22786384.000000 Penalty: 4044.414795
	Iteration 42Q: 3 clusters Score -2.278638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 251091 members 
Entering Unmasked Estep 
Score: -22786372.000000 Penalty: 4044.414795
	Iteration 43Q: 3 clusters Score -2.278637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 251102 members 
Entering Unmasked Estep 
Score: -22786384.000000 Penalty: 4044.414795
	Iteration 44Q: 3 clusters Score -2.278638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 251112 members 
Entering Unmasked Estep 
Score: -22786362.000000 Penalty: 4044.414795
	Iteration 45Q: 3 clusters Score -2.278636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 251122 members 
Entering Unmasked Estep 
Score: -22786364.000000 Penalty: 4044.414795
	Iteration 46Q: 3 clusters Score -2.278636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 251132 members 
Entering Unmasked Estep 
Score: -22786374.000000 Penalty: 4044.414795
	Iteration 47Q: 3 clusters Score -2.278637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 251146 members 
Entering Unmasked Estep 
Score: -22786368.000000 Penalty: 4044.414795
	Iteration 48Q: 3 clusters Score -2.278637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 251152 members 
Entering Unmasked Estep 
Score: -22786368.000000 Penalty: 4044.414795
	Iteration 49Q: 3 clusters Score -2.278637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 251160 members 
Entering Unmasked Estep 
Score: -22786356.000000 Penalty: 4044.414795
	Iteration 50Q: 3 clusters Score -2.278636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 251169 members 
Entering Unmasked Estep 
Score: -22786366.000000 Penalty: 4044.414795
	Iteration 51Q: 3 clusters Score -2.278637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 251174 members 
Entering Unmasked Estep 
Score: -22786360.000000 Penalty: 4044.414795
	Iteration 52Q: 3 clusters Score -2.278636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 251180 members 
Entering Unmasked Estep 
Score: -22786354.000000 Penalty: 4044.414795
	Iteration 53Q: 3 clusters Score -2.278635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 251183 members 
Entering Unmasked Estep 
Score: -22786366.000000 Penalty: 4044.414795
	Iteration 54Q: 3 clusters Score -2.278637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 251189 members 
Entering Unmasked Estep 
Score: -22786348.000000 Penalty: 4044.414795
	Iteration 55Q: 3 clusters Score -2.278635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 251193 members 
Entering Unmasked Estep 
Score: -22786352.000000 Penalty: 4044.414795
	Iteration 56Q: 3 clusters Score -2.278635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 251197 members 
Entering Unmasked Estep 
Score: -22786352.000000 Penalty: 4044.414795
	Iteration 57Q: 3 clusters Score -2.278635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 251200 members 
Entering Unmasked Estep 
Score: -22786354.000000 Penalty: 4044.414795
	Iteration 58Q: 3 clusters Score -2.278635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 251202 members 
Entering Unmasked Estep 
Score: -22786348.000000 Penalty: 4044.414795
	Iteration 59Q: 3 clusters Score -2.278635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 251203 members 
Entering Unmasked Estep 
Score: -22786344.000000 Penalty: 4044.414795
	Iteration 60F: 3 clusters Score -2.278634e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 3 contains 10499 members 
Mstep: Class 5 contains 44605 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 18798 members 
Mstep: Class 8 contains 14765 members 
Mstep: Class 9 contains 2931 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 26996 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 14 contains 15393 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 18 contains 35394 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 3172 members 
Mstep: Class 23 contains 253813 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 19 clusters Score -4.566846e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 64526 members 
Mstep: Class 3 contains 10365 members 
Mstep: Class 5 contains 44533 members 
Mstep: Class 6 contains 1934 members 
Mstep: Class 7 contains 18854 members 
Mstep: Class 8 contains 14342 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 26388 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 14 contains 15128 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 18 contains 34530 members 
Mstep: Class 19 contains 2555 members 
Mstep: Class 21 contains 7075 members 
Mstep: Class 22 contains 3175 members 
Mstep: Class 23 contains 255012 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 19 clusters Score -4.567046e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 65777 members 
Mstep: Class 3 contains 10292 members 
Mstep: Class 5 contains 44558 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 18895 members 
Mstep: Class 8 contains 13958 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 8696 members 
Mstep: Class 11 contains 25809 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 14 contains 14874 members 
Mstep: Class 16 contains 4009 members 
Mstep: Class 18 contains 33732 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 21 contains 7143 members 
Mstep: Class 22 contains 3183 members 
Mstep: Class 23 contains 256085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 19 clusters Score -4.567178e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 66821 members 
Mstep: Class 3 contains 10257 members 
Mstep: Class 5 contains 44626 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 18931 members 
Mstep: Class 8 contains 13493 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 8259 members 
Mstep: Class 11 contains 25245 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 14 contains 14661 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 18 contains 33041 members 
Mstep: Class 19 contains 2565 members 
Mstep: Class 21 contains 7289 members 
Mstep: Class 22 contains 3185 members 
Mstep: Class 23 contains 257154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 19 clusters Score -4.567292e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 67769 members 
Mstep: Class 3 contains 10227 members 
Mstep: Class 5 contains 44696 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 18921 members 
Mstep: Class 8 contains 13133 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 7779 members 
Mstep: Class 11 contains 24695 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 14 contains 14451 members 
Mstep: Class 16 contains 4180 members 
Mstep: Class 18 contains 32418 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 21 contains 7533 members 
Mstep: Class 22 contains 3181 members 
Mstep: Class 23 contains 258156 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 19 clusters Score -4.567428e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 68626 members 
Mstep: Class 3 contains 10212 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 18891 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 2831 members 
Mstep: Class 10 contains 7321 members 
Mstep: Class 11 contains 24099 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 14 contains 14284 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 18 contains 31835 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 21 contains 7821 members 
Mstep: Class 22 contains 3182 members 
Mstep: Class 23 contains 259193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 19 clusters Score -4.56755e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 69441 members 
Mstep: Class 3 contains 10173 members 
Mstep: Class 5 contains 44821 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 18843 members 
Mstep: Class 8 contains 12457 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 6902 members 
Mstep: Class 11 contains 23508 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 21 contains 8103 members 
Mstep: Class 22 contains 3178 members 
Mstep: Class 23 contains 260194 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 19 clusters Score -4.567677e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 70136 members 
Mstep: Class 3 contains 10145 members 
Mstep: Class 5 contains 44826 members 
Mstep: Class 6 contains 1912 members 
Mstep: Class 7 contains 18799 members 
Mstep: Class 8 contains 12269 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 22926 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 14 contains 14039 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 18 contains 30669 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 21 contains 8399 members 
Mstep: Class 22 contains 3174 members 
Mstep: Class 23 contains 261151 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 19 clusters Score -4.567834e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 70753 members 
Mstep: Class 3 contains 10112 members 
Mstep: Class 5 contains 44869 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 8 contains 12142 members 
Mstep: Class 9 contains 2744 members 
Mstep: Class 10 contains 6139 members 
Mstep: Class 11 contains 22338 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 14 contains 13963 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 18 contains 30151 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 21 contains 8691 members 
Mstep: Class 22 contains 3171 members 
Mstep: Class 23 contains 262002 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 19 clusters Score -4.567971e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 71170 members 
Mstep: Class 3 contains 10071 members 
Mstep: Class 5 contains 44918 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 18743 members 
Mstep: Class 8 contains 12108 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 5823 members 
Mstep: Class 11 contains 21777 members 
Mstep: Class 12 contains 1672 members 
Mstep: Class 14 contains 13890 members 
Mstep: Class 16 contains 4322 members 
Mstep: Class 18 contains 29696 members 
Mstep: Class 19 contains 2684 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 3170 members 
Mstep: Class 23 contains 262759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 19 clusters Score -4.568076e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 71492 members 
Mstep: Class 3 contains 10017 members 
Mstep: Class 5 contains 44951 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 12170 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 21208 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 14 contains 13811 members 
Mstep: Class 16 contains 4332 members 
Mstep: Class 18 contains 29307 members 
Mstep: Class 19 contains 2721 members 
Mstep: Class 21 contains 9255 members 
Mstep: Class 22 contains 3165 members 
Mstep: Class 23 contains 263482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45681924.000000 Penalty: 38525.945312
Iteration 49Q: 19 clusters Score -4.568192e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 71685 members 
Mstep: Class 3 contains 9976 members 
Mstep: Class 5 contains 44983 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 12290 members 
Mstep: Class 9 contains 2635 members 
Mstep: Class 10 contains 5287 members 
Mstep: Class 11 contains 20628 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 14 contains 13751 members 
Mstep: Class 16 contains 4347 members 
Mstep: Class 18 contains 28961 members 
Mstep: Class 19 contains 2763 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 3165 members 
Mstep: Class 23 contains 264164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682768.000000 Penalty: 38525.945312
Iteration 50Q: 19 clusters Score -4.568277e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 71776 members 
Mstep: Class 3 contains 9929 members 
Mstep: Class 5 contains 45088 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 12417 members 
Mstep: Class 9 contains 2602 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 20041 members 
Mstep: Class 12 contains 1611 members 
Mstep: Class 14 contains 13702 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 18 contains 28647 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 264784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683448.000000 Penalty: 38525.945312
Iteration 51Q: 19 clusters Score -4.568345e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 71836 members 
Mstep: Class 3 contains 9861 members 
Mstep: Class 5 contains 45304 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 12481 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 19428 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 14 contains 13662 members 
Mstep: Class 16 contains 4365 members 
Mstep: Class 18 contains 28328 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 10043 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 265377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684252.000000 Penalty: 38525.945312
Iteration 52Q: 19 clusters Score -4.568425e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 71859 members 
Mstep: Class 3 contains 9812 members 
Mstep: Class 5 contains 45635 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 18812 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 14 contains 13621 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 18 contains 28050 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 21 contains 10273 members 
Mstep: Class 22 contains 3160 members 
Mstep: Class 23 contains 265896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684616.000000 Penalty: 38525.945312
Iteration 53Q: 19 clusters Score -4.568462e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 71762 members 
Mstep: Class 3 contains 9764 members 
Mstep: Class 5 contains 46086 members 
Mstep: Class 6 contains 1902 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 8 contains 12525 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 4616 members 
Mstep: Class 11 contains 18210 members 
Mstep: Class 12 contains 1585 members 
Mstep: Class 14 contains 13600 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 18 contains 27803 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 21 contains 10519 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 266356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685500.000000 Penalty: 38525.945312
Iteration 54Q: 19 clusters Score -4.56855e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 71671 members 
Mstep: Class 3 contains 9718 members 
Mstep: Class 5 contains 46581 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 12544 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 4478 members 
Mstep: Class 11 contains 17579 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 14 contains 13582 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 18 contains 27580 members 
Mstep: Class 19 contains 3034 members 
Mstep: Class 21 contains 10764 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 266758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686000.000000 Penalty: 38525.945312
Iteration 55Q: 19 clusters Score -4.5686e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 71590 members 
Mstep: Class 3 contains 9680 members 
Mstep: Class 5 contains 47126 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 8 contains 12595 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 4331 members 
Mstep: Class 11 contains 16964 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 14 contains 13560 members 
Mstep: Class 16 contains 4347 members 
Mstep: Class 18 contains 27328 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 21 contains 10997 members 
Mstep: Class 22 contains 3158 members 
Mstep: Class 23 contains 267110 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -4.568664e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 71438 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 5 contains 47688 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 18669 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 2419 members 
Mstep: Class 10 contains 4216 members 
Mstep: Class 11 contains 16339 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 14 contains 13529 members 
Mstep: Class 16 contains 4357 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 3120 members 
Mstep: Class 21 contains 11225 members 
Mstep: Class 22 contains 3160 members 
Mstep: Class 23 contains 267467 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -4.568686e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 71251 members 
Mstep: Class 3 contains 9606 members 
Mstep: Class 5 contains 48334 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 18634 members 
Mstep: Class 8 contains 12635 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 15731 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 14 contains 13506 members 
Mstep: Class 16 contains 4358 members 
Mstep: Class 18 contains 26953 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 21 contains 11436 members 
Mstep: Class 22 contains 3161 members 
Mstep: Class 23 contains 267774 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -4.568742e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 71046 members 
Mstep: Class 3 contains 9575 members 
Mstep: Class 5 contains 48984 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 18630 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 15125 members 
Mstep: Class 12 contains 1564 members 
Mstep: Class 14 contains 13491 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 18 contains 26804 members 
Mstep: Class 19 contains 3177 members 
Mstep: Class 21 contains 11638 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 268020 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -4.568793e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 70810 members 
Mstep: Class 3 contains 9552 members 
Mstep: Class 5 contains 49614 members 
Mstep: Class 6 contains 1898 members 
Mstep: Class 7 contains 18622 members 
Mstep: Class 8 contains 12612 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 14581 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 14 contains 13487 members 
Mstep: Class 16 contains 4345 members 
Mstep: Class 18 contains 26654 members 
Mstep: Class 19 contains 3190 members 
Mstep: Class 21 contains 11851 members 
Mstep: Class 22 contains 3156 members 
Mstep: Class 23 contains 268251 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -4.568837e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 70583 members 
Mstep: Class 3 contains 9532 members 
Mstep: Class 5 contains 50306 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 18615 members 
Mstep: Class 8 contains 12726 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 3913 members 
Mstep: Class 11 contains 14042 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 16 contains 4333 members 
Mstep: Class 18 contains 26419 members 
Mstep: Class 19 contains 3194 members 
Mstep: Class 21 contains 12011 members 
Mstep: Class 22 contains 3149 members 
Mstep: Class 23 contains 268425 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -4.568879e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 70381 members 
Mstep: Class 3 contains 9520 members 
Mstep: Class 5 contains 51083 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 18612 members 
Mstep: Class 8 contains 12782 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 3849 members 
Mstep: Class 11 contains 13468 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 14 contains 13487 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 18 contains 26211 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 21 contains 12146 members 
Mstep: Class 22 contains 3144 members 
Mstep: Class 23 contains 268584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45688992.000000 Penalty: 38525.945312
Iteration 62Q: 19 clusters Score -4.568899e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 70198 members 
Mstep: Class 3 contains 9487 members 
Mstep: Class 5 contains 51877 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 18612 members 
Mstep: Class 8 contains 12784 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 3789 members 
Mstep: Class 11 contains 12899 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 16 contains 4307 members 
Mstep: Class 18 contains 26005 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 21 contains 12269 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 268758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689476.000000 Penalty: 38525.945312
Iteration 63Q: 19 clusters Score -4.568948e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 70029 members 
Mstep: Class 3 contains 9450 members 
Mstep: Class 5 contains 52644 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 18606 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 11 contains 12354 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 16 contains 4297 members 
Mstep: Class 18 contains 25853 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 21 contains 12376 members 
Mstep: Class 22 contains 3140 members 
Mstep: Class 23 contains 268882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45689776.000000 Penalty: 38525.945312
Iteration 64Q: 19 clusters Score -4.568978e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 69796 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 5 contains 53487 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 18600 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 11 contains 11810 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 268920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690128.000000 Penalty: 38525.945312
Iteration 65Q: 19 clusters Score -4.569013e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 69562 members 
Mstep: Class 3 contains 9434 members 
Mstep: Class 5 contains 54338 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 18597 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 10 contains 3651 members 
Mstep: Class 11 contains 11290 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 16 contains 4279 members 
Mstep: Class 18 contains 25604 members 
Mstep: Class 19 contains 3145 members 
Mstep: Class 21 contains 12596 members 
Mstep: Class 22 contains 3139 members 
Mstep: Class 23 contains 268961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690348.000000 Penalty: 38525.945312
Iteration 66Q: 19 clusters Score -4.569035e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 69337 members 
Mstep: Class 3 contains 9419 members 
Mstep: Class 5 contains 55167 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 18592 members 
Mstep: Class 8 contains 12734 members 
Mstep: Class 9 contains 2250 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 10776 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 16 contains 4271 members 
Mstep: Class 18 contains 25490 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 269006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45690628.000000 Penalty: 38525.945312
Iteration 67Q: 19 clusters Score -4.569063e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 69117 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 5 contains 56006 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 18581 members 
Mstep: Class 8 contains 12722 members 
Mstep: Class 9 contains 2243 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 10264 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 14 contains 13487 members 
Mstep: Class 16 contains 4267 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3118 members 
Mstep: Class 21 contains 12767 members 
Mstep: Class 22 contains 3135 members 
Mstep: Class 23 contains 269043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691012.000000 Penalty: 38525.945312
Iteration 68Q: 19 clusters Score -4.569101e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 68901 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 5 contains 56805 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 18560 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 9816 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 16 contains 4261 members 
Mstep: Class 18 contains 25272 members 
Mstep: Class 19 contains 3102 members 
Mstep: Class 21 contains 12846 members 
Mstep: Class 22 contains 3130 members 
Mstep: Class 23 contains 269065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691112.000000 Penalty: 38525.945312
Iteration 69Q: 19 clusters Score -4.569111e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 68727 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 5 contains 57523 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 18547 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 1550 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 18 contains 25184 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 21 contains 12920 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 269044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691140.000000 Penalty: 38525.945312
Iteration 70Q: 19 clusters Score -4.569114e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 68607 members 
Mstep: Class 3 contains 9370 members 
Mstep: Class 5 contains 58146 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 8 contains 12692 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 9083 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 16 contains 4237 members 
Mstep: Class 18 contains 25108 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 21 contains 12967 members 
Mstep: Class 22 contains 3124 members 
Mstep: Class 23 contains 269003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691164.000000 Penalty: 38525.945312
Iteration 71Q: 19 clusters Score -4.569116e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 68516 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 5 contains 58744 members 
Mstep: Class 6 contains 1890 members 
Mstep: Class 7 contains 18515 members 
Mstep: Class 8 contains 12688 members 
Mstep: Class 9 contains 2236 members 
Mstep: Class 10 contains 3427 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 18 contains 25035 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 21 contains 13001 members 
Mstep: Class 22 contains 3123 members 
Mstep: Class 23 contains 268955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691288.000000 Penalty: 38525.945312
Iteration 72Q: 19 clusters Score -4.569129e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 68431 members 
Mstep: Class 3 contains 9363 members 
Mstep: Class 5 contains 59296 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18499 members 
Mstep: Class 8 contains 12688 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 11 contains 8449 members 
Mstep: Class 12 contains 1541 members 
Mstep: Class 14 contains 13462 members 
Mstep: Class 16 contains 4210 members 
Mstep: Class 18 contains 24984 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 21 contains 13038 members 
Mstep: Class 22 contains 3116 members 
Mstep: Class 23 contains 268907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691320.000000 Penalty: 38525.945312
Iteration 73Q: 19 clusters Score -4.569132e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 68368 members 
Mstep: Class 3 contains 9363 members 
Mstep: Class 5 contains 59780 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18477 members 
Mstep: Class 8 contains 12683 members 
Mstep: Class 9 contains 2229 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 14 contains 13455 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 18 contains 24938 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 21 contains 13082 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 268884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691600.000000 Penalty: 38525.945312
Iteration 74Q: 19 clusters Score -4.56916e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 68329 members 
Mstep: Class 3 contains 9360 members 
Mstep: Class 5 contains 60249 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18463 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 7880 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 14 contains 13453 members 
Mstep: Class 16 contains 4190 members 
Mstep: Class 18 contains 24886 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 3107 members 
Mstep: Class 23 contains 268856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691728.000000 Penalty: 38525.945312
Iteration 75Q: 19 clusters Score -4.569173e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 68295 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 5 contains 60695 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18445 members 
Mstep: Class 8 contains 12655 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 11 contains 7630 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 14 contains 13446 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 18 contains 24836 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 21 contains 13137 members 
Mstep: Class 22 contains 3106 members 
Mstep: Class 23 contains 268813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691656.000000 Penalty: 38525.945312
Iteration 76Q: 19 clusters Score -4.569166e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 68247 members 
Mstep: Class 3 contains 9347 members 
Mstep: Class 5 contains 61095 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18439 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 14 contains 13442 members 
Mstep: Class 16 contains 4176 members 
Mstep: Class 18 contains 24793 members 
Mstep: Class 19 contains 3019 members 
Mstep: Class 21 contains 13174 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 268740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691664.000000 Penalty: 38525.945312
Iteration 77Q: 19 clusters Score -4.569166e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 68216 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 5 contains 61432 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18427 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 14 contains 13435 members 
Mstep: Class 16 contains 4172 members 
Mstep: Class 18 contains 24756 members 
Mstep: Class 19 contains 3012 members 
Mstep: Class 21 contains 13198 members 
Mstep: Class 22 contains 3099 members 
Mstep: Class 23 contains 268688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691668.000000 Penalty: 38525.945312
Iteration 78Q: 19 clusters Score -4.569167e+07 nChanged 569
Entering ConstructFrom: 
Score: -45691668.000000 Penalty: 38525.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Entering Unmasked Estep 
Score: -750656.687500 Penalty: 1468.328491
	Iteration 0F: 2 clusters Score -750656.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -744582.000000 Penalty: 2936.656982
	Iteration 0F: 3 clusters Score -744582 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -746472.500000 Penalty: 2936.656982
	Iteration 1F: 3 clusters Score -746472.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -746704.562500 Penalty: 2936.656982
	Iteration 2F: 3 clusters Score -746704.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -746865.125000 Penalty: 2936.656982
	Iteration 3Q: 3 clusters Score -746865.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -747010.250000 Penalty: 2936.656982
	Iteration 4Q: 3 clusters Score -747010.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -747144.000000 Penalty: 2936.656982
	Iteration 5Q: 3 clusters Score -747144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -747283.125000 Penalty: 2936.656982
	Iteration 6Q: 3 clusters Score -747283.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -747420.375000 Penalty: 2936.656982
	Iteration 7Q: 3 clusters Score -747420.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -747585.625000 Penalty: 2936.656982
	Iteration 8Q: 3 clusters Score -747585.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -747787.437500 Penalty: 2936.656982
	Iteration 9Q: 3 clusters Score -747787.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -748028.187500 Penalty: 2936.656982
	Iteration 10Q: 3 clusters Score -748028.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -748251.062500 Penalty: 2936.656982
	Iteration 11Q: 3 clusters Score -748251.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -748417.437500 Penalty: 2936.656982
	Iteration 12Q: 3 clusters Score -748417.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -748532.375000 Penalty: 2936.656982
	Iteration 13Q: 3 clusters Score -748532.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -748624.687500 Penalty: 2936.656982
	Iteration 14Q: 3 clusters Score -748624.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -748691.937500 Penalty: 2936.656982
	Iteration 15Q: 3 clusters Score -748691.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -748740.312500 Penalty: 2936.656982
	Iteration 16Q: 3 clusters Score -748740.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -748771.687500 Penalty: 2936.656982
	Iteration 17Q: 3 clusters Score -748771.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -748793.750000 Penalty: 2936.656982
	Iteration 18Q: 3 clusters Score -748793.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -748809.687500 Penalty: 2936.656982
	Iteration 19Q: 3 clusters Score -748809.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -748821.062500 Penalty: 2936.656982
	Iteration 20F: 3 clusters Score -748821.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -748829.437500 Penalty: 2936.656982
	Iteration 21Q: 3 clusters Score -748829.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -748833.437500 Penalty: 2936.656982
	Iteration 22Q: 3 clusters Score -748833.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -748835.875000 Penalty: 2936.656982
	Iteration 23Q: 3 clusters Score -748835.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -748841.000000 Penalty: 2936.656982
	Iteration 24Q: 3 clusters Score -748841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -748843.437500 Penalty: 2936.656982
	Iteration 25Q: 3 clusters Score -748843.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -748845.437500 Penalty: 2936.656982
	Iteration 26Q: 3 clusters Score -748845.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -748847.687500 Penalty: 2936.656982
	Iteration 27Q: 3 clusters Score -748847.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -748852.125000 Penalty: 2936.656982
	Iteration 28Q: 3 clusters Score -748852.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -748853.062500 Penalty: 2936.656982
	Iteration 29Q: 3 clusters Score -748853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -748854.187500 Penalty: 2936.656982
	Iteration 30Q: 3 clusters Score -748854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -748852.125000 Penalty: 2936.656982
	Iteration 31Q: 3 clusters Score -748852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -748852.125000 Penalty: 2936.656982
	Iteration 32Q: 3 clusters Score -748852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -748853.062500 Penalty: 2936.656982
	Iteration 33Q: 3 clusters Score -748853.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -748853.937500 Penalty: 2936.656982
	Iteration 34Q: 3 clusters Score -748853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -748853.500000 Penalty: 2936.656982
	Iteration 35Q: 3 clusters Score -748853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -748854.187500 Penalty: 2936.656982
	Iteration 36Q: 3 clusters Score -748854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -748855.062500 Penalty: 2936.656982
	Iteration 37Q: 3 clusters Score -748855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -748855.625000 Penalty: 2936.656982
	Iteration 38Q: 3 clusters Score -748855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -748854.875000 Penalty: 2936.656982
	Iteration 39Q: 3 clusters Score -748854.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -748855.750000 Penalty: 2936.656982
	Iteration 40F: 3 clusters Score -748855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Entering Unmasked Estep 
Score: -5954438.500000 Penalty: 1808.612183
	Iteration 0F: 2 clusters Score -5954438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5908962.500000 Penalty: 3617.224365
	Iteration 0F: 3 clusters Score -5908962 nChanged 32309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5927598.000000 Penalty: 3617.224365
	Iteration 1F: 3 clusters Score -5927598 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5928400.500000 Penalty: 3617.224365
	Iteration 2Q: 3 clusters Score -5928400 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5929541.500000 Penalty: 3617.224365
	Iteration 3Q: 3 clusters Score -5929542 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5931238.500000 Penalty: 3617.224365
	Iteration 4F: 3 clusters Score -5931238 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -5934085.000000 Penalty: 3617.224365
	Iteration 5F: 3 clusters Score -5934085 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -5938238.000000 Penalty: 3617.224365
	Iteration 6F: 3 clusters Score -5938238 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -5943372.500000 Penalty: 3617.224365
	Iteration 7F: 3 clusters Score -5943372 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -5947891.500000 Penalty: 3617.224365
	Iteration 8F: 3 clusters Score -5947892 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -5950677.500000 Penalty: 3617.224365
	Iteration 9Q: 3 clusters Score -5950678 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 67029 members 
Entering Unmasked Estep 
Score: -5951991.500000 Penalty: 3617.224365
	Iteration 10Q: 3 clusters Score -5951992 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -5952522.000000 Penalty: 3617.224365
	Iteration 11Q: 3 clusters Score -5952522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -5952750.000000 Penalty: 3617.224365
	Iteration 12Q: 3 clusters Score -5952750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 67868 members 
Entering Unmasked Estep 
Score: -5952828.000000 Penalty: 3617.224365
	Iteration 13Q: 3 clusters Score -5952828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -5952868.000000 Penalty: 3617.224365
	Iteration 14Q: 3 clusters Score -5952868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -5952892.000000 Penalty: 3617.224365
	Iteration 15Q: 3 clusters Score -5952892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -5952906.000000 Penalty: 3617.224365
	Iteration 16Q: 3 clusters Score -5952906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -5952918.000000 Penalty: 3617.224365
	Iteration 17Q: 3 clusters Score -5952918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -5952927.000000 Penalty: 3617.224365
	Iteration 18Q: 3 clusters Score -5952927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -5952933.000000 Penalty: 3617.224365
	Iteration 19Q: 3 clusters Score -5952933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67914 members 
Entering Unmasked Estep 
Score: -5952936.500000 Penalty: 3617.224365
	Iteration 20F: 3 clusters Score -5952936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -5952935.500000 Penalty: 3617.224365
	Iteration 21Q: 3 clusters Score -5952936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -5952945.500000 Penalty: 3617.224365
	Iteration 22Q: 3 clusters Score -5952946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -5952951.500000 Penalty: 3617.224365
	Iteration 23Q: 3 clusters Score -5952952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -5952954.500000 Penalty: 3617.224365
	Iteration 24Q: 3 clusters Score -5952954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -5952957.000000 Penalty: 3617.224365
	Iteration 25Q: 3 clusters Score -5952957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -5952959.000000 Penalty: 3617.224365
	Iteration 26Q: 3 clusters Score -5952959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -5952959.000000 Penalty: 3617.224365
	Iteration 27Q: 3 clusters Score -5952959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -5952959.000000 Penalty: 3617.224365
	Iteration 28Q: 3 clusters Score -5952959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -5952960.500000 Penalty: 3617.224365
	Iteration 29Q: 3 clusters Score -5952960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -5952964.500000 Penalty: 3617.224365
	Iteration 30Q: 3 clusters Score -5952964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -5952969.000000 Penalty: 3617.224365
	Iteration 31Q: 3 clusters Score -5952969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -5952970.500000 Penalty: 3617.224365
	Iteration 32Q: 3 clusters Score -5952970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -5952973.500000 Penalty: 3617.224365
	Iteration 33Q: 3 clusters Score -5952974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -5952973.500000 Penalty: 3617.224365
	Iteration 34F: 3 clusters Score -5952974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -841932.062500 Penalty: 1485.671997
	Iteration 0F: 2 clusters Score -841932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -835267.500000 Penalty: 2971.343994
	Iteration 0F: 3 clusters Score -835267.5 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -837331.187500 Penalty: 2971.343994
	Iteration 1F: 3 clusters Score -837331.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -837515.687500 Penalty: 2971.343994
	Iteration 2Q: 3 clusters Score -837515.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -837680.187500 Penalty: 2971.343994
	Iteration 3Q: 3 clusters Score -837680.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -837818.125000 Penalty: 2971.343994
	Iteration 4Q: 3 clusters Score -837818.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -837951.875000 Penalty: 2971.343994
	Iteration 5Q: 3 clusters Score -837951.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -838087.625000 Penalty: 2971.343994
	Iteration 6Q: 3 clusters Score -838087.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -838231.062500 Penalty: 2971.343994
	Iteration 7Q: 3 clusters Score -838231.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -838412.125000 Penalty: 2971.343994
	Iteration 8Q: 3 clusters Score -838412.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -838629.187500 Penalty: 2971.343994
	Iteration 9Q: 3 clusters Score -838629.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -838872.000000 Penalty: 2971.343994
	Iteration 10Q: 3 clusters Score -838872 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -839168.875000 Penalty: 2971.343994
	Iteration 11Q: 3 clusters Score -839168.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -839512.937500 Penalty: 2971.343994
	Iteration 12Q: 3 clusters Score -839512.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -839774.375000 Penalty: 2971.343994
	Iteration 13Q: 3 clusters Score -839774.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -839968.187500 Penalty: 2971.343994
	Iteration 14Q: 3 clusters Score -839968.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -840075.187500 Penalty: 2971.343994
	Iteration 15Q: 3 clusters Score -840075.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -840150.500000 Penalty: 2971.343994
	Iteration 16Q: 3 clusters Score -840150.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -840187.687500 Penalty: 2971.343994
	Iteration 17Q: 3 clusters Score -840187.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -840217.875000 Penalty: 2971.343994
	Iteration 18Q: 3 clusters Score -840217.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -840250.000000 Penalty: 2971.343994
	Iteration 19Q: 3 clusters Score -840250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -840266.750000 Penalty: 2971.343994
	Iteration 20F: 3 clusters Score -840266.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -840281.687500 Penalty: 2971.343994
	Iteration 21Q: 3 clusters Score -840281.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -840292.187500 Penalty: 2971.343994
	Iteration 22Q: 3 clusters Score -840292.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -840308.437500 Penalty: 2971.343994
	Iteration 23Q: 3 clusters Score -840308.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -840325.812500 Penalty: 2971.343994
	Iteration 24Q: 3 clusters Score -840325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -840335.062500 Penalty: 2971.343994
	Iteration 25Q: 3 clusters Score -840335.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -840353.062500 Penalty: 2971.343994
	Iteration 26Q: 3 clusters Score -840353.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -840371.375000 Penalty: 2971.343994
	Iteration 27Q: 3 clusters Score -840371.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -840390.312500 Penalty: 2971.343994
	Iteration 28Q: 3 clusters Score -840390.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -840405.250000 Penalty: 2971.343994
	Iteration 29Q: 3 clusters Score -840405.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -840416.875000 Penalty: 2971.343994
	Iteration 30Q: 3 clusters Score -840416.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -840430.250000 Penalty: 2971.343994
	Iteration 31Q: 3 clusters Score -840430.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -840439.687500 Penalty: 2971.343994
	Iteration 32Q: 3 clusters Score -840439.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -840451.500000 Penalty: 2971.343994
	Iteration 33Q: 3 clusters Score -840451.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -840457.312500 Penalty: 2971.343994
	Iteration 34Q: 3 clusters Score -840457.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -840461.375000 Penalty: 2971.343994
	Iteration 35Q: 3 clusters Score -840461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -840467.375000 Penalty: 2971.343994
	Iteration 36Q: 3 clusters Score -840467.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -840470.625000 Penalty: 2971.343994
	Iteration 37Q: 3 clusters Score -840470.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -840472.562500 Penalty: 2971.343994
	Iteration 38Q: 3 clusters Score -840472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -840475.625000 Penalty: 2971.343994
	Iteration 39Q: 3 clusters Score -840475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -840475.625000 Penalty: 2971.343994
	Iteration 40F: 3 clusters Score -840475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -840480.125000 Penalty: 2971.343994
	Iteration 41Q: 3 clusters Score -840480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -840489.187500 Penalty: 2971.343994
	Iteration 42Q: 3 clusters Score -840489.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -840495.062500 Penalty: 2971.343994
	Iteration 43Q: 3 clusters Score -840495.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -840500.562500 Penalty: 2971.343994
	Iteration 44Q: 3 clusters Score -840500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -840504.062500 Penalty: 2971.343994
	Iteration 45Q: 3 clusters Score -840504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -840509.000000 Penalty: 2971.343994
	Iteration 46Q: 3 clusters Score -840509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -840513.625000 Penalty: 2971.343994
	Iteration 47Q: 3 clusters Score -840513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -840520.750000 Penalty: 2971.343994
	Iteration 48Q: 3 clusters Score -840520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -840521.125000 Penalty: 2971.343994
	Iteration 49Q: 3 clusters Score -840521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -840522.687500 Penalty: 2971.343994
	Iteration 50Q: 3 clusters Score -840522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -840523.125000 Penalty: 2971.343994
	Iteration 51Q: 3 clusters Score -840523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -840523.750000 Penalty: 2971.343994
	Iteration 52Q: 3 clusters Score -840523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -840524.187500 Penalty: 2971.343994
	Iteration 53Q: 3 clusters Score -840524.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -840525.000000 Penalty: 2971.343994
	Iteration 54Q: 3 clusters Score -840525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -840524.875000 Penalty: 2971.343994
	Iteration 55Q: 3 clusters Score -840524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -840527.375000 Penalty: 2971.343994
	Iteration 56Q: 3 clusters Score -840527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -840529.375000 Penalty: 2971.343994
	Iteration 57Q: 3 clusters Score -840529.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -840529.562500 Penalty: 2971.343994
	Iteration 58Q: 3 clusters Score -840529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -840529.562500 Penalty: 2971.343994
	Iteration 59F: 3 clusters Score -840529.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Entering Unmasked Estep 
Score: -5423153.000000 Penalty: 1792.510376
	Iteration 0F: 2 clusters Score -5423153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5381906.500000 Penalty: 3585.020752
	Iteration 0F: 3 clusters Score -5381906 nChanged 29089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -5398351.500000 Penalty: 3585.020752
	Iteration 1F: 3 clusters Score -5398352 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -5398830.500000 Penalty: 3585.020752
	Iteration 2Q: 3 clusters Score -5398830 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5399328.500000 Penalty: 3585.020752
	Iteration 3Q: 3 clusters Score -5399328 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -5399912.000000 Penalty: 3585.020752
	Iteration 4Q: 3 clusters Score -5399912 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5400780.500000 Penalty: 3585.020752
	Iteration 5Q: 3 clusters Score -5400780 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -5402040.000000 Penalty: 3585.020752
	Iteration 6Q: 3 clusters Score -5402040 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5404182.500000 Penalty: 3585.020752
	Iteration 7F: 3 clusters Score -5404182 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -5407652.000000 Penalty: 3585.020752
	Iteration 8F: 3 clusters Score -5407652 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -5412243.500000 Penalty: 3585.020752
	Iteration 9F: 3 clusters Score -5412244 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -5416819.000000 Penalty: 3585.020752
	Iteration 10F: 3 clusters Score -5416819 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -5419795.000000 Penalty: 3585.020752
	Iteration 11Q: 3 clusters Score -5419795 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -5421061.000000 Penalty: 3585.020752
	Iteration 12Q: 3 clusters Score -5421061 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -5421359.500000 Penalty: 3585.020752
	Iteration 13Q: 3 clusters Score -5421360 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -5421457.000000 Penalty: 3585.020752
	Iteration 14Q: 3 clusters Score -5421457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -5421499.000000 Penalty: 3585.020752
	Iteration 15Q: 3 clusters Score -5421499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -5421527.500000 Penalty: 3585.020752
	Iteration 16Q: 3 clusters Score -5421528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -5421546.500000 Penalty: 3585.020752
	Iteration 17Q: 3 clusters Score -5421546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -5421557.500000 Penalty: 3585.020752
	Iteration 18Q: 3 clusters Score -5421558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -5421571.000000 Penalty: 3585.020752
	Iteration 19Q: 3 clusters Score -5421571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -5421571.500000 Penalty: 3585.020752
	Iteration 20F: 3 clusters Score -5421572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -5421577.000000 Penalty: 3585.020752
	Iteration 21Q: 3 clusters Score -5421577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -5421578.000000 Penalty: 3585.020752
	Iteration 22Q: 3 clusters Score -5421578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -5421578.000000 Penalty: 3585.020752
	Iteration 23F: 3 clusters Score -5421578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -154032.093750 Penalty: 1225.867920
	Iteration 0F: 2 clusters Score -154032.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -152107.031250 Penalty: 2451.735840
	Iteration 0F: 3 clusters Score -152107 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -152840.625000 Penalty: 2451.735840
	Iteration 1F: 3 clusters Score -152840.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -153280.265625 Penalty: 2451.735840
	Iteration 2F: 3 clusters Score -153280.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153645.750000 Penalty: 2451.735840
	Iteration 3F: 3 clusters Score -153645.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153923.625000 Penalty: 2451.735840
	Iteration 4F: 3 clusters Score -153923.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -154102.265625 Penalty: 2451.735840
	Iteration 5F: 3 clusters Score -154102.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -154189.718750 Penalty: 2451.735840
	Iteration 6Q: 3 clusters Score -154189.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -154237.468750 Penalty: 2451.735840
	Iteration 7Q: 3 clusters Score -154237.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -154302.000000 Penalty: 2451.735840
	Iteration 8Q: 3 clusters Score -154302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -154332.156250 Penalty: 2451.735840
	Iteration 9Q: 3 clusters Score -154332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -154341.562500 Penalty: 2451.735840
	Iteration 10Q: 3 clusters Score -154341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -154348.953125 Penalty: 2451.735840
	Iteration 11Q: 3 clusters Score -154349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -154355.546875 Penalty: 2451.735840
	Iteration 12Q: 3 clusters Score -154355.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -154360.484375 Penalty: 2451.735840
	Iteration 13Q: 3 clusters Score -154360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -154362.406250 Penalty: 2451.735840
	Iteration 14Q: 3 clusters Score -154362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -154363.171875 Penalty: 2451.735840
	Iteration 15Q: 3 clusters Score -154363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -154363.171875 Penalty: 2451.735840
	Iteration 16F: 3 clusters Score -154363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 68181 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 4 contains 318 members 
Mstep: Class 5 contains 61749 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 18423 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 14 contains 13428 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 18 contains 24718 members 
Mstep: Class 19 contains 3012 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 268633 members 
Entering Unmasked Estep 
Score: -45691044.000000 Penalty: 40666.277344
Splitting cluster 6 changes total score from -45691668.000000 to -45691044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (18423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Entering Unmasked Estep 
Score: -1662751.250000 Penalty: 1595.970215
	Iteration 0F: 2 clusters Score -1662751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1650163.375000 Penalty: 3191.940430
	Iteration 0F: 3 clusters Score -1650163 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1654580.500000 Penalty: 3191.940430
	Iteration 1F: 3 clusters Score -1654580 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1654874.375000 Penalty: 3191.940430
	Iteration 2Q: 3 clusters Score -1654874 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1655141.125000 Penalty: 3191.940430
	Iteration 3Q: 3 clusters Score -1655141 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1655397.500000 Penalty: 3191.940430
	Iteration 4Q: 3 clusters Score -1655398 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1655745.250000 Penalty: 3191.940430
	Iteration 5Q: 3 clusters Score -1655745 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1656234.000000 Penalty: 3191.940430
	Iteration 6Q: 3 clusters Score -1656234 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1656917.750000 Penalty: 3191.940430
	Iteration 7F: 3 clusters Score -1656918 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1657809.625000 Penalty: 3191.940430
	Iteration 8F: 3 clusters Score -1657810 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1658886.375000 Penalty: 3191.940430
	Iteration 9F: 3 clusters Score -1658886 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1659882.000000 Penalty: 3191.940430
	Iteration 10F: 3 clusters Score -1659882 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1660576.000000 Penalty: 3191.940430
	Iteration 11Q: 3 clusters Score -1660576 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1660971.500000 Penalty: 3191.940430
	Iteration 12Q: 3 clusters Score -1660972 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1661167.625000 Penalty: 3191.940430
	Iteration 13Q: 3 clusters Score -1661168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1661260.375000 Penalty: 3191.940430
	Iteration 14Q: 3 clusters Score -1661260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1661304.875000 Penalty: 3191.940430
	Iteration 15Q: 3 clusters Score -1661305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1661327.250000 Penalty: 3191.940430
	Iteration 16Q: 3 clusters Score -1661327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1661339.500000 Penalty: 3191.940430
	Iteration 17Q: 3 clusters Score -1661340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1661345.875000 Penalty: 3191.940430
	Iteration 18Q: 3 clusters Score -1661346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1661355.250000 Penalty: 3191.940430
	Iteration 19Q: 3 clusters Score -1661355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1661364.625000 Penalty: 3191.940430
	Iteration 20F: 3 clusters Score -1661365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1661372.000000 Penalty: 3191.940430
	Iteration 21Q: 3 clusters Score -1661372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1661378.875000 Penalty: 3191.940430
	Iteration 22Q: 3 clusters Score -1661379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1661383.125000 Penalty: 3191.940430
	Iteration 23Q: 3 clusters Score -1661383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1661387.250000 Penalty: 3191.940430
	Iteration 24Q: 3 clusters Score -1661387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1661389.375000 Penalty: 3191.940430
	Iteration 25Q: 3 clusters Score -1661389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1661388.125000 Penalty: 3191.940430
	Iteration 26Q: 3 clusters Score -1661388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1661388.125000 Penalty: 3191.940430
	Iteration 27F: 3 clusters Score -1661388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1156874.500000 Penalty: 1534.738159
	Iteration 0F: 2 clusters Score -1156874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1148020.125000 Penalty: 3069.476318
	Iteration 0F: 3 clusters Score -1148020 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1151035.750000 Penalty: 3069.476318
	Iteration 1F: 3 clusters Score -1151036 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1151323.375000 Penalty: 3069.476318
	Iteration 2F: 3 clusters Score -1151323 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1151609.375000 Penalty: 3069.476318
	Iteration 3Q: 3 clusters Score -1151609 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1151925.625000 Penalty: 3069.476318
	Iteration 4Q: 3 clusters Score -1151926 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1152271.875000 Penalty: 3069.476318
	Iteration 5Q: 3 clusters Score -1152272 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1152721.500000 Penalty: 3069.476318
	Iteration 6F: 3 clusters Score -1152722 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1153225.125000 Penalty: 3069.476318
	Iteration 7F: 3 clusters Score -1153225 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1153969 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1154128 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1154208 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1154262 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1154311 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1154355 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1154388 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1154416 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1154454 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1154480 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1154511 nChanged 132
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Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1154550 nChanged 131
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Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1154594 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1154652 nChanged 178
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Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1154731 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1154809 nChanged 182
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Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1154876 nChanged 142
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Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1154917 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1154950 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1154989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1155034 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1155060 nChanged 99
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Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1155085 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1155095 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1155116 nChanged 70
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Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1155128 nChanged 61
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Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1155135 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1155148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1155159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1155172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1155184 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1155197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1155207 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1155219 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1155232 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1155241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1155250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1155262 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1155265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1155272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1155280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1155283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1155290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1155297 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1155299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1155307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1155311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1155312 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1155315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1155313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1155320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1155328 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1155329 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1155333.625000 Penalty: 3069.476318
	Iteration 62Q: 3 clusters Score -1155334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1155345 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1155350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1155358 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1155367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1155377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1155388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1155397.875000 Penalty: 3069.476318
	Iteration 69Q: 3 clusters Score -1155398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1155402.750000 Penalty: 3069.476318
	Iteration 70Q: 3 clusters Score -1155403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1155412 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1155419 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1155429 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1155434 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1155440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1155454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1155452 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1155459 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1155462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1155466 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1155472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1155476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1155481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1155486 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1155492 nChanged 27
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Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1155500 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1155502 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1155512 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1155513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1155518 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1155520 nChanged 19
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Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1155525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1155526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1155529.750000 Penalty: 3069.476318
	Iteration 94Q: 3 clusters Score -1155530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1155531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1155536.625000 Penalty: 3069.476318
	Iteration 96Q: 3 clusters Score -1155537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1155542.000000 Penalty: 3069.476318
	Iteration 97Q: 3 clusters Score -1155542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1155545.250000 Penalty: 3069.476318
	Iteration 98Q: 3 clusters Score -1155545 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1155548.875000 Penalty: 3069.476318
	Iteration 99Q: 3 clusters Score -1155549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1155552.000000 Penalty: 3069.476318
	Iteration 100F: 3 clusters Score -1155552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1155555.000000 Penalty: 3069.476318
	Iteration 101Q: 3 clusters Score -1155555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1155555.125000 Penalty: 3069.476318
	Iteration 102Q: 3 clusters Score -1155555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1155560.000000 Penalty: 3069.476318
	Iteration 103Q: 3 clusters Score -1155560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1155564.375000 Penalty: 3069.476318
	Iteration 104Q: 3 clusters Score -1155564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1155565.125000 Penalty: 3069.476318
	Iteration 105Q: 3 clusters Score -1155565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1155571.125000 Penalty: 3069.476318
	Iteration 106Q: 3 clusters Score -1155571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1155576.250000 Penalty: 3069.476318
	Iteration 107Q: 3 clusters Score -1155576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1155581.500000 Penalty: 3069.476318
	Iteration 108Q: 3 clusters Score -1155582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1155586.250000 Penalty: 3069.476318
	Iteration 109Q: 3 clusters Score -1155586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1155589.875000 Penalty: 3069.476318
	Iteration 110Q: 3 clusters Score -1155590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1155591.625000 Penalty: 3069.476318
	Iteration 111Q: 3 clusters Score -1155592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1155599.000000 Penalty: 3069.476318
	Iteration 112Q: 3 clusters Score -1155599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1155607.625000 Penalty: 3069.476318
	Iteration 113Q: 3 clusters Score -1155608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1155613.750000 Penalty: 3069.476318
	Iteration 114Q: 3 clusters Score -1155614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1155614.000000 Penalty: 3069.476318
	Iteration 115Q: 3 clusters Score -1155614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1155615.750000 Penalty: 3069.476318
	Iteration 116Q: 3 clusters Score -1155616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1155618.125000 Penalty: 3069.476318
	Iteration 117Q: 3 clusters Score -1155618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1155617.625000 Penalty: 3069.476318
	Iteration 118Q: 3 clusters Score -1155618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1155617.625000 Penalty: 3069.476318
	Iteration 119Q: 3 clusters Score -1155618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1155619.375000 Penalty: 3069.476318
	Iteration 120F: 3 clusters Score -1155619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1155618.625000 Penalty: 3069.476318
	Iteration 121Q: 3 clusters Score -1155619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1155620.500000 Penalty: 3069.476318
	Iteration 122Q: 3 clusters Score -1155620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1155620.000000 Penalty: 3069.476318
	Iteration 123Q: 3 clusters Score -1155620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1155622.750000 Penalty: 3069.476318
	Iteration 124Q: 3 clusters Score -1155623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1155619.875000 Penalty: 3069.476318
	Iteration 125Q: 3 clusters Score -1155620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1155623.375000 Penalty: 3069.476318
	Iteration 126Q: 3 clusters Score -1155623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1155621.875000 Penalty: 3069.476318
	Iteration 127Q: 3 clusters Score -1155622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1155622.875000 Penalty: 3069.476318
	Iteration 128Q: 3 clusters Score -1155623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1155624.875000 Penalty: 3069.476318
	Iteration 129Q: 3 clusters Score -1155625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1155626.000000 Penalty: 3069.476318
	Iteration 130Q: 3 clusters Score -1155626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1155625.125000 Penalty: 3069.476318
	Iteration 131Q: 3 clusters Score -1155625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1155625.625000 Penalty: 3069.476318
	Iteration 132Q: 3 clusters Score -1155626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1155624.375000 Penalty: 3069.476318
	Iteration 133Q: 3 clusters Score -1155624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1155626.000000 Penalty: 3069.476318
	Iteration 134Q: 3 clusters Score -1155626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1155627.500000 Penalty: 3069.476318
	Iteration 135Q: 3 clusters Score -1155628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1155627.500000 Penalty: 3069.476318
	Iteration 136F: 3 clusters Score -1155628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -180084.171875 Penalty: 1252.105225
	Iteration 0F: 2 clusters Score -180084.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -177887.312500 Penalty: 2504.210449
	Iteration 0F: 3 clusters Score -177887.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -178587.625000 Penalty: 2504.210449
	Iteration 1F: 3 clusters Score -178587.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -178947.140625 Penalty: 2504.210449
	Iteration 2F: 3 clusters Score -178947.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -179233.828125 Penalty: 2504.210449
	Iteration 3F: 3 clusters Score -179233.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -179449.390625 Penalty: 2504.210449
	Iteration 4F: 3 clusters Score -179449.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -179602.562500 Penalty: 2504.210449
	Iteration 5F: 3 clusters Score -179602.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -179686.421875 Penalty: 2504.210449
	Iteration 6Q: 3 clusters Score -179686.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -179727.640625 Penalty: 2504.210449
	Iteration 7Q: 3 clusters Score -179727.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -179744.859375 Penalty: 2504.210449
	Iteration 8Q: 3 clusters Score -179744.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -179756.203125 Penalty: 2504.210449
	Iteration 9Q: 3 clusters Score -179756.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -179765.093750 Penalty: 2504.210449
	Iteration 10Q: 3 clusters Score -179765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -179771.328125 Penalty: 2504.210449
	Iteration 11Q: 3 clusters Score -179771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -179775.343750 Penalty: 2504.210449
	Iteration 12Q: 3 clusters Score -179775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -179781.500000 Penalty: 2504.210449
	Iteration 13Q: 3 clusters Score -179781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -179785.171875 Penalty: 2504.210449
	Iteration 14Q: 3 clusters Score -179785.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -179787.687500 Penalty: 2504.210449
	Iteration 15Q: 3 clusters Score -179787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -179787.671875 Penalty: 2504.210449
	Iteration 16Q: 3 clusters Score -179787.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -179787.671875 Penalty: 2504.210449
	Iteration 17F: 3 clusters Score -179787.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -291322.031250 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -291322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -288462.406250 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -288462.4 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -289121.468750 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -289121.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -289250.281250 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -289250.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -289342.812500 Penalty: 2627.883301
	Iteration 3Q: 3 clusters Score -289342.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -289425.343750 Penalty: 2627.883301
	Iteration 4Q: 3 clusters Score -289425.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -289474.187500 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -289474.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -289514.500000 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -289514.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -289547.093750 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -289547.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -289565.625000 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -289565.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -289575.531250 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -289575.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -289585.875000 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -289585.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -289602.093750 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -289602.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -289615.968750 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -289616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -289633.312500 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -289633.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -289650.500000 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -289650.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -289671.687500 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -289671.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -289688.906250 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -289688.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -289707.156250 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -289707.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -289724.093750 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -289724.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -289740.468750 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -289740.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -289762.250000 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -289762.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -289778.593750 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -289778.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -289796.625000 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -289796.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -289827.656250 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -289827.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -289857.218750 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -289857.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -289882.781250 Penalty: 2627.883301
	Iteration 25Q: 3 clusters Score -289882.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -289906.125000 Penalty: 2627.883301
	Iteration 26Q: 3 clusters Score -289906.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -289928.531250 Penalty: 2627.883301
	Iteration 27Q: 3 clusters Score -289928.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -289946.156250 Penalty: 2627.883301
	Iteration 28Q: 3 clusters Score -289946.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -289974.750000 Penalty: 2627.883301
	Iteration 29Q: 3 clusters Score -289974.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -289995.500000 Penalty: 2627.883301
	Iteration 30Q: 3 clusters Score -289995.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -290012.312500 Penalty: 2627.883301
	Iteration 31Q: 3 clusters Score -290012.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -290028.062500 Penalty: 2627.883301
	Iteration 32Q: 3 clusters Score -290028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -290043.593750 Penalty: 2627.883301
	Iteration 33Q: 3 clusters Score -290043.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -290060.093750 Penalty: 2627.883301
	Iteration 34Q: 3 clusters Score -290060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -290074.718750 Penalty: 2627.883301
	Iteration 35Q: 3 clusters Score -290074.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -290090.218750 Penalty: 2627.883301
	Iteration 36Q: 3 clusters Score -290090.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -290104.437500 Penalty: 2627.883301
	Iteration 37Q: 3 clusters Score -290104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -290112.343750 Penalty: 2627.883301
	Iteration 38Q: 3 clusters Score -290112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -290121.500000 Penalty: 2627.883301
	Iteration 39Q: 3 clusters Score -290121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -290127.468750 Penalty: 2627.883301
	Iteration 40F: 3 clusters Score -290127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -290131.531250 Penalty: 2627.883301
	Iteration 41Q: 3 clusters Score -290131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -290133.781250 Penalty: 2627.883301
	Iteration 42Q: 3 clusters Score -290133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -290136.718750 Penalty: 2627.883301
	Iteration 43Q: 3 clusters Score -290136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -290138.156250 Penalty: 2627.883301
	Iteration 44Q: 3 clusters Score -290138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -290138.500000 Penalty: 2627.883301
	Iteration 45Q: 3 clusters Score -290138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -290140.593750 Penalty: 2627.883301
	Iteration 46Q: 3 clusters Score -290140.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -290141.187500 Penalty: 2627.883301
	Iteration 47Q: 3 clusters Score -290141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -290142.218750 Penalty: 2627.883301
	Iteration 48Q: 3 clusters Score -290142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -290142.218750 Penalty: 2627.883301
	Iteration 49F: 3 clusters Score -290142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -637894.312500 Penalty: 1440.773682
	Iteration 0F: 2 clusters Score -637894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -632608.062500 Penalty: 2881.547363
	Iteration 0F: 3 clusters Score -632608.1 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -634096.250000 Penalty: 2881.547363
	Iteration 1F: 3 clusters Score -634096.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -634278.375000 Penalty: 2881.547363
	Iteration 2F: 3 clusters Score -634278.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -634414.812500 Penalty: 2881.547363
	Iteration 3Q: 3 clusters Score -634414.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -634512.562500 Penalty: 2881.547363
	Iteration 4Q: 3 clusters Score -634512.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -634593.875000 Penalty: 2881.547363
	Iteration 5Q: 3 clusters Score -634593.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -634671.812500 Penalty: 2881.547363
	Iteration 6Q: 3 clusters Score -634671.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -634735.062500 Penalty: 2881.547363
	Iteration 7Q: 3 clusters Score -634735.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -634804.000000 Penalty: 2881.547363
	Iteration 8Q: 3 clusters Score -634804 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -634878.875000 Penalty: 2881.547363
	Iteration 9Q: 3 clusters Score -634878.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -634951.125000 Penalty: 2881.547363
	Iteration 10Q: 3 clusters Score -634951.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -635024.750000 Penalty: 2881.547363
	Iteration 11Q: 3 clusters Score -635024.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -635104.937500 Penalty: 2881.547363
	Iteration 12Q: 3 clusters Score -635104.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -635189.812500 Penalty: 2881.547363
	Iteration 13Q: 3 clusters Score -635189.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -635272.187500 Penalty: 2881.547363
	Iteration 14Q: 3 clusters Score -635272.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -635363.312500 Penalty: 2881.547363
	Iteration 15Q: 3 clusters Score -635363.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -635444.687500 Penalty: 2881.547363
	Iteration 16Q: 3 clusters Score -635444.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -635524.625000 Penalty: 2881.547363
	Iteration 17Q: 3 clusters Score -635524.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -635605.125000 Penalty: 2881.547363
	Iteration 18Q: 3 clusters Score -635605.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -635689.375000 Penalty: 2881.547363
	Iteration 19Q: 3 clusters Score -635689.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -635775.937500 Penalty: 2881.547363
	Iteration 20F: 3 clusters Score -635775.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -635856.625000 Penalty: 2881.547363
	Iteration 21Q: 3 clusters Score -635856.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -635932.625000 Penalty: 2881.547363
	Iteration 22Q: 3 clusters Score -635932.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -635995.250000 Penalty: 2881.547363
	Iteration 23Q: 3 clusters Score -635995.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -636058.562500 Penalty: 2881.547363
	Iteration 24Q: 3 clusters Score -636058.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -636108.937500 Penalty: 2881.547363
	Iteration 25Q: 3 clusters Score -636108.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -636182.750000 Penalty: 2881.547363
	Iteration 26Q: 3 clusters Score -636182.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -636255.187500 Penalty: 2881.547363
	Iteration 27Q: 3 clusters Score -636255.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -636309.937500 Penalty: 2881.547363
	Iteration 28Q: 3 clusters Score -636309.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -636353.312500 Penalty: 2881.547363
	Iteration 29Q: 3 clusters Score -636353.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -636386.375000 Penalty: 2881.547363
	Iteration 30Q: 3 clusters Score -636386.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -636416.375000 Penalty: 2881.547363
	Iteration 31Q: 3 clusters Score -636416.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -636444.562500 Penalty: 2881.547363
	Iteration 32Q: 3 clusters Score -636444.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -636471.812500 Penalty: 2881.547363
	Iteration 33Q: 3 clusters Score -636471.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -636493.562500 Penalty: 2881.547363
	Iteration 34Q: 3 clusters Score -636493.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -636518.687500 Penalty: 2881.547363
	Iteration 35Q: 3 clusters Score -636518.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -636546.187500 Penalty: 2881.547363
	Iteration 36Q: 3 clusters Score -636546.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -636571.062500 Penalty: 2881.547363
	Iteration 37Q: 3 clusters Score -636571.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -636588.625000 Penalty: 2881.547363
	Iteration 38Q: 3 clusters Score -636588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -636597.062500 Penalty: 2881.547363
	Iteration 39Q: 3 clusters Score -636597.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -636605.687500 Penalty: 2881.547363
	Iteration 40F: 3 clusters Score -636605.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -636612.375000 Penalty: 2881.547363
	Iteration 41Q: 3 clusters Score -636612.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -636615.875000 Penalty: 2881.547363
	Iteration 42Q: 3 clusters Score -636615.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -636621.375000 Penalty: 2881.547363
	Iteration 43Q: 3 clusters Score -636621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -636629.375000 Penalty: 2881.547363
	Iteration 44Q: 3 clusters Score -636629.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -636637.125000 Penalty: 2881.547363
	Iteration 45Q: 3 clusters Score -636637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -636653.750000 Penalty: 2881.547363
	Iteration 46Q: 3 clusters Score -636653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -636664.187500 Penalty: 2881.547363
	Iteration 47Q: 3 clusters Score -636664.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -636672.375000 Penalty: 2881.547363
	Iteration 48Q: 3 clusters Score -636672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -636679.562500 Penalty: 2881.547363
	Iteration 49Q: 3 clusters Score -636679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -636681.375000 Penalty: 2881.547363
	Iteration 50Q: 3 clusters Score -636681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -636682.250000 Penalty: 2881.547363
	Iteration 51Q: 3 clusters Score -636682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -636684.187500 Penalty: 2881.547363
	Iteration 52Q: 3 clusters Score -636684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -636684.375000 Penalty: 2881.547363
	Iteration 53Q: 3 clusters Score -636684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -636685.875000 Penalty: 2881.547363
	Iteration 54Q: 3 clusters Score -636685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -636692.937500 Penalty: 2881.547363
	Iteration 55Q: 3 clusters Score -636692.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -636700.437500 Penalty: 2881.547363
	Iteration 56Q: 3 clusters Score -636700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -636705.125000 Penalty: 2881.547363
	Iteration 57Q: 3 clusters Score -636705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -636710.000000 Penalty: 2881.547363
	Iteration 58Q: 3 clusters Score -636710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -636716.437500 Penalty: 2881.547363
	Iteration 59Q: 3 clusters Score -636716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -636721.750000 Penalty: 2881.547363
	Iteration 60F: 3 clusters Score -636721.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -636722.750000 Penalty: 2881.547363
	Iteration 61Q: 3 clusters Score -636722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -636724.250000 Penalty: 2881.547363
	Iteration 62Q: 3 clusters Score -636724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -636724.250000 Penalty: 2881.547363
	Iteration 63F: 3 clusters Score -636724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -137094.421875 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -137094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -135310.312500 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -135310.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135647.343750 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -135647.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -135721.843750 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -135721.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -135774.453125 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -135774.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -135811.906250 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -135811.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -135830.484375 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -135830.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -135849.078125 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -135849.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135860.812500 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -135860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -135869.687500 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -135869.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -135877.218750 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -135877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -135883.703125 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -135883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -135888.406250 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -135888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -135891.921875 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -135891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -135894.968750 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -135895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -135895.781250 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -135895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -135897.031250 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -135897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -135899.296875 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -135899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -135902.765625 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -135902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -135905.171875 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -135905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -135908.125000 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -135908.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -135909.234375 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -135909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -135910.359375 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -135910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -135911.703125 Penalty: 2383.232422
	Iteration 22Q: 3 clusters Score -135911.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -135914.453125 Penalty: 2383.232422
	Iteration 23Q: 3 clusters Score -135914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -135917.640625 Penalty: 2383.232422
	Iteration 24Q: 3 clusters Score -135917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -135918.093750 Penalty: 2383.232422
	Iteration 25Q: 3 clusters Score -135918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -135918.093750 Penalty: 2383.232422
	Iteration 26F: 3 clusters Score -135918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Entering Unmasked Estep 
Score: -1190066.000000 Penalty: 1544.578369
	Iteration 0F: 2 clusters Score -1190066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1180636.000000 Penalty: 3089.156738
	Iteration 0F: 3 clusters Score -1180636 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1183866.875000 Penalty: 3089.156738
	Iteration 1F: 3 clusters Score -1183867 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1184109.875000 Penalty: 3089.156738
	Iteration 2F: 3 clusters Score -1184110 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1184297.375000 Penalty: 3089.156738
	Iteration 3Q: 3 clusters Score -1184297 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1184453.625000 Penalty: 3089.156738
	Iteration 4Q: 3 clusters Score -1184454 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1184603.750000 Penalty: 3089.156738
	Iteration 5Q: 3 clusters Score -1184604 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1184774.375000 Penalty: 3089.156738
	Iteration 6Q: 3 clusters Score -1184774 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1184987.000000 Penalty: 3089.156738
	Iteration 7Q: 3 clusters Score -1184987 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1185249.750000 Penalty: 3089.156738
	Iteration 8Q: 3 clusters Score -1185250 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1185565.500000 Penalty: 3089.156738
	Iteration 9Q: 3 clusters Score -1185566 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1185985.250000 Penalty: 3089.156738
	Iteration 10Q: 3 clusters Score -1185985 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1186487.625000 Penalty: 3089.156738
	Iteration 11F: 3 clusters Score -1186488 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1187041.375000 Penalty: 3089.156738
	Iteration 12F: 3 clusters Score -1187041 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1187543.250000 Penalty: 3089.156738
	Iteration 13Q: 3 clusters Score -1187543 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1187936.500000 Penalty: 3089.156738
	Iteration 14Q: 3 clusters Score -1187936 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1188214.125000 Penalty: 3089.156738
	Iteration 15Q: 3 clusters Score -1188214 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1188402.000000 Penalty: 3089.156738
	Iteration 16Q: 3 clusters Score -1188402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1188509.000000 Penalty: 3089.156738
	Iteration 17Q: 3 clusters Score -1188509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1188572.250000 Penalty: 3089.156738
	Iteration 18Q: 3 clusters Score -1188572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1188622.250000 Penalty: 3089.156738
	Iteration 19Q: 3 clusters Score -1188622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1188657.750000 Penalty: 3089.156738
	Iteration 20F: 3 clusters Score -1188658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1188690.125000 Penalty: 3089.156738
	Iteration 21Q: 3 clusters Score -1188690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1188716.750000 Penalty: 3089.156738
	Iteration 22Q: 3 clusters Score -1188717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1188732.000000 Penalty: 3089.156738
	Iteration 23Q: 3 clusters Score -1188732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -1188741.500000 Penalty: 3089.156738
	Iteration 24Q: 3 clusters Score -1188742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1188750.750000 Penalty: 3089.156738
	Iteration 25Q: 3 clusters Score -1188751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1188754.375000 Penalty: 3089.156738
	Iteration 26Q: 3 clusters Score -1188754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1188756.500000 Penalty: 3089.156738
	Iteration 27Q: 3 clusters Score -1188756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1188763.750000 Penalty: 3089.156738
	Iteration 28Q: 3 clusters Score -1188764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1188768.375000 Penalty: 3089.156738
	Iteration 29Q: 3 clusters Score -1188768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1188770.250000 Penalty: 3089.156738
	Iteration 30Q: 3 clusters Score -1188770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1188770.250000 Penalty: 3089.156738
	Iteration 31F: 3 clusters Score -1188770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -366157.031250 Penalty: 1354.546631
	Iteration 0F: 2 clusters Score -366157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -362660.625000 Penalty: 2709.093262
	Iteration 0F: 3 clusters Score -362660.6 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -363571.218750 Penalty: 2709.093262
	Iteration 1F: 3 clusters Score -363571.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -363786.625000 Penalty: 2709.093262
	Iteration 2F: 3 clusters Score -363786.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -363921.875000 Penalty: 2709.093262
	Iteration 3F: 3 clusters Score -363921.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -364012.625000 Penalty: 2709.093262
	Iteration 4Q: 3 clusters Score -364012.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -364072.437500 Penalty: 2709.093262
	Iteration 5Q: 3 clusters Score -364072.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -364121.906250 Penalty: 2709.093262
	Iteration 6Q: 3 clusters Score -364121.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -364171.187500 Penalty: 2709.093262
	Iteration 7Q: 3 clusters Score -364171.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -364222.375000 Penalty: 2709.093262
	Iteration 8Q: 3 clusters Score -364222.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -364262.875000 Penalty: 2709.093262
	Iteration 9Q: 3 clusters Score -364262.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -364299.062500 Penalty: 2709.093262
	Iteration 10Q: 3 clusters Score -364299.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -364331.781250 Penalty: 2709.093262
	Iteration 11Q: 3 clusters Score -364331.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -364368.625000 Penalty: 2709.093262
	Iteration 12Q: 3 clusters Score -364368.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -364403.406250 Penalty: 2709.093262
	Iteration 13Q: 3 clusters Score -364403.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -364443.500000 Penalty: 2709.093262
	Iteration 14Q: 3 clusters Score -364443.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -364503.968750 Penalty: 2709.093262
	Iteration 15Q: 3 clusters Score -364504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -364565.062500 Penalty: 2709.093262
	Iteration 16Q: 3 clusters Score -364565.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -364605.218750 Penalty: 2709.093262
	Iteration 17Q: 3 clusters Score -364605.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -364641.968750 Penalty: 2709.093262
	Iteration 18Q: 3 clusters Score -364642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -364672.093750 Penalty: 2709.093262
	Iteration 19Q: 3 clusters Score -364672.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -364717.281250 Penalty: 2709.093262
	Iteration 20F: 3 clusters Score -364717.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -364764.218750 Penalty: 2709.093262
	Iteration 21Q: 3 clusters Score -364764.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -364802.312500 Penalty: 2709.093262
	Iteration 22Q: 3 clusters Score -364802.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -364840.031250 Penalty: 2709.093262
	Iteration 23Q: 3 clusters Score -364840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -364870.750000 Penalty: 2709.093262
	Iteration 24Q: 3 clusters Score -364870.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -364896.500000 Penalty: 2709.093262
	Iteration 25Q: 3 clusters Score -364896.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -364919.125000 Penalty: 2709.093262
	Iteration 26Q: 3 clusters Score -364919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -364939.187500 Penalty: 2709.093262
	Iteration 27Q: 3 clusters Score -364939.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -364953.562500 Penalty: 2709.093262
	Iteration 28Q: 3 clusters Score -364953.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -364964.656250 Penalty: 2709.093262
	Iteration 29Q: 3 clusters Score -364964.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -364970.875000 Penalty: 2709.093262
	Iteration 30Q: 3 clusters Score -364970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -364972.750000 Penalty: 2709.093262
	Iteration 31Q: 3 clusters Score -364972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -364977.000000 Penalty: 2709.093262
	Iteration 32Q: 3 clusters Score -364977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -364983.625000 Penalty: 2709.093262
	Iteration 33Q: 3 clusters Score -364983.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -364991.125000 Penalty: 2709.093262
	Iteration 34Q: 3 clusters Score -364991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -364994.625000 Penalty: 2709.093262
	Iteration 35Q: 3 clusters Score -364994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -364997.750000 Penalty: 2709.093262
	Iteration 36Q: 3 clusters Score -364997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -365000.718750 Penalty: 2709.093262
	Iteration 37Q: 3 clusters Score -365000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -365003.468750 Penalty: 2709.093262
	Iteration 38Q: 3 clusters Score -365003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -365005.468750 Penalty: 2709.093262
	Iteration 39Q: 3 clusters Score -365005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -365005.468750 Penalty: 2709.093262
	Iteration 40F: 3 clusters Score -365005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -365006.812500 Penalty: 2709.093262
	Iteration 41Q: 3 clusters Score -365006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -365007.812500 Penalty: 2709.093262
	Iteration 42Q: 3 clusters Score -365007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -365008.843750 Penalty: 2709.093262
	Iteration 43Q: 3 clusters Score -365008.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -365008.843750 Penalty: 2709.093262
	Iteration 44F: 3 clusters Score -365008.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Entering Unmasked Estep 
Score: -2094102.375000 Penalty: 1643.734131
	Iteration 0F: 2 clusters Score -2094102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2077444.875000 Penalty: 3287.468262
	Iteration 0F: 3 clusters Score -2077445 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2083618.750000 Penalty: 3287.468262
	Iteration 1F: 3 clusters Score -2083619 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2084007.000000 Penalty: 3287.468262
	Iteration 2Q: 3 clusters Score -2084007 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2084457.375000 Penalty: 3287.468262
	Iteration 3Q: 3 clusters Score -2084457 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2085033.750000 Penalty: 3287.468262
	Iteration 4Q: 3 clusters Score -2085034 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2085871.250000 Penalty: 3287.468262
	Iteration 5F: 3 clusters Score -2085871 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2086945.500000 Penalty: 3287.468262
	Iteration 6F: 3 clusters Score -2086946 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2088204.125000 Penalty: 3287.468262
	Iteration 7F: 3 clusters Score -2088204 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2089539.125000 Penalty: 3287.468262
	Iteration 8F: 3 clusters Score -2089539 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2090723.000000 Penalty: 3287.468262
	Iteration 9F: 3 clusters Score -2090723 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2091517.375000 Penalty: 3287.468262
	Iteration 10Q: 3 clusters Score -2091517 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2091980.625000 Penalty: 3287.468262
	Iteration 11Q: 3 clusters Score -2091981 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2092253.875000 Penalty: 3287.468262
	Iteration 12Q: 3 clusters Score -2092254 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -2092376.250000 Penalty: 3287.468262
	Iteration 13Q: 3 clusters Score -2092376 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2092471.875000 Penalty: 3287.468262
	Iteration 14Q: 3 clusters Score -2092472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -2092550.375000 Penalty: 3287.468262
	Iteration 15Q: 3 clusters Score -2092550 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2092583.250000 Penalty: 3287.468262
	Iteration 16Q: 3 clusters Score -2092583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2092619.625000 Penalty: 3287.468262
	Iteration 17Q: 3 clusters Score -2092620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2092655.250000 Penalty: 3287.468262
	Iteration 18Q: 3 clusters Score -2092655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2092681.625000 Penalty: 3287.468262
	Iteration 19Q: 3 clusters Score -2092682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2092692.750000 Penalty: 3287.468262
	Iteration 20F: 3 clusters Score -2092693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2092698.250000 Penalty: 3287.468262
	Iteration 21Q: 3 clusters Score -2092698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2092703.750000 Penalty: 3287.468262
	Iteration 22Q: 3 clusters Score -2092704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2092706.500000 Penalty: 3287.468262
	Iteration 23Q: 3 clusters Score -2092706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2092712.625000 Penalty: 3287.468262
	Iteration 24Q: 3 clusters Score -2092713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2092719.375000 Penalty: 3287.468262
	Iteration 25Q: 3 clusters Score -2092719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2092726.625000 Penalty: 3287.468262
	Iteration 26Q: 3 clusters Score -2092727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2092727.875000 Penalty: 3287.468262
	Iteration 27Q: 3 clusters Score -2092728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2092727.375000 Penalty: 3287.468262
	Iteration 28Q: 3 clusters Score -2092727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2092727.375000 Penalty: 3287.468262
	Iteration 29F: 3 clusters Score -2092727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -272423.812500 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -272423.8 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 1548 members 
Entering Unmasked Estep 
Score: -269671.093750 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -269671.1 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -270274.968750 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -270275 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -270407.093750 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -270407.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -270504.656250 Penalty: 2603.366943
	Iteration 3F: 3 clusters Score -270504.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -270570.031250 Penalty: 2603.366943
	Iteration 4Q: 3 clusters Score -270570 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -270617.406250 Penalty: 2603.366943
	Iteration 5Q: 3 clusters Score -270617.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -270649.781250 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -270649.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -270682.437500 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -270682.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -270718.093750 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -270718.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -270752.875000 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -270752.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -270791.062500 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -270791.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -270825.062500 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -270825.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -270857.781250 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -270857.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -270889.312500 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -270889.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -270929.718750 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -270929.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -270970.250000 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -270970.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -271010.406250 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -271010.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -271045.812500 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -271045.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -271070.843750 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -271070.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -271092.562500 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -271092.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -271121.375000 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -271121.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -271141.843750 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -271141.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -271154.218750 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -271154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -271163.187500 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -271163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -271169.937500 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -271169.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -271179.375000 Penalty: 2603.366943
	Iteration 25Q: 3 clusters Score -271179.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -271192.218750 Penalty: 2603.366943
	Iteration 26Q: 3 clusters Score -271192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -271203.031250 Penalty: 2603.366943
	Iteration 27Q: 3 clusters Score -271203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -271211.343750 Penalty: 2603.366943
	Iteration 28Q: 3 clusters Score -271211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -271218.500000 Penalty: 2603.366943
	Iteration 29Q: 3 clusters Score -271218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -271223.875000 Penalty: 2603.366943
	Iteration 30Q: 3 clusters Score -271223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -271227.843750 Penalty: 2603.366943
	Iteration 31Q: 3 clusters Score -271227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -271234.156250 Penalty: 2603.366943
	Iteration 32Q: 3 clusters Score -271234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -271237.750000 Penalty: 2603.366943
	Iteration 33Q: 3 clusters Score -271237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -271243.156250 Penalty: 2603.366943
	Iteration 34Q: 3 clusters Score -271243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -271244.968750 Penalty: 2603.366943
	Iteration 35Q: 3 clusters Score -271245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -271247.718750 Penalty: 2603.366943
	Iteration 36Q: 3 clusters Score -271247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -271251.593750 Penalty: 2603.366943
	Iteration 37Q: 3 clusters Score -271251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -271256.000000 Penalty: 2603.366943
	Iteration 38Q: 3 clusters Score -271256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -271257.906250 Penalty: 2603.366943
	Iteration 39Q: 3 clusters Score -271257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -271260.062500 Penalty: 2603.366943
	Iteration 40F: 3 clusters Score -271260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -271262.406250 Penalty: 2603.366943
	Iteration 41Q: 3 clusters Score -271262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -271263.906250 Penalty: 2603.366943
	Iteration 42Q: 3 clusters Score -271263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -271264.812500 Penalty: 2603.366943
	Iteration 43Q: 3 clusters Score -271264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -271266.781250 Penalty: 2603.366943
	Iteration 44Q: 3 clusters Score -271266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -271270.750000 Penalty: 2603.366943
	Iteration 45Q: 3 clusters Score -271270.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -271278.781250 Penalty: 2603.366943
	Iteration 46Q: 3 clusters Score -271278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -271288.875000 Penalty: 2603.366943
	Iteration 47Q: 3 clusters Score -271288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -271295.968750 Penalty: 2603.366943
	Iteration 48Q: 3 clusters Score -271296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -271299.250000 Penalty: 2603.366943
	Iteration 49Q: 3 clusters Score -271299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -271304.968750 Penalty: 2603.366943
	Iteration 50Q: 3 clusters Score -271305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -271309.406250 Penalty: 2603.366943
	Iteration 51Q: 3 clusters Score -271309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -271312.312500 Penalty: 2603.366943
	Iteration 52Q: 3 clusters Score -271312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -271315.000000 Penalty: 2603.366943
	Iteration 53Q: 3 clusters Score -271315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -271320.843750 Penalty: 2603.366943
	Iteration 54Q: 3 clusters Score -271320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -271324.312500 Penalty: 2603.366943
	Iteration 55Q: 3 clusters Score -271324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -271326.281250 Penalty: 2603.366943
	Iteration 56Q: 3 clusters Score -271326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -271327.781250 Penalty: 2603.366943
	Iteration 57Q: 3 clusters Score -271327.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -271329.656250 Penalty: 2603.366943
	Iteration 58Q: 3 clusters Score -271329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -271332.343750 Penalty: 2603.366943
	Iteration 59Q: 3 clusters Score -271332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -271333.156250 Penalty: 2603.366943
	Iteration 60F: 3 clusters Score -271333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Entering Unmasked Estep 
Score: -1165131.000000 Penalty: 1542.152100
	Iteration 0F: 2 clusters Score -1165131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1155882.125000 Penalty: 3084.304199
	Iteration 0F: 3 clusters Score -1155882 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1159074.375000 Penalty: 3084.304199
	Iteration 1F: 3 clusters Score -1159074 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1159402.375000 Penalty: 3084.304199
	Iteration 2F: 3 clusters Score -1159402 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1159705.875000 Penalty: 3084.304199
	Iteration 3F: 3 clusters Score -1159706 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1160074.375000 Penalty: 3084.304199
	Iteration 4F: 3 clusters Score -1160074 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1160546.375000 Penalty: 3084.304199
	Iteration 5F: 3 clusters Score -1160546 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1161185.375000 Penalty: 3084.304199
	Iteration 6F: 3 clusters Score -1161185 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1161907.125000 Penalty: 3084.304199
	Iteration 7F: 3 clusters Score -1161907 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1162504.875000 Penalty: 3084.304199
	Iteration 8F: 3 clusters Score -1162505 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1162932.750000 Penalty: 3084.304199
	Iteration 9Q: 3 clusters Score -1162933 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1163171.125000 Penalty: 3084.304199
	Iteration 10Q: 3 clusters Score -1163171 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1163301.375000 Penalty: 3084.304199
	Iteration 11Q: 3 clusters Score -1163301 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1163368.125000 Penalty: 3084.304199
	Iteration 12Q: 3 clusters Score -1163368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1163409.375000 Penalty: 3084.304199
	Iteration 13Q: 3 clusters Score -1163409 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1163443.250000 Penalty: 3084.304199
	Iteration 14Q: 3 clusters Score -1163443 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1163471.500000 Penalty: 3084.304199
	Iteration 15Q: 3 clusters Score -1163472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1163486.250000 Penalty: 3084.304199
	Iteration 16Q: 3 clusters Score -1163486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1163513.250000 Penalty: 3084.304199
	Iteration 17Q: 3 clusters Score -1163513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1163532.875000 Penalty: 3084.304199
	Iteration 18Q: 3 clusters Score -1163533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1163546.125000 Penalty: 3084.304199
	Iteration 19Q: 3 clusters Score -1163546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1163553.375000 Penalty: 3084.304199
	Iteration 20F: 3 clusters Score -1163553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1163563.500000 Penalty: 3084.304199
	Iteration 21Q: 3 clusters Score -1163564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1163566.375000 Penalty: 3084.304199
	Iteration 22Q: 3 clusters Score -1163566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1163571.000000 Penalty: 3084.304199
	Iteration 23Q: 3 clusters Score -1163571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1163578.375000 Penalty: 3084.304199
	Iteration 24Q: 3 clusters Score -1163578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1163591.750000 Penalty: 3084.304199
	Iteration 25Q: 3 clusters Score -1163592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1163599.250000 Penalty: 3084.304199
	Iteration 26Q: 3 clusters Score -1163599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1163611.625000 Penalty: 3084.304199
	Iteration 27Q: 3 clusters Score -1163612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1163621.375000 Penalty: 3084.304199
	Iteration 28Q: 3 clusters Score -1163621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1163639.125000 Penalty: 3084.304199
	Iteration 29Q: 3 clusters Score -1163639 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1163669.125000 Penalty: 3084.304199
	Iteration 30Q: 3 clusters Score -1163669 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1163699.875000 Penalty: 3084.304199
	Iteration 31Q: 3 clusters Score -1163700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1163740.625000 Penalty: 3084.304199
	Iteration 32Q: 3 clusters Score -1163741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1163796.625000 Penalty: 3084.304199
	Iteration 33Q: 3 clusters Score -1163797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1163887.500000 Penalty: 3084.304199
	Iteration 34Q: 3 clusters Score -1163888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1164008.000000 Penalty: 3084.304199
	Iteration 35Q: 3 clusters Score -1164008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1164124.875000 Penalty: 3084.304199
	Iteration 36Q: 3 clusters Score -1164125 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1164192.500000 Penalty: 3084.304199
	Iteration 37Q: 3 clusters Score -1164192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1164222.625000 Penalty: 3084.304199
	Iteration 38Q: 3 clusters Score -1164223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1164239.500000 Penalty: 3084.304199
	Iteration 39Q: 3 clusters Score -1164240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1164244.875000 Penalty: 3084.304199
	Iteration 40F: 3 clusters Score -1164245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1164248.125000 Penalty: 3084.304199
	Iteration 41Q: 3 clusters Score -1164248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1164256.000000 Penalty: 3084.304199
	Iteration 42Q: 3 clusters Score -1164256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1164258.625000 Penalty: 3084.304199
	Iteration 43Q: 3 clusters Score -1164259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1164262.125000 Penalty: 3084.304199
	Iteration 44Q: 3 clusters Score -1164262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1164263.375000 Penalty: 3084.304199
	Iteration 45Q: 3 clusters Score -1164263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1164263.500000 Penalty: 3084.304199
	Iteration 46Q: 3 clusters Score -1164264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1164264.375000 Penalty: 3084.304199
	Iteration 47Q: 3 clusters Score -1164264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1164266.625000 Penalty: 3084.304199
	Iteration 48Q: 3 clusters Score -1164267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1164266.875000 Penalty: 3084.304199
	Iteration 49Q: 3 clusters Score -1164267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1164267.500000 Penalty: 3084.304199
	Iteration 50Q: 3 clusters Score -1164268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1164268.625000 Penalty: 3084.304199
	Iteration 51Q: 3 clusters Score -1164269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1164269.375000 Penalty: 3084.304199
	Iteration 52Q: 3 clusters Score -1164269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1164270.125000 Penalty: 3084.304199
	Iteration 53Q: 3 clusters Score -1164270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1164270.625000 Penalty: 3084.304199
	Iteration 54Q: 3 clusters Score -1164271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1164270.625000 Penalty: 3084.304199
	Iteration 55F: 3 clusters Score -1164271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -271984.875000 Penalty: 1306.205688
	Iteration 0F: 2 clusters Score -271984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -269196.406250 Penalty: 2612.411377
	Iteration 0F: 3 clusters Score -269196.4 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -269865.531250 Penalty: 2612.411377
	Iteration 1F: 3 clusters Score -269865.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -270014.500000 Penalty: 2612.411377
	Iteration 2F: 3 clusters Score -270014.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -270164.812500 Penalty: 2612.411377
	Iteration 3F: 3 clusters Score -270164.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -270304.593750 Penalty: 2612.411377
	Iteration 4F: 3 clusters Score -270304.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -270410.125000 Penalty: 2612.411377
	Iteration 5Q: 3 clusters Score -270410.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -270491.343750 Penalty: 2612.411377
	Iteration 6Q: 3 clusters Score -270491.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -270571.531250 Penalty: 2612.411377
	Iteration 7Q: 3 clusters Score -270571.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -270646.312500 Penalty: 2612.411377
	Iteration 8Q: 3 clusters Score -270646.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -270712.468750 Penalty: 2612.411377
	Iteration 9Q: 3 clusters Score -270712.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -270779.750000 Penalty: 2612.411377
	Iteration 10Q: 3 clusters Score -270779.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -270834.906250 Penalty: 2612.411377
	Iteration 11Q: 3 clusters Score -270834.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -270877.937500 Penalty: 2612.411377
	Iteration 12Q: 3 clusters Score -270877.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270920.843750 Penalty: 2612.411377
	Iteration 13Q: 3 clusters Score -270920.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -270952.218750 Penalty: 2612.411377
	Iteration 14Q: 3 clusters Score -270952.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -270977.968750 Penalty: 2612.411377
	Iteration 15Q: 3 clusters Score -270978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -271001.843750 Penalty: 2612.411377
	Iteration 16Q: 3 clusters Score -271001.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -271023.406250 Penalty: 2612.411377
	Iteration 17Q: 3 clusters Score -271023.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271033.031250 Penalty: 2612.411377
	Iteration 18Q: 3 clusters Score -271033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -271040.125000 Penalty: 2612.411377
	Iteration 19Q: 3 clusters Score -271040.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -271047.031250 Penalty: 2612.411377
	Iteration 20F: 3 clusters Score -271047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -271054.312500 Penalty: 2612.411377
	Iteration 21Q: 3 clusters Score -271054.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -271063.000000 Penalty: 2612.411377
	Iteration 22Q: 3 clusters Score -271063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -271072.500000 Penalty: 2612.411377
	Iteration 23Q: 3 clusters Score -271072.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271078.843750 Penalty: 2612.411377
	Iteration 24Q: 3 clusters Score -271078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -271082.531250 Penalty: 2612.411377
	Iteration 25Q: 3 clusters Score -271082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -271087.656250 Penalty: 2612.411377
	Iteration 26Q: 3 clusters Score -271087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -271092.156250 Penalty: 2612.411377
	Iteration 27Q: 3 clusters Score -271092.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -271100.000000 Penalty: 2612.411377
	Iteration 28Q: 3 clusters Score -271100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -271103.250000 Penalty: 2612.411377
	Iteration 29Q: 3 clusters Score -271103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -271104.718750 Penalty: 2612.411377
	Iteration 30Q: 3 clusters Score -271104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -271106.531250 Penalty: 2612.411377
	Iteration 31Q: 3 clusters Score -271106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -271106.562500 Penalty: 2612.411377
	Iteration 32Q: 3 clusters Score -271106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -271107.562500 Penalty: 2612.411377
	Iteration 33Q: 3 clusters Score -271107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -271110.000000 Penalty: 2612.411377
	Iteration 34Q: 3 clusters Score -271110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -271111.218750 Penalty: 2612.411377
	Iteration 35Q: 3 clusters Score -271111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -271111.906250 Penalty: 2612.411377
	Iteration 36Q: 3 clusters Score -271111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -271114.250000 Penalty: 2612.411377
	Iteration 37Q: 3 clusters Score -271114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -271114.906250 Penalty: 2612.411377
	Iteration 38Q: 3 clusters Score -271114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -271116.468750 Penalty: 2612.411377
	Iteration 39Q: 3 clusters Score -271116.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -271117.625000 Penalty: 2612.411377
	Iteration 40F: 3 clusters Score -271117.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -271117.875000 Penalty: 2612.411377
	Iteration 41Q: 3 clusters Score -271117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -271118.531250 Penalty: 2612.411377
	Iteration 42Q: 3 clusters Score -271118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -271119.906250 Penalty: 2612.411377
	Iteration 43Q: 3 clusters Score -271119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271121.312500 Penalty: 2612.411377
	Iteration 44Q: 3 clusters Score -271121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -271121.687500 Penalty: 2612.411377
	Iteration 45Q: 3 clusters Score -271121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271122.187500 Penalty: 2612.411377
	Iteration 46Q: 3 clusters Score -271122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271122.187500 Penalty: 2612.411377
	Iteration 47F: 3 clusters Score -271122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (268633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268633 members 
Entering Unmasked Estep 
Score: -24090186.000000 Penalty: 2031.428955
	Iteration 0F: 2 clusters Score -2.409019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134231 members 
Mstep: Class 2 contains 134402 members 
Entering Unmasked Estep 
Score: -23919284.000000 Penalty: 4062.857910
	Iteration 0F: 3 clusters Score -2.391928e+07 nChanged 130396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133825 members 
Mstep: Class 2 contains 134808 members 
Entering Unmasked Estep 
Score: -23997514.000000 Penalty: 4062.857910
	Iteration 1F: 3 clusters Score -2.399751e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133579 members 
Mstep: Class 2 contains 135054 members 
Entering Unmasked Estep 
Score: -23998854.000000 Penalty: 4062.857910
	Iteration 2Q: 3 clusters Score -2.399885e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133286 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -24001062.000000 Penalty: 4062.857910
	Iteration 3Q: 3 clusters Score -2.400106e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132840 members 
Mstep: Class 2 contains 135793 members 
Entering Unmasked Estep 
Score: -24004220.000000 Penalty: 4062.857910
	Iteration 4Q: 3 clusters Score -2.400422e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132250 members 
Mstep: Class 2 contains 136383 members 
Entering Unmasked Estep 
Score: -24009536.000000 Penalty: 4062.857910
	Iteration 5Q: 3 clusters Score -2.400954e+07 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131446 members 
Mstep: Class 2 contains 137187 members 
Entering Unmasked Estep 
Score: -24018388.000000 Penalty: 4062.857910
	Iteration 6F: 3 clusters Score -2.401839e+07 nChanged 17106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130790 members 
Mstep: Class 2 contains 137843 members 
Entering Unmasked Estep 
Score: -24031294.000000 Penalty: 4062.857910
	Iteration 7F: 3 clusters Score -2.403129e+07 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130296 members 
Mstep: Class 2 contains 138337 members 
Entering Unmasked Estep 
Score: -24043428.000000 Penalty: 4062.857910
	Iteration 8F: 3 clusters Score -2.404343e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130036 members 
Mstep: Class 2 contains 138597 members 
Entering Unmasked Estep 
Score: -24049018.000000 Penalty: 4062.857910
	Iteration 9F: 3 clusters Score -2.404902e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 138900 members 
Entering Unmasked Estep 
Score: -24050494.000000 Penalty: 4062.857910
	Iteration 10Q: 3 clusters Score -2.405049e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 139231 members 
Entering Unmasked Estep 
Score: -24050920.000000 Penalty: 4062.857910
	Iteration 11Q: 3 clusters Score -2.405092e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129004 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -24051132.000000 Penalty: 4062.857910
	Iteration 12Q: 3 clusters Score -2.405113e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 140018 members 
Entering Unmasked Estep 
Score: -24051380.000000 Penalty: 4062.857910
	Iteration 13Q: 3 clusters Score -2.405138e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128190 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -24051562.000000 Penalty: 4062.857910
	Iteration 14Q: 3 clusters Score -2.405156e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 140842 members 
Entering Unmasked Estep 
Score: -24051664.000000 Penalty: 4062.857910
	Iteration 15Q: 3 clusters Score -2.405166e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127338 members 
Mstep: Class 2 contains 141295 members 
Entering Unmasked Estep 
Score: -24051876.000000 Penalty: 4062.857910
	Iteration 16Q: 3 clusters Score -2.405188e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126860 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -24052086.000000 Penalty: 4062.857910
	Iteration 17Q: 3 clusters Score -2.405209e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126373 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -24052314.000000 Penalty: 4062.857910
	Iteration 18Q: 3 clusters Score -2.405231e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 142865 members 
Entering Unmasked Estep 
Score: -24052580.000000 Penalty: 4062.857910
	Iteration 19Q: 3 clusters Score -2.405258e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125084 members 
Mstep: Class 2 contains 143549 members 
Entering Unmasked Estep 
Score: -24052754.000000 Penalty: 4062.857910
	Iteration 20F: 3 clusters Score -2.405275e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124337 members 
Mstep: Class 2 contains 144296 members 
Entering Unmasked Estep 
Score: -24052862.000000 Penalty: 4062.857910
	Iteration 21Q: 3 clusters Score -2.405286e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 145110 members 
Entering Unmasked Estep 
Score: -24053050.000000 Penalty: 4062.857910
	Iteration 22Q: 3 clusters Score -2.405305e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 145991 members 
Entering Unmasked Estep 
Score: -24053254.000000 Penalty: 4062.857910
	Iteration 23Q: 3 clusters Score -2.405325e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121698 members 
Mstep: Class 2 contains 146935 members 
Entering Unmasked Estep 
Score: -24053440.000000 Penalty: 4062.857910
	Iteration 24Q: 3 clusters Score -2.405344e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 147952 members 
Entering Unmasked Estep 
Score: -24053652.000000 Penalty: 4062.857910
	Iteration 25Q: 3 clusters Score -2.405365e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119627 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -24053784.000000 Penalty: 4062.857910
	Iteration 26Q: 3 clusters Score -2.405378e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -24054048.000000 Penalty: 4062.857910
	Iteration 27Q: 3 clusters Score -2.405405e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117564 members 
Mstep: Class 2 contains 151069 members 
Entering Unmasked Estep 
Score: -24054236.000000 Penalty: 4062.857910
	Iteration 28Q: 3 clusters Score -2.405424e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116512 members 
Mstep: Class 2 contains 152121 members 
Entering Unmasked Estep 
Score: -24054476.000000 Penalty: 4062.857910
	Iteration 29Q: 3 clusters Score -2.405448e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115428 members 
Mstep: Class 2 contains 153205 members 
Entering Unmasked Estep 
Score: -24054638.000000 Penalty: 4062.857910
	Iteration 30Q: 3 clusters Score -2.405464e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 154350 members 
Entering Unmasked Estep 
Score: -24054954.000000 Penalty: 4062.857910
	Iteration 31Q: 3 clusters Score -2.405495e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -24055110.000000 Penalty: 4062.857910
	Iteration 32Q: 3 clusters Score -2.405511e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 156718 members 
Entering Unmasked Estep 
Score: -24055356.000000 Penalty: 4062.857910
	Iteration 33Q: 3 clusters Score -2.405536e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110716 members 
Mstep: Class 2 contains 157917 members 
Entering Unmasked Estep 
Score: -24055670.000000 Penalty: 4062.857910
	Iteration 34Q: 3 clusters Score -2.405567e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109507 members 
Mstep: Class 2 contains 159126 members 
Entering Unmasked Estep 
Score: -24055924.000000 Penalty: 4062.857910
	Iteration 35Q: 3 clusters Score -2.405592e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108312 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -24056102.000000 Penalty: 4062.857910
	Iteration 36Q: 3 clusters Score -2.40561e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 161618 members 
Entering Unmasked Estep 
Score: -24056360.000000 Penalty: 4062.857910
	Iteration 37Q: 3 clusters Score -2.405636e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -24056674.000000 Penalty: 4062.857910
	Iteration 38Q: 3 clusters Score -2.405667e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -24056878.000000 Penalty: 4062.857910
	Iteration 39Q: 3 clusters Score -2.405688e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102924 members 
Mstep: Class 2 contains 165709 members 
Entering Unmasked Estep 
Score: -24056966.000000 Penalty: 4062.857910
	Iteration 40F: 3 clusters Score -2.405697e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101504 members 
Mstep: Class 2 contains 167129 members 
Entering Unmasked Estep 
Score: -24057216.000000 Penalty: 4062.857910
	Iteration 41Q: 3 clusters Score -2.405722e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -24057450.000000 Penalty: 4062.857910
	Iteration 42Q: 3 clusters Score -2.405745e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -24057826.000000 Penalty: 4062.857910
	Iteration 43Q: 3 clusters Score -2.405783e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 171317 members 
Entering Unmasked Estep 
Score: -24058096.000000 Penalty: 4062.857910
	Iteration 44Q: 3 clusters Score -2.40581e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 172730 members 
Entering Unmasked Estep 
Score: -24058394.000000 Penalty: 4062.857910
	Iteration 45Q: 3 clusters Score -2.405839e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 174118 members 
Entering Unmasked Estep 
Score: -24058664.000000 Penalty: 4062.857910
	Iteration 46Q: 3 clusters Score -2.405866e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 175527 members 
Entering Unmasked Estep 
Score: -24059042.000000 Penalty: 4062.857910
	Iteration 47Q: 3 clusters Score -2.405904e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 176922 members 
Entering Unmasked Estep 
Score: -24059264.000000 Penalty: 4062.857910
	Iteration 48Q: 3 clusters Score -2.405926e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 178321 members 
Entering Unmasked Estep 
Score: -24059434.000000 Penalty: 4062.857910
	Iteration 49Q: 3 clusters Score -2.405943e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -24059744.000000 Penalty: 4062.857910
	Iteration 50Q: 3 clusters Score -2.405974e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 181170 members 
Entering Unmasked Estep 
Score: -24060014.000000 Penalty: 4062.857910
	Iteration 51Q: 3 clusters Score -2.406001e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 182742 members 
Entering Unmasked Estep 
Score: -24060356.000000 Penalty: 4062.857910
	Iteration 52Q: 3 clusters Score -2.406036e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84376 members 
Mstep: Class 2 contains 184257 members 
Entering Unmasked Estep 
Score: -24060760.000000 Penalty: 4062.857910
	Iteration 53Q: 3 clusters Score -2.406076e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 185776 members 
Entering Unmasked Estep 
Score: -24061002.000000 Penalty: 4062.857910
	Iteration 54Q: 3 clusters Score -2.4061e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 187329 members 
Entering Unmasked Estep 
Score: -24061426.000000 Penalty: 4062.857910
	Iteration 55Q: 3 clusters Score -2.406143e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 188830 members 
Entering Unmasked Estep 
Score: -24061818.000000 Penalty: 4062.857910
	Iteration 56Q: 3 clusters Score -2.406182e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 190372 members 
Entering Unmasked Estep 
Score: -24062238.000000 Penalty: 4062.857910
	Iteration 57Q: 3 clusters Score -2.406224e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 191933 members 
Entering Unmasked Estep 
Score: -24062854.000000 Penalty: 4062.857910
	Iteration 58Q: 3 clusters Score -2.406285e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 193550 members 
Entering Unmasked Estep 
Score: -24063468.000000 Penalty: 4062.857910
	Iteration 59Q: 3 clusters Score -2.406347e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -24064020.000000 Penalty: 4062.857910
	Iteration 60F: 3 clusters Score -2.406402e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 196705 members 
Entering Unmasked Estep 
Score: -24064640.000000 Penalty: 4062.857910
	Iteration 61Q: 3 clusters Score -2.406464e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 198294 members 
Entering Unmasked Estep 
Score: -24065280.000000 Penalty: 4062.857910
	Iteration 62Q: 3 clusters Score -2.406528e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 199884 members 
Entering Unmasked Estep 
Score: -24066278.000000 Penalty: 4062.857910
	Iteration 63Q: 3 clusters Score -2.406628e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 201489 members 
Entering Unmasked Estep 
Score: -24067306.000000 Penalty: 4062.857910
	Iteration 64Q: 3 clusters Score -2.406731e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 203152 members 
Entering Unmasked Estep 
Score: -24068346.000000 Penalty: 4062.857910
	Iteration 65Q: 3 clusters Score -2.406835e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 204859 members 
Entering Unmasked Estep 
Score: -24069520.000000 Penalty: 4062.857910
	Iteration 66Q: 3 clusters Score -2.406952e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 206531 members 
Entering Unmasked Estep 
Score: -24070994.000000 Penalty: 4062.857910
	Iteration 67Q: 3 clusters Score -2.407099e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 208215 members 
Entering Unmasked Estep 
Score: -24072200.000000 Penalty: 4062.857910
	Iteration 68Q: 3 clusters Score -2.40722e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 209713 members 
Entering Unmasked Estep 
Score: -24073506.000000 Penalty: 4062.857910
	Iteration 69Q: 3 clusters Score -2.407351e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 211112 members 
Entering Unmasked Estep 
Score: -24074648.000000 Penalty: 4062.857910
	Iteration 70Q: 3 clusters Score -2.407465e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 212329 members 
Entering Unmasked Estep 
Score: -24075726.000000 Penalty: 4062.857910
	Iteration 71Q: 3 clusters Score -2.407573e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 213374 members 
Entering Unmasked Estep 
Score: -24076736.000000 Penalty: 4062.857910
	Iteration 72Q: 3 clusters Score -2.407674e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 214280 members 
Entering Unmasked Estep 
Score: -24077430.000000 Penalty: 4062.857910
	Iteration 73Q: 3 clusters Score -2.407743e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 215051 members 
Entering Unmasked Estep 
Score: -24078224.000000 Penalty: 4062.857910
	Iteration 74Q: 3 clusters Score -2.407822e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 215734 members 
Entering Unmasked Estep 
Score: -24078762.000000 Penalty: 4062.857910
	Iteration 75Q: 3 clusters Score -2.407876e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 216365 members 
Entering Unmasked Estep 
Score: -24079266.000000 Penalty: 4062.857910
	Iteration 76Q: 3 clusters Score -2.407927e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 216967 members 
Entering Unmasked Estep 
Score: -24079710.000000 Penalty: 4062.857910
	Iteration 77Q: 3 clusters Score -2.407971e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 217609 members 
Entering Unmasked Estep 
Score: -24080030.000000 Penalty: 4062.857910
	Iteration 78Q: 3 clusters Score -2.408003e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 218173 members 
Entering Unmasked Estep 
Score: -24080340.000000 Penalty: 4062.857910
	Iteration 79Q: 3 clusters Score -2.408034e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 218702 members 
Entering Unmasked Estep 
Score: -24080678.000000 Penalty: 4062.857910
	Iteration 80F: 3 clusters Score -2.408068e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 219176 members 
Entering Unmasked Estep 
Score: -24080890.000000 Penalty: 4062.857910
	Iteration 81Q: 3 clusters Score -2.408089e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 219644 members 
Entering Unmasked Estep 
Score: -24080974.000000 Penalty: 4062.857910
	Iteration 82Q: 3 clusters Score -2.408097e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 220142 members 
Entering Unmasked Estep 
Score: -24081082.000000 Penalty: 4062.857910
	Iteration 83Q: 3 clusters Score -2.408108e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 220690 members 
Entering Unmasked Estep 
Score: -24081180.000000 Penalty: 4062.857910
	Iteration 84Q: 3 clusters Score -2.408118e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 221205 members 
Entering Unmasked Estep 
Score: -24081238.000000 Penalty: 4062.857910
	Iteration 85Q: 3 clusters Score -2.408124e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 221690 members 
Entering Unmasked Estep 
Score: -24081320.000000 Penalty: 4062.857910
	Iteration 86Q: 3 clusters Score -2.408132e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 222178 members 
Entering Unmasked Estep 
Score: -24081366.000000 Penalty: 4062.857910
	Iteration 87Q: 3 clusters Score -2.408137e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 222662 members 
Entering Unmasked Estep 
Score: -24081376.000000 Penalty: 4062.857910
	Iteration 88Q: 3 clusters Score -2.408138e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 223120 members 
Entering Unmasked Estep 
Score: -24081428.000000 Penalty: 4062.857910
	Iteration 89Q: 3 clusters Score -2.408143e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 223600 members 
Entering Unmasked Estep 
Score: -24081444.000000 Penalty: 4062.857910
	Iteration 90Q: 3 clusters Score -2.408144e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 224104 members 
Entering Unmasked Estep 
Score: -24081480.000000 Penalty: 4062.857910
	Iteration 91Q: 3 clusters Score -2.408148e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 224609 members 
Entering Unmasked Estep 
Score: -24081602.000000 Penalty: 4062.857910
	Iteration 92Q: 3 clusters Score -2.40816e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 225156 members 
Entering Unmasked Estep 
Score: -24081594.000000 Penalty: 4062.857910
	Iteration 93Q: 3 clusters Score -2.408159e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 225723 members 
Entering Unmasked Estep 
Score: -24081574.000000 Penalty: 4062.857910
	Iteration 94Q: 3 clusters Score -2.408157e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 226284 members 
Entering Unmasked Estep 
Score: -24081624.000000 Penalty: 4062.857910
	Iteration 95Q: 3 clusters Score -2.408162e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 226834 members 
Entering Unmasked Estep 
Score: -24081626.000000 Penalty: 4062.857910
	Iteration 96Q: 3 clusters Score -2.408163e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 227398 members 
Entering Unmasked Estep 
Score: -24081694.000000 Penalty: 4062.857910
	Iteration 97Q: 3 clusters Score -2.408169e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 227966 members 
Entering Unmasked Estep 
Score: -24081692.000000 Penalty: 4062.857910
	Iteration 98Q: 3 clusters Score -2.408169e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 228547 members 
Entering Unmasked Estep 
Score: -24081814.000000 Penalty: 4062.857910
	Iteration 99Q: 3 clusters Score -2.408181e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 229147 members 
Entering Unmasked Estep 
Score: -24081838.000000 Penalty: 4062.857910
	Iteration 100F: 3 clusters Score -2.408184e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 229741 members 
Entering Unmasked Estep 
Score: -24081868.000000 Penalty: 4062.857910
	Iteration 101Q: 3 clusters Score -2.408187e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 230319 members 
Entering Unmasked Estep 
Score: -24081922.000000 Penalty: 4062.857910
	Iteration 102Q: 3 clusters Score -2.408192e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 230885 members 
Entering Unmasked Estep 
Score: -24081940.000000 Penalty: 4062.857910
	Iteration 103Q: 3 clusters Score -2.408194e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 231442 members 
Entering Unmasked Estep 
Score: -24082018.000000 Penalty: 4062.857910
	Iteration 104Q: 3 clusters Score -2.408202e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 232021 members 
Entering Unmasked Estep 
Score: -24082044.000000 Penalty: 4062.857910
	Iteration 105Q: 3 clusters Score -2.408204e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 232581 members 
Entering Unmasked Estep 
Score: -24082052.000000 Penalty: 4062.857910
	Iteration 106Q: 3 clusters Score -2.408205e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 233105 members 
Entering Unmasked Estep 
Score: -24082086.000000 Penalty: 4062.857910
	Iteration 107Q: 3 clusters Score -2.408209e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 233636 members 
Entering Unmasked Estep 
Score: -24082158.000000 Penalty: 4062.857910
	Iteration 108Q: 3 clusters Score -2.408216e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 234141 members 
Entering Unmasked Estep 
Score: -24082244.000000 Penalty: 4062.857910
	Iteration 109Q: 3 clusters Score -2.408224e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 234658 members 
Entering Unmasked Estep 
Score: -24082268.000000 Penalty: 4062.857910
	Iteration 110Q: 3 clusters Score -2.408227e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 235158 members 
Entering Unmasked Estep 
Score: -24082276.000000 Penalty: 4062.857910
	Iteration 111Q: 3 clusters Score -2.408228e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 235677 members 
Entering Unmasked Estep 
Score: -24082296.000000 Penalty: 4062.857910
	Iteration 112Q: 3 clusters Score -2.40823e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 236201 members 
Entering Unmasked Estep 
Score: -24082304.000000 Penalty: 4062.857910
	Iteration 113Q: 3 clusters Score -2.40823e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 236738 members 
Entering Unmasked Estep 
Score: -24082360.000000 Penalty: 4062.857910
	Iteration 114Q: 3 clusters Score -2.408236e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 237307 members 
Entering Unmasked Estep 
Score: -24082368.000000 Penalty: 4062.857910
	Iteration 115Q: 3 clusters Score -2.408237e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 237864 members 
Entering Unmasked Estep 
Score: -24082432.000000 Penalty: 4062.857910
	Iteration 116Q: 3 clusters Score -2.408243e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 238448 members 
Entering Unmasked Estep 
Score: -24082526.000000 Penalty: 4062.857910
	Iteration 117Q: 3 clusters Score -2.408253e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 239043 members 
Entering Unmasked Estep 
Score: -24082604.000000 Penalty: 4062.857910
	Iteration 118Q: 3 clusters Score -2.40826e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 239664 members 
Entering Unmasked Estep 
Score: -24082634.000000 Penalty: 4062.857910
	Iteration 119Q: 3 clusters Score -2.408263e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 240278 members 
Entering Unmasked Estep 
Score: -24082690.000000 Penalty: 4062.857910
	Iteration 120F: 3 clusters Score -2.408269e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 240914 members 
Entering Unmasked Estep 
Score: -24082730.000000 Penalty: 4062.857910
	Iteration 121Q: 3 clusters Score -2.408273e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 241556 members 
Entering Unmasked Estep 
Score: -24082878.000000 Penalty: 4062.857910
	Iteration 122Q: 3 clusters Score -2.408288e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 242220 members 
Entering Unmasked Estep 
Score: -24082972.000000 Penalty: 4062.857910
	Iteration 123Q: 3 clusters Score -2.408297e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 242936 members 
Entering Unmasked Estep 
Score: -24083058.000000 Penalty: 4062.857910
	Iteration 124Q: 3 clusters Score -2.408306e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 243681 members 
Entering Unmasked Estep 
Score: -24083128.000000 Penalty: 4062.857910
	Iteration 125Q: 3 clusters Score -2.408313e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 244464 members 
Entering Unmasked Estep 
Score: -24083214.000000 Penalty: 4062.857910
	Iteration 126Q: 3 clusters Score -2.408321e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 245288 members 
Entering Unmasked Estep 
Score: -24083434.000000 Penalty: 4062.857910
	Iteration 127Q: 3 clusters Score -2.408343e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 246097 members 
Entering Unmasked Estep 
Score: -24083574.000000 Penalty: 4062.857910
	Iteration 128Q: 3 clusters Score -2.408357e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 246913 members 
Entering Unmasked Estep 
Score: -24083646.000000 Penalty: 4062.857910
	Iteration 129Q: 3 clusters Score -2.408365e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 247755 members 
Entering Unmasked Estep 
Score: -24083818.000000 Penalty: 4062.857910
	Iteration 130Q: 3 clusters Score -2.408382e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 248589 members 
Entering Unmasked Estep 
Score: -24083966.000000 Penalty: 4062.857910
	Iteration 131Q: 3 clusters Score -2.408397e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 249400 members 
Entering Unmasked Estep 
Score: -24084136.000000 Penalty: 4062.857910
	Iteration 132Q: 3 clusters Score -2.408414e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 250160 members 
Entering Unmasked Estep 
Score: -24084244.000000 Penalty: 4062.857910
	Iteration 133Q: 3 clusters Score -2.408424e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 250941 members 
Entering Unmasked Estep 
Score: -24084460.000000 Penalty: 4062.857910
	Iteration 134Q: 3 clusters Score -2.408446e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 251702 members 
Entering Unmasked Estep 
Score: -24084680.000000 Penalty: 4062.857910
	Iteration 135Q: 3 clusters Score -2.408468e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 252448 members 
Entering Unmasked Estep 
Score: -24084934.000000 Penalty: 4062.857910
	Iteration 136Q: 3 clusters Score -2.408493e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 253165 members 
Entering Unmasked Estep 
Score: -24085142.000000 Penalty: 4062.857910
	Iteration 137Q: 3 clusters Score -2.408514e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 253837 members 
Entering Unmasked Estep 
Score: -24085304.000000 Penalty: 4062.857910
	Iteration 138Q: 3 clusters Score -2.40853e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 254520 members 
Entering Unmasked Estep 
Score: -24085472.000000 Penalty: 4062.857910
	Iteration 139Q: 3 clusters Score -2.408547e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 255174 members 
Entering Unmasked Estep 
Score: -24085666.000000 Penalty: 4062.857910
	Iteration 140F: 3 clusters Score -2.408567e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 255796 members 
Entering Unmasked Estep 
Score: -24085898.000000 Penalty: 4062.857910
	Iteration 141Q: 3 clusters Score -2.40859e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 256403 members 
Entering Unmasked Estep 
Score: -24086140.000000 Penalty: 4062.857910
	Iteration 142Q: 3 clusters Score -2.408614e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 257038 members 
Entering Unmasked Estep 
Score: -24086290.000000 Penalty: 4062.857910
	Iteration 143Q: 3 clusters Score -2.408629e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 257640 members 
Entering Unmasked Estep 
Score: -24086550.000000 Penalty: 4062.857910
	Iteration 144Q: 3 clusters Score -2.408655e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 258240 members 
Entering Unmasked Estep 
Score: -24086796.000000 Penalty: 4062.857910
	Iteration 145Q: 3 clusters Score -2.40868e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 258764 members 
Entering Unmasked Estep 
Score: -24086990.000000 Penalty: 4062.857910
	Iteration 146Q: 3 clusters Score -2.408699e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 259247 members 
Entering Unmasked Estep 
Score: -24087068.000000 Penalty: 4062.857910
	Iteration 147Q: 3 clusters Score -2.408707e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 259692 members 
Entering Unmasked Estep 
Score: -24087202.000000 Penalty: 4062.857910
	Iteration 148Q: 3 clusters Score -2.40872e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 260088 members 
Entering Unmasked Estep 
Score: -24087382.000000 Penalty: 4062.857910
	Iteration 149Q: 3 clusters Score -2.408738e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 260452 members 
Entering Unmasked Estep 
Score: -24087508.000000 Penalty: 4062.857910
	Iteration 150Q: 3 clusters Score -2.408751e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 260792 members 
Entering Unmasked Estep 
Score: -24087556.000000 Penalty: 4062.857910
	Iteration 151Q: 3 clusters Score -2.408756e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 261139 members 
Entering Unmasked Estep 
Score: -24087658.000000 Penalty: 4062.857910
	Iteration 152Q: 3 clusters Score -2.408766e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 261465 members 
Entering Unmasked Estep 
Score: -24087760.000000 Penalty: 4062.857910
	Iteration 153Q: 3 clusters Score -2.408776e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 261784 members 
Entering Unmasked Estep 
Score: -24087870.000000 Penalty: 4062.857910
	Iteration 154Q: 3 clusters Score -2.408787e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 262075 members 
Entering Unmasked Estep 
Score: -24087912.000000 Penalty: 4062.857910
	Iteration 155Q: 3 clusters Score -2.408791e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 262353 members 
Entering Unmasked Estep 
Score: -24087992.000000 Penalty: 4062.857910
	Iteration 156Q: 3 clusters Score -2.408799e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 262592 members 
Entering Unmasked Estep 
Score: -24088066.000000 Penalty: 4062.857910
	Iteration 157Q: 3 clusters Score -2.408807e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 262813 members 
Entering Unmasked Estep 
Score: -24088124.000000 Penalty: 4062.857910
	Iteration 158Q: 3 clusters Score -2.408812e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 262979 members 
Entering Unmasked Estep 
Score: -24088144.000000 Penalty: 4062.857910
	Iteration 159Q: 3 clusters Score -2.408814e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 263115 members 
Entering Unmasked Estep 
Score: -24088168.000000 Penalty: 4062.857910
	Iteration 160F: 3 clusters Score -2.408817e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 263236 members 
Entering Unmasked Estep 
Score: -24088200.000000 Penalty: 4062.857910
	Iteration 161Q: 3 clusters Score -2.40882e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 263344 members 
Entering Unmasked Estep 
Score: -24088196.000000 Penalty: 4062.857910
	Iteration 162Q: 3 clusters Score -2.40882e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 263460 members 
Entering Unmasked Estep 
Score: -24088230.000000 Penalty: 4062.857910
	Iteration 163Q: 3 clusters Score -2.408823e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 263560 members 
Entering Unmasked Estep 
Score: -24088284.000000 Penalty: 4062.857910
	Iteration 164Q: 3 clusters Score -2.408828e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 263667 members 
Entering Unmasked Estep 
Score: -24088292.000000 Penalty: 4062.857910
	Iteration 165Q: 3 clusters Score -2.408829e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 263764 members 
Entering Unmasked Estep 
Score: -24088310.000000 Penalty: 4062.857910
	Iteration 166Q: 3 clusters Score -2.408831e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 263866 members 
Entering Unmasked Estep 
Score: -24088334.000000 Penalty: 4062.857910
	Iteration 167Q: 3 clusters Score -2.408833e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 263975 members 
Entering Unmasked Estep 
Score: -24088352.000000 Penalty: 4062.857910
	Iteration 168Q: 3 clusters Score -2.408835e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 264066 members 
Entering Unmasked Estep 
Score: -24088370.000000 Penalty: 4062.857910
	Iteration 169Q: 3 clusters Score -2.408837e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 264144 members 
Entering Unmasked Estep 
Score: -24088396.000000 Penalty: 4062.857910
	Iteration 170Q: 3 clusters Score -2.40884e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 264229 members 
Entering Unmasked Estep 
Score: -24088408.000000 Penalty: 4062.857910
	Iteration 171Q: 3 clusters Score -2.408841e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 264300 members 
Entering Unmasked Estep 
Score: -24088442.000000 Penalty: 4062.857910
	Iteration 172Q: 3 clusters Score -2.408844e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 264368 members 
Entering Unmasked Estep 
Score: -24088430.000000 Penalty: 4062.857910
	Iteration 173Q: 3 clusters Score -2.408843e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 264418 members 
Entering Unmasked Estep 
Score: -24088448.000000 Penalty: 4062.857910
	Iteration 174Q: 3 clusters Score -2.408845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 264471 members 
Entering Unmasked Estep 
Score: -24088456.000000 Penalty: 4062.857910
	Iteration 175Q: 3 clusters Score -2.408846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 264519 members 
Entering Unmasked Estep 
Score: -24088460.000000 Penalty: 4062.857910
	Iteration 176Q: 3 clusters Score -2.408846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 264565 members 
Entering Unmasked Estep 
Score: -24088456.000000 Penalty: 4062.857910
	Iteration 177Q: 3 clusters Score -2.408846e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 264608 members 
Entering Unmasked Estep 
Score: -24088466.000000 Penalty: 4062.857910
	Iteration 178Q: 3 clusters Score -2.408847e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 264666 members 
Entering Unmasked Estep 
Score: -24088476.000000 Penalty: 4062.857910
	Iteration 179Q: 3 clusters Score -2.408848e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 264720 members 
Entering Unmasked Estep 
Score: -24088470.000000 Penalty: 4062.857910
	Iteration 180F: 3 clusters Score -2.408847e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 264771 members 
Entering Unmasked Estep 
Score: -24088478.000000 Penalty: 4062.857910
	Iteration 181Q: 3 clusters Score -2.408848e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 264837 members 
Entering Unmasked Estep 
Score: -24088494.000000 Penalty: 4062.857910
	Iteration 182Q: 3 clusters Score -2.408849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 264900 members 
Entering Unmasked Estep 
Score: -24088502.000000 Penalty: 4062.857910
	Iteration 183Q: 3 clusters Score -2.40885e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 264953 members 
Entering Unmasked Estep 
Score: -24088534.000000 Penalty: 4062.857910
	Iteration 184Q: 3 clusters Score -2.408853e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 265011 members 
Entering Unmasked Estep 
Score: -24088554.000000 Penalty: 4062.857910
	Iteration 185Q: 3 clusters Score -2.408855e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 265071 members 
Entering Unmasked Estep 
Score: -24088544.000000 Penalty: 4062.857910
	Iteration 186Q: 3 clusters Score -2.408854e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 265124 members 
Entering Unmasked Estep 
Score: -24088548.000000 Penalty: 4062.857910
	Iteration 187Q: 3 clusters Score -2.408855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 265156 members 
Entering Unmasked Estep 
Score: -24088570.000000 Penalty: 4062.857910
	Iteration 188Q: 3 clusters Score -2.408857e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 265183 members 
Entering Unmasked Estep 
Score: -24088576.000000 Penalty: 4062.857910
	Iteration 189Q: 3 clusters Score -2.408858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 265214 members 
Entering Unmasked Estep 
Score: -24088590.000000 Penalty: 4062.857910
	Iteration 190Q: 3 clusters Score -2.408859e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 265242 members 
Entering Unmasked Estep 
Score: -24088606.000000 Penalty: 4062.857910
	Iteration 191Q: 3 clusters Score -2.408861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 265264 members 
Entering Unmasked Estep 
Score: -24088602.000000 Penalty: 4062.857910
	Iteration 192Q: 3 clusters Score -2.40886e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 265283 members 
Entering Unmasked Estep 
Score: -24088580.000000 Penalty: 4062.857910
	Iteration 193Q: 3 clusters Score -2.408858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 265303 members 
Entering Unmasked Estep 
Score: -24088588.000000 Penalty: 4062.857910
	Iteration 194Q: 3 clusters Score -2.408859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 265317 members 
Entering Unmasked Estep 
Score: -24088606.000000 Penalty: 4062.857910
	Iteration 195Q: 3 clusters Score -2.408861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 265338 members 
Entering Unmasked Estep 
Score: -24088616.000000 Penalty: 4062.857910
	Iteration 196Q: 3 clusters Score -2.408862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 265353 members 
Entering Unmasked Estep 
Score: -24088608.000000 Penalty: 4062.857910
	Iteration 197Q: 3 clusters Score -2.408861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 265368 members 
Entering Unmasked Estep 
Score: -24088604.000000 Penalty: 4062.857910
	Iteration 198Q: 3 clusters Score -2.40886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 265380 members 
Entering Unmasked Estep 
Score: -24088612.000000 Penalty: 4062.857910
	Iteration 199Q: 3 clusters Score -2.408861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 265389 members 
Entering Unmasked Estep 
Score: -24088630.000000 Penalty: 4062.857910
	Iteration 200F: 3 clusters Score -2.408863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 265399 members 
Entering Unmasked Estep 
Score: -24088602.000000 Penalty: 4062.857910
	Iteration 201Q: 3 clusters Score -2.40886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 265420 members 
Entering Unmasked Estep 
Score: -24088606.000000 Penalty: 4062.857910
	Iteration 202Q: 3 clusters Score -2.408861e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 265441 members 
Entering Unmasked Estep 
Score: -24088600.000000 Penalty: 4062.857910
	Iteration 203Q: 3 clusters Score -2.40886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 265454 members 
Entering Unmasked Estep 
Score: -24088608.000000 Penalty: 4062.857910
	Iteration 204Q: 3 clusters Score -2.408861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 265469 members 
Entering Unmasked Estep 
Score: -24088616.000000 Penalty: 4062.857910
	Iteration 205Q: 3 clusters Score -2.408862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 265484 members 
Entering Unmasked Estep 
Score: -24088630.000000 Penalty: 4062.857910
	Iteration 206Q: 3 clusters Score -2.408863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 265500 members 
Entering Unmasked Estep 
Score: -24088624.000000 Penalty: 4062.857910
	Iteration 207Q: 3 clusters Score -2.408862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 265512 members 
Entering Unmasked Estep 
Score: -24088628.000000 Penalty: 4062.857910
	Iteration 208Q: 3 clusters Score -2.408863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 265529 members 
Entering Unmasked Estep 
Score: -24088632.000000 Penalty: 4062.857910
	Iteration 209Q: 3 clusters Score -2.408863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 265549 members 
Entering Unmasked Estep 
Score: -24088648.000000 Penalty: 4062.857910
	Iteration 210Q: 3 clusters Score -2.408865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 265571 members 
Entering Unmasked Estep 
Score: -24088634.000000 Penalty: 4062.857910
	Iteration 211Q: 3 clusters Score -2.408863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 265591 members 
Entering Unmasked Estep 
Score: -24088650.000000 Penalty: 4062.857910
	Iteration 212Q: 3 clusters Score -2.408865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 265605 members 
Entering Unmasked Estep 
Score: -24088640.000000 Penalty: 4062.857910
	Iteration 213Q: 3 clusters Score -2.408864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 265615 members 
Entering Unmasked Estep 
Score: -24088656.000000 Penalty: 4062.857910
	Iteration 214Q: 3 clusters Score -2.408866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 265628 members 
Entering Unmasked Estep 
Score: -24088654.000000 Penalty: 4062.857910
	Iteration 215Q: 3 clusters Score -2.408865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 265639 members 
Entering Unmasked Estep 
Score: -24088642.000000 Penalty: 4062.857910
	Iteration 216Q: 3 clusters Score -2.408864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 265645 members 
Entering Unmasked Estep 
Score: -24088664.000000 Penalty: 4062.857910
	Iteration 217Q: 3 clusters Score -2.408866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 265658 members 
Entering Unmasked Estep 
Score: -24088672.000000 Penalty: 4062.857910
	Iteration 218Q: 3 clusters Score -2.408867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 265661 members 
Entering Unmasked Estep 
Score: -24088682.000000 Penalty: 4062.857910
	Iteration 219Q: 3 clusters Score -2.408868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 265663 members 
Entering Unmasked Estep 
Score: -24088682.000000 Penalty: 4062.857910
	Iteration 220F: 3 clusters Score -2.408868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 265667 members 
Entering Unmasked Estep 
Score: -24088698.000000 Penalty: 4062.857910
	Iteration 221Q: 3 clusters Score -2.40887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 265670 members 
Entering Unmasked Estep 
Score: -24088692.000000 Penalty: 4062.857910
	Iteration 222Q: 3 clusters Score -2.408869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 265671 members 
Entering Unmasked Estep 
Score: -24088698.000000 Penalty: 4062.857910
	Iteration 223Q: 3 clusters Score -2.40887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 265673 members 
Entering Unmasked Estep 
Score: -24088698.000000 Penalty: 4062.857910
	Iteration 224Q: 3 clusters Score -2.40887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 265676 members 
Entering Unmasked Estep 
Score: -24088706.000000 Penalty: 4062.857910
	Iteration 225Q: 3 clusters Score -2.408871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 265678 members 
Entering Unmasked Estep 
Score: -24088702.000000 Penalty: 4062.857910
	Iteration 226Q: 3 clusters Score -2.40887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 265679 members 
Entering Unmasked Estep 
Score: -24088696.000000 Penalty: 4062.857910
	Iteration 227Q: 3 clusters Score -2.40887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 265680 members 
Entering Unmasked Estep 
Score: -24088710.000000 Penalty: 4062.857910
	Iteration 228Q: 3 clusters Score -2.408871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 265681 members 
Entering Unmasked Estep 
Score: -24088700.000000 Penalty: 4062.857910
	Iteration 229Q: 3 clusters Score -2.40887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 265681 members 
Entering Unmasked Estep 
Score: -24088700.000000 Penalty: 4062.857910
	Iteration 230F: 3 clusters Score -2.40887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 68181 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 5 contains 61749 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18423 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 7089 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 14 contains 13428 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 18 contains 24718 members 
Mstep: Class 19 contains 3012 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 268633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691668.000000 Penalty: 38525.945312
Iteration 79Q: 19 clusters Score -4.569167e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 68161 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 5 contains 62059 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18415 members 
Mstep: Class 8 contains 12630 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 14 contains 13422 members 
Mstep: Class 16 contains 4163 members 
Mstep: Class 18 contains 24676 members 
Mstep: Class 19 contains 3010 members 
Mstep: Class 21 contains 13249 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 268594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691724.000000 Penalty: 38525.945312
Iteration 80F: 19 clusters Score -4.569172e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 68148 members 
Mstep: Class 3 contains 9345 members 
Mstep: Class 5 contains 62395 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18414 members 
Mstep: Class 8 contains 12620 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 6742 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 14 contains 13415 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 18 contains 24630 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 268508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691752.000000 Penalty: 38525.945312
Iteration 81Q: 19 clusters Score -4.569175e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 68122 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 5 contains 62697 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18413 members 
Mstep: Class 8 contains 12614 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 3214 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 18 contains 24593 members 
Mstep: Class 19 contains 3002 members 
Mstep: Class 21 contains 13289 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 268430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691760.000000 Penalty: 38525.945312
Iteration 82Q: 19 clusters Score -4.569176e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 68109 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 5 contains 62976 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18408 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 3198 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 14 contains 13403 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 18 contains 24567 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 21 contains 13315 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 268336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45691924.000000 Penalty: 38525.945312
Iteration 83Q: 19 clusters Score -4.569192e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 68088 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 5 contains 63241 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18403 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 3185 members 
Mstep: Class 11 contains 6374 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 14 contains 13396 members 
Mstep: Class 16 contains 4153 members 
Mstep: Class 18 contains 24535 members 
Mstep: Class 19 contains 2984 members 
Mstep: Class 21 contains 13344 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 268232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 19 clusters Score -4.569199e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 68065 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 5 contains 63455 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 12628 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 3165 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 14 contains 13395 members 
Mstep: Class 16 contains 4153 members 
Mstep: Class 18 contains 24506 members 
Mstep: Class 19 contains 2980 members 
Mstep: Class 21 contains 13366 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 268166 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -4.569208e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 68029 members 
Mstep: Class 3 contains 9337 members 
Mstep: Class 5 contains 63655 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18412 members 
Mstep: Class 8 contains 12629 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 3153 members 
Mstep: Class 11 contains 6187 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 14 contains 13388 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 18 contains 24472 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 21 contains 13401 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 268111 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -4.569212e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 67992 members 
Mstep: Class 3 contains 9330 members 
Mstep: Class 5 contains 63871 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18412 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 14 contains 13384 members 
Mstep: Class 16 contains 4154 members 
Mstep: Class 18 contains 24446 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 21 contains 13436 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 268052 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 19 clusters Score -4.569213e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 67973 members 
Mstep: Class 3 contains 9324 members 
Mstep: Class 5 contains 64091 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18416 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 2206 members 
Mstep: Class 10 contains 3131 members 
Mstep: Class 11 contains 5981 members 
Mstep: Class 12 contains 1513 members 
Mstep: Class 14 contains 13383 members 
Mstep: Class 16 contains 4155 members 
Mstep: Class 18 contains 24430 members 
Mstep: Class 19 contains 2951 members 
Mstep: Class 21 contains 13462 members 
Mstep: Class 22 contains 3083 members 
Mstep: Class 23 contains 267995 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -4.569224e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 67934 members 
Mstep: Class 3 contains 9314 members 
Mstep: Class 5 contains 64335 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18417 members 
Mstep: Class 8 contains 12642 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 14 contains 13382 members 
Mstep: Class 16 contains 4155 members 
Mstep: Class 18 contains 24406 members 
Mstep: Class 19 contains 2941 members 
Mstep: Class 21 contains 13487 members 
Mstep: Class 22 contains 3080 members 
Mstep: Class 23 contains 267934 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -4.569233e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 67903 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 5 contains 64580 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18422 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 2201 members 
Mstep: Class 10 contains 3120 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 13383 members 
Mstep: Class 16 contains 4153 members 
Mstep: Class 18 contains 24374 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 21 contains 13506 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 267872 members 
Entering Unmasked Estep 
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Iteration 90Q: 19 clusters Score -4.569235e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 67866 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 5 contains 64816 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18428 members 
Mstep: Class 8 contains 12643 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 5652 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 18 contains 24332 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 21 contains 13529 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 267805 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -4.569244e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 67833 members 
Mstep: Class 3 contains 9316 members 
Mstep: Class 5 contains 65079 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18424 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4151 members 
Mstep: Class 18 contains 24275 members 
Mstep: Class 19 contains 2926 members 
Mstep: Class 21 contains 13551 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 267720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 19 clusters Score -4.569239e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 67782 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 5 contains 65371 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18415 members 
Mstep: Class 8 contains 12639 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 18 contains 24211 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 21 contains 13572 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 267645 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -4.569239e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 67735 members 
Mstep: Class 3 contains 9320 members 
Mstep: Class 5 contains 65644 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18409 members 
Mstep: Class 8 contains 12636 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 18 contains 24164 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 21 contains 13589 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 267566 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -4.569247e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 67677 members 
Mstep: Class 3 contains 9322 members 
Mstep: Class 5 contains 65944 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18398 members 
Mstep: Class 8 contains 12632 members 
Mstep: Class 9 contains 2175 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 5336 members 
Mstep: Class 12 contains 1495 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 18 contains 24121 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 21 contains 13603 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 267479 members 
Entering Unmasked Estep 
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Iteration 95Q: 19 clusters Score -4.569248e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 67622 members 
Mstep: Class 3 contains 9326 members 
Mstep: Class 5 contains 66247 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18386 members 
Mstep: Class 8 contains 12637 members 
Mstep: Class 9 contains 2164 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 1494 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 18 contains 24065 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 21 contains 13616 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 267371 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -4.569263e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 67578 members 
Mstep: Class 3 contains 9327 members 
Mstep: Class 5 contains 66508 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18382 members 
Mstep: Class 8 contains 12638 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 18 contains 24023 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 21 contains 13633 members 
Mstep: Class 22 contains 3039 members 
Mstep: Class 23 contains 267275 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -4.56927e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 67551 members 
Mstep: Class 3 contains 9328 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 12640 members 
Mstep: Class 9 contains 2147 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4145 members 
Mstep: Class 18 contains 23981 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 21 contains 13649 members 
Mstep: Class 22 contains 3033 members 
Mstep: Class 23 contains 267200 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -4.56927e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 67521 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 5 contains 66963 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18377 members 
Mstep: Class 8 contains 12645 members 
Mstep: Class 9 contains 2142 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 1499 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 18 contains 23933 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 21 contains 13665 members 
Mstep: Class 22 contains 3029 members 
Mstep: Class 23 contains 267111 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -4.569278e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 67499 members 
Mstep: Class 3 contains 9318 members 
Mstep: Class 5 contains 67187 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18368 members 
Mstep: Class 8 contains 12647 members 
Mstep: Class 9 contains 2136 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4126 members 
Mstep: Class 18 contains 23885 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 21 contains 13668 members 
Mstep: Class 22 contains 3025 members 
Mstep: Class 23 contains 267034 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -4.56927e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 67473 members 
Mstep: Class 3 contains 9313 members 
Mstep: Class 5 contains 67390 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18367 members 
Mstep: Class 8 contains 12646 members 
Mstep: Class 9 contains 2128 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4122 members 
Mstep: Class 18 contains 23837 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 21 contains 13672 members 
Mstep: Class 22 contains 3021 members 
Mstep: Class 23 contains 266950 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -4.569286e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 67447 members 
Mstep: Class 3 contains 9312 members 
Mstep: Class 5 contains 67582 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 12649 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 18 contains 23797 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 21 contains 13677 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 266864 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -4.569289e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 67414 members 
Mstep: Class 3 contains 9311 members 
Mstep: Class 5 contains 67768 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18365 members 
Mstep: Class 8 contains 12652 members 
Mstep: Class 9 contains 2108 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 18 contains 23761 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 21 contains 13683 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 266783 members 
Entering Unmasked Estep 
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Iteration 103Q: 19 clusters Score -4.569299e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 67391 members 
Mstep: Class 3 contains 9310 members 
Mstep: Class 5 contains 67907 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18369 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 2100 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 4970 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 14 contains 13374 members 
Mstep: Class 16 contains 4117 members 
Mstep: Class 18 contains 23736 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 21 contains 13688 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 266704 members 
Entering Unmasked Estep 
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Iteration 104Q: 19 clusters Score -4.569303e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 67364 members 
Mstep: Class 3 contains 9308 members 
Mstep: Class 5 contains 68015 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4118 members 
Mstep: Class 18 contains 23722 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 21 contains 13691 members 
Mstep: Class 22 contains 3011 members 
Mstep: Class 23 contains 266628 members 
Entering Unmasked Estep 
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Iteration 105Q: 19 clusters Score -4.569313e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 67355 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 5 contains 68106 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 3057 members 
Mstep: Class 11 contains 4990 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 14 contains 13372 members 
Mstep: Class 16 contains 4119 members 
Mstep: Class 18 contains 23716 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 21 contains 13695 members 
Mstep: Class 22 contains 3010 members 
Mstep: Class 23 contains 266557 members 
Entering Unmasked Estep 
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Iteration 106Q: 19 clusters Score -4.569321e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 67345 members 
Mstep: Class 3 contains 9308 members 
Mstep: Class 5 contains 68208 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 14 contains 13371 members 
Mstep: Class 16 contains 4117 members 
Mstep: Class 18 contains 23699 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 266476 members 
Entering Unmasked Estep 
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Iteration 107Q: 19 clusters Score -4.569324e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 67327 members 
Mstep: Class 3 contains 9304 members 
Mstep: Class 5 contains 68293 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 16 contains 4117 members 
Mstep: Class 18 contains 23692 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 21 contains 13706 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 266421 members 
Entering Unmasked Estep 
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Iteration 108Q: 19 clusters Score -4.569334e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 67308 members 
Mstep: Class 3 contains 9298 members 
Mstep: Class 5 contains 68390 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12657 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 16 contains 4114 members 
Mstep: Class 18 contains 23682 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 21 contains 13716 members 
Mstep: Class 22 contains 3010 members 
Mstep: Class 23 contains 266353 members 
Entering Unmasked Estep 
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Iteration 109Q: 19 clusters Score -4.569337e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67284 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 5 contains 68468 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18379 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 14 contains 13372 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 18 contains 23675 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 21 contains 13730 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 266295 members 
Entering Unmasked Estep 
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Iteration 110Q: 19 clusters Score -4.569331e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 67268 members 
Mstep: Class 3 contains 9293 members 
Mstep: Class 5 contains 68530 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18385 members 
Mstep: Class 8 contains 12660 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4110 members 
Mstep: Class 18 contains 23672 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 21 contains 13740 members 
Mstep: Class 22 contains 3006 members 
Mstep: Class 23 contains 266245 members 
Entering Unmasked Estep 
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Iteration 111Q: 19 clusters Score -4.569326e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 5 contains 68584 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18385 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 16 contains 4109 members 
Mstep: Class 18 contains 23664 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 21 contains 13743 members 
Mstep: Class 22 contains 3004 members 
Mstep: Class 23 contains 266202 members 
Entering Unmasked Estep 
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Iteration 112Q: 19 clusters Score -4.569323e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67252 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 5 contains 68621 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18380 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 5038 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 18 contains 23656 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 21 contains 13747 members 
Mstep: Class 22 contains 3003 members 
Mstep: Class 23 contains 266186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693268.000000 Penalty: 38525.945312
Iteration 113Q: 19 clusters Score -4.569327e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67245 members 
Mstep: Class 3 contains 9290 members 
Mstep: Class 5 contains 68658 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18377 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 5045 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 18 contains 23647 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 21 contains 13749 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 266169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693368.000000 Penalty: 38525.945312
Iteration 114Q: 19 clusters Score -4.569337e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67229 members 
Mstep: Class 3 contains 9287 members 
Mstep: Class 5 contains 68697 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 5042 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 18 contains 23646 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13749 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 266165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693300.000000 Penalty: 38525.945312
Iteration 115Q: 19 clusters Score -4.56933e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67223 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 5 contains 68728 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 18 contains 23645 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13750 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 266149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693300.000000 Penalty: 38525.945312
Iteration 116Q: 19 clusters Score -4.56933e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67209 members 
Mstep: Class 3 contains 9286 members 
Mstep: Class 5 contains 68758 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18370 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 18 contains 23651 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13753 members 
Mstep: Class 22 contains 2996 members 
Mstep: Class 23 contains 266137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693280.000000 Penalty: 38525.945312
Iteration 117Q: 19 clusters Score -4.569328e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67204 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 5 contains 68788 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18369 members 
Mstep: Class 8 contains 12661 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 5038 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 18 contains 23651 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13754 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 266127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693316.000000 Penalty: 38525.945312
Iteration 118Q: 19 clusters Score -4.569332e+07 nChanged 63
Entering ConstructFrom: 
Score: -45693316.000000 Penalty: 38525.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Entering Unmasked Estep 
Score: -743740.312500 Penalty: 1466.812378
	Iteration 0F: 2 clusters Score -743740.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -737600.812500 Penalty: 2933.624756
	Iteration 0F: 3 clusters Score -737600.8 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -739734.187500 Penalty: 2933.624756
	Iteration 1F: 3 clusters Score -739734.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -740140.375000 Penalty: 2933.624756
	Iteration 2F: 3 clusters Score -740140.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -740497.750000 Penalty: 2933.624756
	Iteration 3F: 3 clusters Score -740497.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -740798.625000 Penalty: 2933.624756
	Iteration 4F: 3 clusters Score -740798.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -741121.250000 Penalty: 2933.624756
	Iteration 5F: 3 clusters Score -741121.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -741422.625000 Penalty: 2933.624756
	Iteration 6Q: 3 clusters Score -741422.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -741670.187500 Penalty: 2933.624756
	Iteration 7Q: 3 clusters Score -741670.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -741851.437500 Penalty: 2933.624756
	Iteration 8Q: 3 clusters Score -741851.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -741972.062500 Penalty: 2933.624756
	Iteration 9Q: 3 clusters Score -741972.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -742060.375000 Penalty: 2933.624756
	Iteration 10Q: 3 clusters Score -742060.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -742125.625000 Penalty: 2933.624756
	Iteration 11Q: 3 clusters Score -742125.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -742178.187500 Penalty: 2933.624756
	Iteration 12Q: 3 clusters Score -742178.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -742224.125000 Penalty: 2933.624756
	Iteration 13Q: 3 clusters Score -742224.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -742266.812500 Penalty: 2933.624756
	Iteration 14Q: 3 clusters Score -742266.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -742325.312500 Penalty: 2933.624756
	Iteration 15Q: 3 clusters Score -742325.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -742391.437500 Penalty: 2933.624756
	Iteration 16Q: 3 clusters Score -742391.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -742443.937500 Penalty: 2933.624756
	Iteration 17Q: 3 clusters Score -742443.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -742483.687500 Penalty: 2933.624756
	Iteration 18Q: 3 clusters Score -742483.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -742526.562500 Penalty: 2933.624756
	Iteration 19Q: 3 clusters Score -742526.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -742555.125000 Penalty: 2933.624756
	Iteration 20F: 3 clusters Score -742555.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -742574.625000 Penalty: 2933.624756
	Iteration 21Q: 3 clusters Score -742574.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -742587.250000 Penalty: 2933.624756
	Iteration 22Q: 3 clusters Score -742587.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -742592.062500 Penalty: 2933.624756
	Iteration 23Q: 3 clusters Score -742592.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -742597.750000 Penalty: 2933.624756
	Iteration 24Q: 3 clusters Score -742597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -742603.687500 Penalty: 2933.624756
	Iteration 25Q: 3 clusters Score -742603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -742606.562500 Penalty: 2933.624756
	Iteration 26Q: 3 clusters Score -742606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -742610.375000 Penalty: 2933.624756
	Iteration 27Q: 3 clusters Score -742610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -742612.500000 Penalty: 2933.624756
	Iteration 28Q: 3 clusters Score -742612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -742613.250000 Penalty: 2933.624756
	Iteration 29Q: 3 clusters Score -742613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -742613.750000 Penalty: 2933.624756
	Iteration 30Q: 3 clusters Score -742613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -742614.625000 Penalty: 2933.624756
	Iteration 31Q: 3 clusters Score -742614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -742614.625000 Penalty: 2933.624756
	Iteration 32F: 3 clusters Score -742614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Entering Unmasked Estep 
Score: -5870468.500000 Penalty: 1806.266846
	Iteration 0F: 2 clusters Score -5870468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -5825423.500000 Penalty: 3612.533691
	Iteration 0F: 3 clusters Score -5825424 nChanged 31956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5843621.500000 Penalty: 3612.533691
	Iteration 1F: 3 clusters Score -5843622 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5844139.500000 Penalty: 3612.533691
	Iteration 2Q: 3 clusters Score -5844140 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5844793.000000 Penalty: 3612.533691
	Iteration 3Q: 3 clusters Score -5844793 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -5845662.000000 Penalty: 3612.533691
	Iteration 4Q: 3 clusters Score -5845662 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -5846895.500000 Penalty: 3612.533691
	Iteration 5Q: 3 clusters Score -5846896 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5848760.000000 Penalty: 3612.533691
	Iteration 6Q: 3 clusters Score -5848760 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -5851461.000000 Penalty: 3612.533691
	Iteration 7F: 3 clusters Score -5851461 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -5854664.000000 Penalty: 3612.533691
	Iteration 8F: 3 clusters Score -5854664 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5857083.500000 Penalty: 3612.533691
	Iteration 9F: 3 clusters Score -5857084 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5858110.500000 Penalty: 3612.533691
	Iteration 10Q: 3 clusters Score -5858110 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5858472.000000 Penalty: 3612.533691
	Iteration 11Q: 3 clusters Score -5858472 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5858630.500000 Penalty: 3612.533691
	Iteration 12Q: 3 clusters Score -5858630 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -5858800.000000 Penalty: 3612.533691
	Iteration 13Q: 3 clusters Score -5858800 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -5859010.500000 Penalty: 3612.533691
	Iteration 14Q: 3 clusters Score -5859010 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5859169.000000 Penalty: 3612.533691
	Iteration 15Q: 3 clusters Score -5859169 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -5859338.500000 Penalty: 3612.533691
	Iteration 16Q: 3 clusters Score -5859338 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -5859550.500000 Penalty: 3612.533691
	Iteration 17Q: 3 clusters Score -5859550 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -5859756.000000 Penalty: 3612.533691
	Iteration 18Q: 3 clusters Score -5859756 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -5860056.000000 Penalty: 3612.533691
	Iteration 19Q: 3 clusters Score -5860056 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -5860306.500000 Penalty: 3612.533691
	Iteration 20F: 3 clusters Score -5860306 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -5860584.500000 Penalty: 3612.533691
	Iteration 21Q: 3 clusters Score -5860584 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -5860839.000000 Penalty: 3612.533691
	Iteration 22Q: 3 clusters Score -5860839 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -5861178.000000 Penalty: 3612.533691
	Iteration 23Q: 3 clusters Score -5861178 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -5861547.000000 Penalty: 3612.533691
	Iteration 24Q: 3 clusters Score -5861547 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -5861999.500000 Penalty: 3612.533691
	Iteration 25Q: 3 clusters Score -5862000 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -5862474.500000 Penalty: 3612.533691
	Iteration 26Q: 3 clusters Score -5862474 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -5863055.000000 Penalty: 3612.533691
	Iteration 27Q: 3 clusters Score -5863055 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -5863611.000000 Penalty: 3612.533691
	Iteration 28Q: 3 clusters Score -5863611 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -5864199.000000 Penalty: 3612.533691
	Iteration 29Q: 3 clusters Score -5864199 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -5864827.500000 Penalty: 3612.533691
	Iteration 30Q: 3 clusters Score -5864828 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -5865381.500000 Penalty: 3612.533691
	Iteration 31Q: 3 clusters Score -5865382 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -5865953.000000 Penalty: 3612.533691
	Iteration 32Q: 3 clusters Score -5865953 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 63651 members 
Entering Unmasked Estep 
Score: -5866511.000000 Penalty: 3612.533691
	Iteration 33Q: 3 clusters Score -5866511 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 64423 members 
Entering Unmasked Estep 
Score: -5867019.000000 Penalty: 3612.533691
	Iteration 34Q: 3 clusters Score -5867019 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -5867501.000000 Penalty: 3612.533691
	Iteration 35Q: 3 clusters Score -5867501 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -5867902.500000 Penalty: 3612.533691
	Iteration 36Q: 3 clusters Score -5867902 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -5868234.500000 Penalty: 3612.533691
	Iteration 37Q: 3 clusters Score -5868234 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -5868454.500000 Penalty: 3612.533691
	Iteration 38Q: 3 clusters Score -5868454 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -5868596.500000 Penalty: 3612.533691
	Iteration 39Q: 3 clusters Score -5868596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -5868675.000000 Penalty: 3612.533691
	Iteration 40F: 3 clusters Score -5868675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -5868716.000000 Penalty: 3612.533691
	Iteration 41Q: 3 clusters Score -5868716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -5868762.500000 Penalty: 3612.533691
	Iteration 42Q: 3 clusters Score -5868762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -5868779.000000 Penalty: 3612.533691
	Iteration 43Q: 3 clusters Score -5868779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -5868795.500000 Penalty: 3612.533691
	Iteration 44Q: 3 clusters Score -5868796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -5868820.500000 Penalty: 3612.533691
	Iteration 45Q: 3 clusters Score -5868820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -5868830.000000 Penalty: 3612.533691
	Iteration 46Q: 3 clusters Score -5868830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -5868839.500000 Penalty: 3612.533691
	Iteration 47Q: 3 clusters Score -5868840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -5868844.500000 Penalty: 3612.533691
	Iteration 48Q: 3 clusters Score -5868844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -5868850.000000 Penalty: 3612.533691
	Iteration 49Q: 3 clusters Score -5868850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -5868853.000000 Penalty: 3612.533691
	Iteration 50Q: 3 clusters Score -5868853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -5868855.000000 Penalty: 3612.533691
	Iteration 51Q: 3 clusters Score -5868855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -5868856.500000 Penalty: 3612.533691
	Iteration 52Q: 3 clusters Score -5868856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -5868856.500000 Penalty: 3612.533691
	Iteration 53F: 3 clusters Score -5868856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Entering Unmasked Estep 
Score: -836811.000000 Penalty: 1484.572876
	Iteration 0F: 2 clusters Score -836811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -830096.187500 Penalty: 2969.145752
	Iteration 0F: 3 clusters Score -830096.2 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -832175.062500 Penalty: 2969.145752
	Iteration 1F: 3 clusters Score -832175.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -832402.125000 Penalty: 2969.145752
	Iteration 2F: 3 clusters Score -832402.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -832595.937500 Penalty: 2969.145752
	Iteration 3Q: 3 clusters Score -832595.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -832783.250000 Penalty: 2969.145752
	Iteration 4Q: 3 clusters Score -832783.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -832963.437500 Penalty: 2969.145752
	Iteration 5Q: 3 clusters Score -832963.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -833192.625000 Penalty: 2969.145752
	Iteration 6Q: 3 clusters Score -833192.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -833428.625000 Penalty: 2969.145752
	Iteration 7Q: 3 clusters Score -833428.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -833697.000000 Penalty: 2969.145752
	Iteration 8Q: 3 clusters Score -833697 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -833964.312500 Penalty: 2969.145752
	Iteration 9Q: 3 clusters Score -833964.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -834175.625000 Penalty: 2969.145752
	Iteration 10Q: 3 clusters Score -834175.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -834307.000000 Penalty: 2969.145752
	Iteration 11Q: 3 clusters Score -834307 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -834376.437500 Penalty: 2969.145752
	Iteration 12Q: 3 clusters Score -834376.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -834418.125000 Penalty: 2969.145752
	Iteration 13Q: 3 clusters Score -834418.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -834441.562500 Penalty: 2969.145752
	Iteration 14Q: 3 clusters Score -834441.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -834452.437500 Penalty: 2969.145752
	Iteration 15Q: 3 clusters Score -834452.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -834462.312500 Penalty: 2969.145752
	Iteration 16Q: 3 clusters Score -834462.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -834469.125000 Penalty: 2969.145752
	Iteration 17Q: 3 clusters Score -834469.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -834477.875000 Penalty: 2969.145752
	Iteration 18Q: 3 clusters Score -834477.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -834483.750000 Penalty: 2969.145752
	Iteration 19Q: 3 clusters Score -834483.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -834493.187500 Penalty: 2969.145752
	Iteration 20F: 3 clusters Score -834493.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -834503.312500 Penalty: 2969.145752
	Iteration 21Q: 3 clusters Score -834503.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -834516.875000 Penalty: 2969.145752
	Iteration 22Q: 3 clusters Score -834516.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -834527.500000 Penalty: 2969.145752
	Iteration 23Q: 3 clusters Score -834527.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -834531.062500 Penalty: 2969.145752
	Iteration 24Q: 3 clusters Score -834531.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -834535.375000 Penalty: 2969.145752
	Iteration 25Q: 3 clusters Score -834535.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -834543.437500 Penalty: 2969.145752
	Iteration 26Q: 3 clusters Score -834543.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -834548.375000 Penalty: 2969.145752
	Iteration 27Q: 3 clusters Score -834548.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -834552.375000 Penalty: 2969.145752
	Iteration 28Q: 3 clusters Score -834552.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -834558.000000 Penalty: 2969.145752
	Iteration 29Q: 3 clusters Score -834558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -834565.437500 Penalty: 2969.145752
	Iteration 30Q: 3 clusters Score -834565.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -834565.750000 Penalty: 2969.145752
	Iteration 31Q: 3 clusters Score -834565.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -834568.312500 Penalty: 2969.145752
	Iteration 32Q: 3 clusters Score -834568.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -834571.937500 Penalty: 2969.145752
	Iteration 33Q: 3 clusters Score -834571.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -834576.500000 Penalty: 2969.145752
	Iteration 34Q: 3 clusters Score -834576.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -834581.312500 Penalty: 2969.145752
	Iteration 35Q: 3 clusters Score -834581.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -834583.500000 Penalty: 2969.145752
	Iteration 36Q: 3 clusters Score -834583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -834586.250000 Penalty: 2969.145752
	Iteration 37Q: 3 clusters Score -834586.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -834587.562500 Penalty: 2969.145752
	Iteration 38Q: 3 clusters Score -834587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -834594.250000 Penalty: 2969.145752
	Iteration 39Q: 3 clusters Score -834594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -834596.312500 Penalty: 2969.145752
	Iteration 40F: 3 clusters Score -834596.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -834599.812500 Penalty: 2969.145752
	Iteration 41Q: 3 clusters Score -834599.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -834606.250000 Penalty: 2969.145752
	Iteration 42Q: 3 clusters Score -834606.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -834609.437500 Penalty: 2969.145752
	Iteration 43Q: 3 clusters Score -834609.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -834612.187500 Penalty: 2969.145752
	Iteration 44Q: 3 clusters Score -834612.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -834618.750000 Penalty: 2969.145752
	Iteration 45Q: 3 clusters Score -834618.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -834625.875000 Penalty: 2969.145752
	Iteration 46Q: 3 clusters Score -834625.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -834635.687500 Penalty: 2969.145752
	Iteration 47Q: 3 clusters Score -834635.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -834647.562500 Penalty: 2969.145752
	Iteration 48Q: 3 clusters Score -834647.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -834663.875000 Penalty: 2969.145752
	Iteration 49Q: 3 clusters Score -834663.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -834683.687500 Penalty: 2969.145752
	Iteration 50Q: 3 clusters Score -834683.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -834700.937500 Penalty: 2969.145752
	Iteration 51Q: 3 clusters Score -834700.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -834719.750000 Penalty: 2969.145752
	Iteration 52Q: 3 clusters Score -834719.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -834742.375000 Penalty: 2969.145752
	Iteration 53Q: 3 clusters Score -834742.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -834770.875000 Penalty: 2969.145752
	Iteration 54Q: 3 clusters Score -834770.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -834802.312500 Penalty: 2969.145752
	Iteration 55Q: 3 clusters Score -834802.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -834832.875000 Penalty: 2969.145752
	Iteration 56Q: 3 clusters Score -834832.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -834864.750000 Penalty: 2969.145752
	Iteration 57Q: 3 clusters Score -834864.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -834898.750000 Penalty: 2969.145752
	Iteration 58Q: 3 clusters Score -834898.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -834932.187500 Penalty: 2969.145752
	Iteration 59Q: 3 clusters Score -834932.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -834966.250000 Penalty: 2969.145752
	Iteration 60F: 3 clusters Score -834966.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -834994.750000 Penalty: 2969.145752
	Iteration 61Q: 3 clusters Score -834994.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -835012.625000 Penalty: 2969.145752
	Iteration 62Q: 3 clusters Score -835012.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -835035.312500 Penalty: 2969.145752
	Iteration 63Q: 3 clusters Score -835035.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -835058.437500 Penalty: 2969.145752
	Iteration 64Q: 3 clusters Score -835058.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -835079.125000 Penalty: 2969.145752
	Iteration 65Q: 3 clusters Score -835079.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -835094.312500 Penalty: 2969.145752
	Iteration 66Q: 3 clusters Score -835094.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -835102.937500 Penalty: 2969.145752
	Iteration 67Q: 3 clusters Score -835102.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -835110.750000 Penalty: 2969.145752
	Iteration 68Q: 3 clusters Score -835110.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -835116.562500 Penalty: 2969.145752
	Iteration 69Q: 3 clusters Score -835116.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -835123.562500 Penalty: 2969.145752
	Iteration 70Q: 3 clusters Score -835123.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -835130.687500 Penalty: 2969.145752
	Iteration 71Q: 3 clusters Score -835130.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -835134.875000 Penalty: 2969.145752
	Iteration 72Q: 3 clusters Score -835134.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -835142.375000 Penalty: 2969.145752
	Iteration 73Q: 3 clusters Score -835142.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -835146.875000 Penalty: 2969.145752
	Iteration 74Q: 3 clusters Score -835146.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -835153.125000 Penalty: 2969.145752
	Iteration 75Q: 3 clusters Score -835153.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -835163.187500 Penalty: 2969.145752
	Iteration 76Q: 3 clusters Score -835163.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -835167.812500 Penalty: 2969.145752
	Iteration 77Q: 3 clusters Score -835167.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -835172.687500 Penalty: 2969.145752
	Iteration 78Q: 3 clusters Score -835172.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -835175.187500 Penalty: 2969.145752
	Iteration 79Q: 3 clusters Score -835175.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -835177.562500 Penalty: 2969.145752
	Iteration 80F: 3 clusters Score -835177.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -835181.625000 Penalty: 2969.145752
	Iteration 81Q: 3 clusters Score -835181.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -835186.437500 Penalty: 2969.145752
	Iteration 82Q: 3 clusters Score -835186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -835189.500000 Penalty: 2969.145752
	Iteration 83Q: 3 clusters Score -835189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -835189.562500 Penalty: 2969.145752
	Iteration 84Q: 3 clusters Score -835189.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -835189.687500 Penalty: 2969.145752
	Iteration 85Q: 3 clusters Score -835189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -835193.000000 Penalty: 2969.145752
	Iteration 86Q: 3 clusters Score -835193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -835194.000000 Penalty: 2969.145752
	Iteration 87Q: 3 clusters Score -835194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -835195.000000 Penalty: 2969.145752
	Iteration 88Q: 3 clusters Score -835195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -835195.812500 Penalty: 2969.145752
	Iteration 89Q: 3 clusters Score -835195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -835197.000000 Penalty: 2969.145752
	Iteration 90Q: 3 clusters Score -835197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -835198.500000 Penalty: 2969.145752
	Iteration 91Q: 3 clusters Score -835198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -835198.750000 Penalty: 2969.145752
	Iteration 92Q: 3 clusters Score -835198.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -835200.562500 Penalty: 2969.145752
	Iteration 93Q: 3 clusters Score -835200.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -835199.937500 Penalty: 2969.145752
	Iteration 94Q: 3 clusters Score -835199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -835202.000000 Penalty: 2969.145752
	Iteration 95Q: 3 clusters Score -835202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -835201.000000 Penalty: 2969.145752
	Iteration 96Q: 3 clusters Score -835201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -835201.437500 Penalty: 2969.145752
	Iteration 97Q: 3 clusters Score -835201.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -835202.812500 Penalty: 2969.145752
	Iteration 98Q: 3 clusters Score -835202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -835203.500000 Penalty: 2969.145752
	Iteration 99Q: 3 clusters Score -835203.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -835203.562500 Penalty: 2969.145752
	Iteration 100F: 3 clusters Score -835203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -835205.250000 Penalty: 2969.145752
	Iteration 101Q: 3 clusters Score -835205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -835204.250000 Penalty: 2969.145752
	Iteration 102Q: 3 clusters Score -835204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -835204.312500 Penalty: 2969.145752
	Iteration 103Q: 3 clusters Score -835204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -835205.625000 Penalty: 2969.145752
	Iteration 104Q: 3 clusters Score -835205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -835207.312500 Penalty: 2969.145752
	Iteration 105Q: 3 clusters Score -835207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -835206.500000 Penalty: 2969.145752
	Iteration 106Q: 3 clusters Score -835206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -835209.250000 Penalty: 2969.145752
	Iteration 107Q: 3 clusters Score -835209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -835208.750000 Penalty: 2969.145752
	Iteration 108Q: 3 clusters Score -835208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -835206.750000 Penalty: 2969.145752
	Iteration 109Q: 3 clusters Score -835206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -835206.437500 Penalty: 2969.145752
	Iteration 110Q: 3 clusters Score -835206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -835209.187500 Penalty: 2969.145752
	Iteration 111Q: 3 clusters Score -835209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -835209.500000 Penalty: 2969.145752
	Iteration 112Q: 3 clusters Score -835209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -835210.875000 Penalty: 2969.145752
	Iteration 113Q: 3 clusters Score -835210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -835211.312500 Penalty: 2969.145752
	Iteration 114Q: 3 clusters Score -835211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -835212.250000 Penalty: 2969.145752
	Iteration 115Q: 3 clusters Score -835212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -835211.437500 Penalty: 2969.145752
	Iteration 116Q: 3 clusters Score -835211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -835211.437500 Penalty: 2969.145752
	Iteration 117F: 3 clusters Score -835211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Entering Unmasked Estep 
Score: -6032930.500000 Penalty: 1810.125732
	Iteration 0F: 2 clusters Score -6032930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -5986952.000000 Penalty: 3620.251465
	Iteration 0F: 3 clusters Score -5986952 nChanged 32582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -6005728.500000 Penalty: 3620.251465
	Iteration 1F: 3 clusters Score -6005728 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -6006359.500000 Penalty: 3620.251465
	Iteration 2Q: 3 clusters Score -6006360 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -6007136.000000 Penalty: 3620.251465
	Iteration 3Q: 3 clusters Score -6007136 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -6008161.500000 Penalty: 3620.251465
	Iteration 4Q: 3 clusters Score -6008162 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -6009622.000000 Penalty: 3620.251465
	Iteration 5Q: 3 clusters Score -6009622 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -6011846.000000 Penalty: 3620.251465
	Iteration 6F: 3 clusters Score -6011846 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -6014921.500000 Penalty: 3620.251465
	Iteration 7F: 3 clusters Score -6014922 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -6018920.000000 Penalty: 3620.251465
	Iteration 8F: 3 clusters Score -6018920 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -6023156.500000 Penalty: 3620.251465
	Iteration 9F: 3 clusters Score -6023156 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -6026571.500000 Penalty: 3620.251465
	Iteration 10F: 3 clusters Score -6026572 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 65138 members 
Entering Unmasked Estep 
Score: -6028712.500000 Penalty: 3620.251465
	Iteration 11Q: 3 clusters Score -6028712 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -6029864.500000 Penalty: 3620.251465
	Iteration 12Q: 3 clusters Score -6029864 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -6030523.000000 Penalty: 3620.251465
	Iteration 13Q: 3 clusters Score -6030523 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -6030930.500000 Penalty: 3620.251465
	Iteration 14Q: 3 clusters Score -6030930 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -6031150.000000 Penalty: 3620.251465
	Iteration 15Q: 3 clusters Score -6031150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -6031279.000000 Penalty: 3620.251465
	Iteration 16Q: 3 clusters Score -6031279 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -6031342.000000 Penalty: 3620.251465
	Iteration 17Q: 3 clusters Score -6031342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -6031390.500000 Penalty: 3620.251465
	Iteration 18Q: 3 clusters Score -6031390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -6031440.000000 Penalty: 3620.251465
	Iteration 19Q: 3 clusters Score -6031440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -6031466.000000 Penalty: 3620.251465
	Iteration 20F: 3 clusters Score -6031466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -6031472.500000 Penalty: 3620.251465
	Iteration 21Q: 3 clusters Score -6031472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -6031492.000000 Penalty: 3620.251465
	Iteration 22Q: 3 clusters Score -6031492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -6031512.000000 Penalty: 3620.251465
	Iteration 23Q: 3 clusters Score -6031512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -6031521.000000 Penalty: 3620.251465
	Iteration 24Q: 3 clusters Score -6031521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -6031529.000000 Penalty: 3620.251465
	Iteration 25Q: 3 clusters Score -6031529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -6031533.000000 Penalty: 3620.251465
	Iteration 26Q: 3 clusters Score -6031533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -6031536.500000 Penalty: 3620.251465
	Iteration 27Q: 3 clusters Score -6031536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -6031535.000000 Penalty: 3620.251465
	Iteration 28Q: 3 clusters Score -6031535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -6031543.000000 Penalty: 3620.251465
	Iteration 29Q: 3 clusters Score -6031543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -6031541.000000 Penalty: 3620.251465
	Iteration 30Q: 3 clusters Score -6031541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -6031538.000000 Penalty: 3620.251465
	Iteration 31Q: 3 clusters Score -6031538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -6031541.000000 Penalty: 3620.251465
	Iteration 32Q: 3 clusters Score -6031541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -6031541.000000 Penalty: 3620.251465
	Iteration 33Q: 3 clusters Score -6031541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -6031549.000000 Penalty: 3620.251465
	Iteration 34Q: 3 clusters Score -6031549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -6031545.500000 Penalty: 3620.251465
	Iteration 35Q: 3 clusters Score -6031546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -6031553.000000 Penalty: 3620.251465
	Iteration 36Q: 3 clusters Score -6031553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -6031557.500000 Penalty: 3620.251465
	Iteration 37Q: 3 clusters Score -6031558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -6031560.000000 Penalty: 3620.251465
	Iteration 38Q: 3 clusters Score -6031560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -6031560.000000 Penalty: 3620.251465
	Iteration 39Q: 3 clusters Score -6031560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -6031561.500000 Penalty: 3620.251465
	Iteration 40F: 3 clusters Score -6031562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -154027.859375 Penalty: 1225.867920
	Iteration 0F: 2 clusters Score -154027.9 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 914 members 
Entering Unmasked Estep 
Score: -152051.937500 Penalty: 2451.735840
	Iteration 0F: 3 clusters Score -152051.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152770.718750 Penalty: 2451.735840
	Iteration 1F: 3 clusters Score -152770.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153087.437500 Penalty: 2451.735840
	Iteration 2F: 3 clusters Score -153087.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153514.046875 Penalty: 2451.735840
	Iteration 3F: 3 clusters Score -153514 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -153845.921875 Penalty: 2451.735840
	Iteration 4F: 3 clusters Score -153845.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -154101.937500 Penalty: 2451.735840
	Iteration 5F: 3 clusters Score -154101.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -154277.609375 Penalty: 2451.735840
	Iteration 6Q: 3 clusters Score -154277.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -154352.796875 Penalty: 2451.735840
	Iteration 7Q: 3 clusters Score -154352.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -154386.765625 Penalty: 2451.735840
	Iteration 8Q: 3 clusters Score -154386.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -154404.171875 Penalty: 2451.735840
	Iteration 9Q: 3 clusters Score -154404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -154410.640625 Penalty: 2451.735840
	Iteration 10Q: 3 clusters Score -154410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -154414.125000 Penalty: 2451.735840
	Iteration 11Q: 3 clusters Score -154414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -154416.984375 Penalty: 2451.735840
	Iteration 12Q: 3 clusters Score -154417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -154418.109375 Penalty: 2451.735840
	Iteration 13Q: 3 clusters Score -154418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -154418.109375 Penalty: 2451.735840
	Iteration 14F: 3 clusters Score -154418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67204 members 
Mstep: Class 3 contains 9282 members 
Mstep: Class 4 contains 321 members 
Mstep: Class 5 contains 68819 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 18369 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 18 contains 23652 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13755 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 266107 members 
Entering Unmasked Estep 
Score: -45692748.000000 Penalty: 40666.277344
Splitting cluster 6 changes total score from -45693316.000000 to -45692748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (18369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Entering Unmasked Estep 
Score: -1658037.625000 Penalty: 1595.493164
	Iteration 0F: 2 clusters Score -1658038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1645335.750000 Penalty: 3190.986328
	Iteration 0F: 3 clusters Score -1645336 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1649773.875000 Penalty: 3190.986328
	Iteration 1F: 3 clusters Score -1649774 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1650025.625000 Penalty: 3190.986328
	Iteration 2Q: 3 clusters Score -1650026 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1650257.875000 Penalty: 3190.986328
	Iteration 3Q: 3 clusters Score -1650258 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1650454.125000 Penalty: 3190.986328
	Iteration 4Q: 3 clusters Score -1650454 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1650646.125000 Penalty: 3190.986328
	Iteration 5Q: 3 clusters Score -1650646 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1650863.750000 Penalty: 3190.986328
	Iteration 6Q: 3 clusters Score -1650864 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1651140.125000 Penalty: 3190.986328
	Iteration 7Q: 3 clusters Score -1651140 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1651500.250000 Penalty: 3190.986328
	Iteration 8Q: 3 clusters Score -1651500 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1651989.125000 Penalty: 3190.986328
	Iteration 9Q: 3 clusters Score -1651989 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1652625.125000 Penalty: 3190.986328
	Iteration 10F: 3 clusters Score -1652625 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1653398.000000 Penalty: 3190.986328
	Iteration 11F: 3 clusters Score -1653398 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1654166.750000 Penalty: 3190.986328
	Iteration 12F: 3 clusters Score -1654167 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1654639.250000 Penalty: 3190.986328
	Iteration 13Q: 3 clusters Score -1654639 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1654882.500000 Penalty: 3190.986328
	Iteration 14Q: 3 clusters Score -1654882 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1655039.875000 Penalty: 3190.986328
	Iteration 15Q: 3 clusters Score -1655040 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1655155.750000 Penalty: 3190.986328
	Iteration 16Q: 3 clusters Score -1655156 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1655295.875000 Penalty: 3190.986328
	Iteration 17Q: 3 clusters Score -1655296 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1655462.125000 Penalty: 3190.986328
	Iteration 18Q: 3 clusters Score -1655462 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1655611.625000 Penalty: 3190.986328
	Iteration 19Q: 3 clusters Score -1655612 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1655769.125000 Penalty: 3190.986328
	Iteration 20F: 3 clusters Score -1655769 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1655895.125000 Penalty: 3190.986328
	Iteration 21Q: 3 clusters Score -1655895 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1656009.375000 Penalty: 3190.986328
	Iteration 22Q: 3 clusters Score -1656009 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1656105.750000 Penalty: 3190.986328
	Iteration 23Q: 3 clusters Score -1656106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1656196.250000 Penalty: 3190.986328
	Iteration 24Q: 3 clusters Score -1656196 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1656265.250000 Penalty: 3190.986328
	Iteration 25Q: 3 clusters Score -1656265 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1656305.875000 Penalty: 3190.986328
	Iteration 26Q: 3 clusters Score -1656306 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1656346.125000 Penalty: 3190.986328
	Iteration 27Q: 3 clusters Score -1656346 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1656369.500000 Penalty: 3190.986328
	Iteration 28Q: 3 clusters Score -1656370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1656387.875000 Penalty: 3190.986328
	Iteration 29Q: 3 clusters Score -1656388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1656402.000000 Penalty: 3190.986328
	Iteration 30Q: 3 clusters Score -1656402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1656415.625000 Penalty: 3190.986328
	Iteration 31Q: 3 clusters Score -1656416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1656424.500000 Penalty: 3190.986328
	Iteration 32Q: 3 clusters Score -1656424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1656427.250000 Penalty: 3190.986328
	Iteration 33Q: 3 clusters Score -1656427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1656436.500000 Penalty: 3190.986328
	Iteration 34Q: 3 clusters Score -1656436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1656437.250000 Penalty: 3190.986328
	Iteration 35Q: 3 clusters Score -1656437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1656447.500000 Penalty: 3190.986328
	Iteration 36Q: 3 clusters Score -1656448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1656450.125000 Penalty: 3190.986328
	Iteration 37Q: 3 clusters Score -1656450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1656450.000000 Penalty: 3190.986328
	Iteration 38Q: 3 clusters Score -1656450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1656455.125000 Penalty: 3190.986328
	Iteration 39Q: 3 clusters Score -1656455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1656463.000000 Penalty: 3190.986328
	Iteration 40F: 3 clusters Score -1656463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1656462.500000 Penalty: 3190.986328
	Iteration 41Q: 3 clusters Score -1656462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1656468.625000 Penalty: 3190.986328
	Iteration 42Q: 3 clusters Score -1656469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1656466.000000 Penalty: 3190.986328
	Iteration 43Q: 3 clusters Score -1656466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1656476.000000 Penalty: 3190.986328
	Iteration 44Q: 3 clusters Score -1656476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1656477.875000 Penalty: 3190.986328
	Iteration 45Q: 3 clusters Score -1656478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1656477.250000 Penalty: 3190.986328
	Iteration 46Q: 3 clusters Score -1656477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1656479.625000 Penalty: 3190.986328
	Iteration 47Q: 3 clusters Score -1656480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1656490.000000 Penalty: 3190.986328
	Iteration 48Q: 3 clusters Score -1656490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1656490.000000 Penalty: 3190.986328
	Iteration 49Q: 3 clusters Score -1656490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1656494.500000 Penalty: 3190.986328
	Iteration 50Q: 3 clusters Score -1656494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1656499.875000 Penalty: 3190.986328
	Iteration 51Q: 3 clusters Score -1656500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1656499.000000 Penalty: 3190.986328
	Iteration 52Q: 3 clusters Score -1656499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1656501.250000 Penalty: 3190.986328
	Iteration 53Q: 3 clusters Score -1656501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1656500.875000 Penalty: 3190.986328
	Iteration 54Q: 3 clusters Score -1656501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1656496.250000 Penalty: 3190.986328
	Iteration 55Q: 3 clusters Score -1656496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1656497.375000 Penalty: 3190.986328
	Iteration 56Q: 3 clusters Score -1656497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1656499.750000 Penalty: 3190.986328
	Iteration 57Q: 3 clusters Score -1656500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1656501.250000 Penalty: 3190.986328
	Iteration 58Q: 3 clusters Score -1656501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1656500.125000 Penalty: 3190.986328
	Iteration 59Q: 3 clusters Score -1656500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1656500.500000 Penalty: 3190.986328
	Iteration 60F: 3 clusters Score -1656500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -1158728.125000 Penalty: 1535.033569
	Iteration 0F: 2 clusters Score -1158728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1149900.125000 Penalty: 3070.067139
	Iteration 0F: 3 clusters Score -1149900 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1153005.750000 Penalty: 3070.067139
	Iteration 1F: 3 clusters Score -1153006 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1153433.500000 Penalty: 3070.067139
	Iteration 2F: 3 clusters Score -1153434 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1153844.125000 Penalty: 3070.067139
	Iteration 3F: 3 clusters Score -1153844 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1154289.750000 Penalty: 3070.067139
	Iteration 4F: 3 clusters Score -1154290 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1154783.375000 Penalty: 3070.067139
	Iteration 5F: 3 clusters Score -1154783 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1155303.125000 Penalty: 3070.067139
	Iteration 6F: 3 clusters Score -1155303 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1155798.875000 Penalty: 3070.067139
	Iteration 7F: 3 clusters Score -1155799 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1156160.750000 Penalty: 3070.067139
	Iteration 8Q: 3 clusters Score -1156161 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1156387.500000 Penalty: 3070.067139
	Iteration 9Q: 3 clusters Score -1156388 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1156546.875000 Penalty: 3070.067139
	Iteration 10Q: 3 clusters Score -1156547 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1156686.125000 Penalty: 3070.067139
	Iteration 11Q: 3 clusters Score -1156686 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1156811.625000 Penalty: 3070.067139
	Iteration 12Q: 3 clusters Score -1156812 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1156891.500000 Penalty: 3070.067139
	Iteration 13Q: 3 clusters Score -1156892 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1156952.500000 Penalty: 3070.067139
	Iteration 14Q: 3 clusters Score -1156952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1156998.000000 Penalty: 3070.067139
	Iteration 15Q: 3 clusters Score -1156998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1157031.750000 Penalty: 3070.067139
	Iteration 16Q: 3 clusters Score -1157032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1157060.875000 Penalty: 3070.067139
	Iteration 17Q: 3 clusters Score -1157061 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1157086.125000 Penalty: 3070.067139
	Iteration 18Q: 3 clusters Score -1157086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1157109.375000 Penalty: 3070.067139
	Iteration 19Q: 3 clusters Score -1157109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1157131.625000 Penalty: 3070.067139
	Iteration 20F: 3 clusters Score -1157132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1157154.500000 Penalty: 3070.067139
	Iteration 21Q: 3 clusters Score -1157154 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1157177.250000 Penalty: 3070.067139
	Iteration 22Q: 3 clusters Score -1157177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1157206.375000 Penalty: 3070.067139
	Iteration 23Q: 3 clusters Score -1157206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1157226.875000 Penalty: 3070.067139
	Iteration 24Q: 3 clusters Score -1157227 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1157244.875000 Penalty: 3070.067139
	Iteration 25Q: 3 clusters Score -1157245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1157268.000000 Penalty: 3070.067139
	Iteration 26Q: 3 clusters Score -1157268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1157284.000000 Penalty: 3070.067139
	Iteration 27Q: 3 clusters Score -1157284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1157298.375000 Penalty: 3070.067139
	Iteration 28Q: 3 clusters Score -1157298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1157315.625000 Penalty: 3070.067139
	Iteration 29Q: 3 clusters Score -1157316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1157325.250000 Penalty: 3070.067139
	Iteration 30Q: 3 clusters Score -1157325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1157335.000000 Penalty: 3070.067139
	Iteration 31Q: 3 clusters Score -1157335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1157341.125000 Penalty: 3070.067139
	Iteration 32Q: 3 clusters Score -1157341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1157346.750000 Penalty: 3070.067139
	Iteration 33Q: 3 clusters Score -1157347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1157344.750000 Penalty: 3070.067139
	Iteration 34Q: 3 clusters Score -1157345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1157351.250000 Penalty: 3070.067139
	Iteration 35Q: 3 clusters Score -1157351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1157358.875000 Penalty: 3070.067139
	Iteration 36Q: 3 clusters Score -1157359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1157358.500000 Penalty: 3070.067139
	Iteration 37Q: 3 clusters Score -1157358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1157365.750000 Penalty: 3070.067139
	Iteration 38Q: 3 clusters Score -1157366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1157369.000000 Penalty: 3070.067139
	Iteration 39Q: 3 clusters Score -1157369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1157372.375000 Penalty: 3070.067139
	Iteration 40F: 3 clusters Score -1157372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1157376.625000 Penalty: 3070.067139
	Iteration 41Q: 3 clusters Score -1157377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1157381.000000 Penalty: 3070.067139
	Iteration 42Q: 3 clusters Score -1157381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1157383.875000 Penalty: 3070.067139
	Iteration 43Q: 3 clusters Score -1157384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1157392.000000 Penalty: 3070.067139
	Iteration 44Q: 3 clusters Score -1157392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1157395.625000 Penalty: 3070.067139
	Iteration 45Q: 3 clusters Score -1157396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1157403.375000 Penalty: 3070.067139
	Iteration 46Q: 3 clusters Score -1157403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1157403.000000 Penalty: 3070.067139
	Iteration 47Q: 3 clusters Score -1157403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1157408.875000 Penalty: 3070.067139
	Iteration 48Q: 3 clusters Score -1157409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1157413.875000 Penalty: 3070.067139
	Iteration 49Q: 3 clusters Score -1157414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1157414.625000 Penalty: 3070.067139
	Iteration 50Q: 3 clusters Score -1157415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1157421.125000 Penalty: 3070.067139
	Iteration 51Q: 3 clusters Score -1157421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1157425.625000 Penalty: 3070.067139
	Iteration 52Q: 3 clusters Score -1157426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1157427.500000 Penalty: 3070.067139
	Iteration 53Q: 3 clusters Score -1157428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1157430.125000 Penalty: 3070.067139
	Iteration 54Q: 3 clusters Score -1157430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1157433.625000 Penalty: 3070.067139
	Iteration 55Q: 3 clusters Score -1157434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1157432.250000 Penalty: 3070.067139
	Iteration 56Q: 3 clusters Score -1157432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1157436.875000 Penalty: 3070.067139
	Iteration 57Q: 3 clusters Score -1157437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1157441.375000 Penalty: 3070.067139
	Iteration 58Q: 3 clusters Score -1157441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1157443.625000 Penalty: 3070.067139
	Iteration 59Q: 3 clusters Score -1157444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1157445.375000 Penalty: 3070.067139
	Iteration 60F: 3 clusters Score -1157445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1157449.500000 Penalty: 3070.067139
	Iteration 61Q: 3 clusters Score -1157450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1157451.625000 Penalty: 3070.067139
	Iteration 62Q: 3 clusters Score -1157452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1157454.125000 Penalty: 3070.067139
	Iteration 63Q: 3 clusters Score -1157454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1157455.625000 Penalty: 3070.067139
	Iteration 64Q: 3 clusters Score -1157456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1157457.250000 Penalty: 3070.067139
	Iteration 65Q: 3 clusters Score -1157457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1157459.750000 Penalty: 3070.067139
	Iteration 66Q: 3 clusters Score -1157460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1157460.500000 Penalty: 3070.067139
	Iteration 67Q: 3 clusters Score -1157460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1157458.375000 Penalty: 3070.067139
	Iteration 68Q: 3 clusters Score -1157458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1157457.625000 Penalty: 3070.067139
	Iteration 69Q: 3 clusters Score -1157458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1157459.000000 Penalty: 3070.067139
	Iteration 70Q: 3 clusters Score -1157459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1157459.000000 Penalty: 3070.067139
	Iteration 71F: 3 clusters Score -1157459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -165286.750000 Penalty: 1238.444214
	Iteration 0F: 2 clusters Score -165286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -163154.265625 Penalty: 2476.888428
	Iteration 0F: 3 clusters Score -163154.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -163615.562500 Penalty: 2476.888428
	Iteration 1F: 3 clusters Score -163615.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163777.828125 Penalty: 2476.888428
	Iteration 2F: 3 clusters Score -163777.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -163926.312500 Penalty: 2476.888428
	Iteration 3F: 3 clusters Score -163926.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -164183.046875 Penalty: 2476.888428
	Iteration 4F: 3 clusters Score -164183 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -164392.437500 Penalty: 2476.888428
	Iteration 5F: 3 clusters Score -164392.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -164535.937500 Penalty: 2476.888428
	Iteration 6F: 3 clusters Score -164535.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -164666.781250 Penalty: 2476.888428
	Iteration 7F: 3 clusters Score -164666.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -164745.046875 Penalty: 2476.888428
	Iteration 8Q: 3 clusters Score -164745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -164802.484375 Penalty: 2476.888428
	Iteration 9Q: 3 clusters Score -164802.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -164856.937500 Penalty: 2476.888428
	Iteration 10Q: 3 clusters Score -164856.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -164896.546875 Penalty: 2476.888428
	Iteration 11Q: 3 clusters Score -164896.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -164917.968750 Penalty: 2476.888428
	Iteration 12Q: 3 clusters Score -164918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -164936.218750 Penalty: 2476.888428
	Iteration 13Q: 3 clusters Score -164936.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -164947.984375 Penalty: 2476.888428
	Iteration 14Q: 3 clusters Score -164948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -164958.421875 Penalty: 2476.888428
	Iteration 15Q: 3 clusters Score -164958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -164960.359375 Penalty: 2476.888428
	Iteration 16Q: 3 clusters Score -164960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -164961.609375 Penalty: 2476.888428
	Iteration 17Q: 3 clusters Score -164961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -164962.890625 Penalty: 2476.888428
	Iteration 18Q: 3 clusters Score -164962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -164966.203125 Penalty: 2476.888428
	Iteration 19Q: 3 clusters Score -164966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -164966.171875 Penalty: 2476.888428
	Iteration 20F: 3 clusters Score -164966.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -270008.500000 Penalty: 1301.575439
	Iteration 0F: 2 clusters Score -270008.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -267271.875000 Penalty: 2603.150879
	Iteration 0F: 3 clusters Score -267271.9 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -267909.375000 Penalty: 2603.150879
	Iteration 1F: 3 clusters Score -267909.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -268024.562500 Penalty: 2603.150879
	Iteration 2F: 3 clusters Score -268024.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -268079.437500 Penalty: 2603.150879
	Iteration 3Q: 3 clusters Score -268079.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -268132.031250 Penalty: 2603.150879
	Iteration 4Q: 3 clusters Score -268132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -268172.906250 Penalty: 2603.150879
	Iteration 5Q: 3 clusters Score -268172.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -268205.125000 Penalty: 2603.150879
	Iteration 6Q: 3 clusters Score -268205.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -268228.906250 Penalty: 2603.150879
	Iteration 7Q: 3 clusters Score -268228.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -268252.218750 Penalty: 2603.150879
	Iteration 8Q: 3 clusters Score -268252.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -268271.156250 Penalty: 2603.150879
	Iteration 9Q: 3 clusters Score -268271.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -268288.375000 Penalty: 2603.150879
	Iteration 10Q: 3 clusters Score -268288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -268308.031250 Penalty: 2603.150879
	Iteration 11Q: 3 clusters Score -268308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -268331.968750 Penalty: 2603.150879
	Iteration 12Q: 3 clusters Score -268332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -268363.906250 Penalty: 2603.150879
	Iteration 13Q: 3 clusters Score -268363.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -268396.156250 Penalty: 2603.150879
	Iteration 14Q: 3 clusters Score -268396.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -268422.687500 Penalty: 2603.150879
	Iteration 15Q: 3 clusters Score -268422.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -268459.625000 Penalty: 2603.150879
	Iteration 16Q: 3 clusters Score -268459.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -268490.218750 Penalty: 2603.150879
	Iteration 17Q: 3 clusters Score -268490.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -268518.218750 Penalty: 2603.150879
	Iteration 18Q: 3 clusters Score -268518.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -268542.625000 Penalty: 2603.150879
	Iteration 19Q: 3 clusters Score -268542.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -268565.625000 Penalty: 2603.150879
	Iteration 20F: 3 clusters Score -268565.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -268588.531250 Penalty: 2603.150879
	Iteration 21Q: 3 clusters Score -268588.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -268602.656250 Penalty: 2603.150879
	Iteration 22Q: 3 clusters Score -268602.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -268622.531250 Penalty: 2603.150879
	Iteration 23Q: 3 clusters Score -268622.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -268649.031250 Penalty: 2603.150879
	Iteration 24Q: 3 clusters Score -268649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -268668.281250 Penalty: 2603.150879
	Iteration 25Q: 3 clusters Score -268668.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -268682.312500 Penalty: 2603.150879
	Iteration 26Q: 3 clusters Score -268682.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -268698.468750 Penalty: 2603.150879
	Iteration 27Q: 3 clusters Score -268698.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -268708.343750 Penalty: 2603.150879
	Iteration 28Q: 3 clusters Score -268708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -268719.312500 Penalty: 2603.150879
	Iteration 29Q: 3 clusters Score -268719.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -268728.093750 Penalty: 2603.150879
	Iteration 30Q: 3 clusters Score -268728.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -268736.125000 Penalty: 2603.150879
	Iteration 31Q: 3 clusters Score -268736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -268745.812500 Penalty: 2603.150879
	Iteration 32Q: 3 clusters Score -268745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -268754.875000 Penalty: 2603.150879
	Iteration 33Q: 3 clusters Score -268754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -268760.437500 Penalty: 2603.150879
	Iteration 34Q: 3 clusters Score -268760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -268768.937500 Penalty: 2603.150879
	Iteration 35Q: 3 clusters Score -268768.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -268780.406250 Penalty: 2603.150879
	Iteration 36Q: 3 clusters Score -268780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -268786.562500 Penalty: 2603.150879
	Iteration 37Q: 3 clusters Score -268786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -268795.343750 Penalty: 2603.150879
	Iteration 38Q: 3 clusters Score -268795.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -268801.406250 Penalty: 2603.150879
	Iteration 39Q: 3 clusters Score -268801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -268811.968750 Penalty: 2603.150879
	Iteration 40F: 3 clusters Score -268812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -268823.031250 Penalty: 2603.150879
	Iteration 41Q: 3 clusters Score -268823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -268831.468750 Penalty: 2603.150879
	Iteration 42Q: 3 clusters Score -268831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -268834.562500 Penalty: 2603.150879
	Iteration 43Q: 3 clusters Score -268834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -268839.343750 Penalty: 2603.150879
	Iteration 44Q: 3 clusters Score -268839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -268843.656250 Penalty: 2603.150879
	Iteration 45Q: 3 clusters Score -268843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -268848.906250 Penalty: 2603.150879
	Iteration 46Q: 3 clusters Score -268848.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -268852.375000 Penalty: 2603.150879
	Iteration 47Q: 3 clusters Score -268852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -268854.687500 Penalty: 2603.150879
	Iteration 48Q: 3 clusters Score -268854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -268858.000000 Penalty: 2603.150879
	Iteration 49Q: 3 clusters Score -268858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -268863.156250 Penalty: 2603.150879
	Iteration 50Q: 3 clusters Score -268863.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -268870.250000 Penalty: 2603.150879
	Iteration 51Q: 3 clusters Score -268870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -268877.937500 Penalty: 2603.150879
	Iteration 52Q: 3 clusters Score -268877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -268883.906250 Penalty: 2603.150879
	Iteration 53Q: 3 clusters Score -268883.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -268888.531250 Penalty: 2603.150879
	Iteration 54Q: 3 clusters Score -268888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -268889.093750 Penalty: 2603.150879
	Iteration 55Q: 3 clusters Score -268889.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -268891.062500 Penalty: 2603.150879
	Iteration 56Q: 3 clusters Score -268891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -268895.312500 Penalty: 2603.150879
	Iteration 57Q: 3 clusters Score -268895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -268896.593750 Penalty: 2603.150879
	Iteration 58Q: 3 clusters Score -268896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -268897.656250 Penalty: 2603.150879
	Iteration 59Q: 3 clusters Score -268897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -268899.875000 Penalty: 2603.150879
	Iteration 60F: 3 clusters Score -268899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -268903.968750 Penalty: 2603.150879
	Iteration 61Q: 3 clusters Score -268904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -268903.968750 Penalty: 2603.150879
	Iteration 62F: 3 clusters Score -268904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -458991.218750 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -458991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -455016.500000 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -455016.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -456111.250000 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -456111.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -456313.843750 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -456313.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -456446.968750 Penalty: 2770.419434
	Iteration 3F: 3 clusters Score -456447 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -456554.937500 Penalty: 2770.419434
	Iteration 4Q: 3 clusters Score -456554.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -456660.625000 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -456660.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -456773.937500 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -456773.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -456892.843750 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -456892.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -457026.593750 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -457026.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -457166.750000 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -457166.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -457301.937500 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -457301.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -457425.031250 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -457425 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -457536.750000 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -457536.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -457632.812500 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -457632.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -457681.968750 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -457682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -457717.187500 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -457717.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -457743.125000 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -457743.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -457766.937500 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -457766.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -457792.593750 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -457792.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -457814.000000 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -457814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -457828.406250 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -457828.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -457841.843750 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -457841.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -457855.593750 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -457855.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -457861.875000 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -457861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -457867.187500 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -457867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -457870.468750 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -457870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -457872.656250 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -457872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -457874.031250 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -457874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -457873.875000 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -457873.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -457873.875000 Penalty: 2770.419434
	Iteration 29F: 3 clusters Score -457873.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -135350.546875 Penalty: 1189.478027
	Iteration 0F: 2 clusters Score -135350.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133602.109375 Penalty: 2378.956055
	Iteration 0F: 3 clusters Score -133602.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -133920.093750 Penalty: 2378.956055
	Iteration 1F: 3 clusters Score -133920.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134013.281250 Penalty: 2378.956055
	Iteration 2F: 3 clusters Score -134013.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -134062.640625 Penalty: 2378.956055
	Iteration 3Q: 3 clusters Score -134062.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134087.703125 Penalty: 2378.956055
	Iteration 4Q: 3 clusters Score -134087.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134111.421875 Penalty: 2378.956055
	Iteration 5Q: 3 clusters Score -134111.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -134140.984375 Penalty: 2378.956055
	Iteration 6Q: 3 clusters Score -134141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134162.390625 Penalty: 2378.956055
	Iteration 7Q: 3 clusters Score -134162.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -134185.515625 Penalty: 2378.956055
	Iteration 8Q: 3 clusters Score -134185.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -134200.687500 Penalty: 2378.956055
	Iteration 9Q: 3 clusters Score -134200.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -134210.281250 Penalty: 2378.956055
	Iteration 10Q: 3 clusters Score -134210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134216.406250 Penalty: 2378.956055
	Iteration 11Q: 3 clusters Score -134216.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -134221.343750 Penalty: 2378.956055
	Iteration 12Q: 3 clusters Score -134221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134225.828125 Penalty: 2378.956055
	Iteration 13Q: 3 clusters Score -134225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -134229.265625 Penalty: 2378.956055
	Iteration 14Q: 3 clusters Score -134229.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -134232.343750 Penalty: 2378.956055
	Iteration 15Q: 3 clusters Score -134232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -134237.937500 Penalty: 2378.956055
	Iteration 16Q: 3 clusters Score -134237.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -134241.125000 Penalty: 2378.956055
	Iteration 17Q: 3 clusters Score -134241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134242.734375 Penalty: 2378.956055
	Iteration 18Q: 3 clusters Score -134242.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -134242.734375 Penalty: 2378.956055
	Iteration 19F: 3 clusters Score -134242.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Entering Unmasked Estep 
Score: -1185714.625000 Penalty: 1543.959961
	Iteration 0F: 2 clusters Score -1185715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1176303.500000 Penalty: 3087.919922
	Iteration 0F: 3 clusters Score -1176304 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1179655.125000 Penalty: 3087.919922
	Iteration 1F: 3 clusters Score -1179655 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1180020.375000 Penalty: 3087.919922
	Iteration 2F: 3 clusters Score -1180020 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1180304.375000 Penalty: 3087.919922
	Iteration 3Q: 3 clusters Score -1180304 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1180559.625000 Penalty: 3087.919922
	Iteration 4Q: 3 clusters Score -1180560 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1180800.625000 Penalty: 3087.919922
	Iteration 5Q: 3 clusters Score -1180801 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1181026.000000 Penalty: 3087.919922
	Iteration 6Q: 3 clusters Score -1181026 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1181217.250000 Penalty: 3087.919922
	Iteration 7Q: 3 clusters Score -1181217 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1181388.125000 Penalty: 3087.919922
	Iteration 8Q: 3 clusters Score -1181388 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1181559.750000 Penalty: 3087.919922
	Iteration 9Q: 3 clusters Score -1181560 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1181737.375000 Penalty: 3087.919922
	Iteration 10Q: 3 clusters Score -1181737 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1181920.750000 Penalty: 3087.919922
	Iteration 11Q: 3 clusters Score -1181921 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1182116.375000 Penalty: 3087.919922
	Iteration 12Q: 3 clusters Score -1182116 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1182286.625000 Penalty: 3087.919922
	Iteration 13Q: 3 clusters Score -1182287 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1182394.500000 Penalty: 3087.919922
	Iteration 14Q: 3 clusters Score -1182394 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1182457.000000 Penalty: 3087.919922
	Iteration 15Q: 3 clusters Score -1182457 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1182488.875000 Penalty: 3087.919922
	Iteration 16Q: 3 clusters Score -1182489 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1182503.625000 Penalty: 3087.919922
	Iteration 17Q: 3 clusters Score -1182504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1182515.000000 Penalty: 3087.919922
	Iteration 18Q: 3 clusters Score -1182515 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1182522.750000 Penalty: 3087.919922
	Iteration 19Q: 3 clusters Score -1182523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1182537.500000 Penalty: 3087.919922
	Iteration 20F: 3 clusters Score -1182538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1182541.875000 Penalty: 3087.919922
	Iteration 21Q: 3 clusters Score -1182542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1182548.125000 Penalty: 3087.919922
	Iteration 22Q: 3 clusters Score -1182548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1182555.625000 Penalty: 3087.919922
	Iteration 23Q: 3 clusters Score -1182556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1182561.375000 Penalty: 3087.919922
	Iteration 24Q: 3 clusters Score -1182561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1182571.750000 Penalty: 3087.919922
	Iteration 25Q: 3 clusters Score -1182572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1182581.000000 Penalty: 3087.919922
	Iteration 26Q: 3 clusters Score -1182581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1182590.125000 Penalty: 3087.919922
	Iteration 27Q: 3 clusters Score -1182590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1182602.625000 Penalty: 3087.919922
	Iteration 28Q: 3 clusters Score -1182603 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1182609.625000 Penalty: 3087.919922
	Iteration 29Q: 3 clusters Score -1182610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1182617.750000 Penalty: 3087.919922
	Iteration 30Q: 3 clusters Score -1182618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1182621.375000 Penalty: 3087.919922
	Iteration 31Q: 3 clusters Score -1182621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1182628.125000 Penalty: 3087.919922
	Iteration 32Q: 3 clusters Score -1182628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1182629.750000 Penalty: 3087.919922
	Iteration 33Q: 3 clusters Score -1182630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1182634.500000 Penalty: 3087.919922
	Iteration 34Q: 3 clusters Score -1182634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1182641.750000 Penalty: 3087.919922
	Iteration 35Q: 3 clusters Score -1182642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1182647.750000 Penalty: 3087.919922
	Iteration 36Q: 3 clusters Score -1182648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1182654.625000 Penalty: 3087.919922
	Iteration 37Q: 3 clusters Score -1182655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1182659.000000 Penalty: 3087.919922
	Iteration 38Q: 3 clusters Score -1182659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1182671.500000 Penalty: 3087.919922
	Iteration 39Q: 3 clusters Score -1182672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1182684.125000 Penalty: 3087.919922
	Iteration 40F: 3 clusters Score -1182684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1182703.625000 Penalty: 3087.919922
	Iteration 41Q: 3 clusters Score -1182704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1182727.875000 Penalty: 3087.919922
	Iteration 42Q: 3 clusters Score -1182728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1182752.250000 Penalty: 3087.919922
	Iteration 43Q: 3 clusters Score -1182752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1182791.375000 Penalty: 3087.919922
	Iteration 44Q: 3 clusters Score -1182791 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1182829.000000 Penalty: 3087.919922
	Iteration 45Q: 3 clusters Score -1182829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1182868.625000 Penalty: 3087.919922
	Iteration 46Q: 3 clusters Score -1182869 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1182899.625000 Penalty: 3087.919922
	Iteration 47Q: 3 clusters Score -1182900 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1182946.250000 Penalty: 3087.919922
	Iteration 48Q: 3 clusters Score -1182946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1182990.250000 Penalty: 3087.919922
	Iteration 49Q: 3 clusters Score -1182990 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1183021.500000 Penalty: 3087.919922
	Iteration 50Q: 3 clusters Score -1183022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1183052.500000 Penalty: 3087.919922
	Iteration 51Q: 3 clusters Score -1183052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1183087.500000 Penalty: 3087.919922
	Iteration 52Q: 3 clusters Score -1183088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1183124.125000 Penalty: 3087.919922
	Iteration 53Q: 3 clusters Score -1183124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1183169.750000 Penalty: 3087.919922
	Iteration 54Q: 3 clusters Score -1183170 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1183213.500000 Penalty: 3087.919922
	Iteration 55Q: 3 clusters Score -1183214 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1183258.625000 Penalty: 3087.919922
	Iteration 56Q: 3 clusters Score -1183259 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1183303.375000 Penalty: 3087.919922
	Iteration 57Q: 3 clusters Score -1183303 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1183344.750000 Penalty: 3087.919922
	Iteration 58Q: 3 clusters Score -1183345 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1183395.750000 Penalty: 3087.919922
	Iteration 59Q: 3 clusters Score -1183396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1183451.125000 Penalty: 3087.919922
	Iteration 60F: 3 clusters Score -1183451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1183518.750000 Penalty: 3087.919922
	Iteration 61Q: 3 clusters Score -1183519 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1183578.250000 Penalty: 3087.919922
	Iteration 62Q: 3 clusters Score -1183578 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1183634.750000 Penalty: 3087.919922
	Iteration 63Q: 3 clusters Score -1183635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1183699.125000 Penalty: 3087.919922
	Iteration 64Q: 3 clusters Score -1183699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1183754.375000 Penalty: 3087.919922
	Iteration 65Q: 3 clusters Score -1183754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1183806.125000 Penalty: 3087.919922
	Iteration 66Q: 3 clusters Score -1183806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1183857.500000 Penalty: 3087.919922
	Iteration 67Q: 3 clusters Score -1183858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1183925.250000 Penalty: 3087.919922
	Iteration 68Q: 3 clusters Score -1183925 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1184006.125000 Penalty: 3087.919922
	Iteration 69Q: 3 clusters Score -1184006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1184069.625000 Penalty: 3087.919922
	Iteration 70Q: 3 clusters Score -1184070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1184114.625000 Penalty: 3087.919922
	Iteration 71Q: 3 clusters Score -1184115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1184156.750000 Penalty: 3087.919922
	Iteration 72Q: 3 clusters Score -1184157 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1184197.750000 Penalty: 3087.919922
	Iteration 73Q: 3 clusters Score -1184198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1184237.625000 Penalty: 3087.919922
	Iteration 74Q: 3 clusters Score -1184238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1184267.375000 Penalty: 3087.919922
	Iteration 75Q: 3 clusters Score -1184267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1184284.125000 Penalty: 3087.919922
	Iteration 76Q: 3 clusters Score -1184284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1184297.125000 Penalty: 3087.919922
	Iteration 77Q: 3 clusters Score -1184297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1184302.750000 Penalty: 3087.919922
	Iteration 78Q: 3 clusters Score -1184303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1184312.000000 Penalty: 3087.919922
	Iteration 79Q: 3 clusters Score -1184312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1184318.875000 Penalty: 3087.919922
	Iteration 80F: 3 clusters Score -1184319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1184330.000000 Penalty: 3087.919922
	Iteration 81Q: 3 clusters Score -1184330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1184340.000000 Penalty: 3087.919922
	Iteration 82Q: 3 clusters Score -1184340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1184340.875000 Penalty: 3087.919922
	Iteration 83Q: 3 clusters Score -1184341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1184346.875000 Penalty: 3087.919922
	Iteration 84Q: 3 clusters Score -1184347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1184347.125000 Penalty: 3087.919922
	Iteration 85Q: 3 clusters Score -1184347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1184349.875000 Penalty: 3087.919922
	Iteration 86Q: 3 clusters Score -1184350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1184351.750000 Penalty: 3087.919922
	Iteration 87Q: 3 clusters Score -1184352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1184353.750000 Penalty: 3087.919922
	Iteration 88Q: 3 clusters Score -1184354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1184355.625000 Penalty: 3087.919922
	Iteration 89Q: 3 clusters Score -1184356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1184355.625000 Penalty: 3087.919922
	Iteration 90F: 3 clusters Score -1184356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -360687.406250 Penalty: 1352.072754
	Iteration 0F: 2 clusters Score -360687.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -357281.125000 Penalty: 2704.145508
	Iteration 0F: 3 clusters Score -357281.1 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -358193.875000 Penalty: 2704.145508
	Iteration 1F: 3 clusters Score -358193.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -358375.156250 Penalty: 2704.145508
	Iteration 2F: 3 clusters Score -358375.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -358499.875000 Penalty: 2704.145508
	Iteration 3F: 3 clusters Score -358499.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -358593.125000 Penalty: 2704.145508
	Iteration 4Q: 3 clusters Score -358593.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -358686.406250 Penalty: 2704.145508
	Iteration 5Q: 3 clusters Score -358686.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -358785.281250 Penalty: 2704.145508
	Iteration 6Q: 3 clusters Score -358785.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -358891.000000 Penalty: 2704.145508
	Iteration 7Q: 3 clusters Score -358891 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -359003.875000 Penalty: 2704.145508
	Iteration 8Q: 3 clusters Score -359003.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -359106.687500 Penalty: 2704.145508
	Iteration 9Q: 3 clusters Score -359106.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -359226.031250 Penalty: 2704.145508
	Iteration 10Q: 3 clusters Score -359226 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -359376.406250 Penalty: 2704.145508
	Iteration 11Q: 3 clusters Score -359376.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -359542.375000 Penalty: 2704.145508
	Iteration 12Q: 3 clusters Score -359542.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -359718.875000 Penalty: 2704.145508
	Iteration 13Q: 3 clusters Score -359718.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -359856.843750 Penalty: 2704.145508
	Iteration 14Q: 3 clusters Score -359856.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -359979.437500 Penalty: 2704.145508
	Iteration 15Q: 3 clusters Score -359979.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -360062.937500 Penalty: 2704.145508
	Iteration 16Q: 3 clusters Score -360062.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -360124.718750 Penalty: 2704.145508
	Iteration 17Q: 3 clusters Score -360124.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -360153.437500 Penalty: 2704.145508
	Iteration 18Q: 3 clusters Score -360153.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -360169.406250 Penalty: 2704.145508
	Iteration 19Q: 3 clusters Score -360169.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -360181.281250 Penalty: 2704.145508
	Iteration 20F: 3 clusters Score -360181.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -360191.125000 Penalty: 2704.145508
	Iteration 21Q: 3 clusters Score -360191.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -360199.000000 Penalty: 2704.145508
	Iteration 22Q: 3 clusters Score -360199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -360202.218750 Penalty: 2704.145508
	Iteration 23Q: 3 clusters Score -360202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -360203.593750 Penalty: 2704.145508
	Iteration 24Q: 3 clusters Score -360203.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -360205.062500 Penalty: 2704.145508
	Iteration 25Q: 3 clusters Score -360205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -360205.968750 Penalty: 2704.145508
	Iteration 26Q: 3 clusters Score -360206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -360207.312500 Penalty: 2704.145508
	Iteration 27Q: 3 clusters Score -360207.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -360208.937500 Penalty: 2704.145508
	Iteration 28Q: 3 clusters Score -360208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -360209.062500 Penalty: 2704.145508
	Iteration 29Q: 3 clusters Score -360209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -360208.968750 Penalty: 2704.145508
	Iteration 30Q: 3 clusters Score -360209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -360209.000000 Penalty: 2704.145508
	Iteration 31Q: 3 clusters Score -360209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -360209.000000 Penalty: 2704.145508
	Iteration 32F: 3 clusters Score -360209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Entering Unmasked Estep 
Score: -2002210.500000 Penalty: 1636.570557
	Iteration 0F: 2 clusters Score -2002210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1986176.250000 Penalty: 3273.141113
	Iteration 0F: 3 clusters Score -1986176 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1992330.250000 Penalty: 3273.141113
	Iteration 1F: 3 clusters Score -1992330 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1992832.375000 Penalty: 3273.141113
	Iteration 2F: 3 clusters Score -1992832 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1993410.000000 Penalty: 3273.141113
	Iteration 3F: 3 clusters Score -1993410 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1994198.000000 Penalty: 3273.141113
	Iteration 4F: 3 clusters Score -1994198 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1995219.875000 Penalty: 3273.141113
	Iteration 5F: 3 clusters Score -1995220 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1996544.500000 Penalty: 3273.141113
	Iteration 6F: 3 clusters Score -1996544 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1997952.750000 Penalty: 3273.141113
	Iteration 7F: 3 clusters Score -1997953 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1999117.500000 Penalty: 3273.141113
	Iteration 8F: 3 clusters Score -1999118 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1999924.000000 Penalty: 3273.141113
	Iteration 9Q: 3 clusters Score -1999924 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2000357.000000 Penalty: 3273.141113
	Iteration 10Q: 3 clusters Score -2000357 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2000550.250000 Penalty: 3273.141113
	Iteration 11Q: 3 clusters Score -2000550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2000644.875000 Penalty: 3273.141113
	Iteration 12Q: 3 clusters Score -2000645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2000699.250000 Penalty: 3273.141113
	Iteration 13Q: 3 clusters Score -2000699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2000731.875000 Penalty: 3273.141113
	Iteration 14Q: 3 clusters Score -2000732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2000752.750000 Penalty: 3273.141113
	Iteration 15Q: 3 clusters Score -2000753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2000771.000000 Penalty: 3273.141113
	Iteration 16Q: 3 clusters Score -2000771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2000778.125000 Penalty: 3273.141113
	Iteration 17Q: 3 clusters Score -2000778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2000785.125000 Penalty: 3273.141113
	Iteration 18Q: 3 clusters Score -2000785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2000787.750000 Penalty: 3273.141113
	Iteration 19Q: 3 clusters Score -2000788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2000788.500000 Penalty: 3273.141113
	Iteration 20F: 3 clusters Score -2000788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2000790.375000 Penalty: 3273.141113
	Iteration 21Q: 3 clusters Score -2000790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2000793.000000 Penalty: 3273.141113
	Iteration 22Q: 3 clusters Score -2000793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2000793.125000 Penalty: 3273.141113
	Iteration 23Q: 3 clusters Score -2000793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2000794.125000 Penalty: 3273.141113
	Iteration 24Q: 3 clusters Score -2000794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2000794.125000 Penalty: 3273.141113
	Iteration 25F: 3 clusters Score -2000794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -259236.250000 Penalty: 1293.609253
	Iteration 0F: 2 clusters Score -259236.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -256600.625000 Penalty: 2587.218506
	Iteration 0F: 3 clusters Score -256600.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -257183.343750 Penalty: 2587.218506
	Iteration 1F: 3 clusters Score -257183.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -257310.359375 Penalty: 2587.218506
	Iteration 2F: 3 clusters Score -257310.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -257409.500000 Penalty: 2587.218506
	Iteration 3F: 3 clusters Score -257409.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -257470.546875 Penalty: 2587.218506
	Iteration 4Q: 3 clusters Score -257470.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -257515.953125 Penalty: 2587.218506
	Iteration 5Q: 3 clusters Score -257516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -257548.687500 Penalty: 2587.218506
	Iteration 6Q: 3 clusters Score -257548.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -257575.078125 Penalty: 2587.218506
	Iteration 7Q: 3 clusters Score -257575.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -257596.515625 Penalty: 2587.218506
	Iteration 8Q: 3 clusters Score -257596.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -257616.000000 Penalty: 2587.218506
	Iteration 9Q: 3 clusters Score -257616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -257633.000000 Penalty: 2587.218506
	Iteration 10Q: 3 clusters Score -257633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -257647.859375 Penalty: 2587.218506
	Iteration 11Q: 3 clusters Score -257647.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -257657.343750 Penalty: 2587.218506
	Iteration 12Q: 3 clusters Score -257657.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -257667.468750 Penalty: 2587.218506
	Iteration 13Q: 3 clusters Score -257667.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -257676.171875 Penalty: 2587.218506
	Iteration 14Q: 3 clusters Score -257676.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -257680.703125 Penalty: 2587.218506
	Iteration 15Q: 3 clusters Score -257680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -257683.421875 Penalty: 2587.218506
	Iteration 16Q: 3 clusters Score -257683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -257685.578125 Penalty: 2587.218506
	Iteration 17Q: 3 clusters Score -257685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -257687.968750 Penalty: 2587.218506
	Iteration 18Q: 3 clusters Score -257688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -257689.328125 Penalty: 2587.218506
	Iteration 19Q: 3 clusters Score -257689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -257691.093750 Penalty: 2587.218506
	Iteration 20F: 3 clusters Score -257691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -257693.421875 Penalty: 2587.218506
	Iteration 21Q: 3 clusters Score -257693.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -257694.437500 Penalty: 2587.218506
	Iteration 22Q: 3 clusters Score -257694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -257695.750000 Penalty: 2587.218506
	Iteration 23Q: 3 clusters Score -257695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -257698.187500 Penalty: 2587.218506
	Iteration 24Q: 3 clusters Score -257698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -257700.812500 Penalty: 2587.218506
	Iteration 25Q: 3 clusters Score -257700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -257703.578125 Penalty: 2587.218506
	Iteration 26Q: 3 clusters Score -257703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -257705.250000 Penalty: 2587.218506
	Iteration 27Q: 3 clusters Score -257705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -257707.781250 Penalty: 2587.218506
	Iteration 28Q: 3 clusters Score -257707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -257711.968750 Penalty: 2587.218506
	Iteration 29Q: 3 clusters Score -257712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -257714.109375 Penalty: 2587.218506
	Iteration 30Q: 3 clusters Score -257714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -257716.328125 Penalty: 2587.218506
	Iteration 31Q: 3 clusters Score -257716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -257719.703125 Penalty: 2587.218506
	Iteration 32Q: 3 clusters Score -257719.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -257726.312500 Penalty: 2587.218506
	Iteration 33Q: 3 clusters Score -257726.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -257733.953125 Penalty: 2587.218506
	Iteration 34Q: 3 clusters Score -257734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -257744.703125 Penalty: 2587.218506
	Iteration 35Q: 3 clusters Score -257744.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -257751.000000 Penalty: 2587.218506
	Iteration 36Q: 3 clusters Score -257751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -257759.921875 Penalty: 2587.218506
	Iteration 37Q: 3 clusters Score -257759.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -257766.765625 Penalty: 2587.218506
	Iteration 38Q: 3 clusters Score -257766.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -257769.687500 Penalty: 2587.218506
	Iteration 39Q: 3 clusters Score -257769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -257771.234375 Penalty: 2587.218506
	Iteration 40F: 3 clusters Score -257771.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -257773.171875 Penalty: 2587.218506
	Iteration 41Q: 3 clusters Score -257773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -257775.937500 Penalty: 2587.218506
	Iteration 42Q: 3 clusters Score -257775.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -257782.953125 Penalty: 2587.218506
	Iteration 43Q: 3 clusters Score -257783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -257790.531250 Penalty: 2587.218506
	Iteration 44Q: 3 clusters Score -257790.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -257796.406250 Penalty: 2587.218506
	Iteration 45Q: 3 clusters Score -257796.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -257802.312500 Penalty: 2587.218506
	Iteration 46Q: 3 clusters Score -257802.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -257811.421875 Penalty: 2587.218506
	Iteration 47Q: 3 clusters Score -257811.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -257821.781250 Penalty: 2587.218506
	Iteration 48Q: 3 clusters Score -257821.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -257832.062500 Penalty: 2587.218506
	Iteration 49Q: 3 clusters Score -257832.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -257843.343750 Penalty: 2587.218506
	Iteration 50Q: 3 clusters Score -257843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -257852.140625 Penalty: 2587.218506
	Iteration 51Q: 3 clusters Score -257852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -257856.718750 Penalty: 2587.218506
	Iteration 52Q: 3 clusters Score -257856.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -257865.500000 Penalty: 2587.218506
	Iteration 53Q: 3 clusters Score -257865.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -257872.703125 Penalty: 2587.218506
	Iteration 54Q: 3 clusters Score -257872.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -257878.265625 Penalty: 2587.218506
	Iteration 55Q: 3 clusters Score -257878.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -257882.640625 Penalty: 2587.218506
	Iteration 56Q: 3 clusters Score -257882.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -257889.203125 Penalty: 2587.218506
	Iteration 57Q: 3 clusters Score -257889.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -257897.703125 Penalty: 2587.218506
	Iteration 58Q: 3 clusters Score -257897.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -257904.609375 Penalty: 2587.218506
	Iteration 59Q: 3 clusters Score -257904.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -257910.187500 Penalty: 2587.218506
	Iteration 60F: 3 clusters Score -257910.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -257920.421875 Penalty: 2587.218506
	Iteration 61Q: 3 clusters Score -257920.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -257927.671875 Penalty: 2587.218506
	Iteration 62Q: 3 clusters Score -257927.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -257934.937500 Penalty: 2587.218506
	Iteration 63Q: 3 clusters Score -257934.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -257942.890625 Penalty: 2587.218506
	Iteration 64Q: 3 clusters Score -257942.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -257953.390625 Penalty: 2587.218506
	Iteration 65Q: 3 clusters Score -257953.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -257961.859375 Penalty: 2587.218506
	Iteration 66Q: 3 clusters Score -257961.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -257970.937500 Penalty: 2587.218506
	Iteration 67Q: 3 clusters Score -257970.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -257979.375000 Penalty: 2587.218506
	Iteration 68Q: 3 clusters Score -257979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -257984.671875 Penalty: 2587.218506
	Iteration 69Q: 3 clusters Score -257984.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -257988.812500 Penalty: 2587.218506
	Iteration 70Q: 3 clusters Score -257988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -257990.328125 Penalty: 2587.218506
	Iteration 71Q: 3 clusters Score -257990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -257991.406250 Penalty: 2587.218506
	Iteration 72Q: 3 clusters Score -257991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -257992.562500 Penalty: 2587.218506
	Iteration 73Q: 3 clusters Score -257992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -257994.250000 Penalty: 2587.218506
	Iteration 74Q: 3 clusters Score -257994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -257994.609375 Penalty: 2587.218506
	Iteration 75Q: 3 clusters Score -257994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -257996.656250 Penalty: 2587.218506
	Iteration 76Q: 3 clusters Score -257996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -257997.796875 Penalty: 2587.218506
	Iteration 77Q: 3 clusters Score -257997.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -258001.109375 Penalty: 2587.218506
	Iteration 78Q: 3 clusters Score -258001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -258002.828125 Penalty: 2587.218506
	Iteration 79Q: 3 clusters Score -258002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -258005.609375 Penalty: 2587.218506
	Iteration 80F: 3 clusters Score -258005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -258009.406250 Penalty: 2587.218506
	Iteration 81Q: 3 clusters Score -258009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -258014.281250 Penalty: 2587.218506
	Iteration 82Q: 3 clusters Score -258014.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -258019.281250 Penalty: 2587.218506
	Iteration 83Q: 3 clusters Score -258019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -258023.156250 Penalty: 2587.218506
	Iteration 84Q: 3 clusters Score -258023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -258025.296875 Penalty: 2587.218506
	Iteration 85Q: 3 clusters Score -258025.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -258028.328125 Penalty: 2587.218506
	Iteration 86Q: 3 clusters Score -258028.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -258030.640625 Penalty: 2587.218506
	Iteration 87Q: 3 clusters Score -258030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -258033.718750 Penalty: 2587.218506
	Iteration 88Q: 3 clusters Score -258033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -258036.031250 Penalty: 2587.218506
	Iteration 89Q: 3 clusters Score -258036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -258040.953125 Penalty: 2587.218506
	Iteration 90Q: 3 clusters Score -258041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -258046.156250 Penalty: 2587.218506
	Iteration 91Q: 3 clusters Score -258046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -258050.328125 Penalty: 2587.218506
	Iteration 92Q: 3 clusters Score -258050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -258054.218750 Penalty: 2587.218506
	Iteration 93Q: 3 clusters Score -258054.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -258055.937500 Penalty: 2587.218506
	Iteration 94Q: 3 clusters Score -258055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -258057.281250 Penalty: 2587.218506
	Iteration 95Q: 3 clusters Score -258057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -258058.031250 Penalty: 2587.218506
	Iteration 96Q: 3 clusters Score -258058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -258059.015625 Penalty: 2587.218506
	Iteration 97Q: 3 clusters Score -258059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -258062.984375 Penalty: 2587.218506
	Iteration 98Q: 3 clusters Score -258063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -258069.046875 Penalty: 2587.218506
	Iteration 99Q: 3 clusters Score -258069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -258072.187500 Penalty: 2587.218506
	Iteration 100F: 3 clusters Score -258072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -258073.062500 Penalty: 2587.218506
	Iteration 101Q: 3 clusters Score -258073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -258073.968750 Penalty: 2587.218506
	Iteration 102Q: 3 clusters Score -258074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -258075.671875 Penalty: 2587.218506
	Iteration 103Q: 3 clusters Score -258075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -258076.734375 Penalty: 2587.218506
	Iteration 104Q: 3 clusters Score -258076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -258077.312500 Penalty: 2587.218506
	Iteration 105Q: 3 clusters Score -258077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -258077.312500 Penalty: 2587.218506
	Iteration 106F: 3 clusters Score -258077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Entering Unmasked Estep 
Score: -1210931.875000 Penalty: 1548.488159
	Iteration 0F: 2 clusters Score -1210932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1201410.375000 Penalty: 3096.976318
	Iteration 0F: 3 clusters Score -1201410 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1204802.125000 Penalty: 3096.976318
	Iteration 1F: 3 clusters Score -1204802 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1205185.125000 Penalty: 3096.976318
	Iteration 2F: 3 clusters Score -1205185 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1205615.125000 Penalty: 3096.976318
	Iteration 3F: 3 clusters Score -1205615 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1206154.625000 Penalty: 3096.976318
	Iteration 4F: 3 clusters Score -1206155 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1206798.500000 Penalty: 3096.976318
	Iteration 5F: 3 clusters Score -1206798 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1207582.375000 Penalty: 3096.976318
	Iteration 6F: 3 clusters Score -1207582 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1208236.500000 Penalty: 3096.976318
	Iteration 7F: 3 clusters Score -1208236 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1208744.625000 Penalty: 3096.976318
	Iteration 8Q: 3 clusters Score -1208745 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1209027.125000 Penalty: 3096.976318
	Iteration 9Q: 3 clusters Score -1209027 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1209207.500000 Penalty: 3096.976318
	Iteration 10Q: 3 clusters Score -1209208 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1209341.625000 Penalty: 3096.976318
	Iteration 11Q: 3 clusters Score -1209342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1209449.375000 Penalty: 3096.976318
	Iteration 12Q: 3 clusters Score -1209449 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1209507.250000 Penalty: 3096.976318
	Iteration 13Q: 3 clusters Score -1209507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1209551.500000 Penalty: 3096.976318
	Iteration 14Q: 3 clusters Score -1209552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1209581.125000 Penalty: 3096.976318
	Iteration 15Q: 3 clusters Score -1209581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1209602.375000 Penalty: 3096.976318
	Iteration 16Q: 3 clusters Score -1209602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1209621.500000 Penalty: 3096.976318
	Iteration 17Q: 3 clusters Score -1209622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1209639.625000 Penalty: 3096.976318
	Iteration 18Q: 3 clusters Score -1209640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1209657.625000 Penalty: 3096.976318
	Iteration 19Q: 3 clusters Score -1209658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1209668.250000 Penalty: 3096.976318
	Iteration 20F: 3 clusters Score -1209668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1209679.500000 Penalty: 3096.976318
	Iteration 21Q: 3 clusters Score -1209680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1209689.500000 Penalty: 3096.976318
	Iteration 22Q: 3 clusters Score -1209690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1209701.000000 Penalty: 3096.976318
	Iteration 23Q: 3 clusters Score -1209701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1209702.750000 Penalty: 3096.976318
	Iteration 24Q: 3 clusters Score -1209703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1209707.750000 Penalty: 3096.976318
	Iteration 25Q: 3 clusters Score -1209708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1209710.125000 Penalty: 3096.976318
	Iteration 26Q: 3 clusters Score -1209710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1209715.375000 Penalty: 3096.976318
	Iteration 27Q: 3 clusters Score -1209715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1209721.125000 Penalty: 3096.976318
	Iteration 28Q: 3 clusters Score -1209721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1209732.250000 Penalty: 3096.976318
	Iteration 29Q: 3 clusters Score -1209732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1209735.750000 Penalty: 3096.976318
	Iteration 30Q: 3 clusters Score -1209736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1209737.875000 Penalty: 3096.976318
	Iteration 31Q: 3 clusters Score -1209738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1209741.000000 Penalty: 3096.976318
	Iteration 32Q: 3 clusters Score -1209741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1209743.375000 Penalty: 3096.976318
	Iteration 33Q: 3 clusters Score -1209743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1209746.875000 Penalty: 3096.976318
	Iteration 34Q: 3 clusters Score -1209747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1209749.250000 Penalty: 3096.976318
	Iteration 35Q: 3 clusters Score -1209749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1209753.000000 Penalty: 3096.976318
	Iteration 36Q: 3 clusters Score -1209753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1209753.750000 Penalty: 3096.976318
	Iteration 37Q: 3 clusters Score -1209754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1209759.500000 Penalty: 3096.976318
	Iteration 38Q: 3 clusters Score -1209760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1209764.375000 Penalty: 3096.976318
	Iteration 39Q: 3 clusters Score -1209764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1209768.375000 Penalty: 3096.976318
	Iteration 40F: 3 clusters Score -1209768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1209776.000000 Penalty: 3096.976318
	Iteration 41Q: 3 clusters Score -1209776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1209782.125000 Penalty: 3096.976318
	Iteration 42Q: 3 clusters Score -1209782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1209788.125000 Penalty: 3096.976318
	Iteration 43Q: 3 clusters Score -1209788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1209795.000000 Penalty: 3096.976318
	Iteration 44Q: 3 clusters Score -1209795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1209796.500000 Penalty: 3096.976318
	Iteration 45Q: 3 clusters Score -1209796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1209804.625000 Penalty: 3096.976318
	Iteration 46Q: 3 clusters Score -1209805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1209811.000000 Penalty: 3096.976318
	Iteration 47Q: 3 clusters Score -1209811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1209815.500000 Penalty: 3096.976318
	Iteration 48Q: 3 clusters Score -1209816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1209828.875000 Penalty: 3096.976318
	Iteration 49Q: 3 clusters Score -1209829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1209838.250000 Penalty: 3096.976318
	Iteration 50Q: 3 clusters Score -1209838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1209839.750000 Penalty: 3096.976318
	Iteration 51Q: 3 clusters Score -1209840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1209842.375000 Penalty: 3096.976318
	Iteration 52Q: 3 clusters Score -1209842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1209842.875000 Penalty: 3096.976318
	Iteration 53Q: 3 clusters Score -1209843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1209846.375000 Penalty: 3096.976318
	Iteration 54Q: 3 clusters Score -1209846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1209846.625000 Penalty: 3096.976318
	Iteration 55Q: 3 clusters Score -1209847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1209851.125000 Penalty: 3096.976318
	Iteration 56Q: 3 clusters Score -1209851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1209855.250000 Penalty: 3096.976318
	Iteration 57Q: 3 clusters Score -1209855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1209854.500000 Penalty: 3096.976318
	Iteration 58Q: 3 clusters Score -1209854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1209856.375000 Penalty: 3096.976318
	Iteration 59Q: 3 clusters Score -1209856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1209856.000000 Penalty: 3096.976318
	Iteration 60F: 3 clusters Score -1209856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1209856.625000 Penalty: 3096.976318
	Iteration 61Q: 3 clusters Score -1209857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1209856.375000 Penalty: 3096.976318
	Iteration 62Q: 3 clusters Score -1209856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1209856.375000 Penalty: 3096.976318
	Iteration 63F: 3 clusters Score -1209856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -262923.437500 Penalty: 1300.600830
	Iteration 0F: 2 clusters Score -262923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -260177.500000 Penalty: 2601.201660
	Iteration 0F: 3 clusters Score -260177.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -260905.625000 Penalty: 2601.201660
	Iteration 1F: 3 clusters Score -260905.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -261093.578125 Penalty: 2601.201660
	Iteration 2F: 3 clusters Score -261093.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -261210.625000 Penalty: 2601.201660
	Iteration 3F: 3 clusters Score -261210.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -261312.437500 Penalty: 2601.201660
	Iteration 4Q: 3 clusters Score -261312.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -261391.468750 Penalty: 2601.201660
	Iteration 5Q: 3 clusters Score -261391.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -261459.890625 Penalty: 2601.201660
	Iteration 6Q: 3 clusters Score -261459.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -261520.734375 Penalty: 2601.201660
	Iteration 7Q: 3 clusters Score -261520.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261579.250000 Penalty: 2601.201660
	Iteration 8Q: 3 clusters Score -261579.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -261633.875000 Penalty: 2601.201660
	Iteration 9Q: 3 clusters Score -261633.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -261677.359375 Penalty: 2601.201660
	Iteration 10Q: 3 clusters Score -261677.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -261722.781250 Penalty: 2601.201660
	Iteration 11Q: 3 clusters Score -261722.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -261765.375000 Penalty: 2601.201660
	Iteration 12Q: 3 clusters Score -261765.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -261791.312500 Penalty: 2601.201660
	Iteration 13Q: 3 clusters Score -261791.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -261809.031250 Penalty: 2601.201660
	Iteration 14Q: 3 clusters Score -261809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -261824.406250 Penalty: 2601.201660
	Iteration 15Q: 3 clusters Score -261824.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -261838.296875 Penalty: 2601.201660
	Iteration 16Q: 3 clusters Score -261838.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -261852.906250 Penalty: 2601.201660
	Iteration 17Q: 3 clusters Score -261852.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -261877.390625 Penalty: 2601.201660
	Iteration 18Q: 3 clusters Score -261877.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -261895.156250 Penalty: 2601.201660
	Iteration 19Q: 3 clusters Score -261895.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -261907.640625 Penalty: 2601.201660
	Iteration 20F: 3 clusters Score -261907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -261913.515625 Penalty: 2601.201660
	Iteration 21Q: 3 clusters Score -261913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -261918.328125 Penalty: 2601.201660
	Iteration 22Q: 3 clusters Score -261918.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -261922.937500 Penalty: 2601.201660
	Iteration 23Q: 3 clusters Score -261922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -261928.171875 Penalty: 2601.201660
	Iteration 24Q: 3 clusters Score -261928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -261929.375000 Penalty: 2601.201660
	Iteration 25Q: 3 clusters Score -261929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -261930.281250 Penalty: 2601.201660
	Iteration 26Q: 3 clusters Score -261930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -261930.281250 Penalty: 2601.201660
	Iteration 27F: 3 clusters Score -261930.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (266107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266107 members 
Entering Unmasked Estep 
Score: -23871452.000000 Penalty: 2029.893677
	Iteration 0F: 2 clusters Score -2.387145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133230 members 
Mstep: Class 2 contains 132877 members 
Entering Unmasked Estep 
Score: -23701296.000000 Penalty: 4059.787354
	Iteration 0F: 3 clusters Score -2.37013e+07 nChanged 129700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136454 members 
Mstep: Class 2 contains 129653 members 
Entering Unmasked Estep 
Score: -23779498.000000 Penalty: 4059.787354
	Iteration 1F: 3 clusters Score -2.37795e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 127708 members 
Entering Unmasked Estep 
Score: -23781106.000000 Penalty: 4059.787354
	Iteration 2Q: 3 clusters Score -2.378111e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141385 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -23783396.000000 Penalty: 4059.787354
	Iteration 3Q: 3 clusters Score -2.37834e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145864 members 
Mstep: Class 2 contains 120243 members 
Entering Unmasked Estep 
Score: -23786810.000000 Penalty: 4059.787354
	Iteration 4Q: 3 clusters Score -2.378681e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 113343 members 
Entering Unmasked Estep 
Score: -23792074.000000 Penalty: 4059.787354
	Iteration 5Q: 3 clusters Score -2.379207e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 103346 members 
Entering Unmasked Estep 
Score: -23800182.000000 Penalty: 4059.787354
	Iteration 6F: 3 clusters Score -2.380018e+07 nChanged 17412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175985 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -23812242.000000 Penalty: 4059.787354
	Iteration 7F: 3 clusters Score -2.381224e+07 nChanged 18857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190770 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -23827582.000000 Penalty: 4059.787354
	Iteration 8F: 3 clusters Score -2.382758e+07 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202979 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -23843832.000000 Penalty: 4059.787354
	Iteration 9F: 3 clusters Score -2.384383e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209970 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -23854832.000000 Penalty: 4059.787354
	Iteration 10Q: 3 clusters Score -2.385483e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213298 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -23859078.000000 Penalty: 4059.787354
	Iteration 11Q: 3 clusters Score -2.385908e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215298 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -23860586.000000 Penalty: 4059.787354
	Iteration 12Q: 3 clusters Score -2.386059e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216776 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -23861366.000000 Penalty: 4059.787354
	Iteration 13Q: 3 clusters Score -2.386137e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218056 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -23861726.000000 Penalty: 4059.787354
	Iteration 14Q: 3 clusters Score -2.386173e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219085 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -23861920.000000 Penalty: 4059.787354
	Iteration 15Q: 3 clusters Score -2.386192e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220021 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -23862056.000000 Penalty: 4059.787354
	Iteration 16Q: 3 clusters Score -2.386206e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220839 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -23862124.000000 Penalty: 4059.787354
	Iteration 17Q: 3 clusters Score -2.386212e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221574 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -23862264.000000 Penalty: 4059.787354
	Iteration 18Q: 3 clusters Score -2.386226e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222277 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -23862320.000000 Penalty: 4059.787354
	Iteration 19Q: 3 clusters Score -2.386232e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222952 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -23862280.000000 Penalty: 4059.787354
	Iteration 20F: 3 clusters Score -2.386228e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223605 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -23862344.000000 Penalty: 4059.787354
	Iteration 21Q: 3 clusters Score -2.386234e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224231 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -23862252.000000 Penalty: 4059.787354
	Iteration 22Q: 3 clusters Score -2.386225e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224802 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -23862150.000000 Penalty: 4059.787354
	Iteration 23Q: 3 clusters Score -2.386215e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225371 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -23862168.000000 Penalty: 4059.787354
	Iteration 24Q: 3 clusters Score -2.386217e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225963 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -23862110.000000 Penalty: 4059.787354
	Iteration 25Q: 3 clusters Score -2.386211e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226555 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -23862138.000000 Penalty: 4059.787354
	Iteration 26Q: 3 clusters Score -2.386214e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227161 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -23862158.000000 Penalty: 4059.787354
	Iteration 27Q: 3 clusters Score -2.386216e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227757 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -23862278.000000 Penalty: 4059.787354
	Iteration 28Q: 3 clusters Score -2.386228e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228334 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -23862320.000000 Penalty: 4059.787354
	Iteration 29Q: 3 clusters Score -2.386232e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228968 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -23862302.000000 Penalty: 4059.787354
	Iteration 30Q: 3 clusters Score -2.38623e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229620 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -23862370.000000 Penalty: 4059.787354
	Iteration 31Q: 3 clusters Score -2.386237e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230223 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -23862490.000000 Penalty: 4059.787354
	Iteration 32Q: 3 clusters Score -2.386249e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230792 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -23862462.000000 Penalty: 4059.787354
	Iteration 33Q: 3 clusters Score -2.386246e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231316 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -23862542.000000 Penalty: 4059.787354
	Iteration 34Q: 3 clusters Score -2.386254e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231849 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -23862614.000000 Penalty: 4059.787354
	Iteration 35Q: 3 clusters Score -2.386261e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232379 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -23862624.000000 Penalty: 4059.787354
	Iteration 36Q: 3 clusters Score -2.386262e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232910 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -23862636.000000 Penalty: 4059.787354
	Iteration 37Q: 3 clusters Score -2.386264e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233455 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -23862590.000000 Penalty: 4059.787354
	Iteration 38Q: 3 clusters Score -2.386259e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234023 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -23862612.000000 Penalty: 4059.787354
	Iteration 39Q: 3 clusters Score -2.386261e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234601 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -23862670.000000 Penalty: 4059.787354
	Iteration 40F: 3 clusters Score -2.386267e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235174 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -23862716.000000 Penalty: 4059.787354
	Iteration 41Q: 3 clusters Score -2.386272e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235699 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -23862812.000000 Penalty: 4059.787354
	Iteration 42Q: 3 clusters Score -2.386281e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236196 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -23862834.000000 Penalty: 4059.787354
	Iteration 43Q: 3 clusters Score -2.386283e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236757 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -23862920.000000 Penalty: 4059.787354
	Iteration 44Q: 3 clusters Score -2.386292e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237329 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -23863054.000000 Penalty: 4059.787354
	Iteration 45Q: 3 clusters Score -2.386305e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237934 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -23863132.000000 Penalty: 4059.787354
	Iteration 46Q: 3 clusters Score -2.386313e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238587 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -23863184.000000 Penalty: 4059.787354
	Iteration 47Q: 3 clusters Score -2.386318e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239288 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -23863232.000000 Penalty: 4059.787354
	Iteration 48Q: 3 clusters Score -2.386323e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240022 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -23863308.000000 Penalty: 4059.787354
	Iteration 49Q: 3 clusters Score -2.386331e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240773 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -23863446.000000 Penalty: 4059.787354
	Iteration 50Q: 3 clusters Score -2.386345e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241534 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -23863588.000000 Penalty: 4059.787354
	Iteration 51Q: 3 clusters Score -2.386359e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242342 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -23863716.000000 Penalty: 4059.787354
	Iteration 52Q: 3 clusters Score -2.386372e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243149 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -23863798.000000 Penalty: 4059.787354
	Iteration 53Q: 3 clusters Score -2.38638e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243986 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -23863968.000000 Penalty: 4059.787354
	Iteration 54Q: 3 clusters Score -2.386397e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244841 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -23864192.000000 Penalty: 4059.787354
	Iteration 55Q: 3 clusters Score -2.386419e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245710 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -23864430.000000 Penalty: 4059.787354
	Iteration 56Q: 3 clusters Score -2.386443e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246531 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -23864608.000000 Penalty: 4059.787354
	Iteration 57Q: 3 clusters Score -2.386461e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247375 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -23864722.000000 Penalty: 4059.787354
	Iteration 58Q: 3 clusters Score -2.386472e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248212 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -23864916.000000 Penalty: 4059.787354
	Iteration 59Q: 3 clusters Score -2.386492e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249043 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -23865058.000000 Penalty: 4059.787354
	Iteration 60F: 3 clusters Score -2.386506e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249863 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -23865328.000000 Penalty: 4059.787354
	Iteration 61Q: 3 clusters Score -2.386533e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250608 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -23865504.000000 Penalty: 4059.787354
	Iteration 62Q: 3 clusters Score -2.38655e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251351 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -23865690.000000 Penalty: 4059.787354
	Iteration 63Q: 3 clusters Score -2.386569e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252126 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -23865966.000000 Penalty: 4059.787354
	Iteration 64Q: 3 clusters Score -2.386597e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252909 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -23866152.000000 Penalty: 4059.787354
	Iteration 65Q: 3 clusters Score -2.386615e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253678 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -23866440.000000 Penalty: 4059.787354
	Iteration 66Q: 3 clusters Score -2.386644e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254448 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -23866672.000000 Penalty: 4059.787354
	Iteration 67Q: 3 clusters Score -2.386667e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255184 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -23866990.000000 Penalty: 4059.787354
	Iteration 68Q: 3 clusters Score -2.386699e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255862 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -23867184.000000 Penalty: 4059.787354
	Iteration 69Q: 3 clusters Score -2.386718e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256509 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -23867374.000000 Penalty: 4059.787354
	Iteration 70Q: 3 clusters Score -2.386737e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257124 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -23867622.000000 Penalty: 4059.787354
	Iteration 71Q: 3 clusters Score -2.386762e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257711 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -23867852.000000 Penalty: 4059.787354
	Iteration 72Q: 3 clusters Score -2.386785e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258285 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -23868026.000000 Penalty: 4059.787354
	Iteration 73Q: 3 clusters Score -2.386803e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258788 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -23868306.000000 Penalty: 4059.787354
	Iteration 74Q: 3 clusters Score -2.386831e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259244 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -23868452.000000 Penalty: 4059.787354
	Iteration 75Q: 3 clusters Score -2.386845e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259677 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -23868616.000000 Penalty: 4059.787354
	Iteration 76Q: 3 clusters Score -2.386862e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260078 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -23868716.000000 Penalty: 4059.787354
	Iteration 77Q: 3 clusters Score -2.386872e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260479 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -23868798.000000 Penalty: 4059.787354
	Iteration 78Q: 3 clusters Score -2.38688e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260819 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -23868896.000000 Penalty: 4059.787354
	Iteration 79Q: 3 clusters Score -2.38689e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261140 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -23868980.000000 Penalty: 4059.787354
	Iteration 80F: 3 clusters Score -2.386898e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261439 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -23869092.000000 Penalty: 4059.787354
	Iteration 81Q: 3 clusters Score -2.386909e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261723 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -23869222.000000 Penalty: 4059.787354
	Iteration 82Q: 3 clusters Score -2.386922e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261967 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -23869300.000000 Penalty: 4059.787354
	Iteration 83Q: 3 clusters Score -2.38693e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262184 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -23869348.000000 Penalty: 4059.787354
	Iteration 84Q: 3 clusters Score -2.386935e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262359 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -23869394.000000 Penalty: 4059.787354
	Iteration 85Q: 3 clusters Score -2.386939e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262536 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -23869438.000000 Penalty: 4059.787354
	Iteration 86Q: 3 clusters Score -2.386944e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262696 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -23869520.000000 Penalty: 4059.787354
	Iteration 87Q: 3 clusters Score -2.386952e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262832 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -23869534.000000 Penalty: 4059.787354
	Iteration 88Q: 3 clusters Score -2.386953e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262960 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -23869600.000000 Penalty: 4059.787354
	Iteration 89Q: 3 clusters Score -2.38696e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263056 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23869588.000000 Penalty: 4059.787354
	Iteration 90Q: 3 clusters Score -2.386959e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263135 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -23869588.000000 Penalty: 4059.787354
	Iteration 91Q: 3 clusters Score -2.386959e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263200 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -23869600.000000 Penalty: 4059.787354
	Iteration 92Q: 3 clusters Score -2.38696e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263256 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -23869610.000000 Penalty: 4059.787354
	Iteration 93Q: 3 clusters Score -2.386961e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263307 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -23869654.000000 Penalty: 4059.787354
	Iteration 94Q: 3 clusters Score -2.386965e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263350 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -23869652.000000 Penalty: 4059.787354
	Iteration 95Q: 3 clusters Score -2.386965e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263398 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -23869692.000000 Penalty: 4059.787354
	Iteration 96Q: 3 clusters Score -2.386969e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263433 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -23869698.000000 Penalty: 4059.787354
	Iteration 97Q: 3 clusters Score -2.38697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263463 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -23869702.000000 Penalty: 4059.787354
	Iteration 98Q: 3 clusters Score -2.38697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263497 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -23869692.000000 Penalty: 4059.787354
	Iteration 99Q: 3 clusters Score -2.386969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263514 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -23869686.000000 Penalty: 4059.787354
	Iteration 100F: 3 clusters Score -2.386969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263525 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -23869706.000000 Penalty: 4059.787354
	Iteration 101Q: 3 clusters Score -2.386971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263543 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23869728.000000 Penalty: 4059.787354
	Iteration 102Q: 3 clusters Score -2.386973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263554 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -23869726.000000 Penalty: 4059.787354
	Iteration 103Q: 3 clusters Score -2.386973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263559 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -23869732.000000 Penalty: 4059.787354
	Iteration 104Q: 3 clusters Score -2.386973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263567 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23869736.000000 Penalty: 4059.787354
	Iteration 105Q: 3 clusters Score -2.386974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263581 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -23869744.000000 Penalty: 4059.787354
	Iteration 106Q: 3 clusters Score -2.386974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263591 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -23869760.000000 Penalty: 4059.787354
	Iteration 107Q: 3 clusters Score -2.386976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263602 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -23869752.000000 Penalty: 4059.787354
	Iteration 108Q: 3 clusters Score -2.386975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263608 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23869750.000000 Penalty: 4059.787354
	Iteration 109Q: 3 clusters Score -2.386975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263616 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -23869754.000000 Penalty: 4059.787354
	Iteration 110Q: 3 clusters Score -2.386975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263624 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -23869764.000000 Penalty: 4059.787354
	Iteration 111Q: 3 clusters Score -2.386976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263628 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -23869770.000000 Penalty: 4059.787354
	Iteration 112Q: 3 clusters Score -2.386977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263633 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -23869774.000000 Penalty: 4059.787354
	Iteration 113Q: 3 clusters Score -2.386977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263636 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23869768.000000 Penalty: 4059.787354
	Iteration 114Q: 3 clusters Score -2.386977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263638 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -23869770.000000 Penalty: 4059.787354
	Iteration 115Q: 3 clusters Score -2.386977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263640 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -23869770.000000 Penalty: 4059.787354
	Iteration 116Q: 3 clusters Score -2.386977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263644 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -23869764.000000 Penalty: 4059.787354
	Iteration 117Q: 3 clusters Score -2.386976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263655 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -23869784.000000 Penalty: 4059.787354
	Iteration 118Q: 3 clusters Score -2.386978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263659 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -23869790.000000 Penalty: 4059.787354
	Iteration 119Q: 3 clusters Score -2.386979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263660 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -23869796.000000 Penalty: 4059.787354
	Iteration 120F: 3 clusters Score -2.38698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263660 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -23869786.000000 Penalty: 4059.787354
	Iteration 121Q: 3 clusters Score -2.386979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263662 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -23869792.000000 Penalty: 4059.787354
	Iteration 122Q: 3 clusters Score -2.386979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263662 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -23869778.000000 Penalty: 4059.787354
	Iteration 123Q: 3 clusters Score -2.386978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263662 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -23869780.000000 Penalty: 4059.787354
	Iteration 124Q: 3 clusters Score -2.386978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263661 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -23869784.000000 Penalty: 4059.787354
	Iteration 125Q: 3 clusters Score -2.386978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263661 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -23869784.000000 Penalty: 4059.787354
	Iteration 126F: 3 clusters Score -2.386978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67204 members 
Mstep: Class 3 contains 9282 members 
Mstep: Class 5 contains 68819 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18369 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 18 contains 23652 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13755 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 266107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693332.000000 Penalty: 38525.945312
Iteration 119Q: 19 clusters Score -4.569333e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67195 members 
Mstep: Class 3 contains 9282 members 
Mstep: Class 5 contains 68851 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2039 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 18 contains 23649 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13753 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 266089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693320.000000 Penalty: 38525.945312
Iteration 120F: 19 clusters Score -4.569332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67189 members 
Mstep: Class 3 contains 9285 members 
Mstep: Class 5 contains 68878 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 3004 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 18 contains 23649 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13755 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 266066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693352.000000 Penalty: 38525.945312
Iteration 121Q: 19 clusters Score -4.569335e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67178 members 
Mstep: Class 3 contains 9285 members 
Mstep: Class 5 contains 68900 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1512 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 18 contains 23651 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 266056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693316.000000 Penalty: 38525.945312
Iteration 122Q: 19 clusters Score -4.569332e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 67175 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 5 contains 68925 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 18 contains 23652 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13758 members 
Mstep: Class 22 contains 2990 members 
Mstep: Class 23 contains 266048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693332.000000 Penalty: 38525.945312
Iteration 123Q: 19 clusters Score -4.569333e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 67168 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 5 contains 68950 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18368 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 2030 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 18 contains 23655 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 2990 members 
Mstep: Class 23 contains 266044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693372.000000 Penalty: 38525.945312
Iteration 124Q: 19 clusters Score -4.569337e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 67166 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 5 contains 68965 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18365 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 18 contains 23656 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 21 contains 13759 members 
Mstep: Class 22 contains 2988 members 
Mstep: Class 23 contains 266034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693384.000000 Penalty: 38525.945312
Iteration 125Q: 19 clusters Score -4.569338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67167 members 
Mstep: Class 3 contains 9281 members 
Mstep: Class 5 contains 68984 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18367 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2987 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23654 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13761 members 
Mstep: Class 22 contains 2986 members 
Mstep: Class 23 contains 266028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693380.000000 Penalty: 38525.945312
Iteration 126Q: 19 clusters Score -4.569338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67160 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69001 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23653 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13764 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 266015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693416.000000 Penalty: 38525.945312
Iteration 127Q: 19 clusters Score -4.569342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67157 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69012 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23652 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13765 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 266002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693396.000000 Penalty: 38525.945312
Iteration 128Q: 19 clusters Score -4.56934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 67156 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69017 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23651 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13766 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 266000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693396.000000 Penalty: 38525.945312
Iteration 129Q: 19 clusters Score -4.56934e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67154 members 
Mstep: Class 3 contains 9278 members 
Mstep: Class 5 contains 69024 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23650 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 265995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693380.000000 Penalty: 38525.945312
Iteration 130Q: 19 clusters Score -4.569338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 67154 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69033 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23650 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 265991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693428.000000 Penalty: 38525.945312
Iteration 131Q: 19 clusters Score -4.569343e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 67158 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69041 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12662 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23649 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 265978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693440.000000 Penalty: 38525.945312
Iteration 132Q: 19 clusters Score -4.569344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67158 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69050 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23648 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 265969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693468.000000 Penalty: 38525.945312
Iteration 133Q: 19 clusters Score -4.569347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67157 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69056 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 12663 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23647 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 265966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693480.000000 Penalty: 38525.945312
Iteration 134Q: 19 clusters Score -4.569348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67157 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69065 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23646 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 265963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693488.000000 Penalty: 38525.945312
Iteration 135Q: 19 clusters Score -4.569349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67157 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69076 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23643 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 265965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693468.000000 Penalty: 38525.945312
Iteration 136Q: 19 clusters Score -4.569347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67156 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69089 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4104 members 
Mstep: Class 18 contains 23638 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 265965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693484.000000 Penalty: 38525.945312
Iteration 137Q: 19 clusters Score -4.569348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67152 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69102 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23635 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 265967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693472.000000 Penalty: 38525.945312
Iteration 138Q: 19 clusters Score -4.569347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67150 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69116 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18373 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23633 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693480.000000 Penalty: 38525.945312
Iteration 139Q: 19 clusters Score -4.569348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67148 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69124 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23632 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693488.000000 Penalty: 38525.945312
Iteration 140F: 19 clusters Score -4.569349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67149 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69133 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 4993 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23631 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693460.000000 Penalty: 38525.945312
Iteration 141Q: 19 clusters Score -4.569346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67149 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69141 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18372 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23630 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693452.000000 Penalty: 38525.945312
Iteration 142Q: 19 clusters Score -4.569345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67140 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69146 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18371 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23632 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693448.000000 Penalty: 38525.945312
Iteration 143Q: 19 clusters Score -4.569345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67136 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69156 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18368 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23632 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693452.000000 Penalty: 38525.945312
Iteration 144Q: 19 clusters Score -4.569345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67132 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 69164 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23632 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693464.000000 Penalty: 38525.945312
Iteration 145Q: 19 clusters Score -4.569346e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 67129 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 5 contains 69173 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18364 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23632 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693484.000000 Penalty: 38525.945312
Iteration 146Q: 19 clusters Score -4.569348e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 67126 members 
Mstep: Class 3 contains 9276 members 
Mstep: Class 5 contains 69176 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18362 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23632 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693508.000000 Penalty: 38525.945312
Iteration 147Q: 19 clusters Score -4.569351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 67121 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 5 contains 69179 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18362 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23633 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 21 contains 13768 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693500.000000 Penalty: 38525.945312
Iteration 148Q: 19 clusters Score -4.56935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 67122 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 5 contains 69184 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18359 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23633 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13770 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 265944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693488.000000 Penalty: 38525.945312
Iteration 149Q: 19 clusters Score -4.569349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 67120 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69190 members 
Mstep: Class 6 contains 1889 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23633 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13773 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 265944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693532.000000 Penalty: 38525.945312
Iteration 150Q: 19 clusters Score -4.569353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 67117 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69197 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23631 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 265944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693536.000000 Penalty: 38525.945312
Iteration 151Q: 19 clusters Score -4.569354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67119 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69199 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23631 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13776 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693536.000000 Penalty: 38525.945312
Iteration 152Q: 19 clusters Score -4.569354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67114 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69202 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23631 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693516.000000 Penalty: 38525.945312
Iteration 153Q: 19 clusters Score -4.569352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 67104 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69207 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5012 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23630 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13780 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693536.000000 Penalty: 38525.945312
Iteration 154Q: 19 clusters Score -4.569354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 67102 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69212 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1511 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13781 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693492.000000 Penalty: 38525.945312
Iteration 155Q: 19 clusters Score -4.569349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67095 members 
Mstep: Class 3 contains 9272 members 
Mstep: Class 5 contains 69217 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23629 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13782 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693488.000000 Penalty: 38525.945312
Iteration 156Q: 19 clusters Score -4.569349e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67088 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69227 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23629 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 21 contains 13784 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693500.000000 Penalty: 38525.945312
Iteration 157Q: 19 clusters Score -4.56935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67081 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69243 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23629 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693476.000000 Penalty: 38525.945312
Iteration 158Q: 19 clusters Score -4.569348e+07 nChanged 38
Entering ConstructFrom: 
Score: -45693476.000000 Penalty: 38525.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Entering Unmasked Estep 
Score: -742938.062500 Penalty: 1466.636475
	Iteration 0F: 2 clusters Score -742938.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -736867.375000 Penalty: 2933.272949
	Iteration 0F: 3 clusters Score -736867.4 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -738716.062500 Penalty: 2933.272949
	Iteration 1F: 3 clusters Score -738716.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -738976.812500 Penalty: 2933.272949
	Iteration 2F: 3 clusters Score -738976.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -739219.437500 Penalty: 2933.272949
	Iteration 3F: 3 clusters Score -739219.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -739433.000000 Penalty: 2933.272949
	Iteration 4Q: 3 clusters Score -739433 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -739618.625000 Penalty: 2933.272949
	Iteration 5Q: 3 clusters Score -739618.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -739788.187500 Penalty: 2933.272949
	Iteration 6Q: 3 clusters Score -739788.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -739989.125000 Penalty: 2933.272949
	Iteration 7Q: 3 clusters Score -739989.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -740223.437500 Penalty: 2933.272949
	Iteration 8Q: 3 clusters Score -740223.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -740478.812500 Penalty: 2933.272949
	Iteration 9Q: 3 clusters Score -740478.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -740774.562500 Penalty: 2933.272949
	Iteration 10Q: 3 clusters Score -740774.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -741018.437500 Penalty: 2933.272949
	Iteration 11Q: 3 clusters Score -741018.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -741195.437500 Penalty: 2933.272949
	Iteration 12Q: 3 clusters Score -741195.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -741308.750000 Penalty: 2933.272949
	Iteration 13Q: 3 clusters Score -741308.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -741388.812500 Penalty: 2933.272949
	Iteration 14Q: 3 clusters Score -741388.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -741446.562500 Penalty: 2933.272949
	Iteration 15Q: 3 clusters Score -741446.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -741480.625000 Penalty: 2933.272949
	Iteration 16Q: 3 clusters Score -741480.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -741512.437500 Penalty: 2933.272949
	Iteration 17Q: 3 clusters Score -741512.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -741540.625000 Penalty: 2933.272949
	Iteration 18Q: 3 clusters Score -741540.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -741564.375000 Penalty: 2933.272949
	Iteration 19Q: 3 clusters Score -741564.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -741592.750000 Penalty: 2933.272949
	Iteration 20F: 3 clusters Score -741592.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -741615.500000 Penalty: 2933.272949
	Iteration 21Q: 3 clusters Score -741615.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -741631.437500 Penalty: 2933.272949
	Iteration 22Q: 3 clusters Score -741631.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -741646.500000 Penalty: 2933.272949
	Iteration 23Q: 3 clusters Score -741646.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -741660.625000 Penalty: 2933.272949
	Iteration 24Q: 3 clusters Score -741660.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -741671.125000 Penalty: 2933.272949
	Iteration 25Q: 3 clusters Score -741671.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -741679.437500 Penalty: 2933.272949
	Iteration 26Q: 3 clusters Score -741679.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -741688.500000 Penalty: 2933.272949
	Iteration 27Q: 3 clusters Score -741688.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -741692.500000 Penalty: 2933.272949
	Iteration 28Q: 3 clusters Score -741692.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -741698.187500 Penalty: 2933.272949
	Iteration 29Q: 3 clusters Score -741698.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -741701.125000 Penalty: 2933.272949
	Iteration 30Q: 3 clusters Score -741701.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -741705.937500 Penalty: 2933.272949
	Iteration 31Q: 3 clusters Score -741705.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -741710.000000 Penalty: 2933.272949
	Iteration 32Q: 3 clusters Score -741710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -741715.562500 Penalty: 2933.272949
	Iteration 33Q: 3 clusters Score -741715.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -741718.687500 Penalty: 2933.272949
	Iteration 34Q: 3 clusters Score -741718.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -741722.562500 Penalty: 2933.272949
	Iteration 35Q: 3 clusters Score -741722.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -741725.625000 Penalty: 2933.272949
	Iteration 36Q: 3 clusters Score -741725.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -741730.812500 Penalty: 2933.272949
	Iteration 37Q: 3 clusters Score -741730.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -741732.500000 Penalty: 2933.272949
	Iteration 38Q: 3 clusters Score -741732.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -741735.812500 Penalty: 2933.272949
	Iteration 39Q: 3 clusters Score -741735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -741736.812500 Penalty: 2933.272949
	Iteration 40F: 3 clusters Score -741736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -741738.312500 Penalty: 2933.272949
	Iteration 41Q: 3 clusters Score -741738.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -741739.000000 Penalty: 2933.272949
	Iteration 42Q: 3 clusters Score -741739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -741739.625000 Penalty: 2933.272949
	Iteration 43Q: 3 clusters Score -741739.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -741740.375000 Penalty: 2933.272949
	Iteration 44Q: 3 clusters Score -741740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -741741.250000 Penalty: 2933.272949
	Iteration 45Q: 3 clusters Score -741741.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -741745.812500 Penalty: 2933.272949
	Iteration 46Q: 3 clusters Score -741745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -741747.062500 Penalty: 2933.272949
	Iteration 47Q: 3 clusters Score -741747.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -741746.750000 Penalty: 2933.272949
	Iteration 48Q: 3 clusters Score -741746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -741750.125000 Penalty: 2933.272949
	Iteration 49Q: 3 clusters Score -741750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -741750.000000 Penalty: 2933.272949
	Iteration 50Q: 3 clusters Score -741750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -741751.812500 Penalty: 2933.272949
	Iteration 51Q: 3 clusters Score -741751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -741752.250000 Penalty: 2933.272949
	Iteration 52Q: 3 clusters Score -741752.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -741751.500000 Penalty: 2933.272949
	Iteration 53Q: 3 clusters Score -741751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -741752.187500 Penalty: 2933.272949
	Iteration 54Q: 3 clusters Score -741752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -741752.187500 Penalty: 2933.272949
	Iteration 55F: 3 clusters Score -741752.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Entering Unmasked Estep 
Score: -5859272.500000 Penalty: 1805.959473
	Iteration 0F: 2 clusters Score -5859272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5814449.000000 Penalty: 3611.918945
	Iteration 0F: 3 clusters Score -5814449 nChanged 31779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5832750.500000 Penalty: 3611.918945
	Iteration 1F: 3 clusters Score -5832750 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -5833447.000000 Penalty: 3611.918945
	Iteration 2Q: 3 clusters Score -5833447 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -5834331.000000 Penalty: 3611.918945
	Iteration 3Q: 3 clusters Score -5834331 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5835579.000000 Penalty: 3611.918945
	Iteration 4Q: 3 clusters Score -5835579 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -5837543.500000 Penalty: 3611.918945
	Iteration 5F: 3 clusters Score -5837544 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -5840381.000000 Penalty: 3611.918945
	Iteration 6F: 3 clusters Score -5840381 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -5843778.500000 Penalty: 3611.918945
	Iteration 7F: 3 clusters Score -5843778 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -5847041.500000 Penalty: 3611.918945
	Iteration 8F: 3 clusters Score -5847042 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -5849541.000000 Penalty: 3611.918945
	Iteration 9Q: 3 clusters Score -5849541 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -5851319.000000 Penalty: 3611.918945
	Iteration 10Q: 3 clusters Score -5851319 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -5852766.500000 Penalty: 3611.918945
	Iteration 11Q: 3 clusters Score -5852766 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -5853910.500000 Penalty: 3611.918945
	Iteration 12Q: 3 clusters Score -5853910 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 63420 members 
Entering Unmasked Estep 
Score: -5854971.500000 Penalty: 3611.918945
	Iteration 13Q: 3 clusters Score -5854972 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -5855814.500000 Penalty: 3611.918945
	Iteration 14Q: 3 clusters Score -5855814 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -5856461.000000 Penalty: 3611.918945
	Iteration 15Q: 3 clusters Score -5856461 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -5856914.500000 Penalty: 3611.918945
	Iteration 16Q: 3 clusters Score -5856914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -5857194.000000 Penalty: 3611.918945
	Iteration 17Q: 3 clusters Score -5857194 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -5857365.500000 Penalty: 3611.918945
	Iteration 18Q: 3 clusters Score -5857366 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -5857484.000000 Penalty: 3611.918945
	Iteration 19Q: 3 clusters Score -5857484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -5857584.000000 Penalty: 3611.918945
	Iteration 20F: 3 clusters Score -5857584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -5857615.500000 Penalty: 3611.918945
	Iteration 21Q: 3 clusters Score -5857616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -5857647.500000 Penalty: 3611.918945
	Iteration 22Q: 3 clusters Score -5857648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -5857673.500000 Penalty: 3611.918945
	Iteration 23Q: 3 clusters Score -5857674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -5857696.000000 Penalty: 3611.918945
	Iteration 24Q: 3 clusters Score -5857696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -5857709.500000 Penalty: 3611.918945
	Iteration 25Q: 3 clusters Score -5857710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -5857721.000000 Penalty: 3611.918945
	Iteration 26Q: 3 clusters Score -5857721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -5857723.500000 Penalty: 3611.918945
	Iteration 27Q: 3 clusters Score -5857724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -5857729.000000 Penalty: 3611.918945
	Iteration 28Q: 3 clusters Score -5857729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -5857728.500000 Penalty: 3611.918945
	Iteration 29Q: 3 clusters Score -5857728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -5857730.500000 Penalty: 3611.918945
	Iteration 30Q: 3 clusters Score -5857730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -5857728.500000 Penalty: 3611.918945
	Iteration 31Q: 3 clusters Score -5857728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -5857732.500000 Penalty: 3611.918945
	Iteration 32Q: 3 clusters Score -5857732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -5857731.000000 Penalty: 3611.918945
	Iteration 33Q: 3 clusters Score -5857731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -5857737.500000 Penalty: 3611.918945
	Iteration 34Q: 3 clusters Score -5857738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -5857738.500000 Penalty: 3611.918945
	Iteration 35Q: 3 clusters Score -5857738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -5857738.500000 Penalty: 3611.918945
	Iteration 36F: 3 clusters Score -5857738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -836050.875000 Penalty: 1484.415039
	Iteration 0F: 2 clusters Score -836050.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -829304.875000 Penalty: 2968.830078
	Iteration 0F: 3 clusters Score -829304.9 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -831433.187500 Penalty: 2968.830078
	Iteration 1F: 3 clusters Score -831433.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -831632.187500 Penalty: 2968.830078
	Iteration 2F: 3 clusters Score -831632.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -831777.812500 Penalty: 2968.830078
	Iteration 3Q: 3 clusters Score -831777.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -831899.375000 Penalty: 2968.830078
	Iteration 4Q: 3 clusters Score -831899.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -832021.875000 Penalty: 2968.830078
	Iteration 5Q: 3 clusters Score -832021.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -832149.625000 Penalty: 2968.830078
	Iteration 6Q: 3 clusters Score -832149.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -832278.312500 Penalty: 2968.830078
	Iteration 7Q: 3 clusters Score -832278.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -832447.062500 Penalty: 2968.830078
	Iteration 8Q: 3 clusters Score -832447.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -832677.437500 Penalty: 2968.830078
	Iteration 9Q: 3 clusters Score -832677.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -832963.750000 Penalty: 2968.830078
	Iteration 10Q: 3 clusters Score -832963.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -833317.062500 Penalty: 2968.830078
	Iteration 11Q: 3 clusters Score -833317.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -833620.562500 Penalty: 2968.830078
	Iteration 12Q: 3 clusters Score -833620.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -833841.000000 Penalty: 2968.830078
	Iteration 13Q: 3 clusters Score -833841 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -833995.687500 Penalty: 2968.830078
	Iteration 14Q: 3 clusters Score -833995.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -834083.937500 Penalty: 2968.830078
	Iteration 15Q: 3 clusters Score -834083.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -834136.500000 Penalty: 2968.830078
	Iteration 16Q: 3 clusters Score -834136.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -834183.812500 Penalty: 2968.830078
	Iteration 17Q: 3 clusters Score -834183.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -834220.750000 Penalty: 2968.830078
	Iteration 18Q: 3 clusters Score -834220.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -834262.125000 Penalty: 2968.830078
	Iteration 19Q: 3 clusters Score -834262.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -834302.562500 Penalty: 2968.830078
	Iteration 20F: 3 clusters Score -834302.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -834333.625000 Penalty: 2968.830078
	Iteration 21Q: 3 clusters Score -834333.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -834356.625000 Penalty: 2968.830078
	Iteration 22Q: 3 clusters Score -834356.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -834380.187500 Penalty: 2968.830078
	Iteration 23Q: 3 clusters Score -834380.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -834402.312500 Penalty: 2968.830078
	Iteration 24Q: 3 clusters Score -834402.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -834427.375000 Penalty: 2968.830078
	Iteration 25Q: 3 clusters Score -834427.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -834450.875000 Penalty: 2968.830078
	Iteration 26Q: 3 clusters Score -834450.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -834473.687500 Penalty: 2968.830078
	Iteration 27Q: 3 clusters Score -834473.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -834495.937500 Penalty: 2968.830078
	Iteration 28Q: 3 clusters Score -834495.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -834520.687500 Penalty: 2968.830078
	Iteration 29Q: 3 clusters Score -834520.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -834538.750000 Penalty: 2968.830078
	Iteration 30Q: 3 clusters Score -834538.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -834553.625000 Penalty: 2968.830078
	Iteration 31Q: 3 clusters Score -834553.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -834571.625000 Penalty: 2968.830078
	Iteration 32Q: 3 clusters Score -834571.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -834582.000000 Penalty: 2968.830078
	Iteration 33Q: 3 clusters Score -834582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -834593.500000 Penalty: 2968.830078
	Iteration 34Q: 3 clusters Score -834593.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -834603.437500 Penalty: 2968.830078
	Iteration 35Q: 3 clusters Score -834603.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -834611.687500 Penalty: 2968.830078
	Iteration 36Q: 3 clusters Score -834611.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -834619.437500 Penalty: 2968.830078
	Iteration 37Q: 3 clusters Score -834619.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -834624.375000 Penalty: 2968.830078
	Iteration 38Q: 3 clusters Score -834624.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -834628.562500 Penalty: 2968.830078
	Iteration 39Q: 3 clusters Score -834628.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -834635.750000 Penalty: 2968.830078
	Iteration 40F: 3 clusters Score -834635.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -834651.875000 Penalty: 2968.830078
	Iteration 41Q: 3 clusters Score -834651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -834655.687500 Penalty: 2968.830078
	Iteration 42Q: 3 clusters Score -834655.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -834657.250000 Penalty: 2968.830078
	Iteration 43Q: 3 clusters Score -834657.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -834659.250000 Penalty: 2968.830078
	Iteration 44Q: 3 clusters Score -834659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -834659.687500 Penalty: 2968.830078
	Iteration 45Q: 3 clusters Score -834659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -834661.375000 Penalty: 2968.830078
	Iteration 46Q: 3 clusters Score -834661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -834661.500000 Penalty: 2968.830078
	Iteration 47Q: 3 clusters Score -834661.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -834662.062500 Penalty: 2968.830078
	Iteration 48Q: 3 clusters Score -834662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -834662.062500 Penalty: 2968.830078
	Iteration 49F: 3 clusters Score -834662.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Entering Unmasked Estep 
Score: -6070008.000000 Penalty: 1811.135620
	Iteration 0F: 2 clusters Score -6070008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -6023600.500000 Penalty: 3622.271240
	Iteration 0F: 3 clusters Score -6023600 nChanged 32864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -6042631.000000 Penalty: 3622.271240
	Iteration 1F: 3 clusters Score -6042631 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -6043465.000000 Penalty: 3622.271240
	Iteration 2Q: 3 clusters Score -6043465 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -6044448.000000 Penalty: 3622.271240
	Iteration 3Q: 3 clusters Score -6044448 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -6046025.000000 Penalty: 3622.271240
	Iteration 4Q: 3 clusters Score -6046025 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -6048396.000000 Penalty: 3622.271240
	Iteration 5F: 3 clusters Score -6048396 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -6051672.500000 Penalty: 3622.271240
	Iteration 6F: 3 clusters Score -6051672 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -6055728.000000 Penalty: 3622.271240
	Iteration 7F: 3 clusters Score -6055728 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -6059736.000000 Penalty: 3622.271240
	Iteration 8F: 3 clusters Score -6059736 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -6063092.500000 Penalty: 3622.271240
	Iteration 9F: 3 clusters Score -6063092 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -6065380.500000 Penalty: 3622.271240
	Iteration 10Q: 3 clusters Score -6065380 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 67045 members 
Entering Unmasked Estep 
Score: -6066764.000000 Penalty: 3622.271240
	Iteration 11Q: 3 clusters Score -6066764 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -6067555.500000 Penalty: 3622.271240
	Iteration 12Q: 3 clusters Score -6067556 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -6067948.500000 Penalty: 3622.271240
	Iteration 13Q: 3 clusters Score -6067948 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -6068119.000000 Penalty: 3622.271240
	Iteration 14Q: 3 clusters Score -6068119 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -6068239.000000 Penalty: 3622.271240
	Iteration 15Q: 3 clusters Score -6068239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -6068316.000000 Penalty: 3622.271240
	Iteration 16Q: 3 clusters Score -6068316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -6068364.500000 Penalty: 3622.271240
	Iteration 17Q: 3 clusters Score -6068364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -6068397.000000 Penalty: 3622.271240
	Iteration 18Q: 3 clusters Score -6068397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -6068410.500000 Penalty: 3622.271240
	Iteration 19Q: 3 clusters Score -6068410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -6068431.500000 Penalty: 3622.271240
	Iteration 20F: 3 clusters Score -6068432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -6068443.000000 Penalty: 3622.271240
	Iteration 21Q: 3 clusters Score -6068443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -6068454.500000 Penalty: 3622.271240
	Iteration 22Q: 3 clusters Score -6068454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -6068468.500000 Penalty: 3622.271240
	Iteration 23Q: 3 clusters Score -6068468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -6068478.000000 Penalty: 3622.271240
	Iteration 24Q: 3 clusters Score -6068478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -6068481.000000 Penalty: 3622.271240
	Iteration 25Q: 3 clusters Score -6068481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -6068479.500000 Penalty: 3622.271240
	Iteration 26Q: 3 clusters Score -6068480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -6068477.500000 Penalty: 3622.271240
	Iteration 27Q: 3 clusters Score -6068478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -6068477.500000 Penalty: 3622.271240
	Iteration 28Q: 3 clusters Score -6068478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -6068478.500000 Penalty: 3622.271240
	Iteration 29Q: 3 clusters Score -6068478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -6068481.500000 Penalty: 3622.271240
	Iteration 30Q: 3 clusters Score -6068482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -6068484.000000 Penalty: 3622.271240
	Iteration 31Q: 3 clusters Score -6068484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -6068483.000000 Penalty: 3622.271240
	Iteration 32Q: 3 clusters Score -6068483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -6068483.000000 Penalty: 3622.271240
	Iteration 33F: 3 clusters Score -6068483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -153943.781250 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -153943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152000.640625 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -152000.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -152456.781250 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -152456.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -152617.531250 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -152617.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -152745.921875 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -152745.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -152888.140625 Penalty: 2451.563965
	Iteration 4F: 3 clusters Score -152888.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -153068.859375 Penalty: 2451.563965
	Iteration 5F: 3 clusters Score -153068.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153297.031250 Penalty: 2451.563965
	Iteration 6F: 3 clusters Score -153297 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153503.343750 Penalty: 2451.563965
	Iteration 7F: 3 clusters Score -153503.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153705.406250 Penalty: 2451.563965
	Iteration 8F: 3 clusters Score -153705.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153931.656250 Penalty: 2451.563965
	Iteration 9F: 3 clusters Score -153931.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -154086.687500 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -154086.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -154169.625000 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -154169.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -154227.093750 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -154227.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -154261.296875 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -154261.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -154280.640625 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -154280.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -154294.062500 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -154294.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -154302.250000 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -154302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154307.578125 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -154307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -154312.890625 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -154312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -154315.125000 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -154315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154317.171875 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -154317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -154317.609375 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -154317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -154317.609375 Penalty: 2451.563965
	Iteration 22F: 3 clusters Score -154317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67077 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 4 contains 386 members 
Mstep: Class 5 contains 69248 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265913 members 
Entering Unmasked Estep 
Score: -45692916.000000 Penalty: 40666.277344
Splitting cluster 6 changes total score from -45693476.000000 to -45692916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (18358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Entering Unmasked Estep 
Score: -1656963.125000 Penalty: 1595.395874
	Iteration 0F: 2 clusters Score -1656963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1644276.125000 Penalty: 3190.791748
	Iteration 0F: 3 clusters Score -1644276 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1648844.500000 Penalty: 3190.791748
	Iteration 1F: 3 clusters Score -1648844 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1649162.375000 Penalty: 3190.791748
	Iteration 2Q: 3 clusters Score -1649162 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1649465.750000 Penalty: 3190.791748
	Iteration 3Q: 3 clusters Score -1649466 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1649801.375000 Penalty: 3190.791748
	Iteration 4Q: 3 clusters Score -1649801 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1650204.125000 Penalty: 3190.791748
	Iteration 5Q: 3 clusters Score -1650204 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1650695.625000 Penalty: 3190.791748
	Iteration 6Q: 3 clusters Score -1650696 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1651323.125000 Penalty: 3190.791748
	Iteration 7F: 3 clusters Score -1651323 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1652093.250000 Penalty: 3190.791748
	Iteration 8F: 3 clusters Score -1652093 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1652902.000000 Penalty: 3190.791748
	Iteration 9F: 3 clusters Score -1652902 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1653501.375000 Penalty: 3190.791748
	Iteration 10Q: 3 clusters Score -1653501 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1653930.750000 Penalty: 3190.791748
	Iteration 11Q: 3 clusters Score -1653931 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1654248.125000 Penalty: 3190.791748
	Iteration 12Q: 3 clusters Score -1654248 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1654514.125000 Penalty: 3190.791748
	Iteration 13Q: 3 clusters Score -1654514 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -1654733.875000 Penalty: 3190.791748
	Iteration 14Q: 3 clusters Score -1654734 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -1654911.125000 Penalty: 3190.791748
	Iteration 15Q: 3 clusters Score -1654911 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1655064.375000 Penalty: 3190.791748
	Iteration 16Q: 3 clusters Score -1655064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1655209.375000 Penalty: 3190.791748
	Iteration 17Q: 3 clusters Score -1655209 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1655323.500000 Penalty: 3190.791748
	Iteration 18Q: 3 clusters Score -1655324 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1655412.250000 Penalty: 3190.791748
	Iteration 19Q: 3 clusters Score -1655412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1655477.250000 Penalty: 3190.791748
	Iteration 20F: 3 clusters Score -1655477 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1655524.250000 Penalty: 3190.791748
	Iteration 21Q: 3 clusters Score -1655524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1655554.375000 Penalty: 3190.791748
	Iteration 22Q: 3 clusters Score -1655554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1655581.250000 Penalty: 3190.791748
	Iteration 23Q: 3 clusters Score -1655581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1655599.375000 Penalty: 3190.791748
	Iteration 24Q: 3 clusters Score -1655599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1655623.375000 Penalty: 3190.791748
	Iteration 25Q: 3 clusters Score -1655623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1655641.250000 Penalty: 3190.791748
	Iteration 26Q: 3 clusters Score -1655641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1655655.250000 Penalty: 3190.791748
	Iteration 27Q: 3 clusters Score -1655655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -1655664.875000 Penalty: 3190.791748
	Iteration 28Q: 3 clusters Score -1655665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1655667.375000 Penalty: 3190.791748
	Iteration 29Q: 3 clusters Score -1655667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1655667.500000 Penalty: 3190.791748
	Iteration 30Q: 3 clusters Score -1655668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -1655675.500000 Penalty: 3190.791748
	Iteration 31Q: 3 clusters Score -1655676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1655678.750000 Penalty: 3190.791748
	Iteration 32Q: 3 clusters Score -1655679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1655679.875000 Penalty: 3190.791748
	Iteration 33Q: 3 clusters Score -1655680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -1655687.625000 Penalty: 3190.791748
	Iteration 34Q: 3 clusters Score -1655688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1655693.125000 Penalty: 3190.791748
	Iteration 35Q: 3 clusters Score -1655693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -1655690.625000 Penalty: 3190.791748
	Iteration 36Q: 3 clusters Score -1655691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1655691.875000 Penalty: 3190.791748
	Iteration 37Q: 3 clusters Score -1655692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1655693.375000 Penalty: 3190.791748
	Iteration 38Q: 3 clusters Score -1655693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1655697.250000 Penalty: 3190.791748
	Iteration 39Q: 3 clusters Score -1655697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1655699.875000 Penalty: 3190.791748
	Iteration 40F: 3 clusters Score -1655700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1655701.875000 Penalty: 3190.791748
	Iteration 41Q: 3 clusters Score -1655702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1655704.625000 Penalty: 3190.791748
	Iteration 42Q: 3 clusters Score -1655705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1655706.875000 Penalty: 3190.791748
	Iteration 43Q: 3 clusters Score -1655707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1655707.875000 Penalty: 3190.791748
	Iteration 44Q: 3 clusters Score -1655708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1655711.375000 Penalty: 3190.791748
	Iteration 45Q: 3 clusters Score -1655711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1655712.875000 Penalty: 3190.791748
	Iteration 46Q: 3 clusters Score -1655713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1655715.125000 Penalty: 3190.791748
	Iteration 47Q: 3 clusters Score -1655715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -1655717.000000 Penalty: 3190.791748
	Iteration 48Q: 3 clusters Score -1655717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1655716.625000 Penalty: 3190.791748
	Iteration 49Q: 3 clusters Score -1655717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1655717.125000 Penalty: 3190.791748
	Iteration 50Q: 3 clusters Score -1655717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -1655717.125000 Penalty: 3190.791748
	Iteration 51F: 3 clusters Score -1655717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Entering Unmasked Estep 
Score: -1159089.000000 Penalty: 1535.084839
	Iteration 0F: 2 clusters Score -1159089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1150236.125000 Penalty: 3070.169678
	Iteration 0F: 3 clusters Score -1150236 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1153241.625000 Penalty: 3070.169678
	Iteration 1F: 3 clusters Score -1153242 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1153451.625000 Penalty: 3070.169678
	Iteration 2Q: 3 clusters Score -1153452 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1153600.875000 Penalty: 3070.169678
	Iteration 3Q: 3 clusters Score -1153601 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1153710.875000 Penalty: 3070.169678
	Iteration 4Q: 3 clusters Score -1153711 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1153802.000000 Penalty: 3070.169678
	Iteration 5Q: 3 clusters Score -1153802 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1153885.375000 Penalty: 3070.169678
	Iteration 6Q: 3 clusters Score -1153885 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1153981.250000 Penalty: 3070.169678
	Iteration 7Q: 3 clusters Score -1153981 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1154091.750000 Penalty: 3070.169678
	Iteration 8Q: 3 clusters Score -1154092 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1154236.250000 Penalty: 3070.169678
	Iteration 9Q: 3 clusters Score -1154236 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1154428.625000 Penalty: 3070.169678
	Iteration 10Q: 3 clusters Score -1154429 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1154677.875000 Penalty: 3070.169678
	Iteration 11Q: 3 clusters Score -1154678 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1155002.625000 Penalty: 3070.169678
	Iteration 12Q: 3 clusters Score -1155003 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1155445.000000 Penalty: 3070.169678
	Iteration 13F: 3 clusters Score -1155445 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1155980.375000 Penalty: 3070.169678
	Iteration 14F: 3 clusters Score -1155980 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1156533.125000 Penalty: 3070.169678
	Iteration 15F: 3 clusters Score -1156533 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1156975.000000 Penalty: 3070.169678
	Iteration 16Q: 3 clusters Score -1156975 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1157270.375000 Penalty: 3070.169678
	Iteration 17Q: 3 clusters Score -1157270 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1157460.250000 Penalty: 3070.169678
	Iteration 18Q: 3 clusters Score -1157460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1157590.625000 Penalty: 3070.169678
	Iteration 19Q: 3 clusters Score -1157591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1157666.375000 Penalty: 3070.169678
	Iteration 20F: 3 clusters Score -1157666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1157703.625000 Penalty: 3070.169678
	Iteration 21Q: 3 clusters Score -1157704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1157734.000000 Penalty: 3070.169678
	Iteration 22Q: 3 clusters Score -1157734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1157750.875000 Penalty: 3070.169678
	Iteration 23Q: 3 clusters Score -1157751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1157758.625000 Penalty: 3070.169678
	Iteration 24Q: 3 clusters Score -1157759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1157763.125000 Penalty: 3070.169678
	Iteration 25Q: 3 clusters Score -1157763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1157766.625000 Penalty: 3070.169678
	Iteration 26Q: 3 clusters Score -1157767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1157769.125000 Penalty: 3070.169678
	Iteration 27Q: 3 clusters Score -1157769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1157770.250000 Penalty: 3070.169678
	Iteration 28Q: 3 clusters Score -1157770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1157769.500000 Penalty: 3070.169678
	Iteration 29Q: 3 clusters Score -1157770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1157773.000000 Penalty: 3070.169678
	Iteration 30Q: 3 clusters Score -1157773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1157774.125000 Penalty: 3070.169678
	Iteration 31Q: 3 clusters Score -1157774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1157774.875000 Penalty: 3070.169678
	Iteration 32Q: 3 clusters Score -1157775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1157775.125000 Penalty: 3070.169678
	Iteration 33Q: 3 clusters Score -1157775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1157776.000000 Penalty: 3070.169678
	Iteration 34Q: 3 clusters Score -1157776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1157776.000000 Penalty: 3070.169678
	Iteration 35F: 3 clusters Score -1157776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -164201.515625 Penalty: 1237.405884
	Iteration 0F: 2 clusters Score -164201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -162078.890625 Penalty: 2474.811768
	Iteration 0F: 3 clusters Score -162078.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -162496.843750 Penalty: 2474.811768
	Iteration 1F: 3 clusters Score -162496.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -162625.515625 Penalty: 2474.811768
	Iteration 2F: 3 clusters Score -162625.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -162817.843750 Penalty: 2474.811768
	Iteration 3F: 3 clusters Score -162817.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -163008.937500 Penalty: 2474.811768
	Iteration 4F: 3 clusters Score -163008.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163170.953125 Penalty: 2474.811768
	Iteration 5F: 3 clusters Score -163171 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -163296.484375 Penalty: 2474.811768
	Iteration 6F: 3 clusters Score -163296.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163422.546875 Penalty: 2474.811768
	Iteration 7F: 3 clusters Score -163422.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -163527.984375 Penalty: 2474.811768
	Iteration 8Q: 3 clusters Score -163528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -163608.156250 Penalty: 2474.811768
	Iteration 9Q: 3 clusters Score -163608.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -163666.843750 Penalty: 2474.811768
	Iteration 10Q: 3 clusters Score -163666.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -163713.359375 Penalty: 2474.811768
	Iteration 11Q: 3 clusters Score -163713.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -163749.859375 Penalty: 2474.811768
	Iteration 12Q: 3 clusters Score -163749.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -163775.171875 Penalty: 2474.811768
	Iteration 13Q: 3 clusters Score -163775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -163785.671875 Penalty: 2474.811768
	Iteration 14Q: 3 clusters Score -163785.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -163798.171875 Penalty: 2474.811768
	Iteration 15Q: 3 clusters Score -163798.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -163806.843750 Penalty: 2474.811768
	Iteration 16Q: 3 clusters Score -163806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -163815.062500 Penalty: 2474.811768
	Iteration 17Q: 3 clusters Score -163815.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -163822.140625 Penalty: 2474.811768
	Iteration 18Q: 3 clusters Score -163822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -163827.250000 Penalty: 2474.811768
	Iteration 19Q: 3 clusters Score -163827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -163837.406250 Penalty: 2474.811768
	Iteration 20F: 3 clusters Score -163837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -163849.562500 Penalty: 2474.811768
	Iteration 21Q: 3 clusters Score -163849.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -163863.578125 Penalty: 2474.811768
	Iteration 22Q: 3 clusters Score -163863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -163875.171875 Penalty: 2474.811768
	Iteration 23Q: 3 clusters Score -163875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -163880.421875 Penalty: 2474.811768
	Iteration 24Q: 3 clusters Score -163880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -163883.562500 Penalty: 2474.811768
	Iteration 25Q: 3 clusters Score -163883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -163887.968750 Penalty: 2474.811768
	Iteration 26Q: 3 clusters Score -163888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -163888.531250 Penalty: 2474.811768
	Iteration 27Q: 3 clusters Score -163888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -163889.953125 Penalty: 2474.811768
	Iteration 28Q: 3 clusters Score -163890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -163890.328125 Penalty: 2474.811768
	Iteration 29Q: 3 clusters Score -163890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -163890.984375 Penalty: 2474.811768
	Iteration 30Q: 3 clusters Score -163891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -163890.984375 Penalty: 2474.811768
	Iteration 31F: 3 clusters Score -163891 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: -266550.656250 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -266550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -263834.375000 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -263834.4 nChanged 1090
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: -264485.250000 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -264485.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -264619.062500 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -264619.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -264715.968750 Penalty: 2598.912598
	Iteration 3F: 3 clusters Score -264716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -264764.875000 Penalty: 2598.912598
	Iteration 4Q: 3 clusters Score -264764.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -264790.468750 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -264790.5 nChanged 49
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: -264810.062500 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -264810.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -264826.625000 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -264826.6 nChanged 38
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: -264842.250000 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -264842.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -264860.562500 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -264860.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -264877.625000 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -264877.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -264888.843750 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -264888.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -264897.093750 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -264897.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -264904.718750 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -264904.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -264912.500000 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -264912.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -264917.781250 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -264917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -264923.687500 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -264923.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -264928.593750 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -264928.6 nChanged 14
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: -264933.500000 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -264933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -264937.156250 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -264937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -264941.468750 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -264941.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -264945.125000 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -264945.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -264948.218750 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -264948.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -264955.125000 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -264955.1 nChanged 23
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: -264963.437500 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -264963.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -264972.562500 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -264972.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -264979.906250 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -264979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -264987.000000 Penalty: 2598.912598
	Iteration 27Q: 3 clusters Score -264987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -264992.062500 Penalty: 2598.912598
	Iteration 28Q: 3 clusters Score -264992.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -264994.562500 Penalty: 2598.912598
	Iteration 29Q: 3 clusters Score -264994.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -264997.156250 Penalty: 2598.912598
	Iteration 30Q: 3 clusters Score -264997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -264998.937500 Penalty: 2598.912598
	Iteration 31Q: 3 clusters Score -264998.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -265000.312500 Penalty: 2598.912598
	Iteration 32Q: 3 clusters Score -265000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -265002.218750 Penalty: 2598.912598
	Iteration 33Q: 3 clusters Score -265002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -265005.000000 Penalty: 2598.912598
	Iteration 34Q: 3 clusters Score -265005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -265008.062500 Penalty: 2598.912598
	Iteration 35Q: 3 clusters Score -265008.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -265009.968750 Penalty: 2598.912598
	Iteration 36Q: 3 clusters Score -265010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -265011.937500 Penalty: 2598.912598
	Iteration 37Q: 3 clusters Score -265011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -265015.062500 Penalty: 2598.912598
	Iteration 38Q: 3 clusters Score -265015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -265017.406250 Penalty: 2598.912598
	Iteration 39Q: 3 clusters Score -265017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -265019.468750 Penalty: 2598.912598
	Iteration 40F: 3 clusters Score -265019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -265020.406250 Penalty: 2598.912598
	Iteration 41Q: 3 clusters Score -265020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -265023.187500 Penalty: 2598.912598
	Iteration 42Q: 3 clusters Score -265023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -265025.312500 Penalty: 2598.912598
	Iteration 43Q: 3 clusters Score -265025.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -265027.375000 Penalty: 2598.912598
	Iteration 44Q: 3 clusters Score -265027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -265028.343750 Penalty: 2598.912598
	Iteration 45Q: 3 clusters Score -265028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -265030.062500 Penalty: 2598.912598
	Iteration 46Q: 3 clusters Score -265030.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -265031.125000 Penalty: 2598.912598
	Iteration 47Q: 3 clusters Score -265031.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -265032.312500 Penalty: 2598.912598
	Iteration 48Q: 3 clusters Score -265032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -265033.062500 Penalty: 2598.912598
	Iteration 49Q: 3 clusters Score -265033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -265033.906250 Penalty: 2598.912598
	Iteration 50Q: 3 clusters Score -265033.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -265033.906250 Penalty: 2598.912598
	Iteration 51F: 3 clusters Score -265033.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Entering Unmasked Estep 
Score: -457934.812500 Penalty: 1384.595337
	Iteration 0F: 2 clusters Score -457934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -453915.843750 Penalty: 2769.190674
	Iteration 0F: 3 clusters Score -453915.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -455021.156250 Penalty: 2769.190674
	Iteration 1F: 3 clusters Score -455021.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -455221.375000 Penalty: 2769.190674
	Iteration 2F: 3 clusters Score -455221.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -455355.281250 Penalty: 2769.190674
	Iteration 3F: 3 clusters Score -455355.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -455464.375000 Penalty: 2769.190674
	Iteration 4Q: 3 clusters Score -455464.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -455541.312500 Penalty: 2769.190674
	Iteration 5Q: 3 clusters Score -455541.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -455602.937500 Penalty: 2769.190674
	Iteration 6Q: 3 clusters Score -455602.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -455655.843750 Penalty: 2769.190674
	Iteration 7Q: 3 clusters Score -455655.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -455698.375000 Penalty: 2769.190674
	Iteration 8Q: 3 clusters Score -455698.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -455744.625000 Penalty: 2769.190674
	Iteration 9Q: 3 clusters Score -455744.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -455787.031250 Penalty: 2769.190674
	Iteration 10Q: 3 clusters Score -455787 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -455837.000000 Penalty: 2769.190674
	Iteration 11Q: 3 clusters Score -455837 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -455890.281250 Penalty: 2769.190674
	Iteration 12Q: 3 clusters Score -455890.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -455964.531250 Penalty: 2769.190674
	Iteration 13Q: 3 clusters Score -455964.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -456040.218750 Penalty: 2769.190674
	Iteration 14Q: 3 clusters Score -456040.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -456125.156250 Penalty: 2769.190674
	Iteration 15Q: 3 clusters Score -456125.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -456197.625000 Penalty: 2769.190674
	Iteration 16Q: 3 clusters Score -456197.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -456255.093750 Penalty: 2769.190674
	Iteration 17Q: 3 clusters Score -456255.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -456321.375000 Penalty: 2769.190674
	Iteration 18Q: 3 clusters Score -456321.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -456372.375000 Penalty: 2769.190674
	Iteration 19Q: 3 clusters Score -456372.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -456428.250000 Penalty: 2769.190674
	Iteration 20F: 3 clusters Score -456428.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -456467.843750 Penalty: 2769.190674
	Iteration 21Q: 3 clusters Score -456467.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -456515.468750 Penalty: 2769.190674
	Iteration 22Q: 3 clusters Score -456515.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -456558.750000 Penalty: 2769.190674
	Iteration 23Q: 3 clusters Score -456558.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -456594.125000 Penalty: 2769.190674
	Iteration 24Q: 3 clusters Score -456594.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -456617.437500 Penalty: 2769.190674
	Iteration 25Q: 3 clusters Score -456617.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -456631.906250 Penalty: 2769.190674
	Iteration 26Q: 3 clusters Score -456631.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -456645.031250 Penalty: 2769.190674
	Iteration 27Q: 3 clusters Score -456645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -456655.906250 Penalty: 2769.190674
	Iteration 28Q: 3 clusters Score -456655.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -456663.531250 Penalty: 2769.190674
	Iteration 29Q: 3 clusters Score -456663.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -456670.343750 Penalty: 2769.190674
	Iteration 30Q: 3 clusters Score -456670.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -456673.500000 Penalty: 2769.190674
	Iteration 31Q: 3 clusters Score -456673.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -456679.906250 Penalty: 2769.190674
	Iteration 32Q: 3 clusters Score -456679.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -456684.718750 Penalty: 2769.190674
	Iteration 33Q: 3 clusters Score -456684.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -456688.187500 Penalty: 2769.190674
	Iteration 34Q: 3 clusters Score -456688.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -456691.281250 Penalty: 2769.190674
	Iteration 35Q: 3 clusters Score -456691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -456697.531250 Penalty: 2769.190674
	Iteration 36Q: 3 clusters Score -456697.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -456702.906250 Penalty: 2769.190674
	Iteration 37Q: 3 clusters Score -456702.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -456708.093750 Penalty: 2769.190674
	Iteration 38Q: 3 clusters Score -456708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -456711.375000 Penalty: 2769.190674
	Iteration 39Q: 3 clusters Score -456711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -456714.062500 Penalty: 2769.190674
	Iteration 40F: 3 clusters Score -456714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -456716.031250 Penalty: 2769.190674
	Iteration 41Q: 3 clusters Score -456716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -456716.781250 Penalty: 2769.190674
	Iteration 42Q: 3 clusters Score -456716.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -456719.906250 Penalty: 2769.190674
	Iteration 43Q: 3 clusters Score -456719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -456720.500000 Penalty: 2769.190674
	Iteration 44Q: 3 clusters Score -456720.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -456723.093750 Penalty: 2769.190674
	Iteration 45Q: 3 clusters Score -456723.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -456724.406250 Penalty: 2769.190674
	Iteration 46Q: 3 clusters Score -456724.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -456725.687500 Penalty: 2769.190674
	Iteration 47Q: 3 clusters Score -456725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -456727.125000 Penalty: 2769.190674
	Iteration 48Q: 3 clusters Score -456727.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -456730.812500 Penalty: 2769.190674
	Iteration 49Q: 3 clusters Score -456730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -456733.343750 Penalty: 2769.190674
	Iteration 50Q: 3 clusters Score -456733.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -456734.812500 Penalty: 2769.190674
	Iteration 51Q: 3 clusters Score -456734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -456736.093750 Penalty: 2769.190674
	Iteration 52Q: 3 clusters Score -456736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -456738.312500 Penalty: 2769.190674
	Iteration 53Q: 3 clusters Score -456738.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -456739.406250 Penalty: 2769.190674
	Iteration 54Q: 3 clusters Score -456739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -456740.218750 Penalty: 2769.190674
	Iteration 55Q: 3 clusters Score -456740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -456741.125000 Penalty: 2769.190674
	Iteration 56Q: 3 clusters Score -456741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -456742.937500 Penalty: 2769.190674
	Iteration 57Q: 3 clusters Score -456742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -456746.968750 Penalty: 2769.190674
	Iteration 58Q: 3 clusters Score -456747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -456749.093750 Penalty: 2769.190674
	Iteration 59Q: 3 clusters Score -456749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -456751.625000 Penalty: 2769.190674
	Iteration 60F: 3 clusters Score -456751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -456753.312500 Penalty: 2769.190674
	Iteration 61Q: 3 clusters Score -456753.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -456756.687500 Penalty: 2769.190674
	Iteration 62Q: 3 clusters Score -456756.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -456760.156250 Penalty: 2769.190674
	Iteration 63Q: 3 clusters Score -456760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -456763.562500 Penalty: 2769.190674
	Iteration 64Q: 3 clusters Score -456763.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -456768.250000 Penalty: 2769.190674
	Iteration 65Q: 3 clusters Score -456768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -456773.406250 Penalty: 2769.190674
	Iteration 66Q: 3 clusters Score -456773.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -456776.531250 Penalty: 2769.190674
	Iteration 67Q: 3 clusters Score -456776.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -456778.468750 Penalty: 2769.190674
	Iteration 68Q: 3 clusters Score -456778.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -456780.937500 Penalty: 2769.190674
	Iteration 69Q: 3 clusters Score -456780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -456782.843750 Penalty: 2769.190674
	Iteration 70Q: 3 clusters Score -456782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -456784.625000 Penalty: 2769.190674
	Iteration 71Q: 3 clusters Score -456784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -456785.500000 Penalty: 2769.190674
	Iteration 72Q: 3 clusters Score -456785.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -456788.875000 Penalty: 2769.190674
	Iteration 73Q: 3 clusters Score -456788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -456791.156250 Penalty: 2769.190674
	Iteration 74Q: 3 clusters Score -456791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -456793.718750 Penalty: 2769.190674
	Iteration 75Q: 3 clusters Score -456793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -456794.281250 Penalty: 2769.190674
	Iteration 76Q: 3 clusters Score -456794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -456795.031250 Penalty: 2769.190674
	Iteration 77Q: 3 clusters Score -456795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -456795.812500 Penalty: 2769.190674
	Iteration 78Q: 3 clusters Score -456795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -456796.156250 Penalty: 2769.190674
	Iteration 79Q: 3 clusters Score -456796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -456796.312500 Penalty: 2769.190674
	Iteration 80F: 3 clusters Score -456796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -456797.187500 Penalty: 2769.190674
	Iteration 81Q: 3 clusters Score -456797.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -456797.187500 Penalty: 2769.190674
	Iteration 82F: 3 clusters Score -456797.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -134765.109375 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -134765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133030.093750 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -133030.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133373.625000 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -133373.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133465.062500 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -133465.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133524.140625 Penalty: 2377.446045
	Iteration 3Q: 3 clusters Score -133524.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133551.890625 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -133551.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133577.296875 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -133577.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133597.203125 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -133597.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133618.046875 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -133618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133630.593750 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -133630.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133638.265625 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -133638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133643.906250 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -133643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -133649.859375 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -133649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133655.015625 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -133655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133658.296875 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -133658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133661.562500 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -133661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -133666.187500 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -133666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133667.453125 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -133667.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133667.921875 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -133667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -133668.156250 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -133668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133669.156250 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -133669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133669.156250 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -133669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1185869.125000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1185869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1176490.250000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1176490 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1179672.750000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1179673 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1179999.000000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1179999 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1180267.500000 Penalty: 3087.968750
	Iteration 3Q: 3 clusters Score -1180268 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1180512.500000 Penalty: 3087.968750
	Iteration 4Q: 3 clusters Score -1180512 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1180713.000000 Penalty: 3087.968750
	Iteration 5Q: 3 clusters Score -1180713 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1180923.500000 Penalty: 3087.968750
	Iteration 6Q: 3 clusters Score -1180924 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1181102.375000 Penalty: 3087.968750
	Iteration 7Q: 3 clusters Score -1181102 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1181273.875000 Penalty: 3087.968750
	Iteration 8Q: 3 clusters Score -1181274 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1181473.625000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1181474 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1181690.875000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1181691 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1181920.375000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1181920 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1182159.625000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1182160 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1182387.125000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1182387 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1182554.000000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1182554 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1182693.250000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1182693 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1182798.750000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1182799 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1182869.750000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1182870 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1182934.750000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1182935 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1183000.750000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1183001 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1183066.000000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1183066 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1183118.125000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1183118 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1183161.875000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1183162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1183201.875000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1183202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1183236.750000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1183237 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1183277.000000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1183277 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1183312.875000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1183313 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1183353.250000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1183353 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1183398.125000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1183398 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1183456.875000 Penalty: 3087.968750
	Iteration 29Q: 3 clusters Score -1183457 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1183515.500000 Penalty: 3087.968750
	Iteration 30Q: 3 clusters Score -1183516 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1183575.250000 Penalty: 3087.968750
	Iteration 31Q: 3 clusters Score -1183575 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1183644.750000 Penalty: 3087.968750
	Iteration 32Q: 3 clusters Score -1183645 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1183728.875000 Penalty: 3087.968750
	Iteration 33Q: 3 clusters Score -1183729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1183811.750000 Penalty: 3087.968750
	Iteration 34Q: 3 clusters Score -1183812 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1183885.000000 Penalty: 3087.968750
	Iteration 35Q: 3 clusters Score -1183885 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1183960.500000 Penalty: 3087.968750
	Iteration 36Q: 3 clusters Score -1183960 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1184026.875000 Penalty: 3087.968750
	Iteration 37Q: 3 clusters Score -1184027 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1184089.125000 Penalty: 3087.968750
	Iteration 38Q: 3 clusters Score -1184089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1184129.750000 Penalty: 3087.968750
	Iteration 39Q: 3 clusters Score -1184130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1184180.250000 Penalty: 3087.968750
	Iteration 40F: 3 clusters Score -1184180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1184224.125000 Penalty: 3087.968750
	Iteration 41Q: 3 clusters Score -1184224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1184260.875000 Penalty: 3087.968750
	Iteration 42Q: 3 clusters Score -1184261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1184286.125000 Penalty: 3087.968750
	Iteration 43Q: 3 clusters Score -1184286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1184312.375000 Penalty: 3087.968750
	Iteration 44Q: 3 clusters Score -1184312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1184330.500000 Penalty: 3087.968750
	Iteration 45Q: 3 clusters Score -1184330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1184356.625000 Penalty: 3087.968750
	Iteration 46Q: 3 clusters Score -1184357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1184381.500000 Penalty: 3087.968750
	Iteration 47Q: 3 clusters Score -1184382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1184391.625000 Penalty: 3087.968750
	Iteration 48Q: 3 clusters Score -1184392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1184406.625000 Penalty: 3087.968750
	Iteration 49Q: 3 clusters Score -1184407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1184421.625000 Penalty: 3087.968750
	Iteration 50Q: 3 clusters Score -1184422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1184434.625000 Penalty: 3087.968750
	Iteration 51Q: 3 clusters Score -1184435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1184440.125000 Penalty: 3087.968750
	Iteration 52Q: 3 clusters Score -1184440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1184446.500000 Penalty: 3087.968750
	Iteration 53Q: 3 clusters Score -1184446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1184449.875000 Penalty: 3087.968750
	Iteration 54Q: 3 clusters Score -1184450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1184454.375000 Penalty: 3087.968750
	Iteration 55Q: 3 clusters Score -1184454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1184456.625000 Penalty: 3087.968750
	Iteration 56Q: 3 clusters Score -1184457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1184459.750000 Penalty: 3087.968750
	Iteration 57Q: 3 clusters Score -1184460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1184460.250000 Penalty: 3087.968750
	Iteration 58Q: 3 clusters Score -1184460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1184464.625000 Penalty: 3087.968750
	Iteration 59Q: 3 clusters Score -1184465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1184468.000000 Penalty: 3087.968750
	Iteration 60F: 3 clusters Score -1184468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1184470.375000 Penalty: 3087.968750
	Iteration 61Q: 3 clusters Score -1184470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1184471.875000 Penalty: 3087.968750
	Iteration 62Q: 3 clusters Score -1184472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1184474.625000 Penalty: 3087.968750
	Iteration 63Q: 3 clusters Score -1184475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1184476.625000 Penalty: 3087.968750
	Iteration 64Q: 3 clusters Score -1184477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1184480.625000 Penalty: 3087.968750
	Iteration 65Q: 3 clusters Score -1184481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1184483.250000 Penalty: 3087.968750
	Iteration 66Q: 3 clusters Score -1184483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1184486.250000 Penalty: 3087.968750
	Iteration 67Q: 3 clusters Score -1184486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1184489.000000 Penalty: 3087.968750
	Iteration 68Q: 3 clusters Score -1184489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1184488.000000 Penalty: 3087.968750
	Iteration 69Q: 3 clusters Score -1184488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1184488.000000 Penalty: 3087.968750
	Iteration 70F: 3 clusters Score -1184488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Entering Unmasked Estep 
Score: -360332.000000 Penalty: 1351.914429
	Iteration 0F: 2 clusters Score -360332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -356946.156250 Penalty: 2703.828857
	Iteration 0F: 3 clusters Score -356946.2 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -357863.500000 Penalty: 2703.828857
	Iteration 1F: 3 clusters Score -357863.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -358091.218750 Penalty: 2703.828857
	Iteration 2F: 3 clusters Score -358091.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -358292.343750 Penalty: 2703.828857
	Iteration 3F: 3 clusters Score -358292.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -358463.656250 Penalty: 2703.828857
	Iteration 4Q: 3 clusters Score -358463.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -358652.375000 Penalty: 2703.828857
	Iteration 5F: 3 clusters Score -358652.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -358903.687500 Penalty: 2703.828857
	Iteration 6F: 3 clusters Score -358903.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -359219.218750 Penalty: 2703.828857
	Iteration 7F: 3 clusters Score -359219.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -359518.875000 Penalty: 2703.828857
	Iteration 8F: 3 clusters Score -359518.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -359699.218750 Penalty: 2703.828857
	Iteration 9Q: 3 clusters Score -359699.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -359778.718750 Penalty: 2703.828857
	Iteration 10Q: 3 clusters Score -359778.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -359816.781250 Penalty: 2703.828857
	Iteration 11Q: 3 clusters Score -359816.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -359841.687500 Penalty: 2703.828857
	Iteration 12Q: 3 clusters Score -359841.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -359857.875000 Penalty: 2703.828857
	Iteration 13Q: 3 clusters Score -359857.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -359865.031250 Penalty: 2703.828857
	Iteration 14Q: 3 clusters Score -359865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -359869.781250 Penalty: 2703.828857
	Iteration 15Q: 3 clusters Score -359869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -359872.375000 Penalty: 2703.828857
	Iteration 16Q: 3 clusters Score -359872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -359874.156250 Penalty: 2703.828857
	Iteration 17Q: 3 clusters Score -359874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -359878.843750 Penalty: 2703.828857
	Iteration 18Q: 3 clusters Score -359878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -359882.843750 Penalty: 2703.828857
	Iteration 19Q: 3 clusters Score -359882.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -359885.531250 Penalty: 2703.828857
	Iteration 20F: 3 clusters Score -359885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -359886.906250 Penalty: 2703.828857
	Iteration 21Q: 3 clusters Score -359886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -359887.343750 Penalty: 2703.828857
	Iteration 22Q: 3 clusters Score -359887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -359887.343750 Penalty: 2703.828857
	Iteration 23F: 3 clusters Score -359887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Entering Unmasked Estep 
Score: -2000129.625000 Penalty: 1636.405518
	Iteration 0F: 2 clusters Score -2000130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1984172.500000 Penalty: 3272.811035
	Iteration 0F: 3 clusters Score -1984172 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1990270.625000 Penalty: 3272.811035
	Iteration 1F: 3 clusters Score -1990271 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1990838.000000 Penalty: 3272.811035
	Iteration 2F: 3 clusters Score -1990838 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1991452.125000 Penalty: 3272.811035
	Iteration 3F: 3 clusters Score -1991452 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1992225.125000 Penalty: 3272.811035
	Iteration 4F: 3 clusters Score -1992225 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1993180.000000 Penalty: 3272.811035
	Iteration 5F: 3 clusters Score -1993180 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1994431.250000 Penalty: 3272.811035
	Iteration 6F: 3 clusters Score -1994431 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1995886.875000 Penalty: 3272.811035
	Iteration 7F: 3 clusters Score -1995887 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1997119.500000 Penalty: 3272.811035
	Iteration 8Q: 3 clusters Score -1997120 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1997983.375000 Penalty: 3272.811035
	Iteration 9Q: 3 clusters Score -1997983 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1998492.500000 Penalty: 3272.811035
	Iteration 10Q: 3 clusters Score -1998492 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1998746.250000 Penalty: 3272.811035
	Iteration 11Q: 3 clusters Score -1998746 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1998910.875000 Penalty: 3272.811035
	Iteration 12Q: 3 clusters Score -1998911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1999005.875000 Penalty: 3272.811035
	Iteration 13Q: 3 clusters Score -1999006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1999042.000000 Penalty: 3272.811035
	Iteration 14Q: 3 clusters Score -1999042 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1999075.375000 Penalty: 3272.811035
	Iteration 15Q: 3 clusters Score -1999075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1999097.125000 Penalty: 3272.811035
	Iteration 16Q: 3 clusters Score -1999097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1999104.250000 Penalty: 3272.811035
	Iteration 17Q: 3 clusters Score -1999104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1999113.500000 Penalty: 3272.811035
	Iteration 18Q: 3 clusters Score -1999114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1999123.125000 Penalty: 3272.811035
	Iteration 19Q: 3 clusters Score -1999123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1999129.500000 Penalty: 3272.811035
	Iteration 20F: 3 clusters Score -1999130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1999137.375000 Penalty: 3272.811035
	Iteration 21Q: 3 clusters Score -1999137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1999139.125000 Penalty: 3272.811035
	Iteration 22Q: 3 clusters Score -1999139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1999140.750000 Penalty: 3272.811035
	Iteration 23Q: 3 clusters Score -1999141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1999142.125000 Penalty: 3272.811035
	Iteration 24Q: 3 clusters Score -1999142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1999148.875000 Penalty: 3272.811035
	Iteration 25Q: 3 clusters Score -1999149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1999147.750000 Penalty: 3272.811035
	Iteration 26Q: 3 clusters Score -1999148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1999150.500000 Penalty: 3272.811035
	Iteration 27Q: 3 clusters Score -1999150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1999149.875000 Penalty: 3272.811035
	Iteration 28Q: 3 clusters Score -1999150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1999149.875000 Penalty: 3272.811035
	Iteration 29F: 3 clusters Score -1999150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -259123.562500 Penalty: 1293.552612
	Iteration 0F: 2 clusters Score -259123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -256441.625000 Penalty: 2587.105225
	Iteration 0F: 3 clusters Score -256441.6 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -257028.703125 Penalty: 2587.105225
	Iteration 1F: 3 clusters Score -257028.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -257169.046875 Penalty: 2587.105225
	Iteration 2F: 3 clusters Score -257169 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -257244.953125 Penalty: 2587.105225
	Iteration 3F: 3 clusters Score -257245 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -257289.968750 Penalty: 2587.105225
	Iteration 4Q: 3 clusters Score -257290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -257320.234375 Penalty: 2587.105225
	Iteration 5Q: 3 clusters Score -257320.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -257345.250000 Penalty: 2587.105225
	Iteration 6Q: 3 clusters Score -257345.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -257365.921875 Penalty: 2587.105225
	Iteration 7Q: 3 clusters Score -257365.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -257381.812500 Penalty: 2587.105225
	Iteration 8Q: 3 clusters Score -257381.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -257388.796875 Penalty: 2587.105225
	Iteration 9Q: 3 clusters Score -257388.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -257397.718750 Penalty: 2587.105225
	Iteration 10Q: 3 clusters Score -257397.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -257408.640625 Penalty: 2587.105225
	Iteration 11Q: 3 clusters Score -257408.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -257418.906250 Penalty: 2587.105225
	Iteration 12Q: 3 clusters Score -257418.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -257423.906250 Penalty: 2587.105225
	Iteration 13Q: 3 clusters Score -257423.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -257429.843750 Penalty: 2587.105225
	Iteration 14Q: 3 clusters Score -257429.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -257433.546875 Penalty: 2587.105225
	Iteration 15Q: 3 clusters Score -257433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -257434.375000 Penalty: 2587.105225
	Iteration 16Q: 3 clusters Score -257434.4 nChanged 1
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: -257434.218750 Penalty: 2587.105225
	Iteration 17Q: 3 clusters Score -257434.2 nChanged 0
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: -257434.218750 Penalty: 2587.105225
	Iteration 18F: 3 clusters Score -257434.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Entering Unmasked Estep 
Score: -1214153.375000 Penalty: 1548.924683
	Iteration 0F: 2 clusters Score -1214153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1204525.125000 Penalty: 3097.849365
	Iteration 0F: 3 clusters Score -1204525 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1208120.375000 Penalty: 3097.849365
	Iteration 1F: 3 clusters Score -1208120 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1208639.875000 Penalty: 3097.849365
	Iteration 2F: 3 clusters Score -1208640 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1209203.500000 Penalty: 3097.849365
	Iteration 3F: 3 clusters Score -1209204 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1209847.875000 Penalty: 3097.849365
	Iteration 4F: 3 clusters Score -1209848 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1210556.250000 Penalty: 3097.849365
	Iteration 5F: 3 clusters Score -1210556 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1211165.500000 Penalty: 3097.849365
	Iteration 6F: 3 clusters Score -1211166 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1211574.750000 Penalty: 3097.849365
	Iteration 7Q: 3 clusters Score -1211575 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1211884.750000 Penalty: 3097.849365
	Iteration 8Q: 3 clusters Score -1211885 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1212136.375000 Penalty: 3097.849365
	Iteration 9Q: 3 clusters Score -1212136 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1212323.250000 Penalty: 3097.849365
	Iteration 10Q: 3 clusters Score -1212323 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1212479.875000 Penalty: 3097.849365
	Iteration 11Q: 3 clusters Score -1212480 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1212612.250000 Penalty: 3097.849365
	Iteration 12Q: 3 clusters Score -1212612 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1212738.750000 Penalty: 3097.849365
	Iteration 13Q: 3 clusters Score -1212739 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1212839.000000 Penalty: 3097.849365
	Iteration 14Q: 3 clusters Score -1212839 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1212920.625000 Penalty: 3097.849365
	Iteration 15Q: 3 clusters Score -1212921 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1212975.375000 Penalty: 3097.849365
	Iteration 16Q: 3 clusters Score -1212975 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1213010.625000 Penalty: 3097.849365
	Iteration 17Q: 3 clusters Score -1213011 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1213029.625000 Penalty: 3097.849365
	Iteration 18Q: 3 clusters Score -1213030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1213045.375000 Penalty: 3097.849365
	Iteration 19Q: 3 clusters Score -1213045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1213058.125000 Penalty: 3097.849365
	Iteration 20F: 3 clusters Score -1213058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1213060.750000 Penalty: 3097.849365
	Iteration 21Q: 3 clusters Score -1213061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1213062.375000 Penalty: 3097.849365
	Iteration 22Q: 3 clusters Score -1213062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1213066.375000 Penalty: 3097.849365
	Iteration 23Q: 3 clusters Score -1213066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1213065.750000 Penalty: 3097.849365
	Iteration 24Q: 3 clusters Score -1213066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1213069.875000 Penalty: 3097.849365
	Iteration 25Q: 3 clusters Score -1213070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1213070.750000 Penalty: 3097.849365
	Iteration 26Q: 3 clusters Score -1213071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1213069.625000 Penalty: 3097.849365
	Iteration 27Q: 3 clusters Score -1213070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1213066.625000 Penalty: 3097.849365
	Iteration 28Q: 3 clusters Score -1213067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1213066.000000 Penalty: 3097.849365
	Iteration 29Q: 3 clusters Score -1213066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1213067.875000 Penalty: 3097.849365
	Iteration 30Q: 3 clusters Score -1213068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1213067.375000 Penalty: 3097.849365
	Iteration 31Q: 3 clusters Score -1213067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1213068.125000 Penalty: 3097.849365
	Iteration 32Q: 3 clusters Score -1213068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1213068.375000 Penalty: 3097.849365
	Iteration 33Q: 3 clusters Score -1213068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1213068.375000 Penalty: 3097.849365
	Iteration 34F: 3 clusters Score -1213068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -261735.140625 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -261735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -259039.343750 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -259039.3 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -259685.500000 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -259685.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -259825.203125 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -259825.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -259950.437500 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -259950.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -260059.015625 Penalty: 2599.677246
	Iteration 4Q: 3 clusters Score -260059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -260170.281250 Penalty: 2599.677246
	Iteration 5Q: 3 clusters Score -260170.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -260273.187500 Penalty: 2599.677246
	Iteration 6Q: 3 clusters Score -260273.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -260360.375000 Penalty: 2599.677246
	Iteration 7Q: 3 clusters Score -260360.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -260428.828125 Penalty: 2599.677246
	Iteration 8Q: 3 clusters Score -260428.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -260485.703125 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -260485.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -260544.500000 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -260544.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -260602.656250 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -260602.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -260660.906250 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -260660.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -260706.375000 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -260706.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -260751.562500 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -260751.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -260774.531250 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -260774.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -260793.265625 Penalty: 2599.677246
	Iteration 16Q: 3 clusters Score -260793.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -260803.734375 Penalty: 2599.677246
	Iteration 17Q: 3 clusters Score -260803.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -260815.218750 Penalty: 2599.677246
	Iteration 18Q: 3 clusters Score -260815.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -260831.046875 Penalty: 2599.677246
	Iteration 19Q: 3 clusters Score -260831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -260836.640625 Penalty: 2599.677246
	Iteration 20F: 3 clusters Score -260836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -260842.875000 Penalty: 2599.677246
	Iteration 21Q: 3 clusters Score -260842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -260850.265625 Penalty: 2599.677246
	Iteration 22Q: 3 clusters Score -260850.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -260857.265625 Penalty: 2599.677246
	Iteration 23Q: 3 clusters Score -260857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -260859.890625 Penalty: 2599.677246
	Iteration 24Q: 3 clusters Score -260859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -260860.765625 Penalty: 2599.677246
	Iteration 25Q: 3 clusters Score -260860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -260862.546875 Penalty: 2599.677246
	Iteration 26Q: 3 clusters Score -260862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -260864.750000 Penalty: 2599.677246
	Iteration 27Q: 3 clusters Score -260864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -260868.359375 Penalty: 2599.677246
	Iteration 28Q: 3 clusters Score -260868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -260871.718750 Penalty: 2599.677246
	Iteration 29Q: 3 clusters Score -260871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -260873.406250 Penalty: 2599.677246
	Iteration 30Q: 3 clusters Score -260873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -260875.093750 Penalty: 2599.677246
	Iteration 31Q: 3 clusters Score -260875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -260875.781250 Penalty: 2599.677246
	Iteration 32Q: 3 clusters Score -260875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -260875.781250 Penalty: 2599.677246
	Iteration 33F: 3 clusters Score -260875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265913 members 
Entering Unmasked Estep 
Score: -23854476.000000 Penalty: 2029.775269
	Iteration 0F: 2 clusters Score -2.385448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132787 members 
Mstep: Class 2 contains 133126 members 
Entering Unmasked Estep 
Score: -23684316.000000 Penalty: 4059.550537
	Iteration 0F: 3 clusters Score -2.368432e+07 nChanged 129481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 135957 members 
Entering Unmasked Estep 
Score: -23761852.000000 Penalty: 4059.550537
	Iteration 1F: 3 clusters Score -2.376185e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -23763634.000000 Penalty: 4059.550537
	Iteration 2Q: 3 clusters Score -2.376363e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124569 members 
Mstep: Class 2 contains 141344 members 
Entering Unmasked Estep 
Score: -23766386.000000 Penalty: 4059.550537
	Iteration 3Q: 3 clusters Score -2.376639e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119405 members 
Mstep: Class 2 contains 146508 members 
Entering Unmasked Estep 
Score: -23771492.000000 Penalty: 4059.550537
	Iteration 4Q: 3 clusters Score -2.377149e+07 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -23779344.000000 Penalty: 4059.550537
	Iteration 5Q: 3 clusters Score -2.377934e+07 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 162203 members 
Entering Unmasked Estep 
Score: -23790960.000000 Penalty: 4059.550537
	Iteration 6F: 3 clusters Score -2.379096e+07 nChanged 17870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -23804816.000000 Penalty: 4059.550537
	Iteration 7F: 3 clusters Score -2.380482e+07 nChanged 16697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -23815100.000000 Penalty: 4059.550537
	Iteration 8F: 3 clusters Score -2.38151e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87282 members 
Mstep: Class 2 contains 178631 members 
Entering Unmasked Estep 
Score: -23819806.000000 Penalty: 4059.550537
	Iteration 9Q: 3 clusters Score -2.381981e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -23821346.000000 Penalty: 4059.550537
	Iteration 10Q: 3 clusters Score -2.382135e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 183493 members 
Entering Unmasked Estep 
Score: -23822030.000000 Penalty: 4059.550537
	Iteration 11Q: 3 clusters Score -2.382203e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 185912 members 
Entering Unmasked Estep 
Score: -23822646.000000 Penalty: 4059.550537
	Iteration 12Q: 3 clusters Score -2.382265e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 188326 members 
Entering Unmasked Estep 
Score: -23823266.000000 Penalty: 4059.550537
	Iteration 13Q: 3 clusters Score -2.382327e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 190638 members 
Entering Unmasked Estep 
Score: -23823742.000000 Penalty: 4059.550537
	Iteration 14Q: 3 clusters Score -2.382374e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 192958 members 
Entering Unmasked Estep 
Score: -23824316.000000 Penalty: 4059.550537
	Iteration 15Q: 3 clusters Score -2.382432e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 195148 members 
Entering Unmasked Estep 
Score: -23824828.000000 Penalty: 4059.550537
	Iteration 16Q: 3 clusters Score -2.382483e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 197312 members 
Entering Unmasked Estep 
Score: -23825268.000000 Penalty: 4059.550537
	Iteration 17Q: 3 clusters Score -2.382527e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 199440 members 
Entering Unmasked Estep 
Score: -23826016.000000 Penalty: 4059.550537
	Iteration 18Q: 3 clusters Score -2.382602e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 201517 members 
Entering Unmasked Estep 
Score: -23826396.000000 Penalty: 4059.550537
	Iteration 19Q: 3 clusters Score -2.38264e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 203483 members 
Entering Unmasked Estep 
Score: -23826756.000000 Penalty: 4059.550537
	Iteration 20F: 3 clusters Score -2.382676e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 205384 members 
Entering Unmasked Estep 
Score: -23827170.000000 Penalty: 4059.550537
	Iteration 21Q: 3 clusters Score -2.382717e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 207252 members 
Entering Unmasked Estep 
Score: -23827708.000000 Penalty: 4059.550537
	Iteration 22Q: 3 clusters Score -2.382771e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 209145 members 
Entering Unmasked Estep 
Score: -23828164.000000 Penalty: 4059.550537
	Iteration 23Q: 3 clusters Score -2.382816e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 210954 members 
Entering Unmasked Estep 
Score: -23828710.000000 Penalty: 4059.550537
	Iteration 24Q: 3 clusters Score -2.382871e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 212828 members 
Entering Unmasked Estep 
Score: -23829098.000000 Penalty: 4059.550537
	Iteration 25Q: 3 clusters Score -2.38291e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 214634 members 
Entering Unmasked Estep 
Score: -23829626.000000 Penalty: 4059.550537
	Iteration 26Q: 3 clusters Score -2.382963e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 216478 members 
Entering Unmasked Estep 
Score: -23830284.000000 Penalty: 4059.550537
	Iteration 27Q: 3 clusters Score -2.383028e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 218317 members 
Entering Unmasked Estep 
Score: -23830854.000000 Penalty: 4059.550537
	Iteration 28Q: 3 clusters Score -2.383085e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 220136 members 
Entering Unmasked Estep 
Score: -23831468.000000 Penalty: 4059.550537
	Iteration 29Q: 3 clusters Score -2.383147e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 222011 members 
Entering Unmasked Estep 
Score: -23832222.000000 Penalty: 4059.550537
	Iteration 30Q: 3 clusters Score -2.383222e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 223969 members 
Entering Unmasked Estep 
Score: -23833036.000000 Penalty: 4059.550537
	Iteration 31Q: 3 clusters Score -2.383304e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 225945 members 
Entering Unmasked Estep 
Score: -23833858.000000 Penalty: 4059.550537
	Iteration 32Q: 3 clusters Score -2.383386e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 227923 members 
Entering Unmasked Estep 
Score: -23834632.000000 Penalty: 4059.550537
	Iteration 33Q: 3 clusters Score -2.383463e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 229906 members 
Entering Unmasked Estep 
Score: -23835400.000000 Penalty: 4059.550537
	Iteration 34Q: 3 clusters Score -2.38354e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 231808 members 
Entering Unmasked Estep 
Score: -23836234.000000 Penalty: 4059.550537
	Iteration 35Q: 3 clusters Score -2.383623e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 233747 members 
Entering Unmasked Estep 
Score: -23837316.000000 Penalty: 4059.550537
	Iteration 36Q: 3 clusters Score -2.383732e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 235722 members 
Entering Unmasked Estep 
Score: -23838382.000000 Penalty: 4059.550537
	Iteration 37Q: 3 clusters Score -2.383838e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 237643 members 
Entering Unmasked Estep 
Score: -23839450.000000 Penalty: 4059.550537
	Iteration 38Q: 3 clusters Score -2.383945e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 239483 members 
Entering Unmasked Estep 
Score: -23840456.000000 Penalty: 4059.550537
	Iteration 39Q: 3 clusters Score -2.384046e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 241245 members 
Entering Unmasked Estep 
Score: -23841486.000000 Penalty: 4059.550537
	Iteration 40F: 3 clusters Score -2.384149e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 242922 members 
Entering Unmasked Estep 
Score: -23842478.000000 Penalty: 4059.550537
	Iteration 41Q: 3 clusters Score -2.384248e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 244500 members 
Entering Unmasked Estep 
Score: -23843386.000000 Penalty: 4059.550537
	Iteration 42Q: 3 clusters Score -2.384339e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 245961 members 
Entering Unmasked Estep 
Score: -23844250.000000 Penalty: 4059.550537
	Iteration 43Q: 3 clusters Score -2.384425e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 247325 members 
Entering Unmasked Estep 
Score: -23845030.000000 Penalty: 4059.550537
	Iteration 44Q: 3 clusters Score -2.384503e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 248575 members 
Entering Unmasked Estep 
Score: -23845684.000000 Penalty: 4059.550537
	Iteration 45Q: 3 clusters Score -2.384568e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 249743 members 
Entering Unmasked Estep 
Score: -23846282.000000 Penalty: 4059.550537
	Iteration 46Q: 3 clusters Score -2.384628e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 250824 members 
Entering Unmasked Estep 
Score: -23846712.000000 Penalty: 4059.550537
	Iteration 47Q: 3 clusters Score -2.384671e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 251908 members 
Entering Unmasked Estep 
Score: -23847136.000000 Penalty: 4059.550537
	Iteration 48Q: 3 clusters Score -2.384714e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 252883 members 
Entering Unmasked Estep 
Score: -23847582.000000 Penalty: 4059.550537
	Iteration 49Q: 3 clusters Score -2.384758e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 253778 members 
Entering Unmasked Estep 
Score: -23847972.000000 Penalty: 4059.550537
	Iteration 50Q: 3 clusters Score -2.384797e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 254665 members 
Entering Unmasked Estep 
Score: -23848370.000000 Penalty: 4059.550537
	Iteration 51Q: 3 clusters Score -2.384837e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 255539 members 
Entering Unmasked Estep 
Score: -23848786.000000 Penalty: 4059.550537
	Iteration 52Q: 3 clusters Score -2.384879e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 256369 members 
Entering Unmasked Estep 
Score: -23849068.000000 Penalty: 4059.550537
	Iteration 53Q: 3 clusters Score -2.384907e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 257125 members 
Entering Unmasked Estep 
Score: -23849374.000000 Penalty: 4059.550537
	Iteration 54Q: 3 clusters Score -2.384937e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 257838 members 
Entering Unmasked Estep 
Score: -23849664.000000 Penalty: 4059.550537
	Iteration 55Q: 3 clusters Score -2.384966e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 258510 members 
Entering Unmasked Estep 
Score: -23849940.000000 Penalty: 4059.550537
	Iteration 56Q: 3 clusters Score -2.384994e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 259120 members 
Entering Unmasked Estep 
Score: -23850192.000000 Penalty: 4059.550537
	Iteration 57Q: 3 clusters Score -2.385019e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 259703 members 
Entering Unmasked Estep 
Score: -23850388.000000 Penalty: 4059.550537
	Iteration 58Q: 3 clusters Score -2.385039e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 260243 members 
Entering Unmasked Estep 
Score: -23850580.000000 Penalty: 4059.550537
	Iteration 59Q: 3 clusters Score -2.385058e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 260719 members 
Entering Unmasked Estep 
Score: -23850836.000000 Penalty: 4059.550537
	Iteration 60F: 3 clusters Score -2.385084e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 261181 members 
Entering Unmasked Estep 
Score: -23850978.000000 Penalty: 4059.550537
	Iteration 61Q: 3 clusters Score -2.385098e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 261608 members 
Entering Unmasked Estep 
Score: -23851132.000000 Penalty: 4059.550537
	Iteration 62Q: 3 clusters Score -2.385113e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 261965 members 
Entering Unmasked Estep 
Score: -23851224.000000 Penalty: 4059.550537
	Iteration 63Q: 3 clusters Score -2.385122e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 262282 members 
Entering Unmasked Estep 
Score: -23851366.000000 Penalty: 4059.550537
	Iteration 64Q: 3 clusters Score -2.385137e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 262603 members 
Entering Unmasked Estep 
Score: -23851464.000000 Penalty: 4059.550537
	Iteration 65Q: 3 clusters Score -2.385146e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 262879 members 
Entering Unmasked Estep 
Score: -23851604.000000 Penalty: 4059.550537
	Iteration 66Q: 3 clusters Score -2.38516e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 263132 members 
Entering Unmasked Estep 
Score: -23851710.000000 Penalty: 4059.550537
	Iteration 67Q: 3 clusters Score -2.385171e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 263347 members 
Entering Unmasked Estep 
Score: -23851848.000000 Penalty: 4059.550537
	Iteration 68Q: 3 clusters Score -2.385185e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 263537 members 
Entering Unmasked Estep 
Score: -23851920.000000 Penalty: 4059.550537
	Iteration 69Q: 3 clusters Score -2.385192e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 263687 members 
Entering Unmasked Estep 
Score: -23851992.000000 Penalty: 4059.550537
	Iteration 70Q: 3 clusters Score -2.385199e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 263808 members 
Entering Unmasked Estep 
Score: -23852036.000000 Penalty: 4059.550537
	Iteration 71Q: 3 clusters Score -2.385204e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 263913 members 
Entering Unmasked Estep 
Score: -23852094.000000 Penalty: 4059.550537
	Iteration 72Q: 3 clusters Score -2.385209e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 264008 members 
Entering Unmasked Estep 
Score: -23852148.000000 Penalty: 4059.550537
	Iteration 73Q: 3 clusters Score -2.385215e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 264096 members 
Entering Unmasked Estep 
Score: -23852172.000000 Penalty: 4059.550537
	Iteration 74Q: 3 clusters Score -2.385217e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 264178 members 
Entering Unmasked Estep 
Score: -23852214.000000 Penalty: 4059.550537
	Iteration 75Q: 3 clusters Score -2.385221e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 264257 members 
Entering Unmasked Estep 
Score: -23852252.000000 Penalty: 4059.550537
	Iteration 76Q: 3 clusters Score -2.385225e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 264326 members 
Entering Unmasked Estep 
Score: -23852304.000000 Penalty: 4059.550537
	Iteration 77Q: 3 clusters Score -2.38523e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 264391 members 
Entering Unmasked Estep 
Score: -23852344.000000 Penalty: 4059.550537
	Iteration 78Q: 3 clusters Score -2.385234e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 264450 members 
Entering Unmasked Estep 
Score: -23852376.000000 Penalty: 4059.550537
	Iteration 79Q: 3 clusters Score -2.385238e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 264504 members 
Entering Unmasked Estep 
Score: -23852398.000000 Penalty: 4059.550537
	Iteration 80F: 3 clusters Score -2.38524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 264542 members 
Entering Unmasked Estep 
Score: -23852402.000000 Penalty: 4059.550537
	Iteration 81Q: 3 clusters Score -2.38524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 264572 members 
Entering Unmasked Estep 
Score: -23852436.000000 Penalty: 4059.550537
	Iteration 82Q: 3 clusters Score -2.385244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 264599 members 
Entering Unmasked Estep 
Score: -23852450.000000 Penalty: 4059.550537
	Iteration 83Q: 3 clusters Score -2.385245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 264626 members 
Entering Unmasked Estep 
Score: -23852452.000000 Penalty: 4059.550537
	Iteration 84Q: 3 clusters Score -2.385245e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 264653 members 
Entering Unmasked Estep 
Score: -23852468.000000 Penalty: 4059.550537
	Iteration 85Q: 3 clusters Score -2.385247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 264682 members 
Entering Unmasked Estep 
Score: -23852472.000000 Penalty: 4059.550537
	Iteration 86Q: 3 clusters Score -2.385247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 264703 members 
Entering Unmasked Estep 
Score: -23852494.000000 Penalty: 4059.550537
	Iteration 87Q: 3 clusters Score -2.385249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 264722 members 
Entering Unmasked Estep 
Score: -23852506.000000 Penalty: 4059.550537
	Iteration 88Q: 3 clusters Score -2.385251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 264737 members 
Entering Unmasked Estep 
Score: -23852512.000000 Penalty: 4059.550537
	Iteration 89Q: 3 clusters Score -2.385251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 264753 members 
Entering Unmasked Estep 
Score: -23852510.000000 Penalty: 4059.550537
	Iteration 90Q: 3 clusters Score -2.385251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 264766 members 
Entering Unmasked Estep 
Score: -23852538.000000 Penalty: 4059.550537
	Iteration 91Q: 3 clusters Score -2.385254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 264778 members 
Entering Unmasked Estep 
Score: -23852546.000000 Penalty: 4059.550537
	Iteration 92Q: 3 clusters Score -2.385255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 264793 members 
Entering Unmasked Estep 
Score: -23852548.000000 Penalty: 4059.550537
	Iteration 93Q: 3 clusters Score -2.385255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 264810 members 
Entering Unmasked Estep 
Score: -23852558.000000 Penalty: 4059.550537
	Iteration 94Q: 3 clusters Score -2.385256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 264817 members 
Entering Unmasked Estep 
Score: -23852566.000000 Penalty: 4059.550537
	Iteration 95Q: 3 clusters Score -2.385257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 264820 members 
Entering Unmasked Estep 
Score: -23852574.000000 Penalty: 4059.550537
	Iteration 96Q: 3 clusters Score -2.385257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 264833 members 
Entering Unmasked Estep 
Score: -23852578.000000 Penalty: 4059.550537
	Iteration 97Q: 3 clusters Score -2.385258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 264846 members 
Entering Unmasked Estep 
Score: -23852574.000000 Penalty: 4059.550537
	Iteration 98Q: 3 clusters Score -2.385257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 264855 members 
Entering Unmasked Estep 
Score: -23852594.000000 Penalty: 4059.550537
	Iteration 99Q: 3 clusters Score -2.385259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 264863 members 
Entering Unmasked Estep 
Score: -23852614.000000 Penalty: 4059.550537
	Iteration 100F: 3 clusters Score -2.385261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 264868 members 
Entering Unmasked Estep 
Score: -23852614.000000 Penalty: 4059.550537
	Iteration 101Q: 3 clusters Score -2.385261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 264868 members 
Entering Unmasked Estep 
Score: -23852626.000000 Penalty: 4059.550537
	Iteration 102Q: 3 clusters Score -2.385263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 264870 members 
Entering Unmasked Estep 
Score: -23852636.000000 Penalty: 4059.550537
	Iteration 103Q: 3 clusters Score -2.385264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 264873 members 
Entering Unmasked Estep 
Score: -23852632.000000 Penalty: 4059.550537
	Iteration 104Q: 3 clusters Score -2.385263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 264877 members 
Entering Unmasked Estep 
Score: -23852622.000000 Penalty: 4059.550537
	Iteration 105Q: 3 clusters Score -2.385262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 264878 members 
Entering Unmasked Estep 
Score: -23852638.000000 Penalty: 4059.550537
	Iteration 106Q: 3 clusters Score -2.385264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 264881 members 
Entering Unmasked Estep 
Score: -23852632.000000 Penalty: 4059.550537
	Iteration 107Q: 3 clusters Score -2.385263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 264881 members 
Entering Unmasked Estep 
Score: -23852632.000000 Penalty: 4059.550537
	Iteration 108F: 3 clusters Score -2.385263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67077 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69248 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18358 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693500.000000 Penalty: 38525.945312
Iteration 159Q: 19 clusters Score -4.56935e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67074 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69256 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18355 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693496.000000 Penalty: 38525.945312
Iteration 160F: 19 clusters Score -4.56935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67071 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69260 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18354 members 
Mstep: Class 8 contains 12664 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23628 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693528.000000 Penalty: 38525.945312
Iteration 161Q: 19 clusters Score -4.569353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67070 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69266 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18353 members 
Mstep: Class 8 contains 12666 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 16 contains 4103 members 
Mstep: Class 18 contains 23625 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693496.000000 Penalty: 38525.945312
Iteration 162Q: 19 clusters Score -4.56935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67065 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69270 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18350 members 
Mstep: Class 8 contains 12667 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5042 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23624 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13793 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693476.000000 Penalty: 38525.945312
Iteration 163Q: 19 clusters Score -4.569348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 67063 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69278 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12669 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5038 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23624 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13794 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693500.000000 Penalty: 38525.945312
Iteration 164Q: 19 clusters Score -4.56935e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 67059 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69284 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18346 members 
Mstep: Class 8 contains 12671 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23624 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693472.000000 Penalty: 38525.945312
Iteration 165Q: 19 clusters Score -4.569347e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 67052 members 
Mstep: Class 3 contains 9273 members 
Mstep: Class 5 contains 69291 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18348 members 
Mstep: Class 8 contains 12673 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5042 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23624 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693504.000000 Penalty: 38525.945312
Iteration 166Q: 19 clusters Score -4.56935e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 67050 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69299 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18350 members 
Mstep: Class 8 contains 12675 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 1501 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23623 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693548.000000 Penalty: 38525.945312
Iteration 167Q: 19 clusters Score -4.569355e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 67048 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69310 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18349 members 
Mstep: Class 8 contains 12676 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5044 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23622 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13796 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693548.000000 Penalty: 38525.945312
Iteration 168Q: 19 clusters Score -4.569355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 67043 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69323 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12678 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23620 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13797 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693560.000000 Penalty: 38525.945312
Iteration 169Q: 19 clusters Score -4.569356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 67035 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69326 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23620 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693556.000000 Penalty: 38525.945312
Iteration 170Q: 19 clusters Score -4.569356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 67024 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 5 contains 69333 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23621 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13801 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693552.000000 Penalty: 38525.945312
Iteration 171Q: 19 clusters Score -4.569355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 67022 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69339 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5067 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23619 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13801 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693564.000000 Penalty: 38525.945312
Iteration 172Q: 19 clusters Score -4.569356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 67020 members 
Mstep: Class 3 contains 9275 members 
Mstep: Class 5 contains 69342 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5071 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23618 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13802 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693588.000000 Penalty: 38525.945312
Iteration 173Q: 19 clusters Score -4.569359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 67020 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69343 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5074 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23617 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693584.000000 Penalty: 38525.945312
Iteration 174Q: 19 clusters Score -4.569358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 67020 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69343 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693588.000000 Penalty: 38525.945312
Iteration 175Q: 19 clusters Score -4.569359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 67020 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69344 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5079 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693592.000000 Penalty: 38525.945312
Iteration 176Q: 19 clusters Score -4.569359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67021 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5081 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693584.000000 Penalty: 38525.945312
Iteration 177Q: 19 clusters Score -4.569358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67020 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693592.000000 Penalty: 38525.945312
Iteration 178Q: 19 clusters Score -4.569359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67020 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12680 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693592.000000 Penalty: 38525.945312
Iteration 179Q: 19 clusters Score -4.569359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67019 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693580.000000 Penalty: 38525.945312
Iteration 180F: 19 clusters Score -4.569358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67019 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12682 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693584.000000 Penalty: 38525.945312
Iteration 181Q: 19 clusters Score -4.569358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67019 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693572.000000 Penalty: 38525.945312
Iteration 182Q: 19 clusters Score -4.569357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67019 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693572.000000 Penalty: 38525.945312
Iteration 183Q: 19 clusters Score -4.569357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67019 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 1888 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693572.000000 Penalty: 38525.945312
Iteration 184F: 19 clusters Score -4.569357e+07 nChanged 0
Entering ConstructFrom: 
Score: -45693572.000000 Penalty: 38525.945312
Entering ConstructFrom: 
Trying to split cluster 1 (8299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Entering Unmasked Estep 
Score: -741797.500000 Penalty: 1466.382202
	Iteration 0F: 2 clusters Score -741797.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -735681.875000 Penalty: 2932.764404
	Iteration 0F: 3 clusters Score -735681.9 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -737643.187500 Penalty: 2932.764404
	Iteration 1F: 3 clusters Score -737643.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -737885.125000 Penalty: 2932.764404
	Iteration 2F: 3 clusters Score -737885.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -738065.937500 Penalty: 2932.764404
	Iteration 3F: 3 clusters Score -738065.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -738225.250000 Penalty: 2932.764404
	Iteration 4Q: 3 clusters Score -738225.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -738406.375000 Penalty: 2932.764404
	Iteration 5Q: 3 clusters Score -738406.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -738596.812500 Penalty: 2932.764404
	Iteration 6Q: 3 clusters Score -738596.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -738815.187500 Penalty: 2932.764404
	Iteration 7Q: 3 clusters Score -738815.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -739062.437500 Penalty: 2932.764404
	Iteration 8Q: 3 clusters Score -739062.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -739365.375000 Penalty: 2932.764404
	Iteration 9Q: 3 clusters Score -739365.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -739664.375000 Penalty: 2932.764404
	Iteration 10Q: 3 clusters Score -739664.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -739949.312500 Penalty: 2932.764404
	Iteration 11Q: 3 clusters Score -739949.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -740175.687500 Penalty: 2932.764404
	Iteration 12Q: 3 clusters Score -740175.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -740319.312500 Penalty: 2932.764404
	Iteration 13Q: 3 clusters Score -740319.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -740404.250000 Penalty: 2932.764404
	Iteration 14Q: 3 clusters Score -740404.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -740456.312500 Penalty: 2932.764404
	Iteration 15Q: 3 clusters Score -740456.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -740488.187500 Penalty: 2932.764404
	Iteration 16Q: 3 clusters Score -740488.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -740523.062500 Penalty: 2932.764404
	Iteration 17Q: 3 clusters Score -740523.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -740550.250000 Penalty: 2932.764404
	Iteration 18Q: 3 clusters Score -740550.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -740570.937500 Penalty: 2932.764404
	Iteration 19Q: 3 clusters Score -740570.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -740588.937500 Penalty: 2932.764404
	Iteration 20F: 3 clusters Score -740588.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -740598.875000 Penalty: 2932.764404
	Iteration 21Q: 3 clusters Score -740598.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -740607.812500 Penalty: 2932.764404
	Iteration 22Q: 3 clusters Score -740607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -740610.062500 Penalty: 2932.764404
	Iteration 23Q: 3 clusters Score -740610.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -740614.437500 Penalty: 2932.764404
	Iteration 24Q: 3 clusters Score -740614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -740616.750000 Penalty: 2932.764404
	Iteration 25Q: 3 clusters Score -740616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -740621.687500 Penalty: 2932.764404
	Iteration 26Q: 3 clusters Score -740621.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -740624.500000 Penalty: 2932.764404
	Iteration 27Q: 3 clusters Score -740624.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -740627.625000 Penalty: 2932.764404
	Iteration 28Q: 3 clusters Score -740627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -740631.250000 Penalty: 2932.764404
	Iteration 29Q: 3 clusters Score -740631.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -740632.500000 Penalty: 2932.764404
	Iteration 30Q: 3 clusters Score -740632.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -740635.687500 Penalty: 2932.764404
	Iteration 31Q: 3 clusters Score -740635.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -740634.812500 Penalty: 2932.764404
	Iteration 32Q: 3 clusters Score -740634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -740640.625000 Penalty: 2932.764404
	Iteration 33Q: 3 clusters Score -740640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -740640.250000 Penalty: 2932.764404
	Iteration 34Q: 3 clusters Score -740640.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -740643.687500 Penalty: 2932.764404
	Iteration 35Q: 3 clusters Score -740643.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -740645.875000 Penalty: 2932.764404
	Iteration 36Q: 3 clusters Score -740645.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -740646.125000 Penalty: 2932.764404
	Iteration 37Q: 3 clusters Score -740646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -740648.312500 Penalty: 2932.764404
	Iteration 38Q: 3 clusters Score -740648.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -740650.062500 Penalty: 2932.764404
	Iteration 39Q: 3 clusters Score -740650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -740651.375000 Penalty: 2932.764404
	Iteration 40F: 3 clusters Score -740651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -740651.437500 Penalty: 2932.764404
	Iteration 41Q: 3 clusters Score -740651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -740651.000000 Penalty: 2932.764404
	Iteration 42Q: 3 clusters Score -740651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -740652.437500 Penalty: 2932.764404
	Iteration 43Q: 3 clusters Score -740652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -740652.750000 Penalty: 2932.764404
	Iteration 44Q: 3 clusters Score -740652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -740652.500000 Penalty: 2932.764404
	Iteration 45Q: 3 clusters Score -740652.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -740652.500000 Penalty: 2932.764404
	Iteration 46F: 3 clusters Score -740652.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Entering Unmasked Estep 
Score: -5854217.000000 Penalty: 1805.818726
	Iteration 0F: 2 clusters Score -5854217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -5809624.500000 Penalty: 3611.637451
	Iteration 0F: 3 clusters Score -5809624 nChanged 31643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -5827601.500000 Penalty: 3611.637451
	Iteration 1F: 3 clusters Score -5827602 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5828001.500000 Penalty: 3611.637451
	Iteration 2Q: 3 clusters Score -5828002 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5828563.000000 Penalty: 3611.637451
	Iteration 3Q: 3 clusters Score -5828563 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5829208.000000 Penalty: 3611.637451
	Iteration 4Q: 3 clusters Score -5829208 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5830234.500000 Penalty: 3611.637451
	Iteration 5Q: 3 clusters Score -5830234 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5831818.500000 Penalty: 3611.637451
	Iteration 6Q: 3 clusters Score -5831818 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5834328.000000 Penalty: 3611.637451
	Iteration 7F: 3 clusters Score -5834328 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -5837723.500000 Penalty: 3611.637451
	Iteration 8F: 3 clusters Score -5837724 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -5841305.000000 Penalty: 3611.637451
	Iteration 9F: 3 clusters Score -5841305 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5844328.500000 Penalty: 3611.637451
	Iteration 10F: 3 clusters Score -5844328 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -5846407.500000 Penalty: 3611.637451
	Iteration 11Q: 3 clusters Score -5846408 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5847877.500000 Penalty: 3611.637451
	Iteration 12Q: 3 clusters Score -5847878 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -5849113.500000 Penalty: 3611.637451
	Iteration 13Q: 3 clusters Score -5849114 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5850079.000000 Penalty: 3611.637451
	Iteration 14Q: 3 clusters Score -5850079 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5850893.000000 Penalty: 3611.637451
	Iteration 15Q: 3 clusters Score -5850893 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5851505.500000 Penalty: 3611.637451
	Iteration 16Q: 3 clusters Score -5851506 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66105 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5851913.000000 Penalty: 3611.637451
	Iteration 17Q: 3 clusters Score -5851913 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5852220.500000 Penalty: 3611.637451
	Iteration 18Q: 3 clusters Score -5852220 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5852359.000000 Penalty: 3611.637451
	Iteration 19Q: 3 clusters Score -5852359 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5852434.000000 Penalty: 3611.637451
	Iteration 20F: 3 clusters Score -5852434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5852498.000000 Penalty: 3611.637451
	Iteration 21Q: 3 clusters Score -5852498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5852530.000000 Penalty: 3611.637451
	Iteration 22Q: 3 clusters Score -5852530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5852552.500000 Penalty: 3611.637451
	Iteration 23Q: 3 clusters Score -5852552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5852568.000000 Penalty: 3611.637451
	Iteration 24Q: 3 clusters Score -5852568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5852583.000000 Penalty: 3611.637451
	Iteration 25Q: 3 clusters Score -5852583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5852593.000000 Penalty: 3611.637451
	Iteration 26Q: 3 clusters Score -5852593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5852598.500000 Penalty: 3611.637451
	Iteration 27Q: 3 clusters Score -5852598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5852598.000000 Penalty: 3611.637451
	Iteration 28Q: 3 clusters Score -5852598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5852605.000000 Penalty: 3611.637451
	Iteration 29Q: 3 clusters Score -5852605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5852610.500000 Penalty: 3611.637451
	Iteration 30Q: 3 clusters Score -5852610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5852610.500000 Penalty: 3611.637451
	Iteration 31Q: 3 clusters Score -5852610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5852614.500000 Penalty: 3611.637451
	Iteration 32Q: 3 clusters Score -5852614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5852614.500000 Penalty: 3611.637451
	Iteration 33F: 3 clusters Score -5852614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Entering Unmasked Estep 
Score: -836159.625000 Penalty: 1484.432617
	Iteration 0F: 2 clusters Score -836159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -829472.062500 Penalty: 2968.865234
	Iteration 0F: 3 clusters Score -829472.1 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -831663.875000 Penalty: 2968.865234
	Iteration 1F: 3 clusters Score -831663.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -831853.812500 Penalty: 2968.865234
	Iteration 2F: 3 clusters Score -831853.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -831990.750000 Penalty: 2968.865234
	Iteration 3Q: 3 clusters Score -831990.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -832096.187500 Penalty: 2968.865234
	Iteration 4Q: 3 clusters Score -832096.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -832165.562500 Penalty: 2968.865234
	Iteration 5Q: 3 clusters Score -832165.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -832222.937500 Penalty: 2968.865234
	Iteration 6Q: 3 clusters Score -832222.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -832270.312500 Penalty: 2968.865234
	Iteration 7Q: 3 clusters Score -832270.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -832316.812500 Penalty: 2968.865234
	Iteration 8Q: 3 clusters Score -832316.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -832364.125000 Penalty: 2968.865234
	Iteration 9Q: 3 clusters Score -832364.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -832409.000000 Penalty: 2968.865234
	Iteration 10Q: 3 clusters Score -832409 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -832459.875000 Penalty: 2968.865234
	Iteration 11Q: 3 clusters Score -832459.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -832521.062500 Penalty: 2968.865234
	Iteration 12Q: 3 clusters Score -832521.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -832592.937500 Penalty: 2968.865234
	Iteration 13Q: 3 clusters Score -832592.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -832691.125000 Penalty: 2968.865234
	Iteration 14Q: 3 clusters Score -832691.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -832838.625000 Penalty: 2968.865234
	Iteration 15Q: 3 clusters Score -832838.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -833026.250000 Penalty: 2968.865234
	Iteration 16Q: 3 clusters Score -833026.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -833254.937500 Penalty: 2968.865234
	Iteration 17Q: 3 clusters Score -833254.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -833441.062500 Penalty: 2968.865234
	Iteration 18Q: 3 clusters Score -833441.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -833562.250000 Penalty: 2968.865234
	Iteration 19Q: 3 clusters Score -833562.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -833638.000000 Penalty: 2968.865234
	Iteration 20F: 3 clusters Score -833638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -833686.875000 Penalty: 2968.865234
	Iteration 21Q: 3 clusters Score -833686.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -833722.250000 Penalty: 2968.865234
	Iteration 22Q: 3 clusters Score -833722.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -833739.625000 Penalty: 2968.865234
	Iteration 23Q: 3 clusters Score -833739.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -833762.500000 Penalty: 2968.865234
	Iteration 24Q: 3 clusters Score -833762.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -833782.312500 Penalty: 2968.865234
	Iteration 25Q: 3 clusters Score -833782.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -833799.750000 Penalty: 2968.865234
	Iteration 26Q: 3 clusters Score -833799.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -833814.500000 Penalty: 2968.865234
	Iteration 27Q: 3 clusters Score -833814.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -833834.812500 Penalty: 2968.865234
	Iteration 28Q: 3 clusters Score -833834.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -833853.875000 Penalty: 2968.865234
	Iteration 29Q: 3 clusters Score -833853.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -833871.125000 Penalty: 2968.865234
	Iteration 30Q: 3 clusters Score -833871.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -833893.875000 Penalty: 2968.865234
	Iteration 31Q: 3 clusters Score -833893.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -833911.687500 Penalty: 2968.865234
	Iteration 32Q: 3 clusters Score -833911.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -833929.312500 Penalty: 2968.865234
	Iteration 33Q: 3 clusters Score -833929.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -833955.812500 Penalty: 2968.865234
	Iteration 34Q: 3 clusters Score -833955.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -833977.937500 Penalty: 2968.865234
	Iteration 35Q: 3 clusters Score -833977.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -834002.375000 Penalty: 2968.865234
	Iteration 36Q: 3 clusters Score -834002.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -834031.250000 Penalty: 2968.865234
	Iteration 37Q: 3 clusters Score -834031.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -834062.687500 Penalty: 2968.865234
	Iteration 38Q: 3 clusters Score -834062.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -834100.687500 Penalty: 2968.865234
	Iteration 39Q: 3 clusters Score -834100.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -834144.875000 Penalty: 2968.865234
	Iteration 40F: 3 clusters Score -834144.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -834189.875000 Penalty: 2968.865234
	Iteration 41Q: 3 clusters Score -834189.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -834250.312500 Penalty: 2968.865234
	Iteration 42Q: 3 clusters Score -834250.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -834309.125000 Penalty: 2968.865234
	Iteration 43Q: 3 clusters Score -834309.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -834345.312500 Penalty: 2968.865234
	Iteration 44Q: 3 clusters Score -834345.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -834370.812500 Penalty: 2968.865234
	Iteration 45Q: 3 clusters Score -834370.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -834395.000000 Penalty: 2968.865234
	Iteration 46Q: 3 clusters Score -834395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -834423.562500 Penalty: 2968.865234
	Iteration 47Q: 3 clusters Score -834423.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -834453.250000 Penalty: 2968.865234
	Iteration 48Q: 3 clusters Score -834453.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -834473.750000 Penalty: 2968.865234
	Iteration 49Q: 3 clusters Score -834473.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -834502.187500 Penalty: 2968.865234
	Iteration 50Q: 3 clusters Score -834502.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -834522.250000 Penalty: 2968.865234
	Iteration 51Q: 3 clusters Score -834522.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -834531.875000 Penalty: 2968.865234
	Iteration 52Q: 3 clusters Score -834531.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -834541.812500 Penalty: 2968.865234
	Iteration 53Q: 3 clusters Score -834541.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -834553.250000 Penalty: 2968.865234
	Iteration 54Q: 3 clusters Score -834553.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -834563.187500 Penalty: 2968.865234
	Iteration 55Q: 3 clusters Score -834563.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -834572.437500 Penalty: 2968.865234
	Iteration 56Q: 3 clusters Score -834572.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -834579.187500 Penalty: 2968.865234
	Iteration 57Q: 3 clusters Score -834579.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -834586.437500 Penalty: 2968.865234
	Iteration 58Q: 3 clusters Score -834586.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -834593.250000 Penalty: 2968.865234
	Iteration 59Q: 3 clusters Score -834593.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -834598.500000 Penalty: 2968.865234
	Iteration 60F: 3 clusters Score -834598.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -834606.687500 Penalty: 2968.865234
	Iteration 61Q: 3 clusters Score -834606.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -834607.125000 Penalty: 2968.865234
	Iteration 62Q: 3 clusters Score -834607.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -834612.937500 Penalty: 2968.865234
	Iteration 63Q: 3 clusters Score -834612.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -834616.875000 Penalty: 2968.865234
	Iteration 64Q: 3 clusters Score -834616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -834618.250000 Penalty: 2968.865234
	Iteration 65Q: 3 clusters Score -834618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -834618.562500 Penalty: 2968.865234
	Iteration 66Q: 3 clusters Score -834618.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -834624.000000 Penalty: 2968.865234
	Iteration 67Q: 3 clusters Score -834624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -834624.750000 Penalty: 2968.865234
	Iteration 68Q: 3 clusters Score -834624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -834628.375000 Penalty: 2968.865234
	Iteration 69Q: 3 clusters Score -834628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -834627.125000 Penalty: 2968.865234
	Iteration 70Q: 3 clusters Score -834627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -834627.187500 Penalty: 2968.865234
	Iteration 71Q: 3 clusters Score -834627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -834628.437500 Penalty: 2968.865234
	Iteration 72Q: 3 clusters Score -834628.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -834630.312500 Penalty: 2968.865234
	Iteration 73Q: 3 clusters Score -834630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -834631.312500 Penalty: 2968.865234
	Iteration 74Q: 3 clusters Score -834631.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -834633.312500 Penalty: 2968.865234
	Iteration 75Q: 3 clusters Score -834633.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -834637.500000 Penalty: 2968.865234
	Iteration 76Q: 3 clusters Score -834637.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -834637.062500 Penalty: 2968.865234
	Iteration 77Q: 3 clusters Score -834637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -834639.125000 Penalty: 2968.865234
	Iteration 78Q: 3 clusters Score -834639.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -834641.625000 Penalty: 2968.865234
	Iteration 79Q: 3 clusters Score -834641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -834645.437500 Penalty: 2968.865234
	Iteration 80F: 3 clusters Score -834645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -834645.062500 Penalty: 2968.865234
	Iteration 81Q: 3 clusters Score -834645.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -834646.000000 Penalty: 2968.865234
	Iteration 82Q: 3 clusters Score -834646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -834648.500000 Penalty: 2968.865234
	Iteration 83Q: 3 clusters Score -834648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -834648.812500 Penalty: 2968.865234
	Iteration 84Q: 3 clusters Score -834648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -834650.000000 Penalty: 2968.865234
	Iteration 85Q: 3 clusters Score -834650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -834651.187500 Penalty: 2968.865234
	Iteration 86Q: 3 clusters Score -834651.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -834656.687500 Penalty: 2968.865234
	Iteration 87Q: 3 clusters Score -834656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -834656.625000 Penalty: 2968.865234
	Iteration 88Q: 3 clusters Score -834656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -834659.125000 Penalty: 2968.865234
	Iteration 89Q: 3 clusters Score -834659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -834661.187500 Penalty: 2968.865234
	Iteration 90Q: 3 clusters Score -834661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -834662.062500 Penalty: 2968.865234
	Iteration 91Q: 3 clusters Score -834662.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -834663.062500 Penalty: 2968.865234
	Iteration 92Q: 3 clusters Score -834663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -834666.125000 Penalty: 2968.865234
	Iteration 93Q: 3 clusters Score -834666.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -834665.250000 Penalty: 2968.865234
	Iteration 94Q: 3 clusters Score -834665.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -834668.000000 Penalty: 2968.865234
	Iteration 95Q: 3 clusters Score -834668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -834669.312500 Penalty: 2968.865234
	Iteration 96Q: 3 clusters Score -834669.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -834670.875000 Penalty: 2968.865234
	Iteration 97Q: 3 clusters Score -834670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -834671.312500 Penalty: 2968.865234
	Iteration 98Q: 3 clusters Score -834671.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -834675.000000 Penalty: 2968.865234
	Iteration 99Q: 3 clusters Score -834675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -834680.000000 Penalty: 2968.865234
	Iteration 100F: 3 clusters Score -834680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -834684.125000 Penalty: 2968.865234
	Iteration 101Q: 3 clusters Score -834684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -834685.812500 Penalty: 2968.865234
	Iteration 102Q: 3 clusters Score -834685.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -834691.625000 Penalty: 2968.865234
	Iteration 103Q: 3 clusters Score -834691.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -834692.375000 Penalty: 2968.865234
	Iteration 104Q: 3 clusters Score -834692.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -834694.375000 Penalty: 2968.865234
	Iteration 105Q: 3 clusters Score -834694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -834697.625000 Penalty: 2968.865234
	Iteration 106Q: 3 clusters Score -834697.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -834701.750000 Penalty: 2968.865234
	Iteration 107Q: 3 clusters Score -834701.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -834703.437500 Penalty: 2968.865234
	Iteration 108Q: 3 clusters Score -834703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -834701.687500 Penalty: 2968.865234
	Iteration 109Q: 3 clusters Score -834701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -834704.625000 Penalty: 2968.865234
	Iteration 110Q: 3 clusters Score -834704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -834704.812500 Penalty: 2968.865234
	Iteration 111Q: 3 clusters Score -834704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -834706.750000 Penalty: 2968.865234
	Iteration 112Q: 3 clusters Score -834706.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -834708.375000 Penalty: 2968.865234
	Iteration 113Q: 3 clusters Score -834708.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -834709.750000 Penalty: 2968.865234
	Iteration 114Q: 3 clusters Score -834709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -834711.875000 Penalty: 2968.865234
	Iteration 115Q: 3 clusters Score -834711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -834714.062500 Penalty: 2968.865234
	Iteration 116Q: 3 clusters Score -834714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -834713.375000 Penalty: 2968.865234
	Iteration 117Q: 3 clusters Score -834713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -834713.375000 Penalty: 2968.865234
	Iteration 118Q: 3 clusters Score -834713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -834714.687500 Penalty: 2968.865234
	Iteration 119Q: 3 clusters Score -834714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -834714.375000 Penalty: 2968.865234
	Iteration 120F: 3 clusters Score -834714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Entering Unmasked Estep 
Score: -6078534.000000 Penalty: 1811.365356
	Iteration 0F: 2 clusters Score -6078534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -6032211.500000 Penalty: 3622.730713
	Iteration 0F: 3 clusters Score -6032212 nChanged 32961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6050955.000000 Penalty: 3622.730713
	Iteration 1F: 3 clusters Score -6050955 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -6051261.000000 Penalty: 3622.730713
	Iteration 2Q: 3 clusters Score -6051261 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -6051581.500000 Penalty: 3622.730713
	Iteration 3Q: 3 clusters Score -6051582 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -6051878.000000 Penalty: 3622.730713
	Iteration 4Q: 3 clusters Score -6051878 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -6052165.500000 Penalty: 3622.730713
	Iteration 5Q: 3 clusters Score -6052166 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -6052534.500000 Penalty: 3622.730713
	Iteration 6Q: 3 clusters Score -6052534 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -6052882.500000 Penalty: 3622.730713
	Iteration 7Q: 3 clusters Score -6052882 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -6053334.000000 Penalty: 3622.730713
	Iteration 8Q: 3 clusters Score -6053334 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -6054005.000000 Penalty: 3622.730713
	Iteration 9Q: 3 clusters Score -6054005 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -6055061.500000 Penalty: 3622.730713
	Iteration 10Q: 3 clusters Score -6055062 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6056795.000000 Penalty: 3622.730713
	Iteration 11Q: 3 clusters Score -6056795 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6059295.000000 Penalty: 3622.730713
	Iteration 12F: 3 clusters Score -6059295 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -6062192.000000 Penalty: 3622.730713
	Iteration 13F: 3 clusters Score -6062192 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -6064635.000000 Penalty: 3622.730713
	Iteration 14F: 3 clusters Score -6064635 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -6066039.000000 Penalty: 3622.730713
	Iteration 15Q: 3 clusters Score -6066039 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -6066853.500000 Penalty: 3622.730713
	Iteration 16Q: 3 clusters Score -6066854 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -6067453.000000 Penalty: 3622.730713
	Iteration 17Q: 3 clusters Score -6067453 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -6067997.500000 Penalty: 3622.730713
	Iteration 18Q: 3 clusters Score -6067998 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -6068680.000000 Penalty: 3622.730713
	Iteration 19Q: 3 clusters Score -6068680 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -6069295.000000 Penalty: 3622.730713
	Iteration 20F: 3 clusters Score -6069295 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -6069987.000000 Penalty: 3622.730713
	Iteration 21Q: 3 clusters Score -6069987 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -6070738.000000 Penalty: 3622.730713
	Iteration 22Q: 3 clusters Score -6070738 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6071547.000000 Penalty: 3622.730713
	Iteration 23Q: 3 clusters Score -6071547 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -6072366.000000 Penalty: 3622.730713
	Iteration 24Q: 3 clusters Score -6072366 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -6073151.000000 Penalty: 3622.730713
	Iteration 25Q: 3 clusters Score -6073151 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6073920.000000 Penalty: 3622.730713
	Iteration 26Q: 3 clusters Score -6073920 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -6074640.000000 Penalty: 3622.730713
	Iteration 27Q: 3 clusters Score -6074640 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6075278.000000 Penalty: 3622.730713
	Iteration 28Q: 3 clusters Score -6075278 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6075795.500000 Penalty: 3622.730713
	Iteration 29Q: 3 clusters Score -6075796 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6076218.000000 Penalty: 3622.730713
	Iteration 30Q: 3 clusters Score -6076218 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6076474.000000 Penalty: 3622.730713
	Iteration 31Q: 3 clusters Score -6076474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6076620.500000 Penalty: 3622.730713
	Iteration 32Q: 3 clusters Score -6076620 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6076712.000000 Penalty: 3622.730713
	Iteration 33Q: 3 clusters Score -6076712 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6076768.500000 Penalty: 3622.730713
	Iteration 34Q: 3 clusters Score -6076768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6076817.500000 Penalty: 3622.730713
	Iteration 35Q: 3 clusters Score -6076818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6076862.500000 Penalty: 3622.730713
	Iteration 36Q: 3 clusters Score -6076862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6076878.500000 Penalty: 3622.730713
	Iteration 37Q: 3 clusters Score -6076878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6076895.500000 Penalty: 3622.730713
	Iteration 38Q: 3 clusters Score -6076896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6076906.500000 Penalty: 3622.730713
	Iteration 39Q: 3 clusters Score -6076906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6076912.000000 Penalty: 3622.730713
	Iteration 40F: 3 clusters Score -6076912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6076912.500000 Penalty: 3622.730713
	Iteration 41Q: 3 clusters Score -6076912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6076915.000000 Penalty: 3622.730713
	Iteration 42Q: 3 clusters Score -6076915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6076914.000000 Penalty: 3622.730713
	Iteration 43Q: 3 clusters Score -6076914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6076917.000000 Penalty: 3622.730713
	Iteration 44Q: 3 clusters Score -6076917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6076920.000000 Penalty: 3622.730713
	Iteration 45Q: 3 clusters Score -6076920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6076918.500000 Penalty: 3622.730713
	Iteration 46Q: 3 clusters Score -6076918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6076925.000000 Penalty: 3622.730713
	Iteration 47Q: 3 clusters Score -6076925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6076930.000000 Penalty: 3622.730713
	Iteration 48Q: 3 clusters Score -6076930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6076938.500000 Penalty: 3622.730713
	Iteration 49Q: 3 clusters Score -6076938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6076943.500000 Penalty: 3622.730713
	Iteration 50Q: 3 clusters Score -6076944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6076941.000000 Penalty: 3622.730713
	Iteration 51Q: 3 clusters Score -6076941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6076950.000000 Penalty: 3622.730713
	Iteration 52Q: 3 clusters Score -6076950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6076953.000000 Penalty: 3622.730713
	Iteration 53Q: 3 clusters Score -6076953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6076956.500000 Penalty: 3622.730713
	Iteration 54Q: 3 clusters Score -6076956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6076956.500000 Penalty: 3622.730713
	Iteration 55F: 3 clusters Score -6076956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -153943.781250 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -153943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -151988.515625 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -151988.5 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -152596.062500 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -152596.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -153122.921875 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -153122.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -153625.515625 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -153625.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -153949.500000 Penalty: 2451.563965
	Iteration 4F: 3 clusters Score -153949.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -154095.375000 Penalty: 2451.563965
	Iteration 5F: 3 clusters Score -154095.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -154153.750000 Penalty: 2451.563965
	Iteration 6Q: 3 clusters Score -154153.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -154173.906250 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -154173.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -154189.515625 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -154189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -154193.328125 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -154193.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -154194.640625 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -154194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -154195.171875 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -154195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -154196.437500 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -154196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -154196.781250 Penalty: 2451.563965
	Iteration 13F: 3 clusters Score -154196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -154217.500000 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -154217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -154225.187500 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -154225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -154226.500000 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -154226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -154227.265625 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -154227.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -154227.437500 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -154227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -154227.765625 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -154227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -154241.640625 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -154241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -154274.140625 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -154274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -154283.437500 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -154283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -154286.000000 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -154286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -154288.312500 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -154288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -154289.578125 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -154289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -154289.578125 Penalty: 2451.563965
	Iteration 26F: 3 clusters Score -154289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 67019 members 
Mstep: Class 3 contains 9274 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 69346 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 18347 members 
Mstep: Class 8 contains 12681 members 
Mstep: Class 9 contains 2028 members 
Mstep: Class 10 contains 2971 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 16 contains 4102 members 
Mstep: Class 18 contains 23616 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 265820 members 
Entering Unmasked Estep 
Score: -45692952.000000 Penalty: 40666.277344
Splitting cluster 6 changes total score from -45693572.000000 to -45692952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (18347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Entering Unmasked Estep 
Score: -1655982.000000 Penalty: 1595.298462
	Iteration 0F: 2 clusters Score -1655982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1643382.625000 Penalty: 3190.596924
	Iteration 0F: 3 clusters Score -1643383 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1647895.250000 Penalty: 3190.596924
	Iteration 1F: 3 clusters Score -1647895 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1648169.750000 Penalty: 3190.596924
	Iteration 2Q: 3 clusters Score -1648170 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1648404.250000 Penalty: 3190.596924
	Iteration 3Q: 3 clusters Score -1648404 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1648631.875000 Penalty: 3190.596924
	Iteration 4Q: 3 clusters Score -1648632 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1648916.500000 Penalty: 3190.596924
	Iteration 5Q: 3 clusters Score -1648916 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1649311.000000 Penalty: 3190.596924
	Iteration 6Q: 3 clusters Score -1649311 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1649837.250000 Penalty: 3190.596924
	Iteration 7F: 3 clusters Score -1649837 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1650545.250000 Penalty: 3190.596924
	Iteration 8F: 3 clusters Score -1650545 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1651382.250000 Penalty: 3190.596924
	Iteration 9F: 3 clusters Score -1651382 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1652298.125000 Penalty: 3190.596924
	Iteration 10F: 3 clusters Score -1652298 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1653062.000000 Penalty: 3190.596924
	Iteration 11Q: 3 clusters Score -1653062 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1653605.375000 Penalty: 3190.596924
	Iteration 12Q: 3 clusters Score -1653605 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1653988.625000 Penalty: 3190.596924
	Iteration 13Q: 3 clusters Score -1653989 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1654250.125000 Penalty: 3190.596924
	Iteration 14Q: 3 clusters Score -1654250 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1654454.500000 Penalty: 3190.596924
	Iteration 15Q: 3 clusters Score -1654454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1654528.500000 Penalty: 3190.596924
	Iteration 16Q: 3 clusters Score -1654528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1654571.375000 Penalty: 3190.596924
	Iteration 17Q: 3 clusters Score -1654571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1654606.500000 Penalty: 3190.596924
	Iteration 18Q: 3 clusters Score -1654606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1654635.875000 Penalty: 3190.596924
	Iteration 19Q: 3 clusters Score -1654636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1654664.875000 Penalty: 3190.596924
	Iteration 20F: 3 clusters Score -1654665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1654677.375000 Penalty: 3190.596924
	Iteration 21Q: 3 clusters Score -1654677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1654680.250000 Penalty: 3190.596924
	Iteration 22Q: 3 clusters Score -1654680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1654684.125000 Penalty: 3190.596924
	Iteration 23Q: 3 clusters Score -1654684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1654687.750000 Penalty: 3190.596924
	Iteration 24Q: 3 clusters Score -1654688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1654691.250000 Penalty: 3190.596924
	Iteration 25Q: 3 clusters Score -1654691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1654692.625000 Penalty: 3190.596924
	Iteration 26Q: 3 clusters Score -1654693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1654693.875000 Penalty: 3190.596924
	Iteration 27Q: 3 clusters Score -1654694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1654695.250000 Penalty: 3190.596924
	Iteration 28Q: 3 clusters Score -1654695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1654695.625000 Penalty: 3190.596924
	Iteration 29Q: 3 clusters Score -1654696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1654695.875000 Penalty: 3190.596924
	Iteration 30Q: 3 clusters Score -1654696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1654696.500000 Penalty: 3190.596924
	Iteration 31Q: 3 clusters Score -1654696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1654696.625000 Penalty: 3190.596924
	Iteration 32Q: 3 clusters Score -1654697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1654696.625000 Penalty: 3190.596924
	Iteration 33F: 3 clusters Score -1654697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Entering Unmasked Estep 
Score: -1160458.125000 Penalty: 1535.277222
	Iteration 0F: 2 clusters Score -1160458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1151526.125000 Penalty: 3070.554443
	Iteration 0F: 3 clusters Score -1151526 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1154585.875000 Penalty: 3070.554443
	Iteration 1F: 3 clusters Score -1154586 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1154873.000000 Penalty: 3070.554443
	Iteration 2F: 3 clusters Score -1154873 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1155125.125000 Penalty: 3070.554443
	Iteration 3Q: 3 clusters Score -1155125 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1155355.000000 Penalty: 3070.554443
	Iteration 4Q: 3 clusters Score -1155355 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1155619.125000 Penalty: 3070.554443
	Iteration 5Q: 3 clusters Score -1155619 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1155957.875000 Penalty: 3070.554443
	Iteration 6Q: 3 clusters Score -1155958 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1156388.000000 Penalty: 3070.554443
	Iteration 7Q: 3 clusters Score -1156388 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1156915.500000 Penalty: 3070.554443
	Iteration 8F: 3 clusters Score -1156916 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1157458.625000 Penalty: 3070.554443
	Iteration 9F: 3 clusters Score -1157459 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1157923.000000 Penalty: 3070.554443
	Iteration 10Q: 3 clusters Score -1157923 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1158263.125000 Penalty: 3070.554443
	Iteration 11Q: 3 clusters Score -1158263 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1158491.625000 Penalty: 3070.554443
	Iteration 12Q: 3 clusters Score -1158492 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1158653.000000 Penalty: 3070.554443
	Iteration 13Q: 3 clusters Score -1158653 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1158776.000000 Penalty: 3070.554443
	Iteration 14Q: 3 clusters Score -1158776 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1158877.750000 Penalty: 3070.554443
	Iteration 15Q: 3 clusters Score -1158878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1158973.625000 Penalty: 3070.554443
	Iteration 16Q: 3 clusters Score -1158974 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1159036.500000 Penalty: 3070.554443
	Iteration 17Q: 3 clusters Score -1159036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1159078.500000 Penalty: 3070.554443
	Iteration 18Q: 3 clusters Score -1159078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1159107.125000 Penalty: 3070.554443
	Iteration 19Q: 3 clusters Score -1159107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1159130.625000 Penalty: 3070.554443
	Iteration 20F: 3 clusters Score -1159131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1159143.250000 Penalty: 3070.554443
	Iteration 21Q: 3 clusters Score -1159143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1159157.125000 Penalty: 3070.554443
	Iteration 22Q: 3 clusters Score -1159157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1159170.500000 Penalty: 3070.554443
	Iteration 23Q: 3 clusters Score -1159170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1159195.750000 Penalty: 3070.554443
	Iteration 24Q: 3 clusters Score -1159196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1159202.750000 Penalty: 3070.554443
	Iteration 25Q: 3 clusters Score -1159203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1159211.750000 Penalty: 3070.554443
	Iteration 26Q: 3 clusters Score -1159212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1159213.000000 Penalty: 3070.554443
	Iteration 27Q: 3 clusters Score -1159213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1159215.750000 Penalty: 3070.554443
	Iteration 28Q: 3 clusters Score -1159216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1159218.000000 Penalty: 3070.554443
	Iteration 29Q: 3 clusters Score -1159218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1159221.375000 Penalty: 3070.554443
	Iteration 30Q: 3 clusters Score -1159221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1159225.625000 Penalty: 3070.554443
	Iteration 31Q: 3 clusters Score -1159226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1159228.000000 Penalty: 3070.554443
	Iteration 32Q: 3 clusters Score -1159228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1159227.875000 Penalty: 3070.554443
	Iteration 33Q: 3 clusters Score -1159228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1159233.250000 Penalty: 3070.554443
	Iteration 34Q: 3 clusters Score -1159233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1159234.000000 Penalty: 3070.554443
	Iteration 35Q: 3 clusters Score -1159234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1159234.625000 Penalty: 3070.554443
	Iteration 36Q: 3 clusters Score -1159235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1159234.625000 Penalty: 3070.554443
	Iteration 37Q: 3 clusters Score -1159235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1159234.625000 Penalty: 3070.554443
	Iteration 38F: 3 clusters Score -1159235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -164201.515625 Penalty: 1237.405884
	Iteration 0F: 2 clusters Score -164201.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -162115.078125 Penalty: 2474.811768
	Iteration 0F: 3 clusters Score -162115.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -162716.718750 Penalty: 2474.811768
	Iteration 1F: 3 clusters Score -162716.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -163032.343750 Penalty: 2474.811768
	Iteration 2F: 3 clusters Score -163032.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -163247.734375 Penalty: 2474.811768
	Iteration 3F: 3 clusters Score -163247.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -163427.156250 Penalty: 2474.811768
	Iteration 4F: 3 clusters Score -163427.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -163573.500000 Penalty: 2474.811768
	Iteration 5F: 3 clusters Score -163573.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -163686.109375 Penalty: 2474.811768
	Iteration 6F: 3 clusters Score -163686.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -163755.671875 Penalty: 2474.811768
	Iteration 7Q: 3 clusters Score -163755.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -163799.828125 Penalty: 2474.811768
	Iteration 8Q: 3 clusters Score -163799.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -163835.031250 Penalty: 2474.811768
	Iteration 9Q: 3 clusters Score -163835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -163866.562500 Penalty: 2474.811768
	Iteration 10Q: 3 clusters Score -163866.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -163879.921875 Penalty: 2474.811768
	Iteration 11Q: 3 clusters Score -163879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -163883.281250 Penalty: 2474.811768
	Iteration 12Q: 3 clusters Score -163883.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -163883.281250 Penalty: 2474.811768
	Iteration 13F: 3 clusters Score -163883.3 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: -266550.656250 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -266550.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -263814.531250 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -263814.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -264443.781250 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -264443.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -264569.843750 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -264569.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -264659.000000 Penalty: 2598.912598
	Iteration 3Q: 3 clusters Score -264659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -264719.093750 Penalty: 2598.912598
	Iteration 4Q: 3 clusters Score -264719.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -264777.156250 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -264777.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -264832.218750 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -264832.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -264882.593750 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -264882.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -264927.312500 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -264927.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -264978.906250 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -264978.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -265017.593750 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -265017.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -265056.281250 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -265056.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -265089.406250 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -265089.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -265117.375000 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -265117.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -265140.437500 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -265140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -265157.406250 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -265157.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -265182.968750 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -265183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -265205.031250 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -265205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -265226.656250 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -265226.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -265246.656250 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -265246.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -265257.125000 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -265257.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -265265.437500 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -265265.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -265273.312500 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -265273.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -265281.062500 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -265281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -265284.906250 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -265284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -265287.625000 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -265287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -265291.812500 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -265291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -265300.187500 Penalty: 2598.912598
	Iteration 27Q: 3 clusters Score -265300.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -265305.250000 Penalty: 2598.912598
	Iteration 28Q: 3 clusters Score -265305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -265311.250000 Penalty: 2598.912598
	Iteration 29Q: 3 clusters Score -265311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -265314.687500 Penalty: 2598.912598
	Iteration 30Q: 3 clusters Score -265314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -265319.312500 Penalty: 2598.912598
	Iteration 31Q: 3 clusters Score -265319.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -265322.750000 Penalty: 2598.912598
	Iteration 32Q: 3 clusters Score -265322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -265326.031250 Penalty: 2598.912598
	Iteration 33Q: 3 clusters Score -265326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -265328.843750 Penalty: 2598.912598
	Iteration 34Q: 3 clusters Score -265328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -265332.406250 Penalty: 2598.912598
	Iteration 35Q: 3 clusters Score -265332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -265333.437500 Penalty: 2598.912598
	Iteration 36Q: 3 clusters Score -265333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -265334.187500 Penalty: 2598.912598
	Iteration 37Q: 3 clusters Score -265334.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -265335.562500 Penalty: 2598.912598
	Iteration 38Q: 3 clusters Score -265335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -265337.125000 Penalty: 2598.912598
	Iteration 39Q: 3 clusters Score -265337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -265339.906250 Penalty: 2598.912598
	Iteration 40F: 3 clusters Score -265339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -265341.312500 Penalty: 2598.912598
	Iteration 41Q: 3 clusters Score -265341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -265343.875000 Penalty: 2598.912598
	Iteration 42Q: 3 clusters Score -265343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -265344.500000 Penalty: 2598.912598
	Iteration 43Q: 3 clusters Score -265344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -265345.656250 Penalty: 2598.912598
	Iteration 44Q: 3 clusters Score -265345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -265345.656250 Penalty: 2598.912598
	Iteration 45F: 3 clusters Score -265345.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -464179.718750 Penalty: 1386.815186
	Iteration 0F: 2 clusters Score -464179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -460125.625000 Penalty: 2773.630371
	Iteration 0F: 3 clusters Score -460125.6 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -461200.218750 Penalty: 2773.630371
	Iteration 1F: 3 clusters Score -461200.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -461366.468750 Penalty: 2773.630371
	Iteration 2F: 3 clusters Score -461366.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -461462.343750 Penalty: 2773.630371
	Iteration 3F: 3 clusters Score -461462.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -461525.875000 Penalty: 2773.630371
	Iteration 4Q: 3 clusters Score -461525.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -461583.781250 Penalty: 2773.630371
	Iteration 5Q: 3 clusters Score -461583.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -461626.656250 Penalty: 2773.630371
	Iteration 6Q: 3 clusters Score -461626.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -461669.812500 Penalty: 2773.630371
	Iteration 7Q: 3 clusters Score -461669.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -461722.812500 Penalty: 2773.630371
	Iteration 8Q: 3 clusters Score -461722.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -461791.875000 Penalty: 2773.630371
	Iteration 9Q: 3 clusters Score -461791.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -461882.968750 Penalty: 2773.630371
	Iteration 10Q: 3 clusters Score -461883 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -461969.062500 Penalty: 2773.630371
	Iteration 11Q: 3 clusters Score -461969.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -462054.000000 Penalty: 2773.630371
	Iteration 12Q: 3 clusters Score -462054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -462141.218750 Penalty: 2773.630371
	Iteration 13Q: 3 clusters Score -462141.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -462235.937500 Penalty: 2773.630371
	Iteration 14Q: 3 clusters Score -462235.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -462330.187500 Penalty: 2773.630371
	Iteration 15Q: 3 clusters Score -462330.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -462408.625000 Penalty: 2773.630371
	Iteration 16Q: 3 clusters Score -462408.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -462483.000000 Penalty: 2773.630371
	Iteration 17Q: 3 clusters Score -462483 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -462558.156250 Penalty: 2773.630371
	Iteration 18Q: 3 clusters Score -462558.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -462608.906250 Penalty: 2773.630371
	Iteration 19Q: 3 clusters Score -462608.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -462650.812500 Penalty: 2773.630371
	Iteration 20F: 3 clusters Score -462650.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -462679.375000 Penalty: 2773.630371
	Iteration 21Q: 3 clusters Score -462679.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -462705.468750 Penalty: 2773.630371
	Iteration 22Q: 3 clusters Score -462705.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -462725.375000 Penalty: 2773.630371
	Iteration 23Q: 3 clusters Score -462725.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -462744.187500 Penalty: 2773.630371
	Iteration 24Q: 3 clusters Score -462744.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -462768.906250 Penalty: 2773.630371
	Iteration 25Q: 3 clusters Score -462768.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -462793.750000 Penalty: 2773.630371
	Iteration 26Q: 3 clusters Score -462793.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -462809.906250 Penalty: 2773.630371
	Iteration 27Q: 3 clusters Score -462809.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -462821.843750 Penalty: 2773.630371
	Iteration 28Q: 3 clusters Score -462821.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -462829.718750 Penalty: 2773.630371
	Iteration 29Q: 3 clusters Score -462829.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -462836.437500 Penalty: 2773.630371
	Iteration 30Q: 3 clusters Score -462836.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -462842.031250 Penalty: 2773.630371
	Iteration 31Q: 3 clusters Score -462842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -462846.156250 Penalty: 2773.630371
	Iteration 32Q: 3 clusters Score -462846.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -462852.156250 Penalty: 2773.630371
	Iteration 33Q: 3 clusters Score -462852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -462856.656250 Penalty: 2773.630371
	Iteration 34Q: 3 clusters Score -462856.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -462863.093750 Penalty: 2773.630371
	Iteration 35Q: 3 clusters Score -462863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -462868.656250 Penalty: 2773.630371
	Iteration 36Q: 3 clusters Score -462868.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -462873.312500 Penalty: 2773.630371
	Iteration 37Q: 3 clusters Score -462873.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -462878.937500 Penalty: 2773.630371
	Iteration 38Q: 3 clusters Score -462878.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -462881.343750 Penalty: 2773.630371
	Iteration 39Q: 3 clusters Score -462881.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -462885.562500 Penalty: 2773.630371
	Iteration 40F: 3 clusters Score -462885.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -462889.406250 Penalty: 2773.630371
	Iteration 41Q: 3 clusters Score -462889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -462895.968750 Penalty: 2773.630371
	Iteration 42Q: 3 clusters Score -462896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -462904.187500 Penalty: 2773.630371
	Iteration 43Q: 3 clusters Score -462904.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -462913.343750 Penalty: 2773.630371
	Iteration 44Q: 3 clusters Score -462913.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -462917.562500 Penalty: 2773.630371
	Iteration 45Q: 3 clusters Score -462917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -462922.625000 Penalty: 2773.630371
	Iteration 46Q: 3 clusters Score -462922.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -462930.187500 Penalty: 2773.630371
	Iteration 47Q: 3 clusters Score -462930.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -462940.187500 Penalty: 2773.630371
	Iteration 48Q: 3 clusters Score -462940.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -462955.312500 Penalty: 2773.630371
	Iteration 49Q: 3 clusters Score -462955.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -462962.750000 Penalty: 2773.630371
	Iteration 50Q: 3 clusters Score -462962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -462972.625000 Penalty: 2773.630371
	Iteration 51Q: 3 clusters Score -462972.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -462983.375000 Penalty: 2773.630371
	Iteration 52Q: 3 clusters Score -462983.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -462999.437500 Penalty: 2773.630371
	Iteration 53Q: 3 clusters Score -462999.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -463018.750000 Penalty: 2773.630371
	Iteration 54Q: 3 clusters Score -463018.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -463029.156250 Penalty: 2773.630371
	Iteration 55Q: 3 clusters Score -463029.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -463036.875000 Penalty: 2773.630371
	Iteration 56Q: 3 clusters Score -463036.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -463041.656250 Penalty: 2773.630371
	Iteration 57Q: 3 clusters Score -463041.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -463047.687500 Penalty: 2773.630371
	Iteration 58Q: 3 clusters Score -463047.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -463052.875000 Penalty: 2773.630371
	Iteration 59Q: 3 clusters Score -463052.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -463059.281250 Penalty: 2773.630371
	Iteration 60F: 3 clusters Score -463059.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -463065.781250 Penalty: 2773.630371
	Iteration 61Q: 3 clusters Score -463065.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -463073.406250 Penalty: 2773.630371
	Iteration 62Q: 3 clusters Score -463073.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -463079.906250 Penalty: 2773.630371
	Iteration 63Q: 3 clusters Score -463079.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -463085.468750 Penalty: 2773.630371
	Iteration 64Q: 3 clusters Score -463085.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -463092.687500 Penalty: 2773.630371
	Iteration 65Q: 3 clusters Score -463092.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -463098.406250 Penalty: 2773.630371
	Iteration 66Q: 3 clusters Score -463098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -463102.281250 Penalty: 2773.630371
	Iteration 67Q: 3 clusters Score -463102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -463104.968750 Penalty: 2773.630371
	Iteration 68Q: 3 clusters Score -463105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -463109.218750 Penalty: 2773.630371
	Iteration 69Q: 3 clusters Score -463109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -463111.656250 Penalty: 2773.630371
	Iteration 70Q: 3 clusters Score -463111.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -463117.406250 Penalty: 2773.630371
	Iteration 71Q: 3 clusters Score -463117.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -463122.625000 Penalty: 2773.630371
	Iteration 72Q: 3 clusters Score -463122.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -463124.187500 Penalty: 2773.630371
	Iteration 73Q: 3 clusters Score -463124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -463125.781250 Penalty: 2773.630371
	Iteration 74Q: 3 clusters Score -463125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -463125.593750 Penalty: 2773.630371
	Iteration 75Q: 3 clusters Score -463125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -463125.593750 Penalty: 2773.630371
	Iteration 76F: 3 clusters Score -463125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -134496.343750 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -134496.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132768.218750 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -132768.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -133122.781250 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -133122.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133214.125000 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -133214.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133271.843750 Penalty: 2376.796631
	Iteration 3Q: 3 clusters Score -133271.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -133303.343750 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -133303.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133329.421875 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -133329.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133341.171875 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -133341.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133352.218750 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -133352.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -133358.593750 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -133358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -133363.156250 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -133363.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -133368.343750 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -133368.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133376.109375 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -133376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133384.656250 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -133384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133391.703125 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -133391.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133400.468750 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -133400.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -133422.046875 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -133422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133431.937500 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -133431.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133438.906250 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -133438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -133442.593750 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -133442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133445.031250 Penalty: 2376.796631
	Iteration 19Q: 3 clusters Score -133445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -133445.765625 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -133445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -133446.703125 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -133446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133447.500000 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -133447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -133447.937500 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -133447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -133448.437500 Penalty: 2376.796631
	Iteration 24Q: 3 clusters Score -133448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133449.031250 Penalty: 2376.796631
	Iteration 25Q: 3 clusters Score -133449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -133450.437500 Penalty: 2376.796631
	Iteration 26Q: 3 clusters Score -133450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -133452.640625 Penalty: 2376.796631
	Iteration 27Q: 3 clusters Score -133452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -133454.640625 Penalty: 2376.796631
	Iteration 28Q: 3 clusters Score -133454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133455.406250 Penalty: 2376.796631
	Iteration 29Q: 3 clusters Score -133455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133455.734375 Penalty: 2376.796631
	Iteration 30Q: 3 clusters Score -133455.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -133455.734375 Penalty: 2376.796631
	Iteration 31F: 3 clusters Score -133455.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Entering Unmasked Estep 
Score: -1185594.750000 Penalty: 1543.947754
	Iteration 0F: 2 clusters Score -1185595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1176304.875000 Penalty: 3087.895508
	Iteration 0F: 3 clusters Score -1176305 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1179390.625000 Penalty: 3087.895508
	Iteration 1F: 3 clusters Score -1179391 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1179580.250000 Penalty: 3087.895508
	Iteration 2Q: 3 clusters Score -1179580 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1179734.125000 Penalty: 3087.895508
	Iteration 3Q: 3 clusters Score -1179734 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1179867.500000 Penalty: 3087.895508
	Iteration 4Q: 3 clusters Score -1179868 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1179980.750000 Penalty: 3087.895508
	Iteration 5Q: 3 clusters Score -1179981 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1180110.875000 Penalty: 3087.895508
	Iteration 6Q: 3 clusters Score -1180111 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1180250.625000 Penalty: 3087.895508
	Iteration 7Q: 3 clusters Score -1180251 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1180431.625000 Penalty: 3087.895508
	Iteration 8Q: 3 clusters Score -1180432 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1180662.625000 Penalty: 3087.895508
	Iteration 9Q: 3 clusters Score -1180663 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1180935.250000 Penalty: 3087.895508
	Iteration 10Q: 3 clusters Score -1180935 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1181276.875000 Penalty: 3087.895508
	Iteration 11Q: 3 clusters Score -1181277 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1181754.000000 Penalty: 3087.895508
	Iteration 12Q: 3 clusters Score -1181754 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1182289.500000 Penalty: 3087.895508
	Iteration 13F: 3 clusters Score -1182290 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1182780.250000 Penalty: 3087.895508
	Iteration 14Q: 3 clusters Score -1182780 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1183151.125000 Penalty: 3087.895508
	Iteration 15Q: 3 clusters Score -1183151 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1183405.500000 Penalty: 3087.895508
	Iteration 16Q: 3 clusters Score -1183406 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1183609.125000 Penalty: 3087.895508
	Iteration 17Q: 3 clusters Score -1183609 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1183764.625000 Penalty: 3087.895508
	Iteration 18Q: 3 clusters Score -1183765 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1183896.000000 Penalty: 3087.895508
	Iteration 19Q: 3 clusters Score -1183896 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1183993.125000 Penalty: 3087.895508
	Iteration 20F: 3 clusters Score -1183993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1184046.250000 Penalty: 3087.895508
	Iteration 21Q: 3 clusters Score -1184046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1184087.375000 Penalty: 3087.895508
	Iteration 22Q: 3 clusters Score -1184087 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1184108.000000 Penalty: 3087.895508
	Iteration 23Q: 3 clusters Score -1184108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1184129.375000 Penalty: 3087.895508
	Iteration 24Q: 3 clusters Score -1184129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1184151.750000 Penalty: 3087.895508
	Iteration 25Q: 3 clusters Score -1184152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1184176.750000 Penalty: 3087.895508
	Iteration 26Q: 3 clusters Score -1184177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1184203.750000 Penalty: 3087.895508
	Iteration 27Q: 3 clusters Score -1184204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1184225.250000 Penalty: 3087.895508
	Iteration 28Q: 3 clusters Score -1184225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1184245.000000 Penalty: 3087.895508
	Iteration 29Q: 3 clusters Score -1184245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1184263.125000 Penalty: 3087.895508
	Iteration 30Q: 3 clusters Score -1184263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1184279.375000 Penalty: 3087.895508
	Iteration 31Q: 3 clusters Score -1184279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1184294.500000 Penalty: 3087.895508
	Iteration 32Q: 3 clusters Score -1184294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1184305.875000 Penalty: 3087.895508
	Iteration 33Q: 3 clusters Score -1184306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1184316.250000 Penalty: 3087.895508
	Iteration 34Q: 3 clusters Score -1184316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1184321.750000 Penalty: 3087.895508
	Iteration 35Q: 3 clusters Score -1184322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1184334.875000 Penalty: 3087.895508
	Iteration 36Q: 3 clusters Score -1184335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1184339.750000 Penalty: 3087.895508
	Iteration 37Q: 3 clusters Score -1184340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1184350.250000 Penalty: 3087.895508
	Iteration 38Q: 3 clusters Score -1184350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1184361.750000 Penalty: 3087.895508
	Iteration 39Q: 3 clusters Score -1184362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1184368.250000 Penalty: 3087.895508
	Iteration 40F: 3 clusters Score -1184368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1184374.125000 Penalty: 3087.895508
	Iteration 41Q: 3 clusters Score -1184374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1184379.500000 Penalty: 3087.895508
	Iteration 42Q: 3 clusters Score -1184380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1184387.250000 Penalty: 3087.895508
	Iteration 43Q: 3 clusters Score -1184387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1184396.000000 Penalty: 3087.895508
	Iteration 44Q: 3 clusters Score -1184396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1184401.125000 Penalty: 3087.895508
	Iteration 45Q: 3 clusters Score -1184401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1184409.375000 Penalty: 3087.895508
	Iteration 46Q: 3 clusters Score -1184409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1184421.875000 Penalty: 3087.895508
	Iteration 47Q: 3 clusters Score -1184422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1184425.125000 Penalty: 3087.895508
	Iteration 48Q: 3 clusters Score -1184425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1184428.500000 Penalty: 3087.895508
	Iteration 49Q: 3 clusters Score -1184428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1184432.000000 Penalty: 3087.895508
	Iteration 50Q: 3 clusters Score -1184432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1184437.250000 Penalty: 3087.895508
	Iteration 51Q: 3 clusters Score -1184437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1184439.000000 Penalty: 3087.895508
	Iteration 52Q: 3 clusters Score -1184439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1184442.250000 Penalty: 3087.895508
	Iteration 53Q: 3 clusters Score -1184442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1184442.125000 Penalty: 3087.895508
	Iteration 54Q: 3 clusters Score -1184442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1184444.375000 Penalty: 3087.895508
	Iteration 55Q: 3 clusters Score -1184444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1184449.250000 Penalty: 3087.895508
	Iteration 56Q: 3 clusters Score -1184449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1184449.625000 Penalty: 3087.895508
	Iteration 57Q: 3 clusters Score -1184450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1184454.500000 Penalty: 3087.895508
	Iteration 58Q: 3 clusters Score -1184454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1184457.750000 Penalty: 3087.895508
	Iteration 59Q: 3 clusters Score -1184458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1184460.750000 Penalty: 3087.895508
	Iteration 60F: 3 clusters Score -1184461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1184462.750000 Penalty: 3087.895508
	Iteration 61Q: 3 clusters Score -1184463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1184466.000000 Penalty: 3087.895508
	Iteration 62Q: 3 clusters Score -1184466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1184467.250000 Penalty: 3087.895508
	Iteration 63Q: 3 clusters Score -1184467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1184466.000000 Penalty: 3087.895508
	Iteration 64Q: 3 clusters Score -1184466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1184465.250000 Penalty: 3087.895508
	Iteration 65Q: 3 clusters Score -1184465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1184465.250000 Penalty: 3087.895508
	Iteration 66F: 3 clusters Score -1184465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -360246.281250 Penalty: 1351.874878
	Iteration 0F: 2 clusters Score -360246.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -356833.000000 Penalty: 2703.749756
	Iteration 0F: 3 clusters Score -356833 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -357741.281250 Penalty: 2703.749756
	Iteration 1F: 3 clusters Score -357741.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -357880.562500 Penalty: 2703.749756
	Iteration 2F: 3 clusters Score -357880.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -357975.781250 Penalty: 2703.749756
	Iteration 3Q: 3 clusters Score -357975.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -358038.968750 Penalty: 2703.749756
	Iteration 4Q: 3 clusters Score -358039 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -358085.812500 Penalty: 2703.749756
	Iteration 5Q: 3 clusters Score -358085.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -358129.187500 Penalty: 2703.749756
	Iteration 6Q: 3 clusters Score -358129.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -358162.750000 Penalty: 2703.749756
	Iteration 7Q: 3 clusters Score -358162.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -358188.906250 Penalty: 2703.749756
	Iteration 8Q: 3 clusters Score -358188.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -358212.375000 Penalty: 2703.749756
	Iteration 9Q: 3 clusters Score -358212.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -358234.750000 Penalty: 2703.749756
	Iteration 10Q: 3 clusters Score -358234.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -358252.906250 Penalty: 2703.749756
	Iteration 11Q: 3 clusters Score -358252.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -358265.531250 Penalty: 2703.749756
	Iteration 12Q: 3 clusters Score -358265.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -358275.562500 Penalty: 2703.749756
	Iteration 13Q: 3 clusters Score -358275.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -358284.625000 Penalty: 2703.749756
	Iteration 14Q: 3 clusters Score -358284.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -358290.312500 Penalty: 2703.749756
	Iteration 15Q: 3 clusters Score -358290.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -358294.562500 Penalty: 2703.749756
	Iteration 16Q: 3 clusters Score -358294.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -358301.875000 Penalty: 2703.749756
	Iteration 17Q: 3 clusters Score -358301.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -358312.218750 Penalty: 2703.749756
	Iteration 18Q: 3 clusters Score -358312.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -358323.000000 Penalty: 2703.749756
	Iteration 19Q: 3 clusters Score -358323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -358333.468750 Penalty: 2703.749756
	Iteration 20F: 3 clusters Score -358333.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -358343.000000 Penalty: 2703.749756
	Iteration 21Q: 3 clusters Score -358343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -358352.937500 Penalty: 2703.749756
	Iteration 22Q: 3 clusters Score -358352.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -358365.875000 Penalty: 2703.749756
	Iteration 23Q: 3 clusters Score -358365.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -358377.812500 Penalty: 2703.749756
	Iteration 24Q: 3 clusters Score -358377.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -358392.531250 Penalty: 2703.749756
	Iteration 25Q: 3 clusters Score -358392.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -358409.406250 Penalty: 2703.749756
	Iteration 26Q: 3 clusters Score -358409.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -358428.062500 Penalty: 2703.749756
	Iteration 27Q: 3 clusters Score -358428.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -358447.281250 Penalty: 2703.749756
	Iteration 28Q: 3 clusters Score -358447.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -358474.187500 Penalty: 2703.749756
	Iteration 29Q: 3 clusters Score -358474.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -358507.031250 Penalty: 2703.749756
	Iteration 30Q: 3 clusters Score -358507 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -358551.625000 Penalty: 2703.749756
	Iteration 31Q: 3 clusters Score -358551.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -358589.812500 Penalty: 2703.749756
	Iteration 32Q: 3 clusters Score -358589.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -358632.875000 Penalty: 2703.749756
	Iteration 33Q: 3 clusters Score -358632.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -358676.937500 Penalty: 2703.749756
	Iteration 34Q: 3 clusters Score -358676.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -358721.843750 Penalty: 2703.749756
	Iteration 35Q: 3 clusters Score -358721.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -358754.156250 Penalty: 2703.749756
	Iteration 36Q: 3 clusters Score -358754.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -358781.531250 Penalty: 2703.749756
	Iteration 37Q: 3 clusters Score -358781.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -358803.468750 Penalty: 2703.749756
	Iteration 38Q: 3 clusters Score -358803.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -358827.937500 Penalty: 2703.749756
	Iteration 39Q: 3 clusters Score -358827.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -358847.468750 Penalty: 2703.749756
	Iteration 40F: 3 clusters Score -358847.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -358861.375000 Penalty: 2703.749756
	Iteration 41Q: 3 clusters Score -358861.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -358870.906250 Penalty: 2703.749756
	Iteration 42Q: 3 clusters Score -358870.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -358873.906250 Penalty: 2703.749756
	Iteration 43Q: 3 clusters Score -358873.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -358878.218750 Penalty: 2703.749756
	Iteration 44Q: 3 clusters Score -358878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -358880.531250 Penalty: 2703.749756
	Iteration 45Q: 3 clusters Score -358880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -358882.906250 Penalty: 2703.749756
	Iteration 46Q: 3 clusters Score -358882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -358884.468750 Penalty: 2703.749756
	Iteration 47Q: 3 clusters Score -358884.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -358885.562500 Penalty: 2703.749756
	Iteration 48Q: 3 clusters Score -358885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -358886.687500 Penalty: 2703.749756
	Iteration 49Q: 3 clusters Score -358886.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -358889.218750 Penalty: 2703.749756
	Iteration 50Q: 3 clusters Score -358889.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -358891.062500 Penalty: 2703.749756
	Iteration 51Q: 3 clusters Score -358891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -358894.000000 Penalty: 2703.749756
	Iteration 52Q: 3 clusters Score -358894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -358898.375000 Penalty: 2703.749756
	Iteration 53Q: 3 clusters Score -358898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -358901.968750 Penalty: 2703.749756
	Iteration 54Q: 3 clusters Score -358902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -358904.843750 Penalty: 2703.749756
	Iteration 55Q: 3 clusters Score -358904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -358906.500000 Penalty: 2703.749756
	Iteration 56Q: 3 clusters Score -358906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -358907.375000 Penalty: 2703.749756
	Iteration 57Q: 3 clusters Score -358907.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -358909.437500 Penalty: 2703.749756
	Iteration 58Q: 3 clusters Score -358909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -358911.625000 Penalty: 2703.749756
	Iteration 59Q: 3 clusters Score -358911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -358913.437500 Penalty: 2703.749756
	Iteration 60F: 3 clusters Score -358913.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -358917.531250 Penalty: 2703.749756
	Iteration 61Q: 3 clusters Score -358917.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -358921.218750 Penalty: 2703.749756
	Iteration 62Q: 3 clusters Score -358921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -358923.000000 Penalty: 2703.749756
	Iteration 63Q: 3 clusters Score -358923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -358924.500000 Penalty: 2703.749756
	Iteration 64Q: 3 clusters Score -358924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -358925.937500 Penalty: 2703.749756
	Iteration 65Q: 3 clusters Score -358925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -358925.843750 Penalty: 2703.749756
	Iteration 66Q: 3 clusters Score -358925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -358926.843750 Penalty: 2703.749756
	Iteration 67Q: 3 clusters Score -358926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -358927.406250 Penalty: 2703.749756
	Iteration 68Q: 3 clusters Score -358927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -358928.656250 Penalty: 2703.749756
	Iteration 69Q: 3 clusters Score -358928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -358929.593750 Penalty: 2703.749756
	Iteration 70Q: 3 clusters Score -358929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -358928.937500 Penalty: 2703.749756
	Iteration 71Q: 3 clusters Score -358928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -358928.937500 Penalty: 2703.749756
	Iteration 72F: 3 clusters Score -358928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Entering Unmasked Estep 
Score: -1999089.500000 Penalty: 1636.322876
	Iteration 0F: 2 clusters Score -1999090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1983155.500000 Penalty: 3272.645752
	Iteration 0F: 3 clusters Score -1983156 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1989076.750000 Penalty: 3272.645752
	Iteration 1F: 3 clusters Score -1989077 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1989327.750000 Penalty: 3272.645752
	Iteration 2Q: 3 clusters Score -1989328 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1989511.875000 Penalty: 3272.645752
	Iteration 3Q: 3 clusters Score -1989512 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1989685.750000 Penalty: 3272.645752
	Iteration 4Q: 3 clusters Score -1989686 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1989866.375000 Penalty: 3272.645752
	Iteration 5Q: 3 clusters Score -1989866 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1990064.375000 Penalty: 3272.645752
	Iteration 6Q: 3 clusters Score -1990064 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1990309.500000 Penalty: 3272.645752
	Iteration 7Q: 3 clusters Score -1990310 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1990620.875000 Penalty: 3272.645752
	Iteration 8Q: 3 clusters Score -1990621 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1991004.125000 Penalty: 3272.645752
	Iteration 9Q: 3 clusters Score -1991004 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1991463.500000 Penalty: 3272.645752
	Iteration 10Q: 3 clusters Score -1991464 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1992091.000000 Penalty: 3272.645752
	Iteration 11Q: 3 clusters Score -1992091 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1992862.750000 Penalty: 3272.645752
	Iteration 12Q: 3 clusters Score -1992863 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1993629.625000 Penalty: 3272.645752
	Iteration 13Q: 3 clusters Score -1993630 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1994250.000000 Penalty: 3272.645752
	Iteration 14Q: 3 clusters Score -1994250 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1994682.500000 Penalty: 3272.645752
	Iteration 15Q: 3 clusters Score -1994682 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1994967.375000 Penalty: 3272.645752
	Iteration 16Q: 3 clusters Score -1994967 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1995205.250000 Penalty: 3272.645752
	Iteration 17Q: 3 clusters Score -1995205 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1995441.500000 Penalty: 3272.645752
	Iteration 18Q: 3 clusters Score -1995442 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1995682.125000 Penalty: 3272.645752
	Iteration 19Q: 3 clusters Score -1995682 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1995914.500000 Penalty: 3272.645752
	Iteration 20F: 3 clusters Score -1995914 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1996125.000000 Penalty: 3272.645752
	Iteration 21Q: 3 clusters Score -1996125 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1996333.750000 Penalty: 3272.645752
	Iteration 22Q: 3 clusters Score -1996334 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1996556.125000 Penalty: 3272.645752
	Iteration 23Q: 3 clusters Score -1996556 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1996744.250000 Penalty: 3272.645752
	Iteration 24Q: 3 clusters Score -1996744 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1996926.500000 Penalty: 3272.645752
	Iteration 25Q: 3 clusters Score -1996926 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1997068.000000 Penalty: 3272.645752
	Iteration 26Q: 3 clusters Score -1997068 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1997213.750000 Penalty: 3272.645752
	Iteration 27Q: 3 clusters Score -1997214 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1997351.125000 Penalty: 3272.645752
	Iteration 28Q: 3 clusters Score -1997351 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1997471.750000 Penalty: 3272.645752
	Iteration 29Q: 3 clusters Score -1997472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1997600.375000 Penalty: 3272.645752
	Iteration 30Q: 3 clusters Score -1997600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1997751.125000 Penalty: 3272.645752
	Iteration 31Q: 3 clusters Score -1997751 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1997887.875000 Penalty: 3272.645752
	Iteration 32Q: 3 clusters Score -1997888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1997993.125000 Penalty: 3272.645752
	Iteration 33Q: 3 clusters Score -1997993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1998047.750000 Penalty: 3272.645752
	Iteration 34Q: 3 clusters Score -1998048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1998075.750000 Penalty: 3272.645752
	Iteration 35Q: 3 clusters Score -1998076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1998084.250000 Penalty: 3272.645752
	Iteration 36Q: 3 clusters Score -1998084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1998096.500000 Penalty: 3272.645752
	Iteration 37Q: 3 clusters Score -1998096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1998101.250000 Penalty: 3272.645752
	Iteration 38Q: 3 clusters Score -1998101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1998101.625000 Penalty: 3272.645752
	Iteration 39Q: 3 clusters Score -1998102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1998102.500000 Penalty: 3272.645752
	Iteration 40F: 3 clusters Score -1998102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1998102.250000 Penalty: 3272.645752
	Iteration 41Q: 3 clusters Score -1998102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1998104.750000 Penalty: 3272.645752
	Iteration 42Q: 3 clusters Score -1998105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1998111.125000 Penalty: 3272.645752
	Iteration 43Q: 3 clusters Score -1998111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1998108.250000 Penalty: 3272.645752
	Iteration 44Q: 3 clusters Score -1998108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1998109.625000 Penalty: 3272.645752
	Iteration 45Q: 3 clusters Score -1998110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1998112.125000 Penalty: 3272.645752
	Iteration 46Q: 3 clusters Score -1998112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1998114.375000 Penalty: 3272.645752
	Iteration 47Q: 3 clusters Score -1998114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1998114.875000 Penalty: 3272.645752
	Iteration 48Q: 3 clusters Score -1998115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1998114.875000 Penalty: 3272.645752
	Iteration 49F: 3 clusters Score -1998115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -259123.562500 Penalty: 1293.552612
	Iteration 0F: 2 clusters Score -259123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -256457.640625 Penalty: 2587.105225
	Iteration 0F: 3 clusters Score -256457.6 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -257090.765625 Penalty: 2587.105225
	Iteration 1F: 3 clusters Score -257090.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -257231.250000 Penalty: 2587.105225
	Iteration 2F: 3 clusters Score -257231.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -257298.859375 Penalty: 2587.105225
	Iteration 3F: 3 clusters Score -257298.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -257332.625000 Penalty: 2587.105225
	Iteration 4Q: 3 clusters Score -257332.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -257354.140625 Penalty: 2587.105225
	Iteration 5Q: 3 clusters Score -257354.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -257366.734375 Penalty: 2587.105225
	Iteration 6Q: 3 clusters Score -257366.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -257382.578125 Penalty: 2587.105225
	Iteration 7Q: 3 clusters Score -257382.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -257404.578125 Penalty: 2587.105225
	Iteration 8Q: 3 clusters Score -257404.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -257427.250000 Penalty: 2587.105225
	Iteration 9Q: 3 clusters Score -257427.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -257452.750000 Penalty: 2587.105225
	Iteration 10Q: 3 clusters Score -257452.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257470.500000 Penalty: 2587.105225
	Iteration 11Q: 3 clusters Score -257470.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -257486.593750 Penalty: 2587.105225
	Iteration 12Q: 3 clusters Score -257486.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -257501.078125 Penalty: 2587.105225
	Iteration 13Q: 3 clusters Score -257501.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -257519.015625 Penalty: 2587.105225
	Iteration 14Q: 3 clusters Score -257519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -257531.734375 Penalty: 2587.105225
	Iteration 15Q: 3 clusters Score -257531.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -257547.078125 Penalty: 2587.105225
	Iteration 16Q: 3 clusters Score -257547.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -257563.859375 Penalty: 2587.105225
	Iteration 17Q: 3 clusters Score -257563.9 nChanged 40
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: -257587.187500 Penalty: 2587.105225
	Iteration 18Q: 3 clusters Score -257587.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -257604.796875 Penalty: 2587.105225
	Iteration 19Q: 3 clusters Score -257604.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -257624.765625 Penalty: 2587.105225
	Iteration 20F: 3 clusters Score -257624.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -257647.218750 Penalty: 2587.105225
	Iteration 21Q: 3 clusters Score -257647.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -257672.750000 Penalty: 2587.105225
	Iteration 22Q: 3 clusters Score -257672.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -257691.140625 Penalty: 2587.105225
	Iteration 23Q: 3 clusters Score -257691.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -257707.546875 Penalty: 2587.105225
	Iteration 24Q: 3 clusters Score -257707.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -257726.781250 Penalty: 2587.105225
	Iteration 25Q: 3 clusters Score -257726.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -257738.953125 Penalty: 2587.105225
	Iteration 26Q: 3 clusters Score -257739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -257751.062500 Penalty: 2587.105225
	Iteration 27Q: 3 clusters Score -257751.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -257765.828125 Penalty: 2587.105225
	Iteration 28Q: 3 clusters Score -257765.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -257777.046875 Penalty: 2587.105225
	Iteration 29Q: 3 clusters Score -257777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -257789.312500 Penalty: 2587.105225
	Iteration 30Q: 3 clusters Score -257789.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -257798.609375 Penalty: 2587.105225
	Iteration 31Q: 3 clusters Score -257798.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -257811.296875 Penalty: 2587.105225
	Iteration 32Q: 3 clusters Score -257811.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -257821.312500 Penalty: 2587.105225
	Iteration 33Q: 3 clusters Score -257821.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -257830.328125 Penalty: 2587.105225
	Iteration 34Q: 3 clusters Score -257830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -257835.062500 Penalty: 2587.105225
	Iteration 35Q: 3 clusters Score -257835.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -257837.312500 Penalty: 2587.105225
	Iteration 36Q: 3 clusters Score -257837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -257840.156250 Penalty: 2587.105225
	Iteration 37Q: 3 clusters Score -257840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -257842.625000 Penalty: 2587.105225
	Iteration 38Q: 3 clusters Score -257842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -257847.093750 Penalty: 2587.105225
	Iteration 39Q: 3 clusters Score -257847.1 nChanged 9
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: -257850.812500 Penalty: 2587.105225
	Iteration 40F: 3 clusters Score -257850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -257854.750000 Penalty: 2587.105225
	Iteration 41Q: 3 clusters Score -257854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -257857.453125 Penalty: 2587.105225
	Iteration 42Q: 3 clusters Score -257857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -257859.671875 Penalty: 2587.105225
	Iteration 43Q: 3 clusters Score -257859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -257860.796875 Penalty: 2587.105225
	Iteration 44Q: 3 clusters Score -257860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -257861.734375 Penalty: 2587.105225
	Iteration 45Q: 3 clusters Score -257861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -257862.859375 Penalty: 2587.105225
	Iteration 46Q: 3 clusters Score -257862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -257862.859375 Penalty: 2587.105225
	Iteration 47F: 3 clusters Score -257862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Entering Unmasked Estep 
Score: -1215137.125000 Penalty: 1549.054199
	Iteration 0F: 2 clusters Score -1215137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1205527.250000 Penalty: 3098.108398
	Iteration 0F: 3 clusters Score -1205527 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1208792.250000 Penalty: 3098.108398
	Iteration 1F: 3 clusters Score -1208792 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1209283.750000 Penalty: 3098.108398
	Iteration 2F: 3 clusters Score -1209284 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1209864.750000 Penalty: 3098.108398
	Iteration 3F: 3 clusters Score -1209865 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1210484.750000 Penalty: 3098.108398
	Iteration 4F: 3 clusters Score -1210485 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1211109.875000 Penalty: 3098.108398
	Iteration 5F: 3 clusters Score -1211110 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1211701.875000 Penalty: 3098.108398
	Iteration 6F: 3 clusters Score -1211702 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1212183.875000 Penalty: 3098.108398
	Iteration 7F: 3 clusters Score -1212184 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1212556.250000 Penalty: 3098.108398
	Iteration 8Q: 3 clusters Score -1212556 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1212811.750000 Penalty: 3098.108398
	Iteration 9Q: 3 clusters Score -1212812 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1212995.375000 Penalty: 3098.108398
	Iteration 10Q: 3 clusters Score -1212995 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1213143.750000 Penalty: 3098.108398
	Iteration 11Q: 3 clusters Score -1213144 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1213292.750000 Penalty: 3098.108398
	Iteration 12Q: 3 clusters Score -1213293 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1213451.875000 Penalty: 3098.108398
	Iteration 13Q: 3 clusters Score -1213452 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1213588.750000 Penalty: 3098.108398
	Iteration 14Q: 3 clusters Score -1213589 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1213733.250000 Penalty: 3098.108398
	Iteration 15Q: 3 clusters Score -1213733 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1213863.000000 Penalty: 3098.108398
	Iteration 16Q: 3 clusters Score -1213863 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1213941.375000 Penalty: 3098.108398
	Iteration 17Q: 3 clusters Score -1213941 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1214009.750000 Penalty: 3098.108398
	Iteration 18Q: 3 clusters Score -1214010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1214059.500000 Penalty: 3098.108398
	Iteration 19Q: 3 clusters Score -1214060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1214093.000000 Penalty: 3098.108398
	Iteration 20F: 3 clusters Score -1214093 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1214116.625000 Penalty: 3098.108398
	Iteration 21Q: 3 clusters Score -1214117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1214127.625000 Penalty: 3098.108398
	Iteration 22Q: 3 clusters Score -1214128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1214143.625000 Penalty: 3098.108398
	Iteration 23Q: 3 clusters Score -1214144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1214151.375000 Penalty: 3098.108398
	Iteration 24Q: 3 clusters Score -1214151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1214156.375000 Penalty: 3098.108398
	Iteration 25Q: 3 clusters Score -1214156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1214163.375000 Penalty: 3098.108398
	Iteration 26Q: 3 clusters Score -1214163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1214167.000000 Penalty: 3098.108398
	Iteration 27Q: 3 clusters Score -1214167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1214172.000000 Penalty: 3098.108398
	Iteration 28Q: 3 clusters Score -1214172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1214176.750000 Penalty: 3098.108398
	Iteration 29Q: 3 clusters Score -1214177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1214177.625000 Penalty: 3098.108398
	Iteration 30Q: 3 clusters Score -1214178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1214180.000000 Penalty: 3098.108398
	Iteration 31Q: 3 clusters Score -1214180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1214193.625000 Penalty: 3098.108398
	Iteration 32Q: 3 clusters Score -1214194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1214206.750000 Penalty: 3098.108398
	Iteration 33Q: 3 clusters Score -1214207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1214210.250000 Penalty: 3098.108398
	Iteration 34Q: 3 clusters Score -1214210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1214218.625000 Penalty: 3098.108398
	Iteration 35Q: 3 clusters Score -1214219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1214220.875000 Penalty: 3098.108398
	Iteration 36Q: 3 clusters Score -1214221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1214224.000000 Penalty: 3098.108398
	Iteration 37Q: 3 clusters Score -1214224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1214226.000000 Penalty: 3098.108398
	Iteration 38Q: 3 clusters Score -1214226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1214229.000000 Penalty: 3098.108398
	Iteration 39Q: 3 clusters Score -1214229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1214229.750000 Penalty: 3098.108398
	Iteration 40F: 3 clusters Score -1214230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1214230.250000 Penalty: 3098.108398
	Iteration 41Q: 3 clusters Score -1214230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1214230.875000 Penalty: 3098.108398
	Iteration 42Q: 3 clusters Score -1214231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1214229.875000 Penalty: 3098.108398
	Iteration 43Q: 3 clusters Score -1214230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1214229.250000 Penalty: 3098.108398
	Iteration 44Q: 3 clusters Score -1214229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1214234.750000 Penalty: 3098.108398
	Iteration 45Q: 3 clusters Score -1214235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1214232.625000 Penalty: 3098.108398
	Iteration 46Q: 3 clusters Score -1214233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1214234.500000 Penalty: 3098.108398
	Iteration 47Q: 3 clusters Score -1214234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1214234.750000 Penalty: 3098.108398
	Iteration 48Q: 3 clusters Score -1214235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1214236.375000 Penalty: 3098.108398
	Iteration 49Q: 3 clusters Score -1214236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1214240.000000 Penalty: 3098.108398
	Iteration 50Q: 3 clusters Score -1214240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1214238.125000 Penalty: 3098.108398
	Iteration 51Q: 3 clusters Score -1214238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1214242.375000 Penalty: 3098.108398
	Iteration 52Q: 3 clusters Score -1214242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1214244.750000 Penalty: 3098.108398
	Iteration 53Q: 3 clusters Score -1214245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1214246.750000 Penalty: 3098.108398
	Iteration 54Q: 3 clusters Score -1214247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1214244.625000 Penalty: 3098.108398
	Iteration 55Q: 3 clusters Score -1214245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1214248.125000 Penalty: 3098.108398
	Iteration 56Q: 3 clusters Score -1214248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1214246.750000 Penalty: 3098.108398
	Iteration 57Q: 3 clusters Score -1214247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1214244.500000 Penalty: 3098.108398
	Iteration 58Q: 3 clusters Score -1214244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1214245.750000 Penalty: 3098.108398
	Iteration 59Q: 3 clusters Score -1214246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1214246.750000 Penalty: 3098.108398
	Iteration 60F: 3 clusters Score -1214247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1214247.500000 Penalty: 3098.108398
	Iteration 61Q: 3 clusters Score -1214248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1214246.875000 Penalty: 3098.108398
	Iteration 62Q: 3 clusters Score -1214247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1214246.875000 Penalty: 3098.108398
	Iteration 63F: 3 clusters Score -1214247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -261735.140625 Penalty: 1299.838623
	Iteration 0F: 2 clusters Score -261735.1 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 1521 members 
Entering Unmasked Estep 
Score: -259050.171875 Penalty: 2599.677246
	Iteration 0F: 3 clusters Score -259050.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -259692.281250 Penalty: 2599.677246
	Iteration 1F: 3 clusters Score -259692.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -259840.218750 Penalty: 2599.677246
	Iteration 2F: 3 clusters Score -259840.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -259936.562500 Penalty: 2599.677246
	Iteration 3F: 3 clusters Score -259936.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -259991.562500 Penalty: 2599.677246
	Iteration 4Q: 3 clusters Score -259991.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -260039.234375 Penalty: 2599.677246
	Iteration 5Q: 3 clusters Score -260039.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -260072.078125 Penalty: 2599.677246
	Iteration 6Q: 3 clusters Score -260072.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -260103.578125 Penalty: 2599.677246
	Iteration 7Q: 3 clusters Score -260103.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -260139.328125 Penalty: 2599.677246
	Iteration 8Q: 3 clusters Score -260139.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -260166.953125 Penalty: 2599.677246
	Iteration 9Q: 3 clusters Score -260167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -260194.734375 Penalty: 2599.677246
	Iteration 10Q: 3 clusters Score -260194.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -260224.953125 Penalty: 2599.677246
	Iteration 11Q: 3 clusters Score -260225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -260257.000000 Penalty: 2599.677246
	Iteration 12Q: 3 clusters Score -260257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -260293.765625 Penalty: 2599.677246
	Iteration 13Q: 3 clusters Score -260293.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -260339.000000 Penalty: 2599.677246
	Iteration 14Q: 3 clusters Score -260339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -260394.843750 Penalty: 2599.677246
	Iteration 15Q: 3 clusters Score -260394.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -260458.078125 Penalty: 2599.677246
	Iteration 16Q: 3 clusters Score -260458.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -260533.906250 Penalty: 2599.677246
	Iteration 17Q: 3 clusters Score -260533.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -260602.562500 Penalty: 2599.677246
	Iteration 18Q: 3 clusters Score -260602.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -260654.718750 Penalty: 2599.677246
	Iteration 19Q: 3 clusters Score -260654.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -260696.953125 Penalty: 2599.677246
	Iteration 20F: 3 clusters Score -260697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -260725.953125 Penalty: 2599.677246
	Iteration 21Q: 3 clusters Score -260726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -260746.000000 Penalty: 2599.677246
	Iteration 22Q: 3 clusters Score -260746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -260758.703125 Penalty: 2599.677246
	Iteration 23Q: 3 clusters Score -260758.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -260771.109375 Penalty: 2599.677246
	Iteration 24Q: 3 clusters Score -260771.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -260780.609375 Penalty: 2599.677246
	Iteration 25Q: 3 clusters Score -260780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -260790.625000 Penalty: 2599.677246
	Iteration 26Q: 3 clusters Score -260790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -260795.390625 Penalty: 2599.677246
	Iteration 27Q: 3 clusters Score -260795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -260797.828125 Penalty: 2599.677246
	Iteration 28Q: 3 clusters Score -260797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -260800.015625 Penalty: 2599.677246
	Iteration 29Q: 3 clusters Score -260800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -260804.031250 Penalty: 2599.677246
	Iteration 30Q: 3 clusters Score -260804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -260807.687500 Penalty: 2599.677246
	Iteration 31Q: 3 clusters Score -260807.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -260810.390625 Penalty: 2599.677246
	Iteration 32Q: 3 clusters Score -260810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -260813.375000 Penalty: 2599.677246
	Iteration 33Q: 3 clusters Score -260813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -260818.031250 Penalty: 2599.677246
	Iteration 34Q: 3 clusters Score -260818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -260821.343750 Penalty: 2599.677246
	Iteration 35Q: 3 clusters Score -260821.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -260824.546875 Penalty: 2599.677246
	Iteration 36Q: 3 clusters Score -260824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -260824.546875 Penalty: 2599.677246
	Iteration 37F: 3 clusters Score -260824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (265820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265820 members 
Entering Unmasked Estep 
Score: -23846378.000000 Penalty: 2029.718384
	Iteration 0F: 2 clusters Score -2.384638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132960 members 
Mstep: Class 2 contains 132860 members 
Entering Unmasked Estep 
Score: -23676914.000000 Penalty: 4059.436768
	Iteration 0F: 3 clusters Score -2.367691e+07 nChanged 129238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136358 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -23754544.000000 Penalty: 4059.436768
	Iteration 1F: 3 clusters Score -2.375454e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 127587 members 
Entering Unmasked Estep 
Score: -23755878.000000 Penalty: 4059.436768
	Iteration 2Q: 3 clusters Score -2.375588e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 124804 members 
Entering Unmasked Estep 
Score: -23757910.000000 Penalty: 4059.436768
	Iteration 3Q: 3 clusters Score -2.375791e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145280 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -23760422.000000 Penalty: 4059.436768
	Iteration 4Q: 3 clusters Score -2.376042e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 114166 members 
Entering Unmasked Estep 
Score: -23764086.000000 Penalty: 4059.436768
	Iteration 5Q: 3 clusters Score -2.376409e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -23769160.000000 Penalty: 4059.436768
	Iteration 6Q: 3 clusters Score -2.376916e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172185 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -23776550.000000 Penalty: 4059.436768
	Iteration 7F: 3 clusters Score -2.377655e+07 nChanged 16278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186231 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -23786032.000000 Penalty: 4059.436768
	Iteration 8F: 3 clusters Score -2.378603e+07 nChanged 16753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200832 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -23797682.000000 Penalty: 4059.436768
	Iteration 9F: 3 clusters Score -2.379768e+07 nChanged 14978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213150 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -23809016.000000 Penalty: 4059.436768
	Iteration 10F: 3 clusters Score -2.380902e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221329 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -23817044.000000 Penalty: 4059.436768
	Iteration 11Q: 3 clusters Score -2.381704e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226559 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -23821698.000000 Penalty: 4059.436768
	Iteration 12Q: 3 clusters Score -2.38217e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230513 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -23824226.000000 Penalty: 4059.436768
	Iteration 13Q: 3 clusters Score -2.382423e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234106 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -23826016.000000 Penalty: 4059.436768
	Iteration 14Q: 3 clusters Score -2.382602e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237467 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -23827798.000000 Penalty: 4059.436768
	Iteration 15Q: 3 clusters Score -2.38278e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240692 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -23829314.000000 Penalty: 4059.436768
	Iteration 16Q: 3 clusters Score -2.382931e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243727 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -23830882.000000 Penalty: 4059.436768
	Iteration 17Q: 3 clusters Score -2.383088e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246558 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -23832374.000000 Penalty: 4059.436768
	Iteration 18Q: 3 clusters Score -2.383237e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249207 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -23833856.000000 Penalty: 4059.436768
	Iteration 19Q: 3 clusters Score -2.383386e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251622 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -23835160.000000 Penalty: 4059.436768
	Iteration 20F: 3 clusters Score -2.383516e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253814 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -23836564.000000 Penalty: 4059.436768
	Iteration 21Q: 3 clusters Score -2.383656e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255731 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -23837928.000000 Penalty: 4059.436768
	Iteration 22Q: 3 clusters Score -2.383793e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257386 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -23839106.000000 Penalty: 4059.436768
	Iteration 23Q: 3 clusters Score -2.383911e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258870 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -23840152.000000 Penalty: 4059.436768
	Iteration 24Q: 3 clusters Score -2.384015e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260122 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -23841164.000000 Penalty: 4059.436768
	Iteration 25Q: 3 clusters Score -2.384116e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261148 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -23841842.000000 Penalty: 4059.436768
	Iteration 26Q: 3 clusters Score -2.384184e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261950 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -23842378.000000 Penalty: 4059.436768
	Iteration 27Q: 3 clusters Score -2.384238e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262616 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -23842908.000000 Penalty: 4059.436768
	Iteration 28Q: 3 clusters Score -2.384291e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263138 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -23843338.000000 Penalty: 4059.436768
	Iteration 29Q: 3 clusters Score -2.384334e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263555 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -23843702.000000 Penalty: 4059.436768
	Iteration 30Q: 3 clusters Score -2.38437e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263879 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -23843928.000000 Penalty: 4059.436768
	Iteration 31Q: 3 clusters Score -2.384393e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264098 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23844076.000000 Penalty: 4059.436768
	Iteration 32Q: 3 clusters Score -2.384408e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264245 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23844146.000000 Penalty: 4059.436768
	Iteration 33Q: 3 clusters Score -2.384415e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264377 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -23844222.000000 Penalty: 4059.436768
	Iteration 34Q: 3 clusters Score -2.384422e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264468 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -23844258.000000 Penalty: 4059.436768
	Iteration 35Q: 3 clusters Score -2.384426e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264536 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -23844322.000000 Penalty: 4059.436768
	Iteration 36Q: 3 clusters Score -2.384432e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264603 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -23844368.000000 Penalty: 4059.436768
	Iteration 37Q: 3 clusters Score -2.384437e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264654 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23844412.000000 Penalty: 4059.436768
	Iteration 38Q: 3 clusters Score -2.384441e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264689 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -23844406.000000 Penalty: 4059.436768
	Iteration 39Q: 3 clusters Score -2.384441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264703 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23844400.000000 Penalty: 4059.436768
	Iteration 40F: 3 clusters Score -2.38444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264720 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23844424.000000 Penalty: 4059.436768
	Iteration 41Q: 3 clusters Score -2.384442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264740 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23844438.000000 Penalty: 4059.436768
	Iteration 42Q: 3 clusters Score -2.384444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264759 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23844470.000000 Penalty: 4059.436768
	Iteration 43Q: 3 clusters Score -2.384447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264779 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -23844506.000000 Penalty: 4059.436768
	Iteration 44Q: 3 clusters Score -2.384451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264798 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23844512.000000 Penalty: 4059.436768
	Iteration 45Q: 3 clusters Score -2.384451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264821 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23844510.000000 Penalty: 4059.436768
	Iteration 46Q: 3 clusters Score -2.384451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264835 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -23844516.000000 Penalty: 4059.436768
	Iteration 47Q: 3 clusters Score -2.384452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264847 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23844534.000000 Penalty: 4059.436768
	Iteration 48Q: 3 clusters Score -2.384453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264856 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -23844568.000000 Penalty: 4059.436768
	Iteration 49Q: 3 clusters Score -2.384457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264861 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -23844562.000000 Penalty: 4059.436768
	Iteration 50Q: 3 clusters Score -2.384456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264867 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -23844584.000000 Penalty: 4059.436768
	Iteration 51Q: 3 clusters Score -2.384458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264871 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -23844578.000000 Penalty: 4059.436768
	Iteration 52Q: 3 clusters Score -2.384458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264876 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -23844576.000000 Penalty: 4059.436768
	Iteration 53Q: 3 clusters Score -2.384458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264880 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -23844596.000000 Penalty: 4059.436768
	Iteration 54Q: 3 clusters Score -2.38446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264879 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23844578.000000 Penalty: 4059.436768
	Iteration 55Q: 3 clusters Score -2.384458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264878 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -23844570.000000 Penalty: 4059.436768
	Iteration 56Q: 3 clusters Score -2.384457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264880 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -23844578.000000 Penalty: 4059.436768
	Iteration 57Q: 3 clusters Score -2.384458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264882 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23844574.000000 Penalty: 4059.436768
	Iteration 58Q: 3 clusters Score -2.384457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264884 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -23844584.000000 Penalty: 4059.436768
	Iteration 59Q: 3 clusters Score -2.384458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264886 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23844572.000000 Penalty: 4059.436768
	Iteration 60F: 3 clusters Score -2.384457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264888 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23844584.000000 Penalty: 4059.436768
	Iteration 61Q: 3 clusters Score -2.384458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264889 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23844582.000000 Penalty: 4059.436768
	Iteration 62Q: 3 clusters Score -2.384458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264889 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23844582.000000 Penalty: 4059.436768
	Iteration 63F: 3 clusters Score -2.384458e+07 nChanged 0
--- Evaluating fit on full set of 1575176 points ---
Entering Unmasked Estep 
Score: -137079744.000000 Penalty: 41739.390625
24->19 Clusters: Score -137079744.000000, best is -137109264.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 525058 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 21613 members 
Mstep: Class 3 contains 21866 members 
Mstep: Class 4 contains 22205 members 
Mstep: Class 5 contains 21748 members 
Mstep: Class 6 contains 22101 members 
Mstep: Class 7 contains 21635 members 
Mstep: Class 8 contains 21733 members 
Mstep: Class 9 contains 21913 members 
Mstep: Class 10 contains 21540 members 
Mstep: Class 11 contains 21868 members 
Mstep: Class 12 contains 21743 members 
Mstep: Class 13 contains 22328 members 
Mstep: Class 14 contains 21880 members 
Mstep: Class 15 contains 21871 members 
Mstep: Class 16 contains 22139 members 
Mstep: Class 17 contains 22107 members 
Mstep: Class 18 contains 21837 members 
Mstep: Class 19 contains 21723 members 
Mstep: Class 20 contains 21822 members 
Mstep: Class 21 contains 21836 members 
Mstep: Class 22 contains 22061 members 
Mstep: Class 23 contains 21910 members 
Mstep: Class 24 contains 21940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 370.281250 but Gain 2140.332031
Score: -43621284.000000 Penalty: 49227.597656
Iteration 0F: 24 clusters Score -4.362128e+07 nChanged 499975
Entering Unmasked Mstep 
Mstep: Class 0 contains 322 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 14454 members 
Mstep: Class 3 contains 29422 members 
Mstep: Class 4 contains 17599 members 
Mstep: Class 5 contains 28289 members 
Mstep: Class 6 contains 13752 members 
Mstep: Class 7 contains 25775 members 
Mstep: Class 8 contains 22079 members 
Mstep: Class 9 contains 32324 members 
Mstep: Class 10 contains 11187 members 
Mstep: Class 11 contains 19526 members 
Mstep: Class 12 contains 42616 members 
Mstep: Class 13 contains 29561 members 
Mstep: Class 14 contains 24678 members 
Mstep: Class 15 contains 17989 members 
Mstep: Class 16 contains 21130 members 
Mstep: Class 17 contains 46442 members 
Mstep: Class 18 contains 10650 members 
Mstep: Class 19 contains 16539 members 
Mstep: Class 21 contains 20498 members 
Mstep: Class 22 contains 18839 members 
Mstep: Class 23 contains 18468 members 
Mstep: Class 24 contains 12235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -44835316.000000 Penalty: 49227.597656
Iteration 1F: 24 clusters Score -4.483532e+07 nChanged 191973
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 32396 members 
Mstep: Class 4 contains 12724 members 
Mstep: Class 5 contains 38316 members 
Mstep: Class 6 contains 8958 members 
Mstep: Class 7 contains 22410 members 
Mstep: Class 8 contains 20884 members 
Mstep: Class 9 contains 28769 members 
Mstep: Class 10 contains 8100 members 
Mstep: Class 11 contains 14555 members 
Mstep: Class 12 contains 39225 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 14097 members 
Mstep: Class 16 contains 17842 members 
Mstep: Class 17 contains 82940 members 
Mstep: Class 18 contains 6923 members 
Mstep: Class 19 contains 19853 members 
Mstep: Class 21 contains 17335 members 
Mstep: Class 22 contains 17859 members 
Mstep: Class 23 contains 11609 members 
Mstep: Class 24 contains 13825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45121080.000000 Penalty: 49227.597656
Iteration 2F: 24 clusters Score -4.512108e+07 nChanged 144169
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 8625 members 
Mstep: Class 3 contains 26885 members 
Mstep: Class 4 contains 8630 members 
Mstep: Class 5 contains 40818 members 
Mstep: Class 6 contains 7092 members 
Mstep: Class 7 contains 19635 members 
Mstep: Class 8 contains 15924 members 
Mstep: Class 9 contains 22410 members 
Mstep: Class 10 contains 6573 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 12 contains 39269 members 
Mstep: Class 13 contains 19452 members 
Mstep: Class 14 contains 18241 members 
Mstep: Class 15 contains 11337 members 
Mstep: Class 16 contains 12882 members 
Mstep: Class 17 contains 130277 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 24264 members 
Mstep: Class 21 contains 17919 members 
Mstep: Class 22 contains 16491 members 
Mstep: Class 23 contains 8618 members 
Mstep: Class 24 contains 11337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45277884.000000 Penalty: 49227.597656
Iteration 3F: 24 clusters Score -4.527788e+07 nChanged 109445
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 7545 members 
Mstep: Class 3 contains 19436 members 
Mstep: Class 4 contains 6274 members 
Mstep: Class 5 contains 34934 members 
Mstep: Class 6 contains 6003 members 
Mstep: Class 7 contains 16200 members 
Mstep: Class 8 contains 10801 members 
Mstep: Class 9 contains 17400 members 
Mstep: Class 10 contains 5843 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 45769 members 
Mstep: Class 13 contains 16619 members 
Mstep: Class 14 contains 15003 members 
Mstep: Class 15 contains 10375 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 177766 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 25912 members 
Mstep: Class 21 contains 19991 members 
Mstep: Class 22 contains 16416 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45388392.000000 Penalty: 49227.597656
Iteration 4F: 24 clusters Score -4.538839e+07 nChanged 88744
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 13172 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 25200 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 55846 members 
Mstep: Class 13 contains 14527 members 
Mstep: Class 14 contains 12736 members 
Mstep: Class 15 contains 10372 members 
Mstep: Class 16 contains 5832 members 
Mstep: Class 17 contains 220971 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 25666 members 
Mstep: Class 21 contains 22832 members 
Mstep: Class 22 contains 17513 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1904.419312 but Gain 2140.328125
Score: -45469420.000000 Penalty: 47087.269531
Iteration 5F: 23 clusters Score -4.546942e+07 nChanged 69530
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 6344 members 
Mstep: Class 3 contains 8683 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 16661 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 9240 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 12330 members 
Mstep: Class 10 contains 4205 members 
Mstep: Class 11 contains 6810 members 
Mstep: Class 12 contains 66584 members 
Mstep: Class 13 contains 12797 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 10524 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 253435 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 21 contains 26024 members 
Mstep: Class 22 contains 18740 members 
Mstep: Class 23 contains 3699 members 
Mstep: Class 24 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1326.585083 but Gain 2140.332031
Score: -45529420.000000 Penalty: 44946.937500
Iteration 6F: 22 clusters Score -4.552942e+07 nChanged 48252
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 6082 members 
Mstep: Class 3 contains 5863 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 11836 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 11023 members 
Mstep: Class 10 contains 3585 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 75364 members 
Mstep: Class 13 contains 10987 members 
Mstep: Class 14 contains 9497 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 273037 members 
Mstep: Class 19 contains 24206 members 
Mstep: Class 21 contains 28392 members 
Mstep: Class 22 contains 20034 members 
Mstep: Class 23 contains 2654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1181.818848 but Gain 2140.332031
Score: -45567876.000000 Penalty: 42806.605469
Iteration 7F: 21 clusters Score -4.556788e+07 nChanged 33288
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5902 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 9059 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 9 contains 10006 members 
Mstep: Class 10 contains 3208 members 
Mstep: Class 11 contains 5836 members 
Mstep: Class 12 contains 82558 members 
Mstep: Class 13 contains 9379 members 
Mstep: Class 14 contains 8424 members 
Mstep: Class 15 contains 10940 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 284094 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 21 contains 30143 members 
Mstep: Class 22 contains 20907 members 
Mstep: Class 23 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1104.390991 but Gain 2140.328125
Score: -45592168.000000 Penalty: 40666.277344
Iteration 8F: 20 clusters Score -4.559217e+07 nChanged 23053
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5790 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 1720 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 2947 members 
Mstep: Class 11 contains 5793 members 
Mstep: Class 12 contains 87941 members 
Mstep: Class 13 contains 7877 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 11254 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 289894 members 
Mstep: Class 19 contains 21586 members 
Mstep: Class 21 contains 31329 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 1479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1504.280762 but Gain 2140.332031
Score: -45607020.000000 Penalty: 38525.945312
Iteration 9Q: 19 clusters Score -4.560702e+07 nChanged 17084
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 2938 members 
Mstep: Class 9 contains 8481 members 
Mstep: Class 10 contains 2725 members 
Mstep: Class 11 contains 5917 members 
Mstep: Class 12 contains 92365 members 
Mstep: Class 13 contains 6671 members 
Mstep: Class 14 contains 7214 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 16 contains 1333 members 
Mstep: Class 17 contains 293138 members 
Mstep: Class 19 contains 20904 members 
Mstep: Class 21 contains 31980 members 
Mstep: Class 22 contains 21811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1372.718994 but Gain 2140.328125
Score: -45617500.000000 Penalty: 36385.617188
Iteration 10Q: 18 clusters Score -4.56175e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5646 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 5 contains 5627 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 96308 members 
Mstep: Class 13 contains 5679 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 11406 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 295002 members 
Mstep: Class 19 contains 20146 members 
Mstep: Class 21 contains 32216 members 
Mstep: Class 22 contains 21932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1296.932251 but Gain 2140.332031
Score: -45625396.000000 Penalty: 34245.285156
Iteration 11Q: 17 clusters Score -4.56254e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5442 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 9 contains 7555 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 99748 members 
Mstep: Class 13 contains 4821 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 11332 members 
Mstep: Class 17 contains 296102 members 
Mstep: Class 19 contains 19334 members 
Mstep: Class 21 contains 32105 members 
Mstep: Class 22 contains 22027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1286.453857 but Gain 2140.330078
Score: -45631608.000000 Penalty: 32104.955078
Iteration 12Q: 16 clusters Score -4.563161e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 5239 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 9 contains 7085 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 7032 members 
Mstep: Class 12 contains 102598 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 11304 members 
Mstep: Class 17 contains 297507 members 
Mstep: Class 19 contains 18669 members 
Mstep: Class 21 contains 31707 members 
Mstep: Class 22 contains 21819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2093.507324 but Gain 2140.330078
Score: -45636492.000000 Penalty: 29964.625000
Iteration 13Q: 15 clusters Score -4.563649e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 5 contains 4945 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 7395 members 
Mstep: Class 12 contains 105749 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 6698 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 17 contains 298318 members 
Mstep: Class 19 contains 18182 members 
Mstep: Class 21 contains 31186 members 
Mstep: Class 22 contains 21744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45641132.000000 Penalty: 29964.625000
Iteration 14Q: 15 clusters Score -4.564113e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 7 contains 2123 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 108087 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 10919 members 
Mstep: Class 17 contains 298437 members 
Mstep: Class 19 contains 17917 members 
Mstep: Class 21 contains 30462 members 
Mstep: Class 22 contains 21475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45643456.000000 Penalty: 29964.625000
Iteration 15Q: 15 clusters Score -4.564346e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 4396 members 
Mstep: Class 5 contains 4748 members 
Mstep: Class 7 contains 2097 members 
Mstep: Class 9 contains 5973 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 7905 members 
Mstep: Class 12 contains 110420 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 17 contains 298482 members 
Mstep: Class 19 contains 17761 members 
Mstep: Class 21 contains 29583 members 
Mstep: Class 22 contains 21193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45645540.000000 Penalty: 29964.625000
Iteration 16Q: 15 clusters Score -4.564554e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 4043 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 7 contains 2095 members 
Mstep: Class 9 contains 5628 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 112705 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 17 contains 298463 members 
Mstep: Class 19 contains 17825 members 
Mstep: Class 21 contains 28541 members 
Mstep: Class 22 contains 20871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45647276.000000 Penalty: 29964.625000
Iteration 17Q: 15 clusters Score -4.564728e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 5 contains 4657 members 
Mstep: Class 7 contains 2089 members 
Mstep: Class 9 contains 5304 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 115105 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 10223 members 
Mstep: Class 17 contains 298391 members 
Mstep: Class 19 contains 18046 members 
Mstep: Class 21 contains 27354 members 
Mstep: Class 22 contains 20422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45649112.000000 Penalty: 29964.625000
Iteration 18Q: 15 clusters Score -4.564911e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 5 contains 4658 members 
Mstep: Class 7 contains 2082 members 
Mstep: Class 9 contains 5021 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 11 contains 8425 members 
Mstep: Class 12 contains 117482 members 
Mstep: Class 13 contains 2361 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 10001 members 
Mstep: Class 17 contains 298254 members 
Mstep: Class 19 contains 18289 members 
Mstep: Class 21 contains 26180 members 
Mstep: Class 22 contains 19950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45650884.000000 Penalty: 29964.625000
Iteration 19Q: 15 clusters Score -4.565088e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 7 contains 2082 members 
Mstep: Class 9 contains 4749 members 
Mstep: Class 10 contains 1969 members 
Mstep: Class 11 contains 8495 members 
Mstep: Class 12 contains 119883 members 
Mstep: Class 13 contains 2192 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 17 contains 298088 members 
Mstep: Class 19 contains 18612 members 
Mstep: Class 21 contains 24981 members 
Mstep: Class 22 contains 19394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45654284.000000 Penalty: 29964.625000
Iteration 20F: 15 clusters Score -4.565428e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 7 contains 2039 members 
Mstep: Class 9 contains 4624 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 8650 members 
Mstep: Class 12 contains 122329 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 7407 members 
Mstep: Class 15 contains 9663 members 
Mstep: Class 17 contains 297882 members 
Mstep: Class 19 contains 18742 members 
Mstep: Class 21 contains 23732 members 
Mstep: Class 22 contains 18722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45657500.000000 Penalty: 29964.625000
Iteration 21Q: 15 clusters Score -4.56575e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 5 contains 4904 members 
Mstep: Class 7 contains 2005 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 124846 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 7483 members 
Mstep: Class 15 contains 9517 members 
Mstep: Class 17 contains 297653 members 
Mstep: Class 19 contains 18949 members 
Mstep: Class 21 contains 22461 members 
Mstep: Class 22 contains 17999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45660388.000000 Penalty: 29964.625000
Iteration 22Q: 15 clusters Score -4.566039e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 8889 members 
Mstep: Class 12 contains 127363 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 7549 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 17 contains 297460 members 
Mstep: Class 19 contains 19061 members 
Mstep: Class 21 contains 21133 members 
Mstep: Class 22 contains 17201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45663500.000000 Penalty: 29964.625000
Iteration 23Q: 15 clusters Score -4.56635e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 5 contains 5309 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 9 contains 3826 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 8971 members 
Mstep: Class 12 contains 129786 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 9139 members 
Mstep: Class 17 contains 297265 members 
Mstep: Class 19 contains 19109 members 
Mstep: Class 21 contains 19864 members 
Mstep: Class 22 contains 16319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2057.495605 but Gain 2140.330078
Score: -45666676.000000 Penalty: 27824.294922
Iteration 24Q: 14 clusters Score -4.566668e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 1689 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 133189 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 8948 members 
Mstep: Class 17 contains 297525 members 
Mstep: Class 19 contains 19113 members 
Mstep: Class 21 contains 18543 members 
Mstep: Class 22 contains 15471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45671772.000000 Penalty: 27824.294922
Iteration 25Q: 14 clusters Score -4.567177e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 9081 members 
Mstep: Class 12 contains 135654 members 
Mstep: Class 14 contains 7619 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 17 contains 297053 members 
Mstep: Class 19 contains 19035 members 
Mstep: Class 21 contains 17263 members 
Mstep: Class 22 contains 14753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45674724.000000 Penalty: 27824.294922
Iteration 26Q: 14 clusters Score -4.567472e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 9 contains 3290 members 
Mstep: Class 10 contains 2968 members 
Mstep: Class 11 contains 9105 members 
Mstep: Class 12 contains 137832 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 8464 members 
Mstep: Class 17 contains 296549 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 21 contains 16223 members 
Mstep: Class 22 contains 14152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45677276.000000 Penalty: 27824.294922
Iteration 27Q: 14 clusters Score -4.567728e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 5 contains 6579 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 9 contains 3201 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 139771 members 
Mstep: Class 14 contains 7642 members 
Mstep: Class 15 contains 8250 members 
Mstep: Class 17 contains 295945 members 
Mstep: Class 19 contains 18624 members 
Mstep: Class 21 contains 15438 members 
Mstep: Class 22 contains 13676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45679660.000000 Penalty: 27824.294922
Iteration 28Q: 14 clusters Score -4.567966e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 5 contains 6806 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 3135 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 9136 members 
Mstep: Class 12 contains 141413 members 
Mstep: Class 14 contains 7647 members 
Mstep: Class 15 contains 8026 members 
Mstep: Class 17 contains 295302 members 
Mstep: Class 19 contains 18388 members 
Mstep: Class 21 contains 15012 members 
Mstep: Class 22 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45681372.000000 Penalty: 27824.294922
Iteration 29Q: 14 clusters Score -4.568137e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 5 contains 6963 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 9143 members 
Mstep: Class 12 contains 142734 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 7806 members 
Mstep: Class 17 contains 294608 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 21 contains 14899 members 
Mstep: Class 22 contains 12963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45682660.000000 Penalty: 27824.294922
Iteration 30Q: 14 clusters Score -4.568266e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1653 members 
Mstep: Class 5 contains 7086 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 3433 members 
Mstep: Class 11 contains 9182 members 
Mstep: Class 12 contains 143760 members 
Mstep: Class 14 contains 7663 members 
Mstep: Class 15 contains 7605 members 
Mstep: Class 17 contains 293952 members 
Mstep: Class 19 contains 18067 members 
Mstep: Class 21 contains 14961 members 
Mstep: Class 22 contains 12652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45683476.000000 Penalty: 27824.294922
Iteration 31Q: 14 clusters Score -4.568348e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1651 members 
Mstep: Class 5 contains 7171 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 9 contains 3000 members 
Mstep: Class 10 contains 3509 members 
Mstep: Class 11 contains 9215 members 
Mstep: Class 12 contains 144620 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 17 contains 293317 members 
Mstep: Class 19 contains 17961 members 
Mstep: Class 21 contains 15094 members 
Mstep: Class 22 contains 12408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684148.000000 Penalty: 27824.294922
Iteration 32Q: 14 clusters Score -4.568415e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1651 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 3568 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 145345 members 
Mstep: Class 14 contains 7670 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 17 contains 292665 members 
Mstep: Class 19 contains 17887 members 
Mstep: Class 21 contains 15288 members 
Mstep: Class 22 contains 12202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45684724.000000 Penalty: 27824.294922
Iteration 33Q: 14 clusters Score -4.568472e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 5 contains 7309 members 
Mstep: Class 7 contains 1931 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 3609 members 
Mstep: Class 11 contains 9395 members 
Mstep: Class 12 contains 145940 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 17 contains 292072 members 
Mstep: Class 19 contains 17840 members 
Mstep: Class 21 contains 15519 members 
Mstep: Class 22 contains 12007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685124.000000 Penalty: 27824.294922
Iteration 34Q: 14 clusters Score -4.568512e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 5 contains 7343 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 11 contains 9496 members 
Mstep: Class 12 contains 146496 members 
Mstep: Class 14 contains 7688 members 
Mstep: Class 15 contains 6914 members 
Mstep: Class 17 contains 291534 members 
Mstep: Class 19 contains 17808 members 
Mstep: Class 21 contains 15740 members 
Mstep: Class 22 contains 11843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45685776.000000 Penalty: 27824.294922
Iteration 35Q: 14 clusters Score -4.568578e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 5 contains 7351 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 9 contains 2958 members 
Mstep: Class 10 contains 3607 members 
Mstep: Class 11 contains 9599 members 
Mstep: Class 12 contains 146989 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 17 contains 291031 members 
Mstep: Class 19 contains 17784 members 
Mstep: Class 21 contains 15986 members 
Mstep: Class 22 contains 11691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686204.000000 Penalty: 27824.294922
Iteration 36Q: 14 clusters Score -4.56862e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 5 contains 7367 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 11 contains 9700 members 
Mstep: Class 12 contains 147451 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 15 contains 6590 members 
Mstep: Class 17 contains 290541 members 
Mstep: Class 19 contains 17761 members 
Mstep: Class 21 contains 16200 members 
Mstep: Class 22 contains 11553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686516.000000 Penalty: 27824.294922
Iteration 37Q: 14 clusters Score -4.568652e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 5 contains 7373 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 11 contains 9777 members 
Mstep: Class 12 contains 147886 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 6439 members 
Mstep: Class 17 contains 290076 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 21 contains 16420 members 
Mstep: Class 22 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45686772.000000 Penalty: 27824.294922
Iteration 38Q: 14 clusters Score -4.568677e+07 nChanged 1183
Entering ConstructFrom: 
Score: -45686772.000000 Penalty: 27824.294922
Entering ConstructFrom: 
Trying to split cluster 2 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -132344.078125 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -132344.1 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 805 members 
Entering Unmasked Estep 
Score: -130491.289062 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -130491.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130913.890625 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -130913.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -131051.570312 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -131051.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -131149.718750 Penalty: 2406.786133
	Iteration 3F: 3 clusters Score -131149.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -131248.671875 Penalty: 2406.786133
	Iteration 4F: 3 clusters Score -131248.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131360.562500 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -131360.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131503.812500 Penalty: 2406.786133
	Iteration 6F: 3 clusters Score -131503.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131624.343750 Penalty: 2406.786133
	Iteration 7F: 3 clusters Score -131624.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -131716.765625 Penalty: 2406.786133
	Iteration 8F: 3 clusters Score -131716.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -131782.000000 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -131782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -131835.250000 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -131835.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -131870.890625 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -131870.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -131888.953125 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -131889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -131901.796875 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -131901.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -131915.390625 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -131915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -131924.718750 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -131924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -131929.328125 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -131929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -131935.875000 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -131935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -131939.750000 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -131939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -131943.812500 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -131943.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -131950.031250 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -131950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -131957.359375 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -131957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -131971.125000 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -131971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -131988.562500 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -131988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -132001.671875 Penalty: 2406.786133
	Iteration 24Q: 3 clusters Score -132001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -132011.656250 Penalty: 2406.786133
	Iteration 25Q: 3 clusters Score -132011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -132013.500000 Penalty: 2406.786133
	Iteration 26Q: 3 clusters Score -132013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -132014.390625 Penalty: 2406.786133
	Iteration 27Q: 3 clusters Score -132014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -132015.406250 Penalty: 2406.786133
	Iteration 28Q: 3 clusters Score -132015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -132015.406250 Penalty: 2406.786133
	Iteration 29F: 3 clusters Score -132015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Entering Unmasked Estep 
Score: -665387.562500 Penalty: 1447.068481
	Iteration 0F: 2 clusters Score -665387.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -659932.312500 Penalty: 2894.136963
	Iteration 0F: 3 clusters Score -659932.3 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -661504.000000 Penalty: 2894.136963
	Iteration 1F: 3 clusters Score -661504 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -661713.062500 Penalty: 2894.136963
	Iteration 2F: 3 clusters Score -661713.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -661869.750000 Penalty: 2894.136963
	Iteration 3F: 3 clusters Score -661869.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -661982.937500 Penalty: 2894.136963
	Iteration 4Q: 3 clusters Score -661982.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -662073.625000 Penalty: 2894.136963
	Iteration 5Q: 3 clusters Score -662073.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -662138.125000 Penalty: 2894.136963
	Iteration 6Q: 3 clusters Score -662138.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -662188.062500 Penalty: 2894.136963
	Iteration 7Q: 3 clusters Score -662188.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -662238.562500 Penalty: 2894.136963
	Iteration 8Q: 3 clusters Score -662238.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -662283.000000 Penalty: 2894.136963
	Iteration 9Q: 3 clusters Score -662283 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -662332.062500 Penalty: 2894.136963
	Iteration 10Q: 3 clusters Score -662332.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -662396.062500 Penalty: 2894.136963
	Iteration 11Q: 3 clusters Score -662396.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -662469.625000 Penalty: 2894.136963
	Iteration 12Q: 3 clusters Score -662469.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -662575.250000 Penalty: 2894.136963
	Iteration 13Q: 3 clusters Score -662575.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -662680.750000 Penalty: 2894.136963
	Iteration 14Q: 3 clusters Score -662680.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -662794.062500 Penalty: 2894.136963
	Iteration 15Q: 3 clusters Score -662794.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -662933.937500 Penalty: 2894.136963
	Iteration 16Q: 3 clusters Score -662933.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -663094.125000 Penalty: 2894.136963
	Iteration 17Q: 3 clusters Score -663094.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -663217.562500 Penalty: 2894.136963
	Iteration 18Q: 3 clusters Score -663217.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -663319.437500 Penalty: 2894.136963
	Iteration 19Q: 3 clusters Score -663319.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -663426.250000 Penalty: 2894.136963
	Iteration 20F: 3 clusters Score -663426.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -663524.250000 Penalty: 2894.136963
	Iteration 21Q: 3 clusters Score -663524.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -663605.937500 Penalty: 2894.136963
	Iteration 22Q: 3 clusters Score -663605.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -663672.875000 Penalty: 2894.136963
	Iteration 23Q: 3 clusters Score -663672.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -663728.375000 Penalty: 2894.136963
	Iteration 24Q: 3 clusters Score -663728.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -663777.187500 Penalty: 2894.136963
	Iteration 25Q: 3 clusters Score -663777.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -663820.687500 Penalty: 2894.136963
	Iteration 26Q: 3 clusters Score -663820.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -663843.312500 Penalty: 2894.136963
	Iteration 27Q: 3 clusters Score -663843.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -663862.437500 Penalty: 2894.136963
	Iteration 28Q: 3 clusters Score -663862.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -663883.812500 Penalty: 2894.136963
	Iteration 29Q: 3 clusters Score -663883.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -663898.937500 Penalty: 2894.136963
	Iteration 30Q: 3 clusters Score -663898.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -663920.875000 Penalty: 2894.136963
	Iteration 31Q: 3 clusters Score -663920.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -663941.687500 Penalty: 2894.136963
	Iteration 32Q: 3 clusters Score -663941.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -663967.750000 Penalty: 2894.136963
	Iteration 33Q: 3 clusters Score -663967.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -663988.250000 Penalty: 2894.136963
	Iteration 34Q: 3 clusters Score -663988.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -664005.562500 Penalty: 2894.136963
	Iteration 35Q: 3 clusters Score -664005.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -664022.750000 Penalty: 2894.136963
	Iteration 36Q: 3 clusters Score -664022.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -664036.437500 Penalty: 2894.136963
	Iteration 37Q: 3 clusters Score -664036.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -664046.062500 Penalty: 2894.136963
	Iteration 38Q: 3 clusters Score -664046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -664058.062500 Penalty: 2894.136963
	Iteration 39Q: 3 clusters Score -664058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -664071.187500 Penalty: 2894.136963
	Iteration 40F: 3 clusters Score -664071.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -664078.000000 Penalty: 2894.136963
	Iteration 41Q: 3 clusters Score -664078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -664080.562500 Penalty: 2894.136963
	Iteration 42Q: 3 clusters Score -664080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -664083.812500 Penalty: 2894.136963
	Iteration 43Q: 3 clusters Score -664083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -664084.812500 Penalty: 2894.136963
	Iteration 44Q: 3 clusters Score -664084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -664085.687500 Penalty: 2894.136963
	Iteration 45Q: 3 clusters Score -664085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -664089.375000 Penalty: 2894.136963
	Iteration 46Q: 3 clusters Score -664089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -664094.437500 Penalty: 2894.136963
	Iteration 47Q: 3 clusters Score -664094.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -664100.187500 Penalty: 2894.136963
	Iteration 48Q: 3 clusters Score -664100.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -664104.000000 Penalty: 2894.136963
	Iteration 49Q: 3 clusters Score -664104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -664113.375000 Penalty: 2894.136963
	Iteration 50Q: 3 clusters Score -664113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -664118.750000 Penalty: 2894.136963
	Iteration 51Q: 3 clusters Score -664118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -664121.812500 Penalty: 2894.136963
	Iteration 52Q: 3 clusters Score -664121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -664126.000000 Penalty: 2894.136963
	Iteration 53Q: 3 clusters Score -664126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -664128.500000 Penalty: 2894.136963
	Iteration 54Q: 3 clusters Score -664128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -664133.062500 Penalty: 2894.136963
	Iteration 55Q: 3 clusters Score -664133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -664138.062500 Penalty: 2894.136963
	Iteration 56Q: 3 clusters Score -664138.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -664144.000000 Penalty: 2894.136963
	Iteration 57Q: 3 clusters Score -664144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -664147.437500 Penalty: 2894.136963
	Iteration 58Q: 3 clusters Score -664147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -664147.687500 Penalty: 2894.136963
	Iteration 59Q: 3 clusters Score -664147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -664148.562500 Penalty: 2894.136963
	Iteration 60F: 3 clusters Score -664148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -664150.250000 Penalty: 2894.136963
	Iteration 61Q: 3 clusters Score -664150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -664150.875000 Penalty: 2894.136963
	Iteration 62Q: 3 clusters Score -664150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -664153.375000 Penalty: 2894.136963
	Iteration 63Q: 3 clusters Score -664153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -664156.437500 Penalty: 2894.136963
	Iteration 64Q: 3 clusters Score -664156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -664157.625000 Penalty: 2894.136963
	Iteration 65Q: 3 clusters Score -664157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -664160.937500 Penalty: 2894.136963
	Iteration 66Q: 3 clusters Score -664160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -664164.750000 Penalty: 2894.136963
	Iteration 67Q: 3 clusters Score -664164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -664166.375000 Penalty: 2894.136963
	Iteration 68Q: 3 clusters Score -664166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -664168.562500 Penalty: 2894.136963
	Iteration 69Q: 3 clusters Score -664168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -664168.500000 Penalty: 2894.136963
	Iteration 70Q: 3 clusters Score -664168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -664169.750000 Penalty: 2894.136963
	Iteration 71Q: 3 clusters Score -664169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -664170.562500 Penalty: 2894.136963
	Iteration 72Q: 3 clusters Score -664170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -664171.500000 Penalty: 2894.136963
	Iteration 73Q: 3 clusters Score -664171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -664170.375000 Penalty: 2894.136963
	Iteration 74Q: 3 clusters Score -664170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -664170.375000 Penalty: 2894.136963
	Iteration 75F: 3 clusters Score -664170.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -155936.015625 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -155936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -153912.640625 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -153912.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -154523.640625 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -154523.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -154926.734375 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -154926.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155484.640625 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -155484.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -155967.281250 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -155967.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -156200.281250 Penalty: 2455.329102
	Iteration 5F: 3 clusters Score -156200.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -156291.109375 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -156291.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -156324.921875 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -156324.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -156338.484375 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -156338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -156342.796875 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -156342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -156344.343750 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -156344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -156345.531250 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -156345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -156345.531250 Penalty: 2455.329102
	Iteration 12F: 3 clusters Score -156345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 7 contains 1645 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 148239 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 15 contains 6283 members 
Mstep: Class 17 contains 289663 members 
Mstep: Class 19 contains 17732 members 
Mstep: Class 21 contains 16651 members 
Mstep: Class 22 contains 11335 members 
Entering Unmasked Estep 
Score: -45686456.000000 Penalty: 29964.625000
Splitting cluster 7 changes total score from -45686772.000000 to -45686456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -263216.906250 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -263216.9 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 1483 members 
Entering Unmasked Estep 
Score: -260512.796875 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -260512.8 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -261148.937500 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -261148.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -261281.968750 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -261282 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -261359.484375 Penalty: 2598.803223
	Iteration 3Q: 3 clusters Score -261359.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -261425.000000 Penalty: 2598.803223
	Iteration 4Q: 3 clusters Score -261425 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -261472.578125 Penalty: 2598.803223
	Iteration 5Q: 3 clusters Score -261472.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -261510.781250 Penalty: 2598.803223
	Iteration 6Q: 3 clusters Score -261510.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -261546.453125 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -261546.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -261575.968750 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -261576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -261601.890625 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -261601.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261628.156250 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -261628.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -261657.500000 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -261657.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -261682.140625 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -261682.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261700.578125 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -261700.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -261715.828125 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -261715.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -261726.281250 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -261726.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -261735.296875 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -261735.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -261748.921875 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -261748.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -261763.265625 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -261763.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -261780.843750 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -261780.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -261797.609375 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -261797.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -261808.218750 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -261808.2 nChanged 25
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: -261821.343750 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -261821.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -261847.937500 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -261847.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -261881.234375 Penalty: 2598.803223
	Iteration 24Q: 3 clusters Score -261881.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -261926.468750 Penalty: 2598.803223
	Iteration 25Q: 3 clusters Score -261926.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -261974.515625 Penalty: 2598.803223
	Iteration 26Q: 3 clusters Score -261974.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -262021.796875 Penalty: 2598.803223
	Iteration 27Q: 3 clusters Score -262021.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -262061.093750 Penalty: 2598.803223
	Iteration 28Q: 3 clusters Score -262061.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -262087.390625 Penalty: 2598.803223
	Iteration 29Q: 3 clusters Score -262087.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -262115.687500 Penalty: 2598.803223
	Iteration 30Q: 3 clusters Score -262115.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -262140.750000 Penalty: 2598.803223
	Iteration 31Q: 3 clusters Score -262140.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -262158.437500 Penalty: 2598.803223
	Iteration 32Q: 3 clusters Score -262158.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -262179.750000 Penalty: 2598.803223
	Iteration 33Q: 3 clusters Score -262179.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -262194.312500 Penalty: 2598.803223
	Iteration 34Q: 3 clusters Score -262194.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -262209.625000 Penalty: 2598.803223
	Iteration 35Q: 3 clusters Score -262209.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -262224.687500 Penalty: 2598.803223
	Iteration 36Q: 3 clusters Score -262224.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -262238.375000 Penalty: 2598.803223
	Iteration 37Q: 3 clusters Score -262238.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -262249.812500 Penalty: 2598.803223
	Iteration 38Q: 3 clusters Score -262249.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -262257.593750 Penalty: 2598.803223
	Iteration 39Q: 3 clusters Score -262257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -262262.906250 Penalty: 2598.803223
	Iteration 40F: 3 clusters Score -262262.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -262268.031250 Penalty: 2598.803223
	Iteration 41Q: 3 clusters Score -262268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -262271.062500 Penalty: 2598.803223
	Iteration 42Q: 3 clusters Score -262271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -262275.531250 Penalty: 2598.803223
	Iteration 43Q: 3 clusters Score -262275.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -262281.562500 Penalty: 2598.803223
	Iteration 44Q: 3 clusters Score -262281.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -262286.781250 Penalty: 2598.803223
	Iteration 45Q: 3 clusters Score -262286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -262290.562500 Penalty: 2598.803223
	Iteration 46Q: 3 clusters Score -262290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -262294.218750 Penalty: 2598.803223
	Iteration 47Q: 3 clusters Score -262294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262297.375000 Penalty: 2598.803223
	Iteration 48Q: 3 clusters Score -262297.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -262301.031250 Penalty: 2598.803223
	Iteration 49Q: 3 clusters Score -262301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -262306.281250 Penalty: 2598.803223
	Iteration 50Q: 3 clusters Score -262306.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -262310.062500 Penalty: 2598.803223
	Iteration 51Q: 3 clusters Score -262310.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -262314.531250 Penalty: 2598.803223
	Iteration 52Q: 3 clusters Score -262314.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -262320.281250 Penalty: 2598.803223
	Iteration 53Q: 3 clusters Score -262320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -262324.625000 Penalty: 2598.803223
	Iteration 54Q: 3 clusters Score -262324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -262326.718750 Penalty: 2598.803223
	Iteration 55Q: 3 clusters Score -262326.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -262331.343750 Penalty: 2598.803223
	Iteration 56Q: 3 clusters Score -262331.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -262333.531250 Penalty: 2598.803223
	Iteration 57Q: 3 clusters Score -262333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -262333.156250 Penalty: 2598.803223
	Iteration 58Q: 3 clusters Score -262333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -262333.156250 Penalty: 2598.803223
	Iteration 59F: 3 clusters Score -262333.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -324993.406250 Penalty: 1329.892822
	Iteration 0F: 2 clusters Score -324993.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -321876.062500 Penalty: 2659.785645
	Iteration 0F: 3 clusters Score -321876.1 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -322646.718750 Penalty: 2659.785645
	Iteration 1F: 3 clusters Score -322646.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -322784.750000 Penalty: 2659.785645
	Iteration 2F: 3 clusters Score -322784.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -322868.875000 Penalty: 2659.785645
	Iteration 3Q: 3 clusters Score -322868.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -322926.000000 Penalty: 2659.785645
	Iteration 4Q: 3 clusters Score -322926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -322978.593750 Penalty: 2659.785645
	Iteration 5Q: 3 clusters Score -322978.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -323018.156250 Penalty: 2659.785645
	Iteration 6Q: 3 clusters Score -323018.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -323040.031250 Penalty: 2659.785645
	Iteration 7Q: 3 clusters Score -323040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -323064.937500 Penalty: 2659.785645
	Iteration 8Q: 3 clusters Score -323064.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -323079.375000 Penalty: 2659.785645
	Iteration 9Q: 3 clusters Score -323079.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -323094.750000 Penalty: 2659.785645
	Iteration 10Q: 3 clusters Score -323094.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -323112.250000 Penalty: 2659.785645
	Iteration 11Q: 3 clusters Score -323112.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -323128.625000 Penalty: 2659.785645
	Iteration 12Q: 3 clusters Score -323128.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -323147.656250 Penalty: 2659.785645
	Iteration 13Q: 3 clusters Score -323147.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -323166.750000 Penalty: 2659.785645
	Iteration 14Q: 3 clusters Score -323166.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -323188.343750 Penalty: 2659.785645
	Iteration 15Q: 3 clusters Score -323188.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -323214.875000 Penalty: 2659.785645
	Iteration 16Q: 3 clusters Score -323214.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -323249.000000 Penalty: 2659.785645
	Iteration 17Q: 3 clusters Score -323249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -323306.500000 Penalty: 2659.785645
	Iteration 18Q: 3 clusters Score -323306.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -323350.187500 Penalty: 2659.785645
	Iteration 19Q: 3 clusters Score -323350.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -323398.375000 Penalty: 2659.785645
	Iteration 20F: 3 clusters Score -323398.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -323447.312500 Penalty: 2659.785645
	Iteration 21Q: 3 clusters Score -323447.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -323487.093750 Penalty: 2659.785645
	Iteration 22Q: 3 clusters Score -323487.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -323534.343750 Penalty: 2659.785645
	Iteration 23Q: 3 clusters Score -323534.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -323572.531250 Penalty: 2659.785645
	Iteration 24Q: 3 clusters Score -323572.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -323609.125000 Penalty: 2659.785645
	Iteration 25Q: 3 clusters Score -323609.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -323641.843750 Penalty: 2659.785645
	Iteration 26Q: 3 clusters Score -323641.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -323668.812500 Penalty: 2659.785645
	Iteration 27Q: 3 clusters Score -323668.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -323689.250000 Penalty: 2659.785645
	Iteration 28Q: 3 clusters Score -323689.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -323708.906250 Penalty: 2659.785645
	Iteration 29Q: 3 clusters Score -323708.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -323726.218750 Penalty: 2659.785645
	Iteration 30Q: 3 clusters Score -323726.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -323740.781250 Penalty: 2659.785645
	Iteration 31Q: 3 clusters Score -323740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -323753.750000 Penalty: 2659.785645
	Iteration 32Q: 3 clusters Score -323753.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -323769.593750 Penalty: 2659.785645
	Iteration 33Q: 3 clusters Score -323769.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -323781.625000 Penalty: 2659.785645
	Iteration 34Q: 3 clusters Score -323781.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -323790.687500 Penalty: 2659.785645
	Iteration 35Q: 3 clusters Score -323790.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -323797.281250 Penalty: 2659.785645
	Iteration 36Q: 3 clusters Score -323797.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -323804.781250 Penalty: 2659.785645
	Iteration 37Q: 3 clusters Score -323804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -323813.718750 Penalty: 2659.785645
	Iteration 38Q: 3 clusters Score -323813.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -323821.843750 Penalty: 2659.785645
	Iteration 39Q: 3 clusters Score -323821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -323826.437500 Penalty: 2659.785645
	Iteration 40F: 3 clusters Score -323826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -323828.531250 Penalty: 2659.785645
	Iteration 41Q: 3 clusters Score -323828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -323830.156250 Penalty: 2659.785645
	Iteration 42Q: 3 clusters Score -323830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -323831.437500 Penalty: 2659.785645
	Iteration 43Q: 3 clusters Score -323831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -323834.218750 Penalty: 2659.785645
	Iteration 44Q: 3 clusters Score -323834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -323835.906250 Penalty: 2659.785645
	Iteration 45Q: 3 clusters Score -323835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -323838.750000 Penalty: 2659.785645
	Iteration 46Q: 3 clusters Score -323838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -323839.781250 Penalty: 2659.785645
	Iteration 47Q: 3 clusters Score -323839.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -323840.687500 Penalty: 2659.785645
	Iteration 48Q: 3 clusters Score -323840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -323841.562500 Penalty: 2659.785645
	Iteration 49Q: 3 clusters Score -323841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -323841.875000 Penalty: 2659.785645
	Iteration 50Q: 3 clusters Score -323841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -323841.687500 Penalty: 2659.785645
	Iteration 51Q: 3 clusters Score -323841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -323841.687500 Penalty: 2659.785645
	Iteration 52F: 3 clusters Score -323841.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Entering Unmasked Estep 
Score: -881094.562500 Penalty: 1494.619873
	Iteration 0F: 2 clusters Score -881094.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -874075.125000 Penalty: 2989.239746
	Iteration 0F: 3 clusters Score -874075.1 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -876271.125000 Penalty: 2989.239746
	Iteration 1F: 3 clusters Score -876271.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -876492.750000 Penalty: 2989.239746
	Iteration 2F: 3 clusters Score -876492.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -876652.812500 Penalty: 2989.239746
	Iteration 3Q: 3 clusters Score -876652.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -876780.812500 Penalty: 2989.239746
	Iteration 4Q: 3 clusters Score -876780.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -876874.500000 Penalty: 2989.239746
	Iteration 5Q: 3 clusters Score -876874.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -876975.562500 Penalty: 2989.239746
	Iteration 6Q: 3 clusters Score -876975.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -877062.875000 Penalty: 2989.239746
	Iteration 7Q: 3 clusters Score -877062.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -877168.625000 Penalty: 2989.239746
	Iteration 8Q: 3 clusters Score -877168.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -877290.312500 Penalty: 2989.239746
	Iteration 9Q: 3 clusters Score -877290.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -877427.375000 Penalty: 2989.239746
	Iteration 10Q: 3 clusters Score -877427.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -877580.937500 Penalty: 2989.239746
	Iteration 11Q: 3 clusters Score -877580.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -877758.500000 Penalty: 2989.239746
	Iteration 12Q: 3 clusters Score -877758.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -877958.125000 Penalty: 2989.239746
	Iteration 13Q: 3 clusters Score -877958.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -878185.625000 Penalty: 2989.239746
	Iteration 14Q: 3 clusters Score -878185.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -878371.687500 Penalty: 2989.239746
	Iteration 15Q: 3 clusters Score -878371.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -878512.437500 Penalty: 2989.239746
	Iteration 16Q: 3 clusters Score -878512.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -878625.625000 Penalty: 2989.239746
	Iteration 17Q: 3 clusters Score -878625.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -878698.187500 Penalty: 2989.239746
	Iteration 18Q: 3 clusters Score -878698.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -878759.625000 Penalty: 2989.239746
	Iteration 19Q: 3 clusters Score -878759.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -878799.312500 Penalty: 2989.239746
	Iteration 20F: 3 clusters Score -878799.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -878825.937500 Penalty: 2989.239746
	Iteration 21Q: 3 clusters Score -878825.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -878843.625000 Penalty: 2989.239746
	Iteration 22Q: 3 clusters Score -878843.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -878861.250000 Penalty: 2989.239746
	Iteration 23Q: 3 clusters Score -878861.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -878876.250000 Penalty: 2989.239746
	Iteration 24Q: 3 clusters Score -878876.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -878885.375000 Penalty: 2989.239746
	Iteration 25Q: 3 clusters Score -878885.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -878898.062500 Penalty: 2989.239746
	Iteration 26Q: 3 clusters Score -878898.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -878905.187500 Penalty: 2989.239746
	Iteration 27Q: 3 clusters Score -878905.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -878909.312500 Penalty: 2989.239746
	Iteration 28Q: 3 clusters Score -878909.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -878915.875000 Penalty: 2989.239746
	Iteration 29Q: 3 clusters Score -878915.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -878918.562500 Penalty: 2989.239746
	Iteration 30Q: 3 clusters Score -878918.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -878921.812500 Penalty: 2989.239746
	Iteration 31Q: 3 clusters Score -878921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -878926.250000 Penalty: 2989.239746
	Iteration 32Q: 3 clusters Score -878926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -878931.937500 Penalty: 2989.239746
	Iteration 33Q: 3 clusters Score -878931.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -878937.625000 Penalty: 2989.239746
	Iteration 34Q: 3 clusters Score -878937.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -878942.937500 Penalty: 2989.239746
	Iteration 35Q: 3 clusters Score -878942.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -878949.687500 Penalty: 2989.239746
	Iteration 36Q: 3 clusters Score -878949.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -878955.125000 Penalty: 2989.239746
	Iteration 37Q: 3 clusters Score -878955.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -878961.000000 Penalty: 2989.239746
	Iteration 38Q: 3 clusters Score -878961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -878965.000000 Penalty: 2989.239746
	Iteration 39Q: 3 clusters Score -878965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -878965.625000 Penalty: 2989.239746
	Iteration 40F: 3 clusters Score -878965.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -878970.000000 Penalty: 2989.239746
	Iteration 41Q: 3 clusters Score -878970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -878977.312500 Penalty: 2989.239746
	Iteration 42Q: 3 clusters Score -878977.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -878983.125000 Penalty: 2989.239746
	Iteration 43Q: 3 clusters Score -878983.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -878990.562500 Penalty: 2989.239746
	Iteration 44Q: 3 clusters Score -878990.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -878994.312500 Penalty: 2989.239746
	Iteration 45Q: 3 clusters Score -878994.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -879004.625000 Penalty: 2989.239746
	Iteration 46Q: 3 clusters Score -879004.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -879010.375000 Penalty: 2989.239746
	Iteration 47Q: 3 clusters Score -879010.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -879025.375000 Penalty: 2989.239746
	Iteration 48Q: 3 clusters Score -879025.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -879041.437500 Penalty: 2989.239746
	Iteration 49Q: 3 clusters Score -879041.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -879055.625000 Penalty: 2989.239746
	Iteration 50Q: 3 clusters Score -879055.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -879066.250000 Penalty: 2989.239746
	Iteration 51Q: 3 clusters Score -879066.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -879077.375000 Penalty: 2989.239746
	Iteration 52Q: 3 clusters Score -879077.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -879091.687500 Penalty: 2989.239746
	Iteration 53Q: 3 clusters Score -879091.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -879109.812500 Penalty: 2989.239746
	Iteration 54Q: 3 clusters Score -879109.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -879124.500000 Penalty: 2989.239746
	Iteration 55Q: 3 clusters Score -879124.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -879140.500000 Penalty: 2989.239746
	Iteration 56Q: 3 clusters Score -879140.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -879155.500000 Penalty: 2989.239746
	Iteration 57Q: 3 clusters Score -879155.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -879170.000000 Penalty: 2989.239746
	Iteration 58Q: 3 clusters Score -879170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -879187.500000 Penalty: 2989.239746
	Iteration 59Q: 3 clusters Score -879187.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -879200.125000 Penalty: 2989.239746
	Iteration 60F: 3 clusters Score -879200.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -879216.125000 Penalty: 2989.239746
	Iteration 61Q: 3 clusters Score -879216.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -879229.250000 Penalty: 2989.239746
	Iteration 62Q: 3 clusters Score -879229.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -879240.250000 Penalty: 2989.239746
	Iteration 63Q: 3 clusters Score -879240.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -879250.125000 Penalty: 2989.239746
	Iteration 64Q: 3 clusters Score -879250.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -879258.937500 Penalty: 2989.239746
	Iteration 65Q: 3 clusters Score -879258.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -879273.812500 Penalty: 2989.239746
	Iteration 66Q: 3 clusters Score -879273.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -879285.750000 Penalty: 2989.239746
	Iteration 67Q: 3 clusters Score -879285.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -879302.875000 Penalty: 2989.239746
	Iteration 68Q: 3 clusters Score -879302.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -879324.562500 Penalty: 2989.239746
	Iteration 69Q: 3 clusters Score -879324.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -879344.250000 Penalty: 2989.239746
	Iteration 70Q: 3 clusters Score -879344.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -879370.375000 Penalty: 2989.239746
	Iteration 71Q: 3 clusters Score -879370.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -879398.187500 Penalty: 2989.239746
	Iteration 72Q: 3 clusters Score -879398.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -879424.000000 Penalty: 2989.239746
	Iteration 73Q: 3 clusters Score -879424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -879451.125000 Penalty: 2989.239746
	Iteration 74Q: 3 clusters Score -879451.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -879482.562500 Penalty: 2989.239746
	Iteration 75Q: 3 clusters Score -879482.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -879508.875000 Penalty: 2989.239746
	Iteration 76Q: 3 clusters Score -879508.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -879528.437500 Penalty: 2989.239746
	Iteration 77Q: 3 clusters Score -879528.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -879544.812500 Penalty: 2989.239746
	Iteration 78Q: 3 clusters Score -879544.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -879564.875000 Penalty: 2989.239746
	Iteration 79Q: 3 clusters Score -879564.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -879585.125000 Penalty: 2989.239746
	Iteration 80F: 3 clusters Score -879585.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -879602.750000 Penalty: 2989.239746
	Iteration 81Q: 3 clusters Score -879602.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -879620.000000 Penalty: 2989.239746
	Iteration 82Q: 3 clusters Score -879620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -879640.312500 Penalty: 2989.239746
	Iteration 83Q: 3 clusters Score -879640.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -879660.000000 Penalty: 2989.239746
	Iteration 84Q: 3 clusters Score -879660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -879685.500000 Penalty: 2989.239746
	Iteration 85Q: 3 clusters Score -879685.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -879699.250000 Penalty: 2989.239746
	Iteration 86Q: 3 clusters Score -879699.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -879719.687500 Penalty: 2989.239746
	Iteration 87Q: 3 clusters Score -879719.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -879734.000000 Penalty: 2989.239746
	Iteration 88Q: 3 clusters Score -879734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -879743.062500 Penalty: 2989.239746
	Iteration 89Q: 3 clusters Score -879743.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -879761.875000 Penalty: 2989.239746
	Iteration 90Q: 3 clusters Score -879761.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -879774.312500 Penalty: 2989.239746
	Iteration 91Q: 3 clusters Score -879774.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -879781.125000 Penalty: 2989.239746
	Iteration 92Q: 3 clusters Score -879781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -879782.500000 Penalty: 2989.239746
	Iteration 93Q: 3 clusters Score -879782.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -879789.750000 Penalty: 2989.239746
	Iteration 94Q: 3 clusters Score -879789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -879796.937500 Penalty: 2989.239746
	Iteration 95Q: 3 clusters Score -879796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -879799.750000 Penalty: 2989.239746
	Iteration 96Q: 3 clusters Score -879799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -879804.187500 Penalty: 2989.239746
	Iteration 97Q: 3 clusters Score -879804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -879809.437500 Penalty: 2989.239746
	Iteration 98Q: 3 clusters Score -879809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -879812.812500 Penalty: 2989.239746
	Iteration 99Q: 3 clusters Score -879812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -879815.750000 Penalty: 2989.239746
	Iteration 100F: 3 clusters Score -879815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -879820.000000 Penalty: 2989.239746
	Iteration 101Q: 3 clusters Score -879820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -879824.750000 Penalty: 2989.239746
	Iteration 102Q: 3 clusters Score -879824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -879827.562500 Penalty: 2989.239746
	Iteration 103Q: 3 clusters Score -879827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -879830.437500 Penalty: 2989.239746
	Iteration 104Q: 3 clusters Score -879830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -879837.000000 Penalty: 2989.239746
	Iteration 105Q: 3 clusters Score -879837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -879839.625000 Penalty: 2989.239746
	Iteration 106Q: 3 clusters Score -879839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -879840.750000 Penalty: 2989.239746
	Iteration 107Q: 3 clusters Score -879840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -879845.250000 Penalty: 2989.239746
	Iteration 108Q: 3 clusters Score -879845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -879847.312500 Penalty: 2989.239746
	Iteration 109Q: 3 clusters Score -879847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -879852.750000 Penalty: 2989.239746
	Iteration 110Q: 3 clusters Score -879852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -879859.375000 Penalty: 2989.239746
	Iteration 111Q: 3 clusters Score -879859.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -879866.375000 Penalty: 2989.239746
	Iteration 112Q: 3 clusters Score -879866.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -879872.250000 Penalty: 2989.239746
	Iteration 113Q: 3 clusters Score -879872.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -879875.937500 Penalty: 2989.239746
	Iteration 114Q: 3 clusters Score -879875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -879882.687500 Penalty: 2989.239746
	Iteration 115Q: 3 clusters Score -879882.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -879884.875000 Penalty: 2989.239746
	Iteration 116Q: 3 clusters Score -879884.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -879891.562500 Penalty: 2989.239746
	Iteration 117Q: 3 clusters Score -879891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -879896.625000 Penalty: 2989.239746
	Iteration 118Q: 3 clusters Score -879896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -879896.625000 Penalty: 2989.239746
	Iteration 119Q: 3 clusters Score -879896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -879896.937500 Penalty: 2989.239746
	Iteration 120F: 3 clusters Score -879896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (148239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148239 members 
Entering Unmasked Estep 
Score: -12800954.000000 Penalty: 1934.819458
	Iteration 0F: 2 clusters Score -1.280095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -12701342.000000 Penalty: 3869.638916
	Iteration 0F: 3 clusters Score -1.270134e+07 nChanged 71501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -12742592.000000 Penalty: 3869.638916
	Iteration 1F: 3 clusters Score -1.274259e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -12743471.000000 Penalty: 3869.638916
	Iteration 2Q: 3 clusters Score -1.274347e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -12744806.000000 Penalty: 3869.638916
	Iteration 3Q: 3 clusters Score -1.274481e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -12746919.000000 Penalty: 3869.638916
	Iteration 4Q: 3 clusters Score -1.274692e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -12750619.000000 Penalty: 3869.638916
	Iteration 5F: 3 clusters Score -1.275062e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -12757478.000000 Penalty: 3869.638916
	Iteration 6F: 3 clusters Score -1.275748e+07 nChanged 12549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -12768006.000000 Penalty: 3869.638916
	Iteration 7F: 3 clusters Score -1.276801e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -12780412.000000 Penalty: 3869.638916
	Iteration 8F: 3 clusters Score -1.278041e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136686 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -12790665.000000 Penalty: 3869.638916
	Iteration 9F: 3 clusters Score -1.279066e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -12796235.000000 Penalty: 3869.638916
	Iteration 10Q: 3 clusters Score -1.279624e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145071 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -12798766.000000 Penalty: 3869.638916
	Iteration 11Q: 3 clusters Score -1.279877e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12800193.000000 Penalty: 3869.638916
	Iteration 12Q: 3 clusters Score -1.280019e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -12801199.000000 Penalty: 3869.638916
	Iteration 13Q: 3 clusters Score -1.28012e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146537 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -12801682.000000 Penalty: 3869.638916
	Iteration 14Q: 3 clusters Score -1.280168e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146564 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -12801901.000000 Penalty: 3869.638916
	Iteration 15Q: 3 clusters Score -1.28019e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146583 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -12802015.000000 Penalty: 3869.638916
	Iteration 16Q: 3 clusters Score -1.280202e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146606 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12802054.000000 Penalty: 3869.638916
	Iteration 17Q: 3 clusters Score -1.280205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12802076.000000 Penalty: 3869.638916
	Iteration 18Q: 3 clusters Score -1.280208e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146609 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -12802081.000000 Penalty: 3869.638916
	Iteration 19Q: 3 clusters Score -1.280208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12802092.000000 Penalty: 3869.638916
	Iteration 20F: 3 clusters Score -1.280209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146605 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12802120.000000 Penalty: 3869.638916
	Iteration 21Q: 3 clusters Score -1.280212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12802120.000000 Penalty: 3869.638916
	Iteration 22Q: 3 clusters Score -1.280212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146598 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -12802119.000000 Penalty: 3869.638916
	Iteration 23Q: 3 clusters Score -1.280212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146600 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12802120.000000 Penalty: 3869.638916
	Iteration 24Q: 3 clusters Score -1.280212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146601 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12802126.000000 Penalty: 3869.638916
	Iteration 25Q: 3 clusters Score -1.280213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146602 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12802125.000000 Penalty: 3869.638916
	Iteration 26Q: 3 clusters Score -1.280212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146602 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12802125.000000 Penalty: 3869.638916
	Iteration 27F: 3 clusters Score -1.280212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 146602 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 15 contains 6283 members 
Mstep: Class 17 contains 289663 members 
Mstep: Class 19 contains 17732 members 
Mstep: Class 21 contains 16651 members 
Mstep: Class 22 contains 11335 members 
Entering Unmasked Estep 
Score: -45687884.000000 Penalty: 29964.625000
Splitting cluster 12 changes total score from -45686772.000000 to -45687884.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 14 (7732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Entering Unmasked Estep 
Score: -691608.750000 Penalty: 1454.882446
	Iteration 0F: 2 clusters Score -691608.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -685911.937500 Penalty: 2909.764893
	Iteration 0F: 3 clusters Score -685911.9 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -687703.812500 Penalty: 2909.764893
	Iteration 1F: 3 clusters Score -687703.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -687945.562500 Penalty: 2909.764893
	Iteration 2F: 3 clusters Score -687945.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -688134.000000 Penalty: 2909.764893
	Iteration 3F: 3 clusters Score -688134 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -688287.375000 Penalty: 2909.764893
	Iteration 4Q: 3 clusters Score -688287.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -688417.625000 Penalty: 2909.764893
	Iteration 5Q: 3 clusters Score -688417.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -688544.187500 Penalty: 2909.764893
	Iteration 6Q: 3 clusters Score -688544.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -688654.750000 Penalty: 2909.764893
	Iteration 7Q: 3 clusters Score -688654.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -688755.937500 Penalty: 2909.764893
	Iteration 8Q: 3 clusters Score -688755.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -688853.875000 Penalty: 2909.764893
	Iteration 9Q: 3 clusters Score -688853.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -688969.250000 Penalty: 2909.764893
	Iteration 10Q: 3 clusters Score -688969.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -689101.125000 Penalty: 2909.764893
	Iteration 11Q: 3 clusters Score -689101.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -689241.437500 Penalty: 2909.764893
	Iteration 12Q: 3 clusters Score -689241.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -689364.312500 Penalty: 2909.764893
	Iteration 13Q: 3 clusters Score -689364.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -689454.000000 Penalty: 2909.764893
	Iteration 14Q: 3 clusters Score -689454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -689527.625000 Penalty: 2909.764893
	Iteration 15Q: 3 clusters Score -689527.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -689584.687500 Penalty: 2909.764893
	Iteration 16Q: 3 clusters Score -689584.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -689630.000000 Penalty: 2909.764893
	Iteration 17Q: 3 clusters Score -689630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -689671.937500 Penalty: 2909.764893
	Iteration 18Q: 3 clusters Score -689671.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -689710.062500 Penalty: 2909.764893
	Iteration 19Q: 3 clusters Score -689710.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -689737.500000 Penalty: 2909.764893
	Iteration 20F: 3 clusters Score -689737.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -689759.875000 Penalty: 2909.764893
	Iteration 21Q: 3 clusters Score -689759.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -689779.687500 Penalty: 2909.764893
	Iteration 22Q: 3 clusters Score -689779.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -689796.562500 Penalty: 2909.764893
	Iteration 23Q: 3 clusters Score -689796.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -689807.875000 Penalty: 2909.764893
	Iteration 24Q: 3 clusters Score -689807.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -689815.375000 Penalty: 2909.764893
	Iteration 25Q: 3 clusters Score -689815.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -689821.625000 Penalty: 2909.764893
	Iteration 26Q: 3 clusters Score -689821.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -689828.437500 Penalty: 2909.764893
	Iteration 27Q: 3 clusters Score -689828.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -689834.937500 Penalty: 2909.764893
	Iteration 28Q: 3 clusters Score -689834.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -689842.562500 Penalty: 2909.764893
	Iteration 29Q: 3 clusters Score -689842.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -689851.875000 Penalty: 2909.764893
	Iteration 30Q: 3 clusters Score -689851.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -689860.062500 Penalty: 2909.764893
	Iteration 31Q: 3 clusters Score -689860.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -689866.500000 Penalty: 2909.764893
	Iteration 32Q: 3 clusters Score -689866.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -689873.187500 Penalty: 2909.764893
	Iteration 33Q: 3 clusters Score -689873.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -689881.562500 Penalty: 2909.764893
	Iteration 34Q: 3 clusters Score -689881.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -689888.875000 Penalty: 2909.764893
	Iteration 35Q: 3 clusters Score -689888.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -689896.812500 Penalty: 2909.764893
	Iteration 36Q: 3 clusters Score -689896.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -689905.937500 Penalty: 2909.764893
	Iteration 37Q: 3 clusters Score -689905.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -689922.187500 Penalty: 2909.764893
	Iteration 38Q: 3 clusters Score -689922.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -689939.062500 Penalty: 2909.764893
	Iteration 39Q: 3 clusters Score -689939.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -689964.437500 Penalty: 2909.764893
	Iteration 40F: 3 clusters Score -689964.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -689988.125000 Penalty: 2909.764893
	Iteration 41Q: 3 clusters Score -689988.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -690027.187500 Penalty: 2909.764893
	Iteration 42Q: 3 clusters Score -690027.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -690079.312500 Penalty: 2909.764893
	Iteration 43Q: 3 clusters Score -690079.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -690133.187500 Penalty: 2909.764893
	Iteration 44Q: 3 clusters Score -690133.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -690178.875000 Penalty: 2909.764893
	Iteration 45Q: 3 clusters Score -690178.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -690217.062500 Penalty: 2909.764893
	Iteration 46Q: 3 clusters Score -690217.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -690247.500000 Penalty: 2909.764893
	Iteration 47Q: 3 clusters Score -690247.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -690273.500000 Penalty: 2909.764893
	Iteration 48Q: 3 clusters Score -690273.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -690293.312500 Penalty: 2909.764893
	Iteration 49Q: 3 clusters Score -690293.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -690311.562500 Penalty: 2909.764893
	Iteration 50Q: 3 clusters Score -690311.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -690322.750000 Penalty: 2909.764893
	Iteration 51Q: 3 clusters Score -690322.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -690333.312500 Penalty: 2909.764893
	Iteration 52Q: 3 clusters Score -690333.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -690337.562500 Penalty: 2909.764893
	Iteration 53Q: 3 clusters Score -690337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -690341.000000 Penalty: 2909.764893
	Iteration 54Q: 3 clusters Score -690341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -690345.812500 Penalty: 2909.764893
	Iteration 55Q: 3 clusters Score -690345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -690346.187500 Penalty: 2909.764893
	Iteration 56Q: 3 clusters Score -690346.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -690351.312500 Penalty: 2909.764893
	Iteration 57Q: 3 clusters Score -690351.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -690351.250000 Penalty: 2909.764893
	Iteration 58Q: 3 clusters Score -690351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -690355.000000 Penalty: 2909.764893
	Iteration 59Q: 3 clusters Score -690355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -690355.062500 Penalty: 2909.764893
	Iteration 60F: 3 clusters Score -690355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -690356.562500 Penalty: 2909.764893
	Iteration 61Q: 3 clusters Score -690356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -690356.750000 Penalty: 2909.764893
	Iteration 62Q: 3 clusters Score -690356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -690356.812500 Penalty: 2909.764893
	Iteration 63Q: 3 clusters Score -690356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -690356.812500 Penalty: 2909.764893
	Iteration 64Q: 3 clusters Score -690356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -690355.062500 Penalty: 2909.764893
	Iteration 65Q: 3 clusters Score -690355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -690355.125000 Penalty: 2909.764893
	Iteration 66Q: 3 clusters Score -690355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -690355.375000 Penalty: 2909.764893
	Iteration 67Q: 3 clusters Score -690355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -690355.375000 Penalty: 2909.764893
	Iteration 68F: 3 clusters Score -690355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -557364.062500 Penalty: 1421.160400
	Iteration 0F: 2 clusters Score -557364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -552520.312500 Penalty: 2842.320801
	Iteration 0F: 3 clusters Score -552520.3 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -553928.687500 Penalty: 2842.320801
	Iteration 1F: 3 clusters Score -553928.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -554089.875000 Penalty: 2842.320801
	Iteration 2F: 3 clusters Score -554089.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -554192.937500 Penalty: 2842.320801
	Iteration 3Q: 3 clusters Score -554192.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -554298.187500 Penalty: 2842.320801
	Iteration 4Q: 3 clusters Score -554298.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -554382.812500 Penalty: 2842.320801
	Iteration 5Q: 3 clusters Score -554382.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -554473.500000 Penalty: 2842.320801
	Iteration 6Q: 3 clusters Score -554473.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -554589.000000 Penalty: 2842.320801
	Iteration 7Q: 3 clusters Score -554589 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -554733.562500 Penalty: 2842.320801
	Iteration 8Q: 3 clusters Score -554733.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -554892.312500 Penalty: 2842.320801
	Iteration 9Q: 3 clusters Score -554892.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -555037.125000 Penalty: 2842.320801
	Iteration 10Q: 3 clusters Score -555037.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -555210.000000 Penalty: 2842.320801
	Iteration 11Q: 3 clusters Score -555210 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -555367.875000 Penalty: 2842.320801
	Iteration 12Q: 3 clusters Score -555367.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -555479.187500 Penalty: 2842.320801
	Iteration 13Q: 3 clusters Score -555479.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -555572.437500 Penalty: 2842.320801
	Iteration 14Q: 3 clusters Score -555572.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -555667.375000 Penalty: 2842.320801
	Iteration 15Q: 3 clusters Score -555667.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -555748.187500 Penalty: 2842.320801
	Iteration 16Q: 3 clusters Score -555748.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -555822.437500 Penalty: 2842.320801
	Iteration 17Q: 3 clusters Score -555822.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -555928.062500 Penalty: 2842.320801
	Iteration 18Q: 3 clusters Score -555928.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -556091.687500 Penalty: 2842.320801
	Iteration 19Q: 3 clusters Score -556091.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -556271.250000 Penalty: 2842.320801
	Iteration 20F: 3 clusters Score -556271.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -556408.812500 Penalty: 2842.320801
	Iteration 21Q: 3 clusters Score -556408.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -556472.625000 Penalty: 2842.320801
	Iteration 22Q: 3 clusters Score -556472.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -556513.687500 Penalty: 2842.320801
	Iteration 23Q: 3 clusters Score -556513.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -556529.625000 Penalty: 2842.320801
	Iteration 24Q: 3 clusters Score -556529.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -556538.562500 Penalty: 2842.320801
	Iteration 25Q: 3 clusters Score -556538.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -556545.375000 Penalty: 2842.320801
	Iteration 26Q: 3 clusters Score -556545.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -556550.312500 Penalty: 2842.320801
	Iteration 27Q: 3 clusters Score -556550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -556551.875000 Penalty: 2842.320801
	Iteration 28Q: 3 clusters Score -556551.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -556553.187500 Penalty: 2842.320801
	Iteration 29Q: 3 clusters Score -556553.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -556555.750000 Penalty: 2842.320801
	Iteration 30Q: 3 clusters Score -556555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -556556.875000 Penalty: 2842.320801
	Iteration 31Q: 3 clusters Score -556556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -556558.875000 Penalty: 2842.320801
	Iteration 32Q: 3 clusters Score -556558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -556559.625000 Penalty: 2842.320801
	Iteration 33Q: 3 clusters Score -556559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -556559.500000 Penalty: 2842.320801
	Iteration 34Q: 3 clusters Score -556559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -556559.625000 Penalty: 2842.320801
	Iteration 35Q: 3 clusters Score -556559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -556559.812500 Penalty: 2842.320801
	Iteration 36Q: 3 clusters Score -556559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -556561.250000 Penalty: 2842.320801
	Iteration 37Q: 3 clusters Score -556561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -556562.125000 Penalty: 2842.320801
	Iteration 38Q: 3 clusters Score -556562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -556562.937500 Penalty: 2842.320801
	Iteration 39Q: 3 clusters Score -556562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -556562.125000 Penalty: 2842.320801
	Iteration 40F: 3 clusters Score -556562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -556562.125000 Penalty: 2842.320801
	Iteration 41Q: 3 clusters Score -556562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -556562.125000 Penalty: 2842.320801
	Iteration 42F: 3 clusters Score -556562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (289663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289663 members 
Entering Unmasked Estep 
Score: -25934560.000000 Penalty: 2043.676880
	Iteration 0F: 2 clusters Score -2.593456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 145076 members 
Entering Unmasked Estep 
Score: -25751056.000000 Penalty: 4087.353760
	Iteration 0F: 3 clusters Score -2.575106e+07 nChanged 140905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139342 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -25835372.000000 Penalty: 4087.353760
	Iteration 1F: 3 clusters Score -2.583537e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 153607 members 
Entering Unmasked Estep 
Score: -25837382.000000 Penalty: 4087.353760
	Iteration 2Q: 3 clusters Score -2.583738e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130955 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -25840432.000000 Penalty: 4087.353760
	Iteration 3Q: 3 clusters Score -2.584043e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 166262 members 
Entering Unmasked Estep 
Score: -25845802.000000 Penalty: 4087.353760
	Iteration 4Q: 3 clusters Score -2.58458e+07 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -25854228.000000 Penalty: 4087.353760
	Iteration 5F: 3 clusters Score -2.585423e+07 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 189117 members 
Entering Unmasked Estep 
Score: -25865218.000000 Penalty: 4087.353760
	Iteration 6F: 3 clusters Score -2.586522e+07 nChanged 19488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 201605 members 
Entering Unmasked Estep 
Score: -25878952.000000 Penalty: 4087.353760
	Iteration 7F: 3 clusters Score -2.587895e+07 nChanged 18189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 210842 members 
Entering Unmasked Estep 
Score: -25892902.000000 Penalty: 4087.353760
	Iteration 8F: 3 clusters Score -2.58929e+07 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 215561 members 
Entering Unmasked Estep 
Score: -25902666.000000 Penalty: 4087.353760
	Iteration 9F: 3 clusters Score -2.590267e+07 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 217158 members 
Entering Unmasked Estep 
Score: -25907704.000000 Penalty: 4087.353760
	Iteration 10Q: 3 clusters Score -2.59077e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 217641 members 
Entering Unmasked Estep 
Score: -25909790.000000 Penalty: 4087.353760
	Iteration 11Q: 3 clusters Score -2.590979e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71809 members 
Mstep: Class 2 contains 217854 members 
Entering Unmasked Estep 
Score: -25911108.000000 Penalty: 4087.353760
	Iteration 12Q: 3 clusters Score -2.591111e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 218211 members 
Entering Unmasked Estep 
Score: -25911906.000000 Penalty: 4087.353760
	Iteration 13Q: 3 clusters Score -2.591191e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 218784 members 
Entering Unmasked Estep 
Score: -25912550.000000 Penalty: 4087.353760
	Iteration 14Q: 3 clusters Score -2.591255e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 219441 members 
Entering Unmasked Estep 
Score: -25913318.000000 Penalty: 4087.353760
	Iteration 15Q: 3 clusters Score -2.591332e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 220321 members 
Entering Unmasked Estep 
Score: -25914056.000000 Penalty: 4087.353760
	Iteration 16Q: 3 clusters Score -2.591406e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 221425 members 
Entering Unmasked Estep 
Score: -25915090.000000 Penalty: 4087.353760
	Iteration 17Q: 3 clusters Score -2.591509e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 222755 members 
Entering Unmasked Estep 
Score: -25916166.000000 Penalty: 4087.353760
	Iteration 18Q: 3 clusters Score -2.591617e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 224224 members 
Entering Unmasked Estep 
Score: -25917210.000000 Penalty: 4087.353760
	Iteration 19Q: 3 clusters Score -2.591721e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 225860 members 
Entering Unmasked Estep 
Score: -25918422.000000 Penalty: 4087.353760
	Iteration 20F: 3 clusters Score -2.591842e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 227736 members 
Entering Unmasked Estep 
Score: -25919734.000000 Penalty: 4087.353760
	Iteration 21Q: 3 clusters Score -2.591973e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 229778 members 
Entering Unmasked Estep 
Score: -25920942.000000 Penalty: 4087.353760
	Iteration 22Q: 3 clusters Score -2.592094e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 231946 members 
Entering Unmasked Estep 
Score: -25922326.000000 Penalty: 4087.353760
	Iteration 23Q: 3 clusters Score -2.592233e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 234246 members 
Entering Unmasked Estep 
Score: -25923794.000000 Penalty: 4087.353760
	Iteration 24Q: 3 clusters Score -2.592379e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 236493 members 
Entering Unmasked Estep 
Score: -25925252.000000 Penalty: 4087.353760
	Iteration 25Q: 3 clusters Score -2.592525e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 238707 members 
Entering Unmasked Estep 
Score: -25926336.000000 Penalty: 4087.353760
	Iteration 26Q: 3 clusters Score -2.592634e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 240928 members 
Entering Unmasked Estep 
Score: -25927324.000000 Penalty: 4087.353760
	Iteration 27Q: 3 clusters Score -2.592732e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 243028 members 
Entering Unmasked Estep 
Score: -25928228.000000 Penalty: 4087.353760
	Iteration 28Q: 3 clusters Score -2.592823e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 245019 members 
Entering Unmasked Estep 
Score: -25928822.000000 Penalty: 4087.353760
	Iteration 29Q: 3 clusters Score -2.592882e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 246807 members 
Entering Unmasked Estep 
Score: -25929164.000000 Penalty: 4087.353760
	Iteration 30Q: 3 clusters Score -2.592916e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 248507 members 
Entering Unmasked Estep 
Score: -25929460.000000 Penalty: 4087.353760
	Iteration 31Q: 3 clusters Score -2.592946e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 250120 members 
Entering Unmasked Estep 
Score: -25929736.000000 Penalty: 4087.353760
	Iteration 32Q: 3 clusters Score -2.592974e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 251621 members 
Entering Unmasked Estep 
Score: -25929956.000000 Penalty: 4087.353760
	Iteration 33Q: 3 clusters Score -2.592996e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 252991 members 
Entering Unmasked Estep 
Score: -25930120.000000 Penalty: 4087.353760
	Iteration 34Q: 3 clusters Score -2.593012e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 254265 members 
Entering Unmasked Estep 
Score: -25930134.000000 Penalty: 4087.353760
	Iteration 35Q: 3 clusters Score -2.593013e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 255453 members 
Entering Unmasked Estep 
Score: -25930132.000000 Penalty: 4087.353760
	Iteration 36Q: 3 clusters Score -2.593013e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 256527 members 
Entering Unmasked Estep 
Score: -25930256.000000 Penalty: 4087.353760
	Iteration 37Q: 3 clusters Score -2.593026e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 257525 members 
Entering Unmasked Estep 
Score: -25930368.000000 Penalty: 4087.353760
	Iteration 38Q: 3 clusters Score -2.593037e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 258464 members 
Entering Unmasked Estep 
Score: -25930388.000000 Penalty: 4087.353760
	Iteration 39Q: 3 clusters Score -2.593039e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 259412 members 
Entering Unmasked Estep 
Score: -25930434.000000 Penalty: 4087.353760
	Iteration 40F: 3 clusters Score -2.593043e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 260287 members 
Entering Unmasked Estep 
Score: -25930522.000000 Penalty: 4087.353760
	Iteration 41Q: 3 clusters Score -2.593052e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 261112 members 
Entering Unmasked Estep 
Score: -25930590.000000 Penalty: 4087.353760
	Iteration 42Q: 3 clusters Score -2.593059e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 261945 members 
Entering Unmasked Estep 
Score: -25930806.000000 Penalty: 4087.353760
	Iteration 43Q: 3 clusters Score -2.593081e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 262761 members 
Entering Unmasked Estep 
Score: -25930940.000000 Penalty: 4087.353760
	Iteration 44Q: 3 clusters Score -2.593094e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 263572 members 
Entering Unmasked Estep 
Score: -25931070.000000 Penalty: 4087.353760
	Iteration 45Q: 3 clusters Score -2.593107e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 264300 members 
Entering Unmasked Estep 
Score: -25931174.000000 Penalty: 4087.353760
	Iteration 46Q: 3 clusters Score -2.593117e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 264979 members 
Entering Unmasked Estep 
Score: -25931266.000000 Penalty: 4087.353760
	Iteration 47Q: 3 clusters Score -2.593127e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 265642 members 
Entering Unmasked Estep 
Score: -25931208.000000 Penalty: 4087.353760
	Iteration 48Q: 3 clusters Score -2.593121e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 266242 members 
Entering Unmasked Estep 
Score: -25931114.000000 Penalty: 4087.353760
	Iteration 49Q: 3 clusters Score -2.593111e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 266825 members 
Entering Unmasked Estep 
Score: -25931146.000000 Penalty: 4087.353760
	Iteration 50Q: 3 clusters Score -2.593115e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 267410 members 
Entering Unmasked Estep 
Score: -25931186.000000 Penalty: 4087.353760
	Iteration 51Q: 3 clusters Score -2.593119e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 267952 members 
Entering Unmasked Estep 
Score: -25931254.000000 Penalty: 4087.353760
	Iteration 52Q: 3 clusters Score -2.593125e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 268450 members 
Entering Unmasked Estep 
Score: -25931314.000000 Penalty: 4087.353760
	Iteration 53Q: 3 clusters Score -2.593131e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 268930 members 
Entering Unmasked Estep 
Score: -25931404.000000 Penalty: 4087.353760
	Iteration 54Q: 3 clusters Score -2.59314e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 269388 members 
Entering Unmasked Estep 
Score: -25931412.000000 Penalty: 4087.353760
	Iteration 55Q: 3 clusters Score -2.593141e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 269813 members 
Entering Unmasked Estep 
Score: -25931354.000000 Penalty: 4087.353760
	Iteration 56Q: 3 clusters Score -2.593135e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 270217 members 
Entering Unmasked Estep 
Score: -25931344.000000 Penalty: 4087.353760
	Iteration 57Q: 3 clusters Score -2.593134e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 270603 members 
Entering Unmasked Estep 
Score: -25931388.000000 Penalty: 4087.353760
	Iteration 58Q: 3 clusters Score -2.593139e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 270976 members 
Entering Unmasked Estep 
Score: -25931340.000000 Penalty: 4087.353760
	Iteration 59Q: 3 clusters Score -2.593134e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 271376 members 
Entering Unmasked Estep 
Score: -25931316.000000 Penalty: 4087.353760
	Iteration 60F: 3 clusters Score -2.593132e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 271751 members 
Entering Unmasked Estep 
Score: -25931314.000000 Penalty: 4087.353760
	Iteration 61Q: 3 clusters Score -2.593131e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 272100 members 
Entering Unmasked Estep 
Score: -25931360.000000 Penalty: 4087.353760
	Iteration 62Q: 3 clusters Score -2.593136e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 272451 members 
Entering Unmasked Estep 
Score: -25931432.000000 Penalty: 4087.353760
	Iteration 63Q: 3 clusters Score -2.593143e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 272837 members 
Entering Unmasked Estep 
Score: -25931386.000000 Penalty: 4087.353760
	Iteration 64Q: 3 clusters Score -2.593139e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 273215 members 
Entering Unmasked Estep 
Score: -25931442.000000 Penalty: 4087.353760
	Iteration 65Q: 3 clusters Score -2.593144e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 273579 members 
Entering Unmasked Estep 
Score: -25931370.000000 Penalty: 4087.353760
	Iteration 66Q: 3 clusters Score -2.593137e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 273925 members 
Entering Unmasked Estep 
Score: -25931400.000000 Penalty: 4087.353760
	Iteration 67Q: 3 clusters Score -2.59314e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 274271 members 
Entering Unmasked Estep 
Score: -25931448.000000 Penalty: 4087.353760
	Iteration 68Q: 3 clusters Score -2.593145e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 274598 members 
Entering Unmasked Estep 
Score: -25931486.000000 Penalty: 4087.353760
	Iteration 69Q: 3 clusters Score -2.593149e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 274932 members 
Entering Unmasked Estep 
Score: -25931550.000000 Penalty: 4087.353760
	Iteration 70Q: 3 clusters Score -2.593155e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 275239 members 
Entering Unmasked Estep 
Score: -25931592.000000 Penalty: 4087.353760
	Iteration 71Q: 3 clusters Score -2.593159e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 275523 members 
Entering Unmasked Estep 
Score: -25931576.000000 Penalty: 4087.353760
	Iteration 72Q: 3 clusters Score -2.593158e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 275805 members 
Entering Unmasked Estep 
Score: -25931678.000000 Penalty: 4087.353760
	Iteration 73Q: 3 clusters Score -2.593168e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 276094 members 
Entering Unmasked Estep 
Score: -25931714.000000 Penalty: 4087.353760
	Iteration 74Q: 3 clusters Score -2.593171e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 276372 members 
Entering Unmasked Estep 
Score: -25931696.000000 Penalty: 4087.353760
	Iteration 75Q: 3 clusters Score -2.59317e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 276635 members 
Entering Unmasked Estep 
Score: -25931674.000000 Penalty: 4087.353760
	Iteration 76Q: 3 clusters Score -2.593167e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 276893 members 
Entering Unmasked Estep 
Score: -25931724.000000 Penalty: 4087.353760
	Iteration 77Q: 3 clusters Score -2.593172e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 277150 members 
Entering Unmasked Estep 
Score: -25931796.000000 Penalty: 4087.353760
	Iteration 78Q: 3 clusters Score -2.59318e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 277421 members 
Entering Unmasked Estep 
Score: -25931830.000000 Penalty: 4087.353760
	Iteration 79Q: 3 clusters Score -2.593183e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 277692 members 
Entering Unmasked Estep 
Score: -25931846.000000 Penalty: 4087.353760
	Iteration 80F: 3 clusters Score -2.593185e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 277945 members 
Entering Unmasked Estep 
Score: -25931842.000000 Penalty: 4087.353760
	Iteration 81Q: 3 clusters Score -2.593184e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 278181 members 
Entering Unmasked Estep 
Score: -25931906.000000 Penalty: 4087.353760
	Iteration 82Q: 3 clusters Score -2.593191e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 278415 members 
Entering Unmasked Estep 
Score: -25931954.000000 Penalty: 4087.353760
	Iteration 83Q: 3 clusters Score -2.593195e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 278633 members 
Entering Unmasked Estep 
Score: -25931920.000000 Penalty: 4087.353760
	Iteration 84Q: 3 clusters Score -2.593192e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 278843 members 
Entering Unmasked Estep 
Score: -25931926.000000 Penalty: 4087.353760
	Iteration 85Q: 3 clusters Score -2.593193e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 279039 members 
Entering Unmasked Estep 
Score: -25931968.000000 Penalty: 4087.353760
	Iteration 86Q: 3 clusters Score -2.593197e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 279222 members 
Entering Unmasked Estep 
Score: -25932038.000000 Penalty: 4087.353760
	Iteration 87Q: 3 clusters Score -2.593204e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 279394 members 
Entering Unmasked Estep 
Score: -25932012.000000 Penalty: 4087.353760
	Iteration 88Q: 3 clusters Score -2.593201e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 279539 members 
Entering Unmasked Estep 
Score: -25931988.000000 Penalty: 4087.353760
	Iteration 89Q: 3 clusters Score -2.593199e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 279686 members 
Entering Unmasked Estep 
Score: -25932020.000000 Penalty: 4087.353760
	Iteration 90Q: 3 clusters Score -2.593202e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 279826 members 
Entering Unmasked Estep 
Score: -25932084.000000 Penalty: 4087.353760
	Iteration 91Q: 3 clusters Score -2.593208e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 279968 members 
Entering Unmasked Estep 
Score: -25932108.000000 Penalty: 4087.353760
	Iteration 92Q: 3 clusters Score -2.593211e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 280106 members 
Entering Unmasked Estep 
Score: -25932150.000000 Penalty: 4087.353760
	Iteration 93Q: 3 clusters Score -2.593215e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 280243 members 
Entering Unmasked Estep 
Score: -25932138.000000 Penalty: 4087.353760
	Iteration 94Q: 3 clusters Score -2.593214e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 280369 members 
Entering Unmasked Estep 
Score: -25932180.000000 Penalty: 4087.353760
	Iteration 95Q: 3 clusters Score -2.593218e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 280477 members 
Entering Unmasked Estep 
Score: -25932206.000000 Penalty: 4087.353760
	Iteration 96Q: 3 clusters Score -2.593221e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 280594 members 
Entering Unmasked Estep 
Score: -25932210.000000 Penalty: 4087.353760
	Iteration 97Q: 3 clusters Score -2.593221e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 280718 members 
Entering Unmasked Estep 
Score: -25932202.000000 Penalty: 4087.353760
	Iteration 98Q: 3 clusters Score -2.59322e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 280818 members 
Entering Unmasked Estep 
Score: -25932244.000000 Penalty: 4087.353760
	Iteration 99Q: 3 clusters Score -2.593224e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 280938 members 
Entering Unmasked Estep 
Score: -25932226.000000 Penalty: 4087.353760
	Iteration 100F: 3 clusters Score -2.593223e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 281035 members 
Entering Unmasked Estep 
Score: -25932244.000000 Penalty: 4087.353760
	Iteration 101Q: 3 clusters Score -2.593224e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 281139 members 
Entering Unmasked Estep 
Score: -25932266.000000 Penalty: 4087.353760
	Iteration 102Q: 3 clusters Score -2.593227e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 281243 members 
Entering Unmasked Estep 
Score: -25932252.000000 Penalty: 4087.353760
	Iteration 103Q: 3 clusters Score -2.593225e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 281342 members 
Entering Unmasked Estep 
Score: -25932288.000000 Penalty: 4087.353760
	Iteration 104Q: 3 clusters Score -2.593229e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 281444 members 
Entering Unmasked Estep 
Score: -25932328.000000 Penalty: 4087.353760
	Iteration 105Q: 3 clusters Score -2.593233e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 281552 members 
Entering Unmasked Estep 
Score: -25932312.000000 Penalty: 4087.353760
	Iteration 106Q: 3 clusters Score -2.593231e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 281654 members 
Entering Unmasked Estep 
Score: -25932388.000000 Penalty: 4087.353760
	Iteration 107Q: 3 clusters Score -2.593239e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 281755 members 
Entering Unmasked Estep 
Score: -25932456.000000 Penalty: 4087.353760
	Iteration 108Q: 3 clusters Score -2.593246e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 281866 members 
Entering Unmasked Estep 
Score: -25932450.000000 Penalty: 4087.353760
	Iteration 109Q: 3 clusters Score -2.593245e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 281960 members 
Entering Unmasked Estep 
Score: -25932474.000000 Penalty: 4087.353760
	Iteration 110Q: 3 clusters Score -2.593247e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 282048 members 
Entering Unmasked Estep 
Score: -25932478.000000 Penalty: 4087.353760
	Iteration 111Q: 3 clusters Score -2.593248e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 282137 members 
Entering Unmasked Estep 
Score: -25932546.000000 Penalty: 4087.353760
	Iteration 112Q: 3 clusters Score -2.593255e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 282235 members 
Entering Unmasked Estep 
Score: -25932560.000000 Penalty: 4087.353760
	Iteration 113Q: 3 clusters Score -2.593256e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 282335 members 
Entering Unmasked Estep 
Score: -25932546.000000 Penalty: 4087.353760
	Iteration 114Q: 3 clusters Score -2.593255e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 282421 members 
Entering Unmasked Estep 
Score: -25932568.000000 Penalty: 4087.353760
	Iteration 115Q: 3 clusters Score -2.593257e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 282506 members 
Entering Unmasked Estep 
Score: -25932532.000000 Penalty: 4087.353760
	Iteration 116Q: 3 clusters Score -2.593253e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 282611 members 
Entering Unmasked Estep 
Score: -25932562.000000 Penalty: 4087.353760
	Iteration 117Q: 3 clusters Score -2.593256e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 282718 members 
Entering Unmasked Estep 
Score: -25932566.000000 Penalty: 4087.353760
	Iteration 118Q: 3 clusters Score -2.593257e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 282833 members 
Entering Unmasked Estep 
Score: -25932544.000000 Penalty: 4087.353760
	Iteration 119Q: 3 clusters Score -2.593254e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 282946 members 
Entering Unmasked Estep 
Score: -25932562.000000 Penalty: 4087.353760
	Iteration 120F: 3 clusters Score -2.593256e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 283061 members 
Entering Unmasked Estep 
Score: -25932588.000000 Penalty: 4087.353760
	Iteration 121Q: 3 clusters Score -2.593259e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 283167 members 
Entering Unmasked Estep 
Score: -25932596.000000 Penalty: 4087.353760
	Iteration 122Q: 3 clusters Score -2.59326e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 283255 members 
Entering Unmasked Estep 
Score: -25932684.000000 Penalty: 4087.353760
	Iteration 123Q: 3 clusters Score -2.593268e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 283332 members 
Entering Unmasked Estep 
Score: -25932702.000000 Penalty: 4087.353760
	Iteration 124Q: 3 clusters Score -2.59327e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 283433 members 
Entering Unmasked Estep 
Score: -25932710.000000 Penalty: 4087.353760
	Iteration 125Q: 3 clusters Score -2.593271e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 283520 members 
Entering Unmasked Estep 
Score: -25932684.000000 Penalty: 4087.353760
	Iteration 126Q: 3 clusters Score -2.593268e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 283593 members 
Entering Unmasked Estep 
Score: -25932676.000000 Penalty: 4087.353760
	Iteration 127Q: 3 clusters Score -2.593268e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 283658 members 
Entering Unmasked Estep 
Score: -25932662.000000 Penalty: 4087.353760
	Iteration 128Q: 3 clusters Score -2.593266e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 283722 members 
Entering Unmasked Estep 
Score: -25932666.000000 Penalty: 4087.353760
	Iteration 129Q: 3 clusters Score -2.593267e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 283794 members 
Entering Unmasked Estep 
Score: -25932692.000000 Penalty: 4087.353760
	Iteration 130Q: 3 clusters Score -2.593269e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 283864 members 
Entering Unmasked Estep 
Score: -25932710.000000 Penalty: 4087.353760
	Iteration 131Q: 3 clusters Score -2.593271e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 283933 members 
Entering Unmasked Estep 
Score: -25932728.000000 Penalty: 4087.353760
	Iteration 132Q: 3 clusters Score -2.593273e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 283983 members 
Entering Unmasked Estep 
Score: -25932734.000000 Penalty: 4087.353760
	Iteration 133Q: 3 clusters Score -2.593273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 284033 members 
Entering Unmasked Estep 
Score: -25932756.000000 Penalty: 4087.353760
	Iteration 134Q: 3 clusters Score -2.593276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 284095 members 
Entering Unmasked Estep 
Score: -25932806.000000 Penalty: 4087.353760
	Iteration 135Q: 3 clusters Score -2.593281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 284150 members 
Entering Unmasked Estep 
Score: -25932822.000000 Penalty: 4087.353760
	Iteration 136Q: 3 clusters Score -2.593282e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 284210 members 
Entering Unmasked Estep 
Score: -25932778.000000 Penalty: 4087.353760
	Iteration 137Q: 3 clusters Score -2.593278e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 284271 members 
Entering Unmasked Estep 
Score: -25932790.000000 Penalty: 4087.353760
	Iteration 138Q: 3 clusters Score -2.593279e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 284348 members 
Entering Unmasked Estep 
Score: -25932808.000000 Penalty: 4087.353760
	Iteration 139Q: 3 clusters Score -2.593281e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 284431 members 
Entering Unmasked Estep 
Score: -25932822.000000 Penalty: 4087.353760
	Iteration 140F: 3 clusters Score -2.593282e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 284505 members 
Entering Unmasked Estep 
Score: -25932806.000000 Penalty: 4087.353760
	Iteration 141Q: 3 clusters Score -2.593281e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 284567 members 
Entering Unmasked Estep 
Score: -25932818.000000 Penalty: 4087.353760
	Iteration 142Q: 3 clusters Score -2.593282e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 284621 members 
Entering Unmasked Estep 
Score: -25932792.000000 Penalty: 4087.353760
	Iteration 143Q: 3 clusters Score -2.593279e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 284678 members 
Entering Unmasked Estep 
Score: -25932824.000000 Penalty: 4087.353760
	Iteration 144Q: 3 clusters Score -2.593282e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 284735 members 
Entering Unmasked Estep 
Score: -25932858.000000 Penalty: 4087.353760
	Iteration 145Q: 3 clusters Score -2.593286e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 284789 members 
Entering Unmasked Estep 
Score: -25932850.000000 Penalty: 4087.353760
	Iteration 146Q: 3 clusters Score -2.593285e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 284839 members 
Entering Unmasked Estep 
Score: -25932872.000000 Penalty: 4087.353760
	Iteration 147Q: 3 clusters Score -2.593287e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 284887 members 
Entering Unmasked Estep 
Score: -25932890.000000 Penalty: 4087.353760
	Iteration 148Q: 3 clusters Score -2.593289e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 284937 members 
Entering Unmasked Estep 
Score: -25932928.000000 Penalty: 4087.353760
	Iteration 149Q: 3 clusters Score -2.593293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 284979 members 
Entering Unmasked Estep 
Score: -25932924.000000 Penalty: 4087.353760
	Iteration 150Q: 3 clusters Score -2.593292e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 285027 members 
Entering Unmasked Estep 
Score: -25932936.000000 Penalty: 4087.353760
	Iteration 151Q: 3 clusters Score -2.593294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 285066 members 
Entering Unmasked Estep 
Score: -25932944.000000 Penalty: 4087.353760
	Iteration 152Q: 3 clusters Score -2.593294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 285101 members 
Entering Unmasked Estep 
Score: -25932958.000000 Penalty: 4087.353760
	Iteration 153Q: 3 clusters Score -2.593296e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 285141 members 
Entering Unmasked Estep 
Score: -25932966.000000 Penalty: 4087.353760
	Iteration 154Q: 3 clusters Score -2.593297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 285175 members 
Entering Unmasked Estep 
Score: -25932974.000000 Penalty: 4087.353760
	Iteration 155Q: 3 clusters Score -2.593297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 285211 members 
Entering Unmasked Estep 
Score: -25932992.000000 Penalty: 4087.353760
	Iteration 156Q: 3 clusters Score -2.593299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 285245 members 
Entering Unmasked Estep 
Score: -25932998.000000 Penalty: 4087.353760
	Iteration 157Q: 3 clusters Score -2.5933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 285272 members 
Entering Unmasked Estep 
Score: -25932982.000000 Penalty: 4087.353760
	Iteration 158Q: 3 clusters Score -2.593298e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 285295 members 
Entering Unmasked Estep 
Score: -25932976.000000 Penalty: 4087.353760
	Iteration 159Q: 3 clusters Score -2.593298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 285312 members 
Entering Unmasked Estep 
Score: -25932970.000000 Penalty: 4087.353760
	Iteration 160F: 3 clusters Score -2.593297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 285327 members 
Entering Unmasked Estep 
Score: -25932982.000000 Penalty: 4087.353760
	Iteration 161Q: 3 clusters Score -2.593298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 285345 members 
Entering Unmasked Estep 
Score: -25932984.000000 Penalty: 4087.353760
	Iteration 162Q: 3 clusters Score -2.593298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 285361 members 
Entering Unmasked Estep 
Score: -25932984.000000 Penalty: 4087.353760
	Iteration 163Q: 3 clusters Score -2.593298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 285376 members 
Entering Unmasked Estep 
Score: -25932992.000000 Penalty: 4087.353760
	Iteration 164Q: 3 clusters Score -2.593299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 285387 members 
Entering Unmasked Estep 
Score: -25933024.000000 Penalty: 4087.353760
	Iteration 165Q: 3 clusters Score -2.593302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 285399 members 
Entering Unmasked Estep 
Score: -25933010.000000 Penalty: 4087.353760
	Iteration 166Q: 3 clusters Score -2.593301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 285413 members 
Entering Unmasked Estep 
Score: -25933024.000000 Penalty: 4087.353760
	Iteration 167Q: 3 clusters Score -2.593302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 285428 members 
Entering Unmasked Estep 
Score: -25933026.000000 Penalty: 4087.353760
	Iteration 168Q: 3 clusters Score -2.593303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 285441 members 
Entering Unmasked Estep 
Score: -25933020.000000 Penalty: 4087.353760
	Iteration 169Q: 3 clusters Score -2.593302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 285450 members 
Entering Unmasked Estep 
Score: -25932998.000000 Penalty: 4087.353760
	Iteration 170Q: 3 clusters Score -2.5933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 285454 members 
Entering Unmasked Estep 
Score: -25933012.000000 Penalty: 4087.353760
	Iteration 171Q: 3 clusters Score -2.593301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 285460 members 
Entering Unmasked Estep 
Score: -25933008.000000 Penalty: 4087.353760
	Iteration 172Q: 3 clusters Score -2.593301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 285468 members 
Entering Unmasked Estep 
Score: -25933000.000000 Penalty: 4087.353760
	Iteration 173Q: 3 clusters Score -2.5933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 285475 members 
Entering Unmasked Estep 
Score: -25932994.000000 Penalty: 4087.353760
	Iteration 174Q: 3 clusters Score -2.593299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 285480 members 
Entering Unmasked Estep 
Score: -25932998.000000 Penalty: 4087.353760
	Iteration 175Q: 3 clusters Score -2.5933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 285484 members 
Entering Unmasked Estep 
Score: -25933002.000000 Penalty: 4087.353760
	Iteration 176Q: 3 clusters Score -2.5933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 285489 members 
Entering Unmasked Estep 
Score: -25933000.000000 Penalty: 4087.353760
	Iteration 177Q: 3 clusters Score -2.5933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 285499 members 
Entering Unmasked Estep 
Score: -25933000.000000 Penalty: 4087.353760
	Iteration 178Q: 3 clusters Score -2.5933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 285506 members 
Entering Unmasked Estep 
Score: -25933006.000000 Penalty: 4087.353760
	Iteration 179Q: 3 clusters Score -2.593301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 285511 members 
Entering Unmasked Estep 
Score: -25933024.000000 Penalty: 4087.353760
	Iteration 180F: 3 clusters Score -2.593302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 285517 members 
Entering Unmasked Estep 
Score: -25933024.000000 Penalty: 4087.353760
	Iteration 181Q: 3 clusters Score -2.593302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 285524 members 
Entering Unmasked Estep 
Score: -25933022.000000 Penalty: 4087.353760
	Iteration 182Q: 3 clusters Score -2.593302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 285533 members 
Entering Unmasked Estep 
Score: -25933018.000000 Penalty: 4087.353760
	Iteration 183Q: 3 clusters Score -2.593302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 285539 members 
Entering Unmasked Estep 
Score: -25933022.000000 Penalty: 4087.353760
	Iteration 184Q: 3 clusters Score -2.593302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 285548 members 
Entering Unmasked Estep 
Score: -25933040.000000 Penalty: 4087.353760
	Iteration 185Q: 3 clusters Score -2.593304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 285554 members 
Entering Unmasked Estep 
Score: -25933032.000000 Penalty: 4087.353760
	Iteration 186Q: 3 clusters Score -2.593303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 285561 members 
Entering Unmasked Estep 
Score: -25933038.000000 Penalty: 4087.353760
	Iteration 187Q: 3 clusters Score -2.593304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 285567 members 
Entering Unmasked Estep 
Score: -25933044.000000 Penalty: 4087.353760
	Iteration 188Q: 3 clusters Score -2.593304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 285569 members 
Entering Unmasked Estep 
Score: -25933030.000000 Penalty: 4087.353760
	Iteration 189Q: 3 clusters Score -2.593303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 285570 members 
Entering Unmasked Estep 
Score: -25933038.000000 Penalty: 4087.353760
	Iteration 190Q: 3 clusters Score -2.593304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 285572 members 
Entering Unmasked Estep 
Score: -25933030.000000 Penalty: 4087.353760
	Iteration 191Q: 3 clusters Score -2.593303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 285574 members 
Entering Unmasked Estep 
Score: -25933042.000000 Penalty: 4087.353760
	Iteration 192Q: 3 clusters Score -2.593304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 285574 members 
Entering Unmasked Estep 
Score: -25933042.000000 Penalty: 4087.353760
	Iteration 193Q: 3 clusters Score -2.593304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 285574 members 
Entering Unmasked Estep 
Score: -25933042.000000 Penalty: 4087.353760
	Iteration 194F: 3 clusters Score -2.593304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Entering Unmasked Estep 
Score: -1498036.500000 Penalty: 1589.757935
	Iteration 0F: 2 clusters Score -1498036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1485825.375000 Penalty: 3179.515869
	Iteration 0F: 3 clusters Score -1485825 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1490007.500000 Penalty: 3179.515869
	Iteration 1F: 3 clusters Score -1490008 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1490297.875000 Penalty: 3179.515869
	Iteration 2Q: 3 clusters Score -1490298 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1490549.500000 Penalty: 3179.515869
	Iteration 3Q: 3 clusters Score -1490550 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1490762.375000 Penalty: 3179.515869
	Iteration 4Q: 3 clusters Score -1490762 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1490971.000000 Penalty: 3179.515869
	Iteration 5Q: 3 clusters Score -1490971 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1491185.750000 Penalty: 3179.515869
	Iteration 6Q: 3 clusters Score -1491186 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1491425.500000 Penalty: 3179.515869
	Iteration 7Q: 3 clusters Score -1491426 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1491701.000000 Penalty: 3179.515869
	Iteration 8Q: 3 clusters Score -1491701 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1491999.250000 Penalty: 3179.515869
	Iteration 9Q: 3 clusters Score -1491999 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1492363.625000 Penalty: 3179.515869
	Iteration 10Q: 3 clusters Score -1492364 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1492790.375000 Penalty: 3179.515869
	Iteration 11Q: 3 clusters Score -1492790 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1493300.000000 Penalty: 3179.515869
	Iteration 12Q: 3 clusters Score -1493300 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1493893.375000 Penalty: 3179.515869
	Iteration 13Q: 3 clusters Score -1493893 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1494485.375000 Penalty: 3179.515869
	Iteration 14Q: 3 clusters Score -1494485 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -1495074.500000 Penalty: 3179.515869
	Iteration 15Q: 3 clusters Score -1495074 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1495564.125000 Penalty: 3179.515869
	Iteration 16Q: 3 clusters Score -1495564 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1495921.250000 Penalty: 3179.515869
	Iteration 17Q: 3 clusters Score -1495921 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1496182.125000 Penalty: 3179.515869
	Iteration 18Q: 3 clusters Score -1496182 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -1496372.750000 Penalty: 3179.515869
	Iteration 19Q: 3 clusters Score -1496373 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1496475.500000 Penalty: 3179.515869
	Iteration 20F: 3 clusters Score -1496476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -1496545.500000 Penalty: 3179.515869
	Iteration 21Q: 3 clusters Score -1496546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -1496590.625000 Penalty: 3179.515869
	Iteration 22Q: 3 clusters Score -1496591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1496635.000000 Penalty: 3179.515869
	Iteration 23Q: 3 clusters Score -1496635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1496659.625000 Penalty: 3179.515869
	Iteration 24Q: 3 clusters Score -1496660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1496679.625000 Penalty: 3179.515869
	Iteration 25Q: 3 clusters Score -1496680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1496696.125000 Penalty: 3179.515869
	Iteration 26Q: 3 clusters Score -1496696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1496706.250000 Penalty: 3179.515869
	Iteration 27Q: 3 clusters Score -1496706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1496718.000000 Penalty: 3179.515869
	Iteration 28Q: 3 clusters Score -1496718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1496731.375000 Penalty: 3179.515869
	Iteration 29Q: 3 clusters Score -1496731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -1496741.875000 Penalty: 3179.515869
	Iteration 30Q: 3 clusters Score -1496742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -1496749.250000 Penalty: 3179.515869
	Iteration 31Q: 3 clusters Score -1496749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1496755.250000 Penalty: 3179.515869
	Iteration 32Q: 3 clusters Score -1496755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1496762.625000 Penalty: 3179.515869
	Iteration 33Q: 3 clusters Score -1496763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1496764.375000 Penalty: 3179.515869
	Iteration 34Q: 3 clusters Score -1496764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -1496766.625000 Penalty: 3179.515869
	Iteration 35Q: 3 clusters Score -1496767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1496766.000000 Penalty: 3179.515869
	Iteration 36Q: 3 clusters Score -1496766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -1496769.250000 Penalty: 3179.515869
	Iteration 37Q: 3 clusters Score -1496769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1496768.250000 Penalty: 3179.515869
	Iteration 38Q: 3 clusters Score -1496768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1496769.125000 Penalty: 3179.515869
	Iteration 39Q: 3 clusters Score -1496769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1496770.625000 Penalty: 3179.515869
	Iteration 40F: 3 clusters Score -1496771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1496771.250000 Penalty: 3179.515869
	Iteration 41Q: 3 clusters Score -1496771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -1496770.875000 Penalty: 3179.515869
	Iteration 42Q: 3 clusters Score -1496771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1496772.500000 Penalty: 3179.515869
	Iteration 43Q: 3 clusters Score -1496772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1496774.500000 Penalty: 3179.515869
	Iteration 44Q: 3 clusters Score -1496774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -1496774.500000 Penalty: 3179.515869
	Iteration 45F: 3 clusters Score -1496774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (16651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Entering Unmasked Estep 
Score: -1493389.750000 Penalty: 1579.536621
	Iteration 0F: 2 clusters Score -1493390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1481887.375000 Penalty: 3159.073242
	Iteration 0F: 3 clusters Score -1481887 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1485913.625000 Penalty: 3159.073242
	Iteration 1F: 3 clusters Score -1485914 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1486230.875000 Penalty: 3159.073242
	Iteration 2Q: 3 clusters Score -1486231 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1486601.375000 Penalty: 3159.073242
	Iteration 3Q: 3 clusters Score -1486601 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1487063.125000 Penalty: 3159.073242
	Iteration 4F: 3 clusters Score -1487063 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1487681.375000 Penalty: 3159.073242
	Iteration 5F: 3 clusters Score -1487681 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1488431.000000 Penalty: 3159.073242
	Iteration 6F: 3 clusters Score -1488431 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1489312.000000 Penalty: 3159.073242
	Iteration 7F: 3 clusters Score -1489312 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1490375.000000 Penalty: 3159.073242
	Iteration 8F: 3 clusters Score -1490375 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1491302.875000 Penalty: 3159.073242
	Iteration 9F: 3 clusters Score -1491303 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1491869.125000 Penalty: 3159.073242
	Iteration 10Q: 3 clusters Score -1491869 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1492141.750000 Penalty: 3159.073242
	Iteration 11Q: 3 clusters Score -1492142 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1492274.750000 Penalty: 3159.073242
	Iteration 12Q: 3 clusters Score -1492275 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1492373.750000 Penalty: 3159.073242
	Iteration 13Q: 3 clusters Score -1492374 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1492428.000000 Penalty: 3159.073242
	Iteration 14Q: 3 clusters Score -1492428 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1492486.250000 Penalty: 3159.073242
	Iteration 15Q: 3 clusters Score -1492486 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1492532.250000 Penalty: 3159.073242
	Iteration 16Q: 3 clusters Score -1492532 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1492565.875000 Penalty: 3159.073242
	Iteration 17Q: 3 clusters Score -1492566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1492609.500000 Penalty: 3159.073242
	Iteration 18Q: 3 clusters Score -1492610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1492638.625000 Penalty: 3159.073242
	Iteration 19Q: 3 clusters Score -1492639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1492666.125000 Penalty: 3159.073242
	Iteration 20F: 3 clusters Score -1492666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1492692.375000 Penalty: 3159.073242
	Iteration 21Q: 3 clusters Score -1492692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1492708.750000 Penalty: 3159.073242
	Iteration 22Q: 3 clusters Score -1492709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1492721.750000 Penalty: 3159.073242
	Iteration 23Q: 3 clusters Score -1492722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1492736.125000 Penalty: 3159.073242
	Iteration 24Q: 3 clusters Score -1492736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1492744.250000 Penalty: 3159.073242
	Iteration 25Q: 3 clusters Score -1492744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1492754.125000 Penalty: 3159.073242
	Iteration 26Q: 3 clusters Score -1492754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1492764.875000 Penalty: 3159.073242
	Iteration 27Q: 3 clusters Score -1492765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1492772.375000 Penalty: 3159.073242
	Iteration 28Q: 3 clusters Score -1492772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1492778.000000 Penalty: 3159.073242
	Iteration 29Q: 3 clusters Score -1492778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1492786.125000 Penalty: 3159.073242
	Iteration 30Q: 3 clusters Score -1492786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1492786.375000 Penalty: 3159.073242
	Iteration 31Q: 3 clusters Score -1492786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1492790.000000 Penalty: 3159.073242
	Iteration 32Q: 3 clusters Score -1492790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1492787.250000 Penalty: 3159.073242
	Iteration 33Q: 3 clusters Score -1492787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1492789.125000 Penalty: 3159.073242
	Iteration 34Q: 3 clusters Score -1492789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1492792.500000 Penalty: 3159.073242
	Iteration 35Q: 3 clusters Score -1492792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1492798.500000 Penalty: 3159.073242
	Iteration 36Q: 3 clusters Score -1492798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1492799.250000 Penalty: 3159.073242
	Iteration 37Q: 3 clusters Score -1492799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1492803.625000 Penalty: 3159.073242
	Iteration 38Q: 3 clusters Score -1492804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1492805.250000 Penalty: 3159.073242
	Iteration 39Q: 3 clusters Score -1492805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1492805.750000 Penalty: 3159.073242
	Iteration 40F: 3 clusters Score -1492806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1492809.375000 Penalty: 3159.073242
	Iteration 41Q: 3 clusters Score -1492809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1492808.500000 Penalty: 3159.073242
	Iteration 42Q: 3 clusters Score -1492808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1492810.375000 Penalty: 3159.073242
	Iteration 43Q: 3 clusters Score -1492810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1492810.375000 Penalty: 3159.073242
	Iteration 44F: 3 clusters Score -1492810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -1003023.375000 Penalty: 1517.043213
	Iteration 0F: 2 clusters Score -1003023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -995056.562500 Penalty: 3034.086426
	Iteration 0F: 3 clusters Score -995056.6 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -997795.625000 Penalty: 3034.086426
	Iteration 1F: 3 clusters Score -997795.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -998125.625000 Penalty: 3034.086426
	Iteration 2F: 3 clusters Score -998125.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -998426.562500 Penalty: 3034.086426
	Iteration 3F: 3 clusters Score -998426.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -998735.750000 Penalty: 3034.086426
	Iteration 4F: 3 clusters Score -998735.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -999067.062500 Penalty: 3034.086426
	Iteration 5F: 3 clusters Score -999067.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -999443.812500 Penalty: 3034.086426
	Iteration 6F: 3 clusters Score -999443.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -999867.875000 Penalty: 3034.086426
	Iteration 7F: 3 clusters Score -999867.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1000379.312500 Penalty: 3034.086426
	Iteration 8Q: 3 clusters Score -1000379 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1000820.437500 Penalty: 3034.086426
	Iteration 9Q: 3 clusters Score -1000820 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1001111.562500 Penalty: 3034.086426
	Iteration 10Q: 3 clusters Score -1001112 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1001238.875000 Penalty: 3034.086426
	Iteration 11Q: 3 clusters Score -1001239 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1001300.375000 Penalty: 3034.086426
	Iteration 12Q: 3 clusters Score -1001300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1001339.750000 Penalty: 3034.086426
	Iteration 13Q: 3 clusters Score -1001340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1001363.000000 Penalty: 3034.086426
	Iteration 14Q: 3 clusters Score -1001363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1001388.125000 Penalty: 3034.086426
	Iteration 15Q: 3 clusters Score -1001388 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1001411.812500 Penalty: 3034.086426
	Iteration 16Q: 3 clusters Score -1001412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1001427.562500 Penalty: 3034.086426
	Iteration 17Q: 3 clusters Score -1001428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1001447.937500 Penalty: 3034.086426
	Iteration 18Q: 3 clusters Score -1001448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1001462.562500 Penalty: 3034.086426
	Iteration 19Q: 3 clusters Score -1001463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1001472.625000 Penalty: 3034.086426
	Iteration 20F: 3 clusters Score -1001473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1001480.187500 Penalty: 3034.086426
	Iteration 21Q: 3 clusters Score -1001480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1001495.562500 Penalty: 3034.086426
	Iteration 22Q: 3 clusters Score -1001496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1001509.500000 Penalty: 3034.086426
	Iteration 23Q: 3 clusters Score -1001510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1001525.062500 Penalty: 3034.086426
	Iteration 24Q: 3 clusters Score -1001525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1001539.875000 Penalty: 3034.086426
	Iteration 25Q: 3 clusters Score -1001540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1001559.687500 Penalty: 3034.086426
	Iteration 26Q: 3 clusters Score -1001560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1001572.562500 Penalty: 3034.086426
	Iteration 27Q: 3 clusters Score -1001573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1001587.125000 Penalty: 3034.086426
	Iteration 28Q: 3 clusters Score -1001587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1001602.437500 Penalty: 3034.086426
	Iteration 29Q: 3 clusters Score -1001602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1001625.187500 Penalty: 3034.086426
	Iteration 30Q: 3 clusters Score -1001625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1001640.062500 Penalty: 3034.086426
	Iteration 31Q: 3 clusters Score -1001640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1001660.312500 Penalty: 3034.086426
	Iteration 32Q: 3 clusters Score -1001660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1001674.062500 Penalty: 3034.086426
	Iteration 33Q: 3 clusters Score -1001674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1001682.812500 Penalty: 3034.086426
	Iteration 34Q: 3 clusters Score -1001683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1001689.312500 Penalty: 3034.086426
	Iteration 35Q: 3 clusters Score -1001689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1001698.625000 Penalty: 3034.086426
	Iteration 36Q: 3 clusters Score -1001699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1001702.500000 Penalty: 3034.086426
	Iteration 37Q: 3 clusters Score -1001702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1001707.687500 Penalty: 3034.086426
	Iteration 38Q: 3 clusters Score -1001708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1001710.687500 Penalty: 3034.086426
	Iteration 39Q: 3 clusters Score -1001711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1001718.812500 Penalty: 3034.086426
	Iteration 40F: 3 clusters Score -1001719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1001720.250000 Penalty: 3034.086426
	Iteration 41Q: 3 clusters Score -1001720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1001726.562500 Penalty: 3034.086426
	Iteration 42Q: 3 clusters Score -1001727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1001731.500000 Penalty: 3034.086426
	Iteration 43Q: 3 clusters Score -1001732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1001738.125000 Penalty: 3034.086426
	Iteration 44Q: 3 clusters Score -1001738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1001740.000000 Penalty: 3034.086426
	Iteration 45Q: 3 clusters Score -1001740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1001746.375000 Penalty: 3034.086426
	Iteration 46Q: 3 clusters Score -1001746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1001749.812500 Penalty: 3034.086426
	Iteration 47Q: 3 clusters Score -1001750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1001752.875000 Penalty: 3034.086426
	Iteration 48Q: 3 clusters Score -1001753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1001762.875000 Penalty: 3034.086426
	Iteration 49Q: 3 clusters Score -1001763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1001766.250000 Penalty: 3034.086426
	Iteration 50Q: 3 clusters Score -1001766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1001772.187500 Penalty: 3034.086426
	Iteration 51Q: 3 clusters Score -1001772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1001772.812500 Penalty: 3034.086426
	Iteration 52Q: 3 clusters Score -1001773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1001775.437500 Penalty: 3034.086426
	Iteration 53Q: 3 clusters Score -1001775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1001777.875000 Penalty: 3034.086426
	Iteration 54Q: 3 clusters Score -1001778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1001781.437500 Penalty: 3034.086426
	Iteration 55Q: 3 clusters Score -1001781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1001783.375000 Penalty: 3034.086426
	Iteration 56Q: 3 clusters Score -1001783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1001784.250000 Penalty: 3034.086426
	Iteration 57Q: 3 clusters Score -1001784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1001787.562500 Penalty: 3034.086426
	Iteration 58Q: 3 clusters Score -1001788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1001788.125000 Penalty: 3034.086426
	Iteration 59Q: 3 clusters Score -1001788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1001791.562500 Penalty: 3034.086426
	Iteration 60F: 3 clusters Score -1001792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1001793.000000 Penalty: 3034.086426
	Iteration 61Q: 3 clusters Score -1001793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1001797.875000 Penalty: 3034.086426
	Iteration 62Q: 3 clusters Score -1001798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1001800.062500 Penalty: 3034.086426
	Iteration 63Q: 3 clusters Score -1001800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1001801.562500 Penalty: 3034.086426
	Iteration 64Q: 3 clusters Score -1001802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1001808.937500 Penalty: 3034.086426
	Iteration 65Q: 3 clusters Score -1001809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1001811.937500 Penalty: 3034.086426
	Iteration 66Q: 3 clusters Score -1001812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1001811.687500 Penalty: 3034.086426
	Iteration 67Q: 3 clusters Score -1001812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1001811.812500 Penalty: 3034.086426
	Iteration 68Q: 3 clusters Score -1001812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1001815.687500 Penalty: 3034.086426
	Iteration 69Q: 3 clusters Score -1001816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1001818.187500 Penalty: 3034.086426
	Iteration 70Q: 3 clusters Score -1001818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1001818.125000 Penalty: 3034.086426
	Iteration 71Q: 3 clusters Score -1001818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1001820.562500 Penalty: 3034.086426
	Iteration 72Q: 3 clusters Score -1001821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1001820.812500 Penalty: 3034.086426
	Iteration 73Q: 3 clusters Score -1001821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1001819.625000 Penalty: 3034.086426
	Iteration 74Q: 3 clusters Score -1001820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1001821.812500 Penalty: 3034.086426
	Iteration 75Q: 3 clusters Score -1001822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1001821.812500 Penalty: 3034.086426
	Iteration 76Q: 3 clusters Score -1001822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1001827.125000 Penalty: 3034.086426
	Iteration 77Q: 3 clusters Score -1001827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1001826.312500 Penalty: 3034.086426
	Iteration 78Q: 3 clusters Score -1001826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1001827.937500 Penalty: 3034.086426
	Iteration 79Q: 3 clusters Score -1001828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1001828.187500 Penalty: 3034.086426
	Iteration 80F: 3 clusters Score -1001828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1001830.812500 Penalty: 3034.086426
	Iteration 81Q: 3 clusters Score -1001831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1001832.562500 Penalty: 3034.086426
	Iteration 82Q: 3 clusters Score -1001833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1001833.500000 Penalty: 3034.086426
	Iteration 83Q: 3 clusters Score -1001834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1001833.062500 Penalty: 3034.086426
	Iteration 84Q: 3 clusters Score -1001833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1001834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1001833.500000 Penalty: 3034.086426
	Iteration 86F: 3 clusters Score -1001834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 146602 members 
Mstep: Class 14 contains 7732 members 
Mstep: Class 15 contains 6283 members 
Mstep: Class 17 contains 289663 members 
Mstep: Class 19 contains 17732 members 
Mstep: Class 21 contains 16651 members 
Mstep: Class 22 contains 11335 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 15 clusters Score -4.568804e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 5 contains 7370 members 
Mstep: Class 7 contains 1905 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 3553 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 146539 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 15 contains 6118 members 
Mstep: Class 17 contains 289628 members 
Mstep: Class 19 contains 17839 members 
Mstep: Class 21 contains 16846 members 
Mstep: Class 22 contains 11212 members 
Entering Unmasked Estep 
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Iteration 40F: 15 clusters Score -4.568909e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 3162 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 146292 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 17 contains 289197 members 
Mstep: Class 19 contains 17939 members 
Mstep: Class 21 contains 16989 members 
Mstep: Class 22 contains 11005 members 
Entering Unmasked Estep 
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Iteration 41Q: 15 clusters Score -4.568982e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 5 contains 7560 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 146278 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 5768 members 
Mstep: Class 17 contains 288840 members 
Mstep: Class 19 contains 18016 members 
Mstep: Class 21 contains 17114 members 
Mstep: Class 22 contains 10821 members 
Entering Unmasked Estep 
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Iteration 42Q: 15 clusters Score -4.569037e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 4009 members 
Mstep: Class 11 contains 10206 members 
Mstep: Class 12 contains 146317 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 17 contains 288540 members 
Mstep: Class 19 contains 18063 members 
Mstep: Class 21 contains 17236 members 
Mstep: Class 22 contains 10633 members 
Entering Unmasked Estep 
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Iteration 43Q: 15 clusters Score -4.569076e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 5 contains 7632 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 9 contains 3502 members 
Mstep: Class 10 contains 4124 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 146399 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 17 contains 288241 members 
Mstep: Class 19 contains 18097 members 
Mstep: Class 21 contains 17354 members 
Mstep: Class 22 contains 10491 members 
Entering Unmasked Estep 
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Iteration 44Q: 15 clusters Score -4.569106e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 9 contains 3599 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 10415 members 
Mstep: Class 12 contains 146478 members 
Mstep: Class 14 contains 7682 members 
Mstep: Class 15 contains 5221 members 
Mstep: Class 17 contains 288001 members 
Mstep: Class 19 contains 18118 members 
Mstep: Class 21 contains 17452 members 
Mstep: Class 22 contains 10361 members 
Entering Unmasked Estep 
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Iteration 45Q: 15 clusters Score -4.569118e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 5 contains 7676 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 4307 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 146598 members 
Mstep: Class 14 contains 7667 members 
Mstep: Class 15 contains 5067 members 
Mstep: Class 17 contains 287772 members 
Mstep: Class 19 contains 18138 members 
Mstep: Class 21 contains 17516 members 
Mstep: Class 22 contains 10230 members 
Entering Unmasked Estep 
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Iteration 46Q: 15 clusters Score -4.56913e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 5 contains 7696 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 10649 members 
Mstep: Class 12 contains 146702 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 17 contains 287567 members 
Mstep: Class 19 contains 18150 members 
Mstep: Class 21 contains 17567 members 
Mstep: Class 22 contains 10152 members 
Entering Unmasked Estep 
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Iteration 47Q: 15 clusters Score -4.569135e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 9 contains 3762 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 146782 members 
Mstep: Class 14 contains 7670 members 
Mstep: Class 15 contains 4773 members 
Mstep: Class 17 contains 287401 members 
Mstep: Class 19 contains 18172 members 
Mstep: Class 21 contains 17622 members 
Mstep: Class 22 contains 10081 members 
Entering Unmasked Estep 
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Iteration 48Q: 15 clusters Score -4.569139e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1632 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 9 contains 3783 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 10875 members 
Mstep: Class 12 contains 146844 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 17 contains 287241 members 
Mstep: Class 19 contains 18194 members 
Mstep: Class 21 contains 17659 members 
Mstep: Class 22 contains 10035 members 
Entering Unmasked Estep 
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Iteration 49Q: 15 clusters Score -4.569136e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 9 contains 3798 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 10985 members 
Mstep: Class 12 contains 146886 members 
Mstep: Class 14 contains 7676 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 17 contains 287089 members 
Mstep: Class 19 contains 18215 members 
Mstep: Class 21 contains 17695 members 
Mstep: Class 22 contains 9998 members 
Entering Unmasked Estep 
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Iteration 50Q: 15 clusters Score -4.569149e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 5 contains 7757 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 146933 members 
Mstep: Class 14 contains 7674 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 17 contains 286962 members 
Mstep: Class 19 contains 18235 members 
Mstep: Class 21 contains 17720 members 
Mstep: Class 22 contains 9963 members 
Entering Unmasked Estep 
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Iteration 51Q: 15 clusters Score -4.569154e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 11223 members 
Mstep: Class 12 contains 146983 members 
Mstep: Class 14 contains 7673 members 
Mstep: Class 15 contains 4288 members 
Mstep: Class 17 contains 286858 members 
Mstep: Class 19 contains 18246 members 
Mstep: Class 21 contains 17744 members 
Mstep: Class 22 contains 9929 members 
Entering Unmasked Estep 
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Iteration 52Q: 15 clusters Score -4.569155e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 9 contains 3844 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 11358 members 
Mstep: Class 12 contains 147016 members 
Mstep: Class 14 contains 7672 members 
Mstep: Class 15 contains 4170 members 
Mstep: Class 17 contains 286750 members 
Mstep: Class 19 contains 18256 members 
Mstep: Class 21 contains 17765 members 
Mstep: Class 22 contains 9909 members 
Entering Unmasked Estep 
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Iteration 53Q: 15 clusters Score -4.569164e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 11480 members 
Mstep: Class 12 contains 147067 members 
Mstep: Class 14 contains 7667 members 
Mstep: Class 15 contains 4024 members 
Mstep: Class 17 contains 286672 members 
Mstep: Class 19 contains 18268 members 
Mstep: Class 21 contains 17776 members 
Mstep: Class 22 contains 9887 members 
Entering Unmasked Estep 
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Iteration 54Q: 15 clusters Score -4.569169e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 9 contains 3887 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 11592 members 
Mstep: Class 12 contains 147115 members 
Mstep: Class 14 contains 7662 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 286583 members 
Mstep: Class 19 contains 18282 members 
Mstep: Class 21 contains 17803 members 
Mstep: Class 22 contains 9877 members 
Entering Unmasked Estep 
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Iteration 55Q: 15 clusters Score -4.569174e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 9 contains 3904 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 11702 members 
Mstep: Class 12 contains 147143 members 
Mstep: Class 14 contains 7659 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 17 contains 286518 members 
Mstep: Class 19 contains 18293 members 
Mstep: Class 21 contains 17813 members 
Mstep: Class 22 contains 9863 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -4.569178e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 9 contains 3914 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 147155 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 17 contains 286459 members 
Mstep: Class 19 contains 18306 members 
Mstep: Class 21 contains 17816 members 
Mstep: Class 22 contains 9847 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -4.569174e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 9 contains 3920 members 
Mstep: Class 10 contains 4820 members 
Mstep: Class 11 contains 11927 members 
Mstep: Class 12 contains 147157 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 3598 members 
Mstep: Class 17 contains 286398 members 
Mstep: Class 19 contains 18315 members 
Mstep: Class 21 contains 17825 members 
Mstep: Class 22 contains 9841 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -4.569186e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 9 contains 3933 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 12029 members 
Mstep: Class 12 contains 147166 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 3512 members 
Mstep: Class 17 contains 286330 members 
Mstep: Class 19 contains 18321 members 
Mstep: Class 21 contains 17837 members 
Mstep: Class 22 contains 9834 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -4.56919e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 5 contains 7785 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 12119 members 
Mstep: Class 12 contains 147181 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 17 contains 286255 members 
Mstep: Class 19 contains 18333 members 
Mstep: Class 21 contains 17849 members 
Mstep: Class 22 contains 9822 members 
Entering Unmasked Estep 
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Iteration 60F: 15 clusters Score -4.569193e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 5 contains 7785 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 9 contains 3956 members 
Mstep: Class 10 contains 4880 members 
Mstep: Class 11 contains 12222 members 
Mstep: Class 12 contains 147195 members 
Mstep: Class 14 contains 7655 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 17 contains 286194 members 
Mstep: Class 19 contains 18341 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 9809 members 
Entering Unmasked Estep 
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Iteration 61Q: 15 clusters Score -4.569201e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 12307 members 
Mstep: Class 12 contains 147205 members 
Mstep: Class 14 contains 7654 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 17 contains 286146 members 
Mstep: Class 19 contains 18348 members 
Mstep: Class 21 contains 17872 members 
Mstep: Class 22 contains 9800 members 
Entering Unmasked Estep 
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Iteration 62Q: 15 clusters Score -4.569201e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 4891 members 
Mstep: Class 11 contains 12375 members 
Mstep: Class 12 contains 147209 members 
Mstep: Class 14 contains 7653 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 17 contains 286104 members 
Mstep: Class 19 contains 18356 members 
Mstep: Class 21 contains 17882 members 
Mstep: Class 22 contains 9794 members 
Entering Unmasked Estep 
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Iteration 63Q: 15 clusters Score -4.569204e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 12432 members 
Mstep: Class 12 contains 147226 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 17 contains 286068 members 
Mstep: Class 19 contains 18359 members 
Mstep: Class 21 contains 17886 members 
Mstep: Class 22 contains 9789 members 
Entering Unmasked Estep 
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Iteration 64Q: 15 clusters Score -4.5692e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 12487 members 
Mstep: Class 12 contains 147247 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 3158 members 
Mstep: Class 17 contains 286029 members 
Mstep: Class 19 contains 18363 members 
Mstep: Class 21 contains 17888 members 
Mstep: Class 22 contains 9783 members 
Entering Unmasked Estep 
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Iteration 65Q: 15 clusters Score -4.569201e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 4901 members 
Mstep: Class 11 contains 12544 members 
Mstep: Class 12 contains 147265 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 17 contains 286000 members 
Mstep: Class 19 contains 18364 members 
Mstep: Class 21 contains 17888 members 
Mstep: Class 22 contains 9780 members 
Entering Unmasked Estep 
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Iteration 66Q: 15 clusters Score -4.569202e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 4908 members 
Mstep: Class 11 contains 12570 members 
Mstep: Class 12 contains 147278 members 
Mstep: Class 14 contains 7651 members 
Mstep: Class 15 contains 3095 members 
Mstep: Class 17 contains 285971 members 
Mstep: Class 19 contains 18368 members 
Mstep: Class 21 contains 17889 members 
Mstep: Class 22 contains 9778 members 
Entering Unmasked Estep 
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Iteration 67Q: 15 clusters Score -4.5692e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 4916 members 
Mstep: Class 11 contains 12594 members 
Mstep: Class 12 contains 147291 members 
Mstep: Class 14 contains 7650 members 
Mstep: Class 15 contains 3074 members 
Mstep: Class 17 contains 285946 members 
Mstep: Class 19 contains 18371 members 
Mstep: Class 21 contains 17887 members 
Mstep: Class 22 contains 9776 members 
Entering Unmasked Estep 
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Iteration 68Q: 15 clusters Score -4.569201e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 12612 members 
Mstep: Class 12 contains 147312 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 3066 members 
Mstep: Class 17 contains 285908 members 
Mstep: Class 19 contains 18375 members 
Mstep: Class 21 contains 17888 members 
Mstep: Class 22 contains 9774 members 
Entering Unmasked Estep 
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Iteration 69Q: 15 clusters Score -4.5692e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 7 contains 1803 members 
Mstep: Class 9 contains 3964 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 12629 members 
Mstep: Class 12 contains 147319 members 
Mstep: Class 14 contains 7650 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 17 contains 285886 members 
Mstep: Class 19 contains 18383 members 
Mstep: Class 21 contains 17881 members 
Mstep: Class 22 contains 9772 members 
Entering Unmasked Estep 
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Iteration 70Q: 15 clusters Score -4.569206e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 4935 members 
Mstep: Class 11 contains 12643 members 
Mstep: Class 12 contains 147326 members 
Mstep: Class 14 contains 7649 members 
Mstep: Class 15 contains 3047 members 
Mstep: Class 17 contains 285869 members 
Mstep: Class 19 contains 18387 members 
Mstep: Class 21 contains 17875 members 
Mstep: Class 22 contains 9772 members 
Entering Unmasked Estep 
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Iteration 71Q: 15 clusters Score -4.569204e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 12655 members 
Mstep: Class 12 contains 147341 members 
Mstep: Class 14 contains 7648 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 17 contains 285845 members 
Mstep: Class 19 contains 18388 members 
Mstep: Class 21 contains 17872 members 
Mstep: Class 22 contains 9773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692052.000000 Penalty: 29964.625000
Iteration 72Q: 15 clusters Score -4.569205e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 12666 members 
Mstep: Class 12 contains 147355 members 
Mstep: Class 14 contains 7643 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 17 contains 285833 members 
Mstep: Class 19 contains 18391 members 
Mstep: Class 21 contains 17866 members 
Mstep: Class 22 contains 9774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692044.000000 Penalty: 29964.625000
Iteration 73Q: 15 clusters Score -4.569204e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 12676 members 
Mstep: Class 12 contains 147354 members 
Mstep: Class 14 contains 7640 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 17 contains 285823 members 
Mstep: Class 19 contains 18396 members 
Mstep: Class 21 contains 17866 members 
Mstep: Class 22 contains 9774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692060.000000 Penalty: 29964.625000
Iteration 74Q: 15 clusters Score -4.569206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 9 contains 3960 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 147359 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 17 contains 285808 members 
Mstep: Class 19 contains 18397 members 
Mstep: Class 21 contains 17864 members 
Mstep: Class 22 contains 9773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692072.000000 Penalty: 29964.625000
Iteration 75Q: 15 clusters Score -4.569207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 12702 members 
Mstep: Class 12 contains 147359 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 3016 members 
Mstep: Class 17 contains 285798 members 
Mstep: Class 19 contains 18400 members 
Mstep: Class 21 contains 17865 members 
Mstep: Class 22 contains 9772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692104.000000 Penalty: 29964.625000
Iteration 76Q: 15 clusters Score -4.56921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12707 members 
Mstep: Class 12 contains 147359 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 17 contains 285784 members 
Mstep: Class 19 contains 18400 members 
Mstep: Class 21 contains 17868 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692124.000000 Penalty: 29964.625000
Iteration 77Q: 15 clusters Score -4.569212e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12715 members 
Mstep: Class 12 contains 147355 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 3023 members 
Mstep: Class 17 contains 285777 members 
Mstep: Class 19 contains 18401 members 
Mstep: Class 21 contains 17869 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692112.000000 Penalty: 29964.625000
Iteration 78Q: 15 clusters Score -4.569211e+07 nChanged 27
Entering ConstructFrom: 
Score: -45692112.000000 Penalty: 29964.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -207518.312500 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -207518.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -205196.312500 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -205196.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -205750.609375 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -205750.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -205876.765625 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -205876.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -205960.062500 Penalty: 2520.345947
	Iteration 3Q: 3 clusters Score -205960.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -206032.859375 Penalty: 2520.345947
	Iteration 4Q: 3 clusters Score -206032.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -206088.562500 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -206088.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -206151.828125 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -206151.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -206212.234375 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -206212.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -206265.656250 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -206265.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -206311.406250 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -206311.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -206347.468750 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -206347.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206370.812500 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -206370.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -206398.312500 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -206398.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -206422.765625 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -206422.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -206446.093750 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -206446.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -206461.906250 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -206461.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -206482.656250 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -206482.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -206501.265625 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -206501.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -206520.109375 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -206520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -206528.984375 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -206529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -206541.593750 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -206541.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -206555.562500 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -206555.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -206569.171875 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -206569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -206578.812500 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -206578.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -206587.765625 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -206587.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -206600.890625 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -206600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -206612.890625 Penalty: 2520.345947
	Iteration 26Q: 3 clusters Score -206612.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -206618.546875 Penalty: 2520.345947
	Iteration 27Q: 3 clusters Score -206618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -206621.953125 Penalty: 2520.345947
	Iteration 28Q: 3 clusters Score -206622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -206624.718750 Penalty: 2520.345947
	Iteration 29Q: 3 clusters Score -206624.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -206626.203125 Penalty: 2520.345947
	Iteration 30Q: 3 clusters Score -206626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -206628.656250 Penalty: 2520.345947
	Iteration 31Q: 3 clusters Score -206628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -206630.687500 Penalty: 2520.345947
	Iteration 32Q: 3 clusters Score -206630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206632.968750 Penalty: 2520.345947
	Iteration 33Q: 3 clusters Score -206633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -206635.265625 Penalty: 2520.345947
	Iteration 34Q: 3 clusters Score -206635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -206636.843750 Penalty: 2520.345947
	Iteration 35Q: 3 clusters Score -206636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -206637.734375 Penalty: 2520.345947
	Iteration 36Q: 3 clusters Score -206637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -206638.281250 Penalty: 2520.345947
	Iteration 37Q: 3 clusters Score -206638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -206638.953125 Penalty: 2520.345947
	Iteration 38Q: 3 clusters Score -206639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -206639.843750 Penalty: 2520.345947
	Iteration 39Q: 3 clusters Score -206639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -206640.265625 Penalty: 2520.345947
	Iteration 40F: 3 clusters Score -206640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -206640.703125 Penalty: 2520.345947
	Iteration 41Q: 3 clusters Score -206640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -206641.312500 Penalty: 2520.345947
	Iteration 42Q: 3 clusters Score -206641.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -206641.312500 Penalty: 2520.345947
	Iteration 43F: 3 clusters Score -206641.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -128946.929688 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -128946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -127093.781250 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -127093.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -127547.593750 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -127547.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -127709.195312 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -127709.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -127855.898438 Penalty: 2398.785645
	Iteration 3F: 3 clusters Score -127855.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -127968.984375 Penalty: 2398.785645
	Iteration 4F: 3 clusters Score -127969 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -128097.765625 Penalty: 2398.785645
	Iteration 5F: 3 clusters Score -128097.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128210.226562 Penalty: 2398.785645
	Iteration 6F: 3 clusters Score -128210.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128287.382812 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -128287.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128341.320312 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -128341.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -128379.609375 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -128379.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128413.914062 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -128413.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -128437.218750 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -128437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -128449.382812 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -128449.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128456.359375 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -128456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -128463.187500 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -128463.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -128470.562500 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -128470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -128474.093750 Penalty: 2398.785645
	Iteration 16Q: 3 clusters Score -128474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -128475.523438 Penalty: 2398.785645
	Iteration 17Q: 3 clusters Score -128475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128477.281250 Penalty: 2398.785645
	Iteration 18Q: 3 clusters Score -128477.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -128477.281250 Penalty: 2398.785645
	Iteration 19F: 3 clusters Score -128477.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Entering Unmasked Estep 
Score: -701488.000000 Penalty: 1455.888062
	Iteration 0F: 2 clusters Score -701488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -695681.625000 Penalty: 2911.776123
	Iteration 0F: 3 clusters Score -695681.6 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -697474.562500 Penalty: 2911.776123
	Iteration 1F: 3 clusters Score -697474.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -697673.375000 Penalty: 2911.776123
	Iteration 2F: 3 clusters Score -697673.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -697811.000000 Penalty: 2911.776123
	Iteration 3Q: 3 clusters Score -697811 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -697938.375000 Penalty: 2911.776123
	Iteration 4Q: 3 clusters Score -697938.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -698050.812500 Penalty: 2911.776123
	Iteration 5Q: 3 clusters Score -698050.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -698162.187500 Penalty: 2911.776123
	Iteration 6Q: 3 clusters Score -698162.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -698268.875000 Penalty: 2911.776123
	Iteration 7Q: 3 clusters Score -698268.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -698405.437500 Penalty: 2911.776123
	Iteration 8Q: 3 clusters Score -698405.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -698553.562500 Penalty: 2911.776123
	Iteration 9Q: 3 clusters Score -698553.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -698714.625000 Penalty: 2911.776123
	Iteration 10Q: 3 clusters Score -698714.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -698892.437500 Penalty: 2911.776123
	Iteration 11Q: 3 clusters Score -698892.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -699033.375000 Penalty: 2911.776123
	Iteration 12Q: 3 clusters Score -699033.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -699129.312500 Penalty: 2911.776123
	Iteration 13Q: 3 clusters Score -699129.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -699190.125000 Penalty: 2911.776123
	Iteration 14Q: 3 clusters Score -699190.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -699235.000000 Penalty: 2911.776123
	Iteration 15Q: 3 clusters Score -699235 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -699273.812500 Penalty: 2911.776123
	Iteration 16Q: 3 clusters Score -699273.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -699301.062500 Penalty: 2911.776123
	Iteration 17Q: 3 clusters Score -699301.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -699320.562500 Penalty: 2911.776123
	Iteration 18Q: 3 clusters Score -699320.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -699337.500000 Penalty: 2911.776123
	Iteration 19Q: 3 clusters Score -699337.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -699353.687500 Penalty: 2911.776123
	Iteration 20F: 3 clusters Score -699353.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -699362.750000 Penalty: 2911.776123
	Iteration 21Q: 3 clusters Score -699362.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -699367.375000 Penalty: 2911.776123
	Iteration 22Q: 3 clusters Score -699367.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -699371.375000 Penalty: 2911.776123
	Iteration 23Q: 3 clusters Score -699371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -699372.375000 Penalty: 2911.776123
	Iteration 24Q: 3 clusters Score -699372.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -699378.375000 Penalty: 2911.776123
	Iteration 25Q: 3 clusters Score -699378.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -699382.562500 Penalty: 2911.776123
	Iteration 26Q: 3 clusters Score -699382.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -699386.250000 Penalty: 2911.776123
	Iteration 27Q: 3 clusters Score -699386.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -699389.687500 Penalty: 2911.776123
	Iteration 28Q: 3 clusters Score -699389.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -699397.062500 Penalty: 2911.776123
	Iteration 29Q: 3 clusters Score -699397.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -699403.875000 Penalty: 2911.776123
	Iteration 30Q: 3 clusters Score -699403.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -699413.875000 Penalty: 2911.776123
	Iteration 31Q: 3 clusters Score -699413.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -699422.437500 Penalty: 2911.776123
	Iteration 32Q: 3 clusters Score -699422.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -699429.437500 Penalty: 2911.776123
	Iteration 33Q: 3 clusters Score -699429.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -699435.375000 Penalty: 2911.776123
	Iteration 34Q: 3 clusters Score -699435.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -699443.750000 Penalty: 2911.776123
	Iteration 35Q: 3 clusters Score -699443.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -699451.562500 Penalty: 2911.776123
	Iteration 36Q: 3 clusters Score -699451.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -699460.875000 Penalty: 2911.776123
	Iteration 37Q: 3 clusters Score -699460.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -699467.812500 Penalty: 2911.776123
	Iteration 38Q: 3 clusters Score -699467.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -699478.750000 Penalty: 2911.776123
	Iteration 39Q: 3 clusters Score -699478.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -699493.500000 Penalty: 2911.776123
	Iteration 40F: 3 clusters Score -699493.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -699508.000000 Penalty: 2911.776123
	Iteration 41Q: 3 clusters Score -699508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -699517.375000 Penalty: 2911.776123
	Iteration 42Q: 3 clusters Score -699517.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -699533.937500 Penalty: 2911.776123
	Iteration 43Q: 3 clusters Score -699533.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -699552.250000 Penalty: 2911.776123
	Iteration 44Q: 3 clusters Score -699552.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -699570.187500 Penalty: 2911.776123
	Iteration 45Q: 3 clusters Score -699570.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -699587.312500 Penalty: 2911.776123
	Iteration 46Q: 3 clusters Score -699587.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -699602.562500 Penalty: 2911.776123
	Iteration 47Q: 3 clusters Score -699602.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -699614.875000 Penalty: 2911.776123
	Iteration 48Q: 3 clusters Score -699614.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -699625.437500 Penalty: 2911.776123
	Iteration 49Q: 3 clusters Score -699625.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -699634.562500 Penalty: 2911.776123
	Iteration 50Q: 3 clusters Score -699634.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -699647.500000 Penalty: 2911.776123
	Iteration 51Q: 3 clusters Score -699647.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -699660.125000 Penalty: 2911.776123
	Iteration 52Q: 3 clusters Score -699660.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -699676.812500 Penalty: 2911.776123
	Iteration 53Q: 3 clusters Score -699676.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -699697.625000 Penalty: 2911.776123
	Iteration 54Q: 3 clusters Score -699697.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -699716.125000 Penalty: 2911.776123
	Iteration 55Q: 3 clusters Score -699716.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -699742.250000 Penalty: 2911.776123
	Iteration 56Q: 3 clusters Score -699742.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -699777.187500 Penalty: 2911.776123
	Iteration 57Q: 3 clusters Score -699777.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -699822.875000 Penalty: 2911.776123
	Iteration 58Q: 3 clusters Score -699822.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -699870.312500 Penalty: 2911.776123
	Iteration 59Q: 3 clusters Score -699870.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -699916.125000 Penalty: 2911.776123
	Iteration 60F: 3 clusters Score -699916.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -699961.312500 Penalty: 2911.776123
	Iteration 61Q: 3 clusters Score -699961.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -700002.000000 Penalty: 2911.776123
	Iteration 62Q: 3 clusters Score -700002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -700039.875000 Penalty: 2911.776123
	Iteration 63Q: 3 clusters Score -700039.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -700067.312500 Penalty: 2911.776123
	Iteration 64Q: 3 clusters Score -700067.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -700097.875000 Penalty: 2911.776123
	Iteration 65Q: 3 clusters Score -700097.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -700115.875000 Penalty: 2911.776123
	Iteration 66Q: 3 clusters Score -700115.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -700130.062500 Penalty: 2911.776123
	Iteration 67Q: 3 clusters Score -700130.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -700135.125000 Penalty: 2911.776123
	Iteration 68Q: 3 clusters Score -700135.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -700142.687500 Penalty: 2911.776123
	Iteration 69Q: 3 clusters Score -700142.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -700148.250000 Penalty: 2911.776123
	Iteration 70Q: 3 clusters Score -700148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -700151.375000 Penalty: 2911.776123
	Iteration 71Q: 3 clusters Score -700151.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -700152.812500 Penalty: 2911.776123
	Iteration 72Q: 3 clusters Score -700152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -700155.125000 Penalty: 2911.776123
	Iteration 73Q: 3 clusters Score -700155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -700157.625000 Penalty: 2911.776123
	Iteration 74Q: 3 clusters Score -700157.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -700160.000000 Penalty: 2911.776123
	Iteration 75Q: 3 clusters Score -700160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -700161.875000 Penalty: 2911.776123
	Iteration 76Q: 3 clusters Score -700161.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -700166.187500 Penalty: 2911.776123
	Iteration 77Q: 3 clusters Score -700166.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -700168.250000 Penalty: 2911.776123
	Iteration 78Q: 3 clusters Score -700168.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -700170.750000 Penalty: 2911.776123
	Iteration 79Q: 3 clusters Score -700170.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -700177.875000 Penalty: 2911.776123
	Iteration 80F: 3 clusters Score -700177.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -700180.187500 Penalty: 2911.776123
	Iteration 81Q: 3 clusters Score -700180.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -700190.125000 Penalty: 2911.776123
	Iteration 82Q: 3 clusters Score -700190.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -700191.812500 Penalty: 2911.776123
	Iteration 83Q: 3 clusters Score -700191.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -700193.812500 Penalty: 2911.776123
	Iteration 84Q: 3 clusters Score -700193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -700200.000000 Penalty: 2911.776123
	Iteration 85Q: 3 clusters Score -700200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -700200.437500 Penalty: 2911.776123
	Iteration 86Q: 3 clusters Score -700200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -700202.125000 Penalty: 2911.776123
	Iteration 87Q: 3 clusters Score -700202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -700203.250000 Penalty: 2911.776123
	Iteration 88Q: 3 clusters Score -700203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -700204.187500 Penalty: 2911.776123
	Iteration 89Q: 3 clusters Score -700204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -700204.312500 Penalty: 2911.776123
	Iteration 90Q: 3 clusters Score -700204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -700203.875000 Penalty: 2911.776123
	Iteration 91Q: 3 clusters Score -700203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -700206.687500 Penalty: 2911.776123
	Iteration 92Q: 3 clusters Score -700206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -700206.937500 Penalty: 2911.776123
	Iteration 93Q: 3 clusters Score -700206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -700207.875000 Penalty: 2911.776123
	Iteration 94Q: 3 clusters Score -700207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -700208.937500 Penalty: 2911.776123
	Iteration 95Q: 3 clusters Score -700208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -700209.187500 Penalty: 2911.776123
	Iteration 96Q: 3 clusters Score -700209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -700209.375000 Penalty: 2911.776123
	Iteration 97Q: 3 clusters Score -700209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -700207.187500 Penalty: 2911.776123
	Iteration 98Q: 3 clusters Score -700207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -700207.875000 Penalty: 2911.776123
	Iteration 99Q: 3 clusters Score -700207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -700207.687500 Penalty: 2911.776123
	Iteration 100F: 3 clusters Score -700207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -147266.937500 Penalty: 1218.836060
	Iteration 0F: 2 clusters Score -147266.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145419.265625 Penalty: 2437.672119
	Iteration 0F: 3 clusters Score -145419.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -146082.234375 Penalty: 2437.672119
	Iteration 1F: 3 clusters Score -146082.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -146581.281250 Penalty: 2437.672119
	Iteration 2F: 3 clusters Score -146581.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -147163.140625 Penalty: 2437.672119
	Iteration 3F: 3 clusters Score -147163.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -147465.218750 Penalty: 2437.672119
	Iteration 4F: 3 clusters Score -147465.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -147574.890625 Penalty: 2437.672119
	Iteration 5Q: 3 clusters Score -147574.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -147613.656250 Penalty: 2437.672119
	Iteration 6Q: 3 clusters Score -147613.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -147636.421875 Penalty: 2437.672119
	Iteration 7Q: 3 clusters Score -147636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -147643.328125 Penalty: 2437.672119
	Iteration 8Q: 3 clusters Score -147643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -147648.984375 Penalty: 2437.672119
	Iteration 9Q: 3 clusters Score -147649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -147653.093750 Penalty: 2437.672119
	Iteration 10Q: 3 clusters Score -147653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -147654.437500 Penalty: 2437.672119
	Iteration 11Q: 3 clusters Score -147654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -147654.437500 Penalty: 2437.672119
	Iteration 12F: 3 clusters Score -147654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 1563 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 246 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12720 members 
Mstep: Class 12 contains 147351 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 17 contains 285769 members 
Mstep: Class 19 contains 18402 members 
Mstep: Class 21 contains 17867 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
Score: -45691560.000000 Penalty: 32104.955078
Splitting cluster 7 changes total score from -45692112.000000 to -45691560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -350922.062500 Penalty: 1346.600708
	Iteration 0F: 2 clusters Score -350922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -347574.031250 Penalty: 2693.201416
	Iteration 0F: 3 clusters Score -347574 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -348409.656250 Penalty: 2693.201416
	Iteration 1F: 3 clusters Score -348409.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -348554.687500 Penalty: 2693.201416
	Iteration 2F: 3 clusters Score -348554.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -348658.593750 Penalty: 2693.201416
	Iteration 3F: 3 clusters Score -348658.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -348735.468750 Penalty: 2693.201416
	Iteration 4Q: 3 clusters Score -348735.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -348799.093750 Penalty: 2693.201416
	Iteration 5Q: 3 clusters Score -348799.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -348842.468750 Penalty: 2693.201416
	Iteration 6Q: 3 clusters Score -348842.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -348874.468750 Penalty: 2693.201416
	Iteration 7Q: 3 clusters Score -348874.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -348903.000000 Penalty: 2693.201416
	Iteration 8Q: 3 clusters Score -348903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -348935.625000 Penalty: 2693.201416
	Iteration 9Q: 3 clusters Score -348935.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -348965.781250 Penalty: 2693.201416
	Iteration 10Q: 3 clusters Score -348965.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -348992.343750 Penalty: 2693.201416
	Iteration 11Q: 3 clusters Score -348992.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -349024.218750 Penalty: 2693.201416
	Iteration 12Q: 3 clusters Score -349024.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -349053.750000 Penalty: 2693.201416
	Iteration 13Q: 3 clusters Score -349053.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -349084.031250 Penalty: 2693.201416
	Iteration 14Q: 3 clusters Score -349084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -349112.406250 Penalty: 2693.201416
	Iteration 15Q: 3 clusters Score -349112.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -349148.312500 Penalty: 2693.201416
	Iteration 16Q: 3 clusters Score -349148.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -349185.812500 Penalty: 2693.201416
	Iteration 17Q: 3 clusters Score -349185.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -349230.125000 Penalty: 2693.201416
	Iteration 18Q: 3 clusters Score -349230.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -349284.750000 Penalty: 2693.201416
	Iteration 19Q: 3 clusters Score -349284.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -349336.375000 Penalty: 2693.201416
	Iteration 20F: 3 clusters Score -349336.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -349392.500000 Penalty: 2693.201416
	Iteration 21Q: 3 clusters Score -349392.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -349460.875000 Penalty: 2693.201416
	Iteration 22Q: 3 clusters Score -349460.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -349534.812500 Penalty: 2693.201416
	Iteration 23Q: 3 clusters Score -349534.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -349594.125000 Penalty: 2693.201416
	Iteration 24Q: 3 clusters Score -349594.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -349650.625000 Penalty: 2693.201416
	Iteration 25Q: 3 clusters Score -349650.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -349701.656250 Penalty: 2693.201416
	Iteration 26Q: 3 clusters Score -349701.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -349735.031250 Penalty: 2693.201416
	Iteration 27Q: 3 clusters Score -349735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -349755.750000 Penalty: 2693.201416
	Iteration 28Q: 3 clusters Score -349755.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -349770.343750 Penalty: 2693.201416
	Iteration 29Q: 3 clusters Score -349770.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -349782.093750 Penalty: 2693.201416
	Iteration 30Q: 3 clusters Score -349782.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -349797.125000 Penalty: 2693.201416
	Iteration 31Q: 3 clusters Score -349797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -349807.281250 Penalty: 2693.201416
	Iteration 32Q: 3 clusters Score -349807.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -349817.500000 Penalty: 2693.201416
	Iteration 33Q: 3 clusters Score -349817.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -349828.343750 Penalty: 2693.201416
	Iteration 34Q: 3 clusters Score -349828.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -349835.906250 Penalty: 2693.201416
	Iteration 35Q: 3 clusters Score -349835.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -349840.343750 Penalty: 2693.201416
	Iteration 36Q: 3 clusters Score -349840.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -349841.781250 Penalty: 2693.201416
	Iteration 37Q: 3 clusters Score -349841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -349843.500000 Penalty: 2693.201416
	Iteration 38Q: 3 clusters Score -349843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -349845.812500 Penalty: 2693.201416
	Iteration 39Q: 3 clusters Score -349845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -349847.718750 Penalty: 2693.201416
	Iteration 40F: 3 clusters Score -349847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -349847.500000 Penalty: 2693.201416
	Iteration 41Q: 3 clusters Score -349847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -349847.687500 Penalty: 2693.201416
	Iteration 42Q: 3 clusters Score -349847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -349848.125000 Penalty: 2693.201416
	Iteration 43Q: 3 clusters Score -349848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -349849.718750 Penalty: 2693.201416
	Iteration 44Q: 3 clusters Score -349849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -349851.031250 Penalty: 2693.201416
	Iteration 45Q: 3 clusters Score -349851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -349852.218750 Penalty: 2693.201416
	Iteration 46Q: 3 clusters Score -349852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -349852.125000 Penalty: 2693.201416
	Iteration 47Q: 3 clusters Score -349852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -349852.125000 Penalty: 2693.201416
	Iteration 48F: 3 clusters Score -349852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Entering Unmasked Estep 
Score: -449397.062500 Penalty: 1382.476318
	Iteration 0F: 2 clusters Score -449397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -445510.156250 Penalty: 2764.952637
	Iteration 0F: 3 clusters Score -445510.2 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -446541.593750 Penalty: 2764.952637
	Iteration 1F: 3 clusters Score -446541.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -446704.000000 Penalty: 2764.952637
	Iteration 2F: 3 clusters Score -446704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -446812.000000 Penalty: 2764.952637
	Iteration 3Q: 3 clusters Score -446812 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -446870.625000 Penalty: 2764.952637
	Iteration 4Q: 3 clusters Score -446870.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -446925.343750 Penalty: 2764.952637
	Iteration 5Q: 3 clusters Score -446925.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -446971.187500 Penalty: 2764.952637
	Iteration 6Q: 3 clusters Score -446971.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -447018.437500 Penalty: 2764.952637
	Iteration 7Q: 3 clusters Score -447018.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -447077.125000 Penalty: 2764.952637
	Iteration 8Q: 3 clusters Score -447077.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -447139.781250 Penalty: 2764.952637
	Iteration 9Q: 3 clusters Score -447139.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -447203.062500 Penalty: 2764.952637
	Iteration 10Q: 3 clusters Score -447203.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -447267.125000 Penalty: 2764.952637
	Iteration 11Q: 3 clusters Score -447267.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -447333.656250 Penalty: 2764.952637
	Iteration 12Q: 3 clusters Score -447333.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -447406.843750 Penalty: 2764.952637
	Iteration 13Q: 3 clusters Score -447406.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -447475.343750 Penalty: 2764.952637
	Iteration 14Q: 3 clusters Score -447475.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -447534.531250 Penalty: 2764.952637
	Iteration 15Q: 3 clusters Score -447534.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -447593.218750 Penalty: 2764.952637
	Iteration 16Q: 3 clusters Score -447593.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -447645.343750 Penalty: 2764.952637
	Iteration 17Q: 3 clusters Score -447645.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -447711.375000 Penalty: 2764.952637
	Iteration 18Q: 3 clusters Score -447711.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -447789.968750 Penalty: 2764.952637
	Iteration 19Q: 3 clusters Score -447790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -447850.937500 Penalty: 2764.952637
	Iteration 20F: 3 clusters Score -447850.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -447904.343750 Penalty: 2764.952637
	Iteration 21Q: 3 clusters Score -447904.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -447951.718750 Penalty: 2764.952637
	Iteration 22Q: 3 clusters Score -447951.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -447991.406250 Penalty: 2764.952637
	Iteration 23Q: 3 clusters Score -447991.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -448023.187500 Penalty: 2764.952637
	Iteration 24Q: 3 clusters Score -448023.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -448055.312500 Penalty: 2764.952637
	Iteration 25Q: 3 clusters Score -448055.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -448081.781250 Penalty: 2764.952637
	Iteration 26Q: 3 clusters Score -448081.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -448100.656250 Penalty: 2764.952637
	Iteration 27Q: 3 clusters Score -448100.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -448110.906250 Penalty: 2764.952637
	Iteration 28Q: 3 clusters Score -448110.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -448125.968750 Penalty: 2764.952637
	Iteration 29Q: 3 clusters Score -448126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -448136.500000 Penalty: 2764.952637
	Iteration 30Q: 3 clusters Score -448136.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -448145.812500 Penalty: 2764.952637
	Iteration 31Q: 3 clusters Score -448145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -448149.781250 Penalty: 2764.952637
	Iteration 32Q: 3 clusters Score -448149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -448152.625000 Penalty: 2764.952637
	Iteration 33Q: 3 clusters Score -448152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -448154.875000 Penalty: 2764.952637
	Iteration 34Q: 3 clusters Score -448154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -448156.406250 Penalty: 2764.952637
	Iteration 35Q: 3 clusters Score -448156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -448157.781250 Penalty: 2764.952637
	Iteration 36Q: 3 clusters Score -448157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -448160.468750 Penalty: 2764.952637
	Iteration 37Q: 3 clusters Score -448160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -448160.187500 Penalty: 2764.952637
	Iteration 38Q: 3 clusters Score -448160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -448162.281250 Penalty: 2764.952637
	Iteration 39Q: 3 clusters Score -448162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -448164.125000 Penalty: 2764.952637
	Iteration 40F: 3 clusters Score -448164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -448166.062500 Penalty: 2764.952637
	Iteration 41Q: 3 clusters Score -448166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -448166.343750 Penalty: 2764.952637
	Iteration 42Q: 3 clusters Score -448166.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -448165.937500 Penalty: 2764.952637
	Iteration 43Q: 3 clusters Score -448165.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -448165.937500 Penalty: 2764.952637
	Iteration 44F: 3 clusters Score -448165.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Entering Unmasked Estep 
Score: -1130773.250000 Penalty: 1535.776245
	Iteration 0F: 2 clusters Score -1130773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1121857.375000 Penalty: 3071.552490
	Iteration 0F: 3 clusters Score -1121857 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1124822.250000 Penalty: 3071.552490
	Iteration 1F: 3 clusters Score -1124822 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1125167.625000 Penalty: 3071.552490
	Iteration 2F: 3 clusters Score -1125168 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1125522.750000 Penalty: 3071.552490
	Iteration 3F: 3 clusters Score -1125523 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1125896.625000 Penalty: 3071.552490
	Iteration 4F: 3 clusters Score -1125897 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1126290.750000 Penalty: 3071.552490
	Iteration 5F: 3 clusters Score -1126291 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1126710.625000 Penalty: 3071.552490
	Iteration 6F: 3 clusters Score -1126711 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1127195.625000 Penalty: 3071.552490
	Iteration 7F: 3 clusters Score -1127196 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1127704.875000 Penalty: 3071.552490
	Iteration 8Q: 3 clusters Score -1127705 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1128228.625000 Penalty: 3071.552490
	Iteration 9Q: 3 clusters Score -1128229 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1128609.500000 Penalty: 3071.552490
	Iteration 10Q: 3 clusters Score -1128610 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1128846.000000 Penalty: 3071.552490
	Iteration 11Q: 3 clusters Score -1128846 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1128972.000000 Penalty: 3071.552490
	Iteration 12Q: 3 clusters Score -1128972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1129070.375000 Penalty: 3071.552490
	Iteration 13Q: 3 clusters Score -1129070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1129140.000000 Penalty: 3071.552490
	Iteration 14Q: 3 clusters Score -1129140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1129201.375000 Penalty: 3071.552490
	Iteration 15Q: 3 clusters Score -1129201 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1129242.875000 Penalty: 3071.552490
	Iteration 16Q: 3 clusters Score -1129243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1129276.500000 Penalty: 3071.552490
	Iteration 17Q: 3 clusters Score -1129276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1129304.875000 Penalty: 3071.552490
	Iteration 18Q: 3 clusters Score -1129305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1129325.250000 Penalty: 3071.552490
	Iteration 19Q: 3 clusters Score -1129325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1129336.250000 Penalty: 3071.552490
	Iteration 20F: 3 clusters Score -1129336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1129341.375000 Penalty: 3071.552490
	Iteration 21Q: 3 clusters Score -1129341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1129346.750000 Penalty: 3071.552490
	Iteration 22Q: 3 clusters Score -1129347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1129351.125000 Penalty: 3071.552490
	Iteration 23Q: 3 clusters Score -1129351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1129356.125000 Penalty: 3071.552490
	Iteration 24Q: 3 clusters Score -1129356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1129358.875000 Penalty: 3071.552490
	Iteration 25Q: 3 clusters Score -1129359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1129361.625000 Penalty: 3071.552490
	Iteration 26Q: 3 clusters Score -1129362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1129363.500000 Penalty: 3071.552490
	Iteration 27Q: 3 clusters Score -1129364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1129367.375000 Penalty: 3071.552490
	Iteration 28Q: 3 clusters Score -1129367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1129366.625000 Penalty: 3071.552490
	Iteration 29Q: 3 clusters Score -1129367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1129371.750000 Penalty: 3071.552490
	Iteration 30Q: 3 clusters Score -1129372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1129378.750000 Penalty: 3071.552490
	Iteration 31Q: 3 clusters Score -1129379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1129382.000000 Penalty: 3071.552490
	Iteration 32Q: 3 clusters Score -1129382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1129386.125000 Penalty: 3071.552490
	Iteration 33Q: 3 clusters Score -1129386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1129392.750000 Penalty: 3071.552490
	Iteration 34Q: 3 clusters Score -1129393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1129398.125000 Penalty: 3071.552490
	Iteration 35Q: 3 clusters Score -1129398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1129402.250000 Penalty: 3071.552490
	Iteration 36Q: 3 clusters Score -1129402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1129408.625000 Penalty: 3071.552490
	Iteration 37Q: 3 clusters Score -1129409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1129413.000000 Penalty: 3071.552490
	Iteration 38Q: 3 clusters Score -1129413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1129419.625000 Penalty: 3071.552490
	Iteration 39Q: 3 clusters Score -1129420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1129421.250000 Penalty: 3071.552490
	Iteration 40F: 3 clusters Score -1129421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1129426.625000 Penalty: 3071.552490
	Iteration 41Q: 3 clusters Score -1129427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1129425.500000 Penalty: 3071.552490
	Iteration 42Q: 3 clusters Score -1129426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1129428.250000 Penalty: 3071.552490
	Iteration 43Q: 3 clusters Score -1129428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1129427.750000 Penalty: 3071.552490
	Iteration 44Q: 3 clusters Score -1129428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1129427.875000 Penalty: 3071.552490
	Iteration 45Q: 3 clusters Score -1129428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1129427.625000 Penalty: 3071.552490
	Iteration 46Q: 3 clusters Score -1129428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1129432.125000 Penalty: 3071.552490
	Iteration 47Q: 3 clusters Score -1129432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1129432.875000 Penalty: 3071.552490
	Iteration 48Q: 3 clusters Score -1129433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1129433.250000 Penalty: 3071.552490
	Iteration 49Q: 3 clusters Score -1129433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1129432.250000 Penalty: 3071.552490
	Iteration 50Q: 3 clusters Score -1129432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1129433.125000 Penalty: 3071.552490
	Iteration 51Q: 3 clusters Score -1129433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1129433.375000 Penalty: 3071.552490
	Iteration 52Q: 3 clusters Score -1129433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1129433.625000 Penalty: 3071.552490
	Iteration 53Q: 3 clusters Score -1129434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1129433.625000 Penalty: 3071.552490
	Iteration 54F: 3 clusters Score -1129434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (147351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Entering Unmasked Estep 
Score: -12733368.000000 Penalty: 1933.843018
	Iteration 0F: 2 clusters Score -1.273337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 73588 members 
Entering Unmasked Estep 
Score: -12634167.000000 Penalty: 3867.686035
	Iteration 0F: 3 clusters Score -1.263417e+07 nChanged 70927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -12675435.000000 Penalty: 3867.686035
	Iteration 1F: 3 clusters Score -1.267544e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76835 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -12676204.000000 Penalty: 3867.686035
	Iteration 2Q: 3 clusters Score -1.26762e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78790 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -12677197.000000 Penalty: 3867.686035
	Iteration 3Q: 3 clusters Score -1.26772e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -12678800.000000 Penalty: 3867.686035
	Iteration 4Q: 3 clusters Score -1.26788e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -12681500.000000 Penalty: 3867.686035
	Iteration 5Q: 3 clusters Score -1.26815e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -12686185.000000 Penalty: 3867.686035
	Iteration 6F: 3 clusters Score -1.268618e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -12693503.000000 Penalty: 3867.686035
	Iteration 7F: 3 clusters Score -1.26935e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -12702648.000000 Penalty: 3867.686035
	Iteration 8F: 3 clusters Score -1.270265e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116130 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -12710639.000000 Penalty: 3867.686035
	Iteration 9F: 3 clusters Score -1.271064e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121013 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -12715656.000000 Penalty: 3867.686035
	Iteration 10Q: 3 clusters Score -1.271566e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124494 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -12718336.000000 Penalty: 3867.686035
	Iteration 11Q: 3 clusters Score -1.271834e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -12720119.000000 Penalty: 3867.686035
	Iteration 12Q: 3 clusters Score -1.272012e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130227 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -12721491.000000 Penalty: 3867.686035
	Iteration 13Q: 3 clusters Score -1.272149e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132776 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -12722900.000000 Penalty: 3867.686035
	Iteration 14Q: 3 clusters Score -1.27229e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135094 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -12724123.000000 Penalty: 3867.686035
	Iteration 15Q: 3 clusters Score -1.272412e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137273 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -12725315.000000 Penalty: 3867.686035
	Iteration 16Q: 3 clusters Score -1.272532e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139212 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -12726413.000000 Penalty: 3867.686035
	Iteration 17Q: 3 clusters Score -1.272641e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141003 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -12727586.000000 Penalty: 3867.686035
	Iteration 18Q: 3 clusters Score -1.272759e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142575 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -12728573.000000 Penalty: 3867.686035
	Iteration 19Q: 3 clusters Score -1.272857e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143913 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -12729496.000000 Penalty: 3867.686035
	Iteration 20F: 3 clusters Score -1.27295e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144989 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -12730298.000000 Penalty: 3867.686035
	Iteration 21Q: 3 clusters Score -1.27303e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -12730786.000000 Penalty: 3867.686035
	Iteration 22Q: 3 clusters Score -1.273079e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146246 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12731107.000000 Penalty: 3867.686035
	Iteration 23Q: 3 clusters Score -1.273111e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146552 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12731317.000000 Penalty: 3867.686035
	Iteration 24Q: 3 clusters Score -1.273132e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -12731455.000000 Penalty: 3867.686035
	Iteration 25Q: 3 clusters Score -1.273146e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146868 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12731528.000000 Penalty: 3867.686035
	Iteration 26Q: 3 clusters Score -1.273153e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146935 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12731613.000000 Penalty: 3867.686035
	Iteration 27Q: 3 clusters Score -1.273161e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146978 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12731657.000000 Penalty: 3867.686035
	Iteration 28Q: 3 clusters Score -1.273166e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147004 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12731688.000000 Penalty: 3867.686035
	Iteration 29Q: 3 clusters Score -1.273169e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147020 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12731696.000000 Penalty: 3867.686035
	Iteration 30Q: 3 clusters Score -1.27317e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12731714.000000 Penalty: 3867.686035
	Iteration 31Q: 3 clusters Score -1.273171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147035 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -12731714.000000 Penalty: 3867.686035
	Iteration 32Q: 3 clusters Score -1.273171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12731721.000000 Penalty: 3867.686035
	Iteration 33Q: 3 clusters Score -1.273172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147042 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -12731725.000000 Penalty: 3867.686035
	Iteration 34Q: 3 clusters Score -1.273172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12731748.000000 Penalty: 3867.686035
	Iteration 35Q: 3 clusters Score -1.273175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147045 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12731745.000000 Penalty: 3867.686035
	Iteration 36Q: 3 clusters Score -1.273174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12731746.000000 Penalty: 3867.686035
	Iteration 37Q: 3 clusters Score -1.273175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -12731754.000000 Penalty: 3867.686035
	Iteration 38Q: 3 clusters Score -1.273175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147055 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -12731756.000000 Penalty: 3867.686035
	Iteration 39Q: 3 clusters Score -1.273176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12731755.000000 Penalty: 3867.686035
	Iteration 40F: 3 clusters Score -1.273176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -12731761.000000 Penalty: 3867.686035
	Iteration 41Q: 3 clusters Score -1.273176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147056 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12731764.000000 Penalty: 3867.686035
	Iteration 42Q: 3 clusters Score -1.273176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147056 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12731764.000000 Penalty: 3867.686035
	Iteration 43F: 3 clusters Score -1.273176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Entering Unmasked Estep 
Score: -682741.562500 Penalty: 1452.703247
	Iteration 0F: 2 clusters Score -682741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -677101.562500 Penalty: 2905.406494
	Iteration 0F: 3 clusters Score -677101.6 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -678759.687500 Penalty: 2905.406494
	Iteration 1F: 3 clusters Score -678759.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -678968.312500 Penalty: 2905.406494
	Iteration 2F: 3 clusters Score -678968.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -679140.437500 Penalty: 2905.406494
	Iteration 3F: 3 clusters Score -679140.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -679254.875000 Penalty: 2905.406494
	Iteration 4Q: 3 clusters Score -679254.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -679342.187500 Penalty: 2905.406494
	Iteration 5Q: 3 clusters Score -679342.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -679428.437500 Penalty: 2905.406494
	Iteration 6Q: 3 clusters Score -679428.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -679503.312500 Penalty: 2905.406494
	Iteration 7Q: 3 clusters Score -679503.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -679574.875000 Penalty: 2905.406494
	Iteration 8Q: 3 clusters Score -679574.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -679647.625000 Penalty: 2905.406494
	Iteration 9Q: 3 clusters Score -679647.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -679729.812500 Penalty: 2905.406494
	Iteration 10Q: 3 clusters Score -679729.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -679825.437500 Penalty: 2905.406494
	Iteration 11Q: 3 clusters Score -679825.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -679935.437500 Penalty: 2905.406494
	Iteration 12Q: 3 clusters Score -679935.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -680075.250000 Penalty: 2905.406494
	Iteration 13Q: 3 clusters Score -680075.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -680230.750000 Penalty: 2905.406494
	Iteration 14Q: 3 clusters Score -680230.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -680386.250000 Penalty: 2905.406494
	Iteration 15Q: 3 clusters Score -680386.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -680530.187500 Penalty: 2905.406494
	Iteration 16Q: 3 clusters Score -680530.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -680667.687500 Penalty: 2905.406494
	Iteration 17Q: 3 clusters Score -680667.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -680781.000000 Penalty: 2905.406494
	Iteration 18Q: 3 clusters Score -680781 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -680866.250000 Penalty: 2905.406494
	Iteration 19Q: 3 clusters Score -680866.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -680930.812500 Penalty: 2905.406494
	Iteration 20F: 3 clusters Score -680930.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -680972.625000 Penalty: 2905.406494
	Iteration 21Q: 3 clusters Score -680972.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -681003.625000 Penalty: 2905.406494
	Iteration 22Q: 3 clusters Score -681003.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -681031.937500 Penalty: 2905.406494
	Iteration 23Q: 3 clusters Score -681031.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -681048.062500 Penalty: 2905.406494
	Iteration 24Q: 3 clusters Score -681048.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -681070.375000 Penalty: 2905.406494
	Iteration 25Q: 3 clusters Score -681070.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -681092.000000 Penalty: 2905.406494
	Iteration 26Q: 3 clusters Score -681092 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -681114.312500 Penalty: 2905.406494
	Iteration 27Q: 3 clusters Score -681114.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -681135.375000 Penalty: 2905.406494
	Iteration 28Q: 3 clusters Score -681135.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -681156.187500 Penalty: 2905.406494
	Iteration 29Q: 3 clusters Score -681156.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -681181.000000 Penalty: 2905.406494
	Iteration 30Q: 3 clusters Score -681181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -681199.375000 Penalty: 2905.406494
	Iteration 31Q: 3 clusters Score -681199.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -681213.750000 Penalty: 2905.406494
	Iteration 32Q: 3 clusters Score -681213.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -681228.250000 Penalty: 2905.406494
	Iteration 33Q: 3 clusters Score -681228.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -681237.687500 Penalty: 2905.406494
	Iteration 34Q: 3 clusters Score -681237.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -681245.875000 Penalty: 2905.406494
	Iteration 35Q: 3 clusters Score -681245.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -681256.437500 Penalty: 2905.406494
	Iteration 36Q: 3 clusters Score -681256.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -681273.187500 Penalty: 2905.406494
	Iteration 37Q: 3 clusters Score -681273.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -681290.750000 Penalty: 2905.406494
	Iteration 38Q: 3 clusters Score -681290.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -681306.312500 Penalty: 2905.406494
	Iteration 39Q: 3 clusters Score -681306.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -681322.125000 Penalty: 2905.406494
	Iteration 40F: 3 clusters Score -681322.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -681342.312500 Penalty: 2905.406494
	Iteration 41Q: 3 clusters Score -681342.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -681364.437500 Penalty: 2905.406494
	Iteration 42Q: 3 clusters Score -681364.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -681395.875000 Penalty: 2905.406494
	Iteration 43Q: 3 clusters Score -681395.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -681425.125000 Penalty: 2905.406494
	Iteration 44Q: 3 clusters Score -681425.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -681447.562500 Penalty: 2905.406494
	Iteration 45Q: 3 clusters Score -681447.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -681464.937500 Penalty: 2905.406494
	Iteration 46Q: 3 clusters Score -681464.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -681479.125000 Penalty: 2905.406494
	Iteration 47Q: 3 clusters Score -681479.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -681491.312500 Penalty: 2905.406494
	Iteration 48Q: 3 clusters Score -681491.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -681496.562500 Penalty: 2905.406494
	Iteration 49Q: 3 clusters Score -681496.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -681500.437500 Penalty: 2905.406494
	Iteration 50Q: 3 clusters Score -681500.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -681503.312500 Penalty: 2905.406494
	Iteration 51Q: 3 clusters Score -681503.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -681507.875000 Penalty: 2905.406494
	Iteration 52Q: 3 clusters Score -681507.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -681509.687500 Penalty: 2905.406494
	Iteration 53Q: 3 clusters Score -681509.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -681516.937500 Penalty: 2905.406494
	Iteration 54Q: 3 clusters Score -681516.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -681526.062500 Penalty: 2905.406494
	Iteration 55Q: 3 clusters Score -681526.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -681528.937500 Penalty: 2905.406494
	Iteration 56Q: 3 clusters Score -681528.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -681533.187500 Penalty: 2905.406494
	Iteration 57Q: 3 clusters Score -681533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -681537.750000 Penalty: 2905.406494
	Iteration 58Q: 3 clusters Score -681537.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -681539.687500 Penalty: 2905.406494
	Iteration 59Q: 3 clusters Score -681539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -681542.562500 Penalty: 2905.406494
	Iteration 60F: 3 clusters Score -681542.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -681546.437500 Penalty: 2905.406494
	Iteration 61Q: 3 clusters Score -681546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -681547.750000 Penalty: 2905.406494
	Iteration 62Q: 3 clusters Score -681547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -681549.250000 Penalty: 2905.406494
	Iteration 63Q: 3 clusters Score -681549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -681549.062500 Penalty: 2905.406494
	Iteration 64Q: 3 clusters Score -681549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -681548.687500 Penalty: 2905.406494
	Iteration 65Q: 3 clusters Score -681548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -681550.125000 Penalty: 2905.406494
	Iteration 66Q: 3 clusters Score -681550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -681550.687500 Penalty: 2905.406494
	Iteration 67Q: 3 clusters Score -681550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -681550.687500 Penalty: 2905.406494
	Iteration 68F: 3 clusters Score -681550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Entering Unmasked Estep 
Score: -270084.125000 Penalty: 1302.651733
	Iteration 0F: 2 clusters Score -270084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -267334.875000 Penalty: 2605.303467
	Iteration 0F: 3 clusters Score -267334.9 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -267988.781250 Penalty: 2605.303467
	Iteration 1F: 3 clusters Score -267988.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -268125.781250 Penalty: 2605.303467
	Iteration 2F: 3 clusters Score -268125.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -268221.187500 Penalty: 2605.303467
	Iteration 3Q: 3 clusters Score -268221.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -268339.312500 Penalty: 2605.303467
	Iteration 4Q: 3 clusters Score -268339.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -268461.531250 Penalty: 2605.303467
	Iteration 5Q: 3 clusters Score -268461.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -268585.312500 Penalty: 2605.303467
	Iteration 6Q: 3 clusters Score -268585.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -268743.937500 Penalty: 2605.303467
	Iteration 7Q: 3 clusters Score -268743.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -268884.187500 Penalty: 2605.303467
	Iteration 8Q: 3 clusters Score -268884.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -269058.156250 Penalty: 2605.303467
	Iteration 9Q: 3 clusters Score -269058.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -269225.406250 Penalty: 2605.303467
	Iteration 10Q: 3 clusters Score -269225.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -269344.343750 Penalty: 2605.303467
	Iteration 11Q: 3 clusters Score -269344.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -269412.531250 Penalty: 2605.303467
	Iteration 12Q: 3 clusters Score -269412.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -269442.875000 Penalty: 2605.303467
	Iteration 13Q: 3 clusters Score -269442.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -269460.031250 Penalty: 2605.303467
	Iteration 14Q: 3 clusters Score -269460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -269471.250000 Penalty: 2605.303467
	Iteration 15Q: 3 clusters Score -269471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -269481.843750 Penalty: 2605.303467
	Iteration 16Q: 3 clusters Score -269481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -269488.031250 Penalty: 2605.303467
	Iteration 17Q: 3 clusters Score -269488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -269490.312500 Penalty: 2605.303467
	Iteration 18Q: 3 clusters Score -269490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -269492.406250 Penalty: 2605.303467
	Iteration 19Q: 3 clusters Score -269492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -269494.656250 Penalty: 2605.303467
	Iteration 20F: 3 clusters Score -269494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -269496.781250 Penalty: 2605.303467
	Iteration 21Q: 3 clusters Score -269496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -269500.906250 Penalty: 2605.303467
	Iteration 22Q: 3 clusters Score -269500.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -269504.531250 Penalty: 2605.303467
	Iteration 23Q: 3 clusters Score -269504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -269505.406250 Penalty: 2605.303467
	Iteration 24Q: 3 clusters Score -269505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -269505.843750 Penalty: 2605.303467
	Iteration 25Q: 3 clusters Score -269505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -269505.843750 Penalty: 2605.303467
	Iteration 26F: 3 clusters Score -269505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (285769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285769 members 
Entering Unmasked Estep 
Score: -25598646.000000 Penalty: 2041.477539
	Iteration 0F: 2 clusters Score -2.559865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143048 members 
Mstep: Class 2 contains 142721 members 
Entering Unmasked Estep 
Score: -25417258.000000 Penalty: 4082.955078
	Iteration 0F: 3 clusters Score -2.541726e+07 nChanged 139292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 137883 members 
Entering Unmasked Estep 
Score: -25500098.000000 Penalty: 4082.955078
	Iteration 1F: 3 clusters Score -2.55001e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150399 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -25501676.000000 Penalty: 4082.955078
	Iteration 2Q: 3 clusters Score -2.550168e+07 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 131510 members 
Entering Unmasked Estep 
Score: -25503752.000000 Penalty: 4082.955078
	Iteration 3Q: 3 clusters Score -2.550375e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -25507522.000000 Penalty: 4082.955078
	Iteration 4Q: 3 clusters Score -2.550752e+07 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -25513642.000000 Penalty: 4082.955078
	Iteration 5Q: 3 clusters Score -2.551364e+07 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180130 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -25523600.000000 Penalty: 4082.955078
	Iteration 6F: 3 clusters Score -2.55236e+07 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192487 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -25537956.000000 Penalty: 4082.955078
	Iteration 7F: 3 clusters Score -2.553796e+07 nChanged 18680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202333 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -25552876.000000 Penalty: 4082.955078
	Iteration 8F: 3 clusters Score -2.555288e+07 nChanged 15677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207594 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -25562154.000000 Penalty: 4082.955078
	Iteration 9F: 3 clusters Score -2.556215e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210214 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -25565736.000000 Penalty: 4082.955078
	Iteration 10Q: 3 clusters Score -2.556574e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212076 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -25567034.000000 Penalty: 4082.955078
	Iteration 11Q: 3 clusters Score -2.556703e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213638 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -25567588.000000 Penalty: 4082.955078
	Iteration 12Q: 3 clusters Score -2.556759e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215129 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -25568074.000000 Penalty: 4082.955078
	Iteration 13Q: 3 clusters Score -2.556807e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216602 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -25568592.000000 Penalty: 4082.955078
	Iteration 14Q: 3 clusters Score -2.556859e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217989 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -25569188.000000 Penalty: 4082.955078
	Iteration 15Q: 3 clusters Score -2.556919e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219279 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -25569848.000000 Penalty: 4082.955078
	Iteration 16Q: 3 clusters Score -2.556985e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220545 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -25570430.000000 Penalty: 4082.955078
	Iteration 17Q: 3 clusters Score -2.557043e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221743 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -25571110.000000 Penalty: 4082.955078
	Iteration 18Q: 3 clusters Score -2.557111e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222936 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -25571670.000000 Penalty: 4082.955078
	Iteration 19Q: 3 clusters Score -2.557167e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224057 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -25572186.000000 Penalty: 4082.955078
	Iteration 20F: 3 clusters Score -2.557219e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225132 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -25572700.000000 Penalty: 4082.955078
	Iteration 21Q: 3 clusters Score -2.55727e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226170 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -25573448.000000 Penalty: 4082.955078
	Iteration 22Q: 3 clusters Score -2.557345e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227269 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -25574092.000000 Penalty: 4082.955078
	Iteration 23Q: 3 clusters Score -2.557409e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228341 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -25574614.000000 Penalty: 4082.955078
	Iteration 24Q: 3 clusters Score -2.557461e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229459 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -25575350.000000 Penalty: 4082.955078
	Iteration 25Q: 3 clusters Score -2.557535e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230551 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -25575980.000000 Penalty: 4082.955078
	Iteration 26Q: 3 clusters Score -2.557598e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231646 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -25576444.000000 Penalty: 4082.955078
	Iteration 27Q: 3 clusters Score -2.557644e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232809 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -25576950.000000 Penalty: 4082.955078
	Iteration 28Q: 3 clusters Score -2.557695e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233921 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -25577342.000000 Penalty: 4082.955078
	Iteration 29Q: 3 clusters Score -2.557734e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235124 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -25577940.000000 Penalty: 4082.955078
	Iteration 30Q: 3 clusters Score -2.557794e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236394 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -25578338.000000 Penalty: 4082.955078
	Iteration 31Q: 3 clusters Score -2.557834e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237710 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -25578838.000000 Penalty: 4082.955078
	Iteration 32Q: 3 clusters Score -2.557884e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239097 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -25579222.000000 Penalty: 4082.955078
	Iteration 33Q: 3 clusters Score -2.557922e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240479 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -25579566.000000 Penalty: 4082.955078
	Iteration 34Q: 3 clusters Score -2.557957e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241897 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -25579982.000000 Penalty: 4082.955078
	Iteration 35Q: 3 clusters Score -2.557998e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243403 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -25580478.000000 Penalty: 4082.955078
	Iteration 36Q: 3 clusters Score -2.558048e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244924 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -25580850.000000 Penalty: 4082.955078
	Iteration 37Q: 3 clusters Score -2.558085e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246455 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -25581272.000000 Penalty: 4082.955078
	Iteration 38Q: 3 clusters Score -2.558127e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247993 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -25581692.000000 Penalty: 4082.955078
	Iteration 39Q: 3 clusters Score -2.558169e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249610 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -25582268.000000 Penalty: 4082.955078
	Iteration 40F: 3 clusters Score -2.558227e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251201 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -25582718.000000 Penalty: 4082.955078
	Iteration 41Q: 3 clusters Score -2.558272e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252791 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -25583218.000000 Penalty: 4082.955078
	Iteration 42Q: 3 clusters Score -2.558322e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254419 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -25583782.000000 Penalty: 4082.955078
	Iteration 43Q: 3 clusters Score -2.558378e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256013 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -25584288.000000 Penalty: 4082.955078
	Iteration 44Q: 3 clusters Score -2.558429e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257604 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -25584882.000000 Penalty: 4082.955078
	Iteration 45Q: 3 clusters Score -2.558488e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259185 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -25585420.000000 Penalty: 4082.955078
	Iteration 46Q: 3 clusters Score -2.558542e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260709 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -25585824.000000 Penalty: 4082.955078
	Iteration 47Q: 3 clusters Score -2.558582e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262217 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -25586420.000000 Penalty: 4082.955078
	Iteration 48Q: 3 clusters Score -2.558642e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263761 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -25587062.000000 Penalty: 4082.955078
	Iteration 49Q: 3 clusters Score -2.558706e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265325 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -25587768.000000 Penalty: 4082.955078
	Iteration 50Q: 3 clusters Score -2.558777e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266837 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -25588424.000000 Penalty: 4082.955078
	Iteration 51Q: 3 clusters Score -2.558842e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268273 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -25589054.000000 Penalty: 4082.955078
	Iteration 52Q: 3 clusters Score -2.558905e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269702 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -25589638.000000 Penalty: 4082.955078
	Iteration 53Q: 3 clusters Score -2.558964e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271072 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -25590146.000000 Penalty: 4082.955078
	Iteration 54Q: 3 clusters Score -2.559015e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272377 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -25590940.000000 Penalty: 4082.955078
	Iteration 55Q: 3 clusters Score -2.559094e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273622 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -25591448.000000 Penalty: 4082.955078
	Iteration 56Q: 3 clusters Score -2.559145e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274825 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -25592052.000000 Penalty: 4082.955078
	Iteration 57Q: 3 clusters Score -2.559205e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275912 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -25592634.000000 Penalty: 4082.955078
	Iteration 58Q: 3 clusters Score -2.559263e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276894 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -25593224.000000 Penalty: 4082.955078
	Iteration 59Q: 3 clusters Score -2.559322e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277751 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -25593700.000000 Penalty: 4082.955078
	Iteration 60F: 3 clusters Score -2.55937e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278528 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -25594198.000000 Penalty: 4082.955078
	Iteration 61Q: 3 clusters Score -2.55942e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279160 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -25594734.000000 Penalty: 4082.955078
	Iteration 62Q: 3 clusters Score -2.559473e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279638 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -25595192.000000 Penalty: 4082.955078
	Iteration 63Q: 3 clusters Score -2.559519e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280018 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -25595498.000000 Penalty: 4082.955078
	Iteration 64Q: 3 clusters Score -2.55955e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280354 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -25595728.000000 Penalty: 4082.955078
	Iteration 65Q: 3 clusters Score -2.559573e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280617 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -25595916.000000 Penalty: 4082.955078
	Iteration 66Q: 3 clusters Score -2.559592e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280821 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -25595982.000000 Penalty: 4082.955078
	Iteration 67Q: 3 clusters Score -2.559598e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280986 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -25596054.000000 Penalty: 4082.955078
	Iteration 68Q: 3 clusters Score -2.559605e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281131 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -25596062.000000 Penalty: 4082.955078
	Iteration 69Q: 3 clusters Score -2.559606e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281240 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -25596062.000000 Penalty: 4082.955078
	Iteration 70Q: 3 clusters Score -2.559606e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281338 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -25596122.000000 Penalty: 4082.955078
	Iteration 71Q: 3 clusters Score -2.559612e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281446 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -25596172.000000 Penalty: 4082.955078
	Iteration 72Q: 3 clusters Score -2.559617e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281551 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -25596202.000000 Penalty: 4082.955078
	Iteration 73Q: 3 clusters Score -2.55962e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281655 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -25596192.000000 Penalty: 4082.955078
	Iteration 74Q: 3 clusters Score -2.559619e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281751 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -25596152.000000 Penalty: 4082.955078
	Iteration 75Q: 3 clusters Score -2.559615e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281846 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -25596172.000000 Penalty: 4082.955078
	Iteration 76Q: 3 clusters Score -2.559617e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281917 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -25596182.000000 Penalty: 4082.955078
	Iteration 77Q: 3 clusters Score -2.559618e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281981 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -25596172.000000 Penalty: 4082.955078
	Iteration 78Q: 3 clusters Score -2.559617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282043 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -25596214.000000 Penalty: 4082.955078
	Iteration 79Q: 3 clusters Score -2.559621e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282110 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -25596230.000000 Penalty: 4082.955078
	Iteration 80F: 3 clusters Score -2.559623e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282175 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -25596278.000000 Penalty: 4082.955078
	Iteration 81Q: 3 clusters Score -2.559628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282231 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -25596272.000000 Penalty: 4082.955078
	Iteration 82Q: 3 clusters Score -2.559627e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282300 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -25596284.000000 Penalty: 4082.955078
	Iteration 83Q: 3 clusters Score -2.559628e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282369 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -25596340.000000 Penalty: 4082.955078
	Iteration 84Q: 3 clusters Score -2.559634e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282440 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -25596340.000000 Penalty: 4082.955078
	Iteration 85Q: 3 clusters Score -2.559634e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282522 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -25596338.000000 Penalty: 4082.955078
	Iteration 86Q: 3 clusters Score -2.559634e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282596 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -25596350.000000 Penalty: 4082.955078
	Iteration 87Q: 3 clusters Score -2.559635e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282662 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -25596316.000000 Penalty: 4082.955078
	Iteration 88Q: 3 clusters Score -2.559632e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282741 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -25596364.000000 Penalty: 4082.955078
	Iteration 89Q: 3 clusters Score -2.559636e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282819 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -25596372.000000 Penalty: 4082.955078
	Iteration 90Q: 3 clusters Score -2.559637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282881 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -25596380.000000 Penalty: 4082.955078
	Iteration 91Q: 3 clusters Score -2.559638e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282942 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -25596388.000000 Penalty: 4082.955078
	Iteration 92Q: 3 clusters Score -2.559639e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283003 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -25596434.000000 Penalty: 4082.955078
	Iteration 93Q: 3 clusters Score -2.559643e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283063 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -25596516.000000 Penalty: 4082.955078
	Iteration 94Q: 3 clusters Score -2.559652e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283126 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -25596492.000000 Penalty: 4082.955078
	Iteration 95Q: 3 clusters Score -2.559649e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283183 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -25596528.000000 Penalty: 4082.955078
	Iteration 96Q: 3 clusters Score -2.559653e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283232 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -25596534.000000 Penalty: 4082.955078
	Iteration 97Q: 3 clusters Score -2.559653e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283273 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -25596560.000000 Penalty: 4082.955078
	Iteration 98Q: 3 clusters Score -2.559656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283313 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -25596560.000000 Penalty: 4082.955078
	Iteration 99Q: 3 clusters Score -2.559656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283354 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -25596578.000000 Penalty: 4082.955078
	Iteration 100F: 3 clusters Score -2.559658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283377 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -25596608.000000 Penalty: 4082.955078
	Iteration 101Q: 3 clusters Score -2.559661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283403 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -25596614.000000 Penalty: 4082.955078
	Iteration 102Q: 3 clusters Score -2.559661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283423 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -25596616.000000 Penalty: 4082.955078
	Iteration 103Q: 3 clusters Score -2.559662e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283454 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -25596624.000000 Penalty: 4082.955078
	Iteration 104Q: 3 clusters Score -2.559662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283485 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -25596644.000000 Penalty: 4082.955078
	Iteration 105Q: 3 clusters Score -2.559664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283520 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -25596660.000000 Penalty: 4082.955078
	Iteration 106Q: 3 clusters Score -2.559666e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283556 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -25596678.000000 Penalty: 4082.955078
	Iteration 107Q: 3 clusters Score -2.559668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283592 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -25596674.000000 Penalty: 4082.955078
	Iteration 108Q: 3 clusters Score -2.559667e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283629 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -25596660.000000 Penalty: 4082.955078
	Iteration 109Q: 3 clusters Score -2.559666e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283660 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25596694.000000 Penalty: 4082.955078
	Iteration 110Q: 3 clusters Score -2.559669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283692 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -25596694.000000 Penalty: 4082.955078
	Iteration 111Q: 3 clusters Score -2.559669e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283724 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -25596738.000000 Penalty: 4082.955078
	Iteration 112Q: 3 clusters Score -2.559674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283747 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -25596726.000000 Penalty: 4082.955078
	Iteration 113Q: 3 clusters Score -2.559673e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283768 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -25596738.000000 Penalty: 4082.955078
	Iteration 114Q: 3 clusters Score -2.559674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283793 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -25596750.000000 Penalty: 4082.955078
	Iteration 115Q: 3 clusters Score -2.559675e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283816 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -25596756.000000 Penalty: 4082.955078
	Iteration 116Q: 3 clusters Score -2.559676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283838 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -25596762.000000 Penalty: 4082.955078
	Iteration 117Q: 3 clusters Score -2.559676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283851 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -25596776.000000 Penalty: 4082.955078
	Iteration 118Q: 3 clusters Score -2.559678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283869 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -25596788.000000 Penalty: 4082.955078
	Iteration 119Q: 3 clusters Score -2.559679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283883 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -25596794.000000 Penalty: 4082.955078
	Iteration 120F: 3 clusters Score -2.559679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283900 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -25596794.000000 Penalty: 4082.955078
	Iteration 121Q: 3 clusters Score -2.559679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283916 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -25596810.000000 Penalty: 4082.955078
	Iteration 122Q: 3 clusters Score -2.559681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283923 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -25596816.000000 Penalty: 4082.955078
	Iteration 123Q: 3 clusters Score -2.559682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283933 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -25596810.000000 Penalty: 4082.955078
	Iteration 124Q: 3 clusters Score -2.559681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283944 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -25596832.000000 Penalty: 4082.955078
	Iteration 125Q: 3 clusters Score -2.559683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283954 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -25596830.000000 Penalty: 4082.955078
	Iteration 126Q: 3 clusters Score -2.559683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283965 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -25596820.000000 Penalty: 4082.955078
	Iteration 127Q: 3 clusters Score -2.559682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283974 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -25596836.000000 Penalty: 4082.955078
	Iteration 128Q: 3 clusters Score -2.559684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283984 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -25596842.000000 Penalty: 4082.955078
	Iteration 129Q: 3 clusters Score -2.559684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283987 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -25596838.000000 Penalty: 4082.955078
	Iteration 130Q: 3 clusters Score -2.559684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283990 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -25596852.000000 Penalty: 4082.955078
	Iteration 131Q: 3 clusters Score -2.559685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283991 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -25596854.000000 Penalty: 4082.955078
	Iteration 132Q: 3 clusters Score -2.559685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283994 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -25596844.000000 Penalty: 4082.955078
	Iteration 133Q: 3 clusters Score -2.559684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283996 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -25596844.000000 Penalty: 4082.955078
	Iteration 134Q: 3 clusters Score -2.559684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283998 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -25596848.000000 Penalty: 4082.955078
	Iteration 135Q: 3 clusters Score -2.559685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284000 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -25596866.000000 Penalty: 4082.955078
	Iteration 136Q: 3 clusters Score -2.559687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284003 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -25596876.000000 Penalty: 4082.955078
	Iteration 137Q: 3 clusters Score -2.559688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284007 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -25596850.000000 Penalty: 4082.955078
	Iteration 138Q: 3 clusters Score -2.559685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284011 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -25596850.000000 Penalty: 4082.955078
	Iteration 139Q: 3 clusters Score -2.559685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284015 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -25596848.000000 Penalty: 4082.955078
	Iteration 140F: 3 clusters Score -2.559685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284021 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -25596870.000000 Penalty: 4082.955078
	Iteration 141Q: 3 clusters Score -2.559687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284027 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -25596876.000000 Penalty: 4082.955078
	Iteration 142Q: 3 clusters Score -2.559688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284042 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -25596878.000000 Penalty: 4082.955078
	Iteration 143Q: 3 clusters Score -2.559688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284053 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -25596890.000000 Penalty: 4082.955078
	Iteration 144Q: 3 clusters Score -2.559689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284070 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -25596900.000000 Penalty: 4082.955078
	Iteration 145Q: 3 clusters Score -2.55969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284081 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -25596904.000000 Penalty: 4082.955078
	Iteration 146Q: 3 clusters Score -2.55969e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284096 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -25596888.000000 Penalty: 4082.955078
	Iteration 147Q: 3 clusters Score -2.559689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284111 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25596896.000000 Penalty: 4082.955078
	Iteration 148Q: 3 clusters Score -2.55969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284121 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -25596912.000000 Penalty: 4082.955078
	Iteration 149Q: 3 clusters Score -2.559691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284126 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -25596904.000000 Penalty: 4082.955078
	Iteration 150Q: 3 clusters Score -2.55969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284132 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -25596904.000000 Penalty: 4082.955078
	Iteration 151Q: 3 clusters Score -2.55969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284137 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -25596914.000000 Penalty: 4082.955078
	Iteration 152Q: 3 clusters Score -2.559691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284139 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -25596918.000000 Penalty: 4082.955078
	Iteration 153Q: 3 clusters Score -2.559692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284141 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -25596912.000000 Penalty: 4082.955078
	Iteration 154Q: 3 clusters Score -2.559691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284143 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -25596900.000000 Penalty: 4082.955078
	Iteration 155Q: 3 clusters Score -2.55969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284145 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -25596900.000000 Penalty: 4082.955078
	Iteration 156Q: 3 clusters Score -2.55969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284146 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -25596898.000000 Penalty: 4082.955078
	Iteration 157Q: 3 clusters Score -2.55969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284146 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -25596898.000000 Penalty: 4082.955078
	Iteration 158Q: 3 clusters Score -2.55969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284147 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -25596892.000000 Penalty: 4082.955078
	Iteration 159Q: 3 clusters Score -2.559689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284148 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -25596900.000000 Penalty: 4082.955078
	Iteration 160F: 3 clusters Score -2.55969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Entering Unmasked Estep 
Score: -1554264.375000 Penalty: 1595.784790
	Iteration 0F: 2 clusters Score -1554264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1541673.625000 Penalty: 3191.569580
	Iteration 0F: 3 clusters Score -1541674 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1545995.125000 Penalty: 3191.569580
	Iteration 1F: 3 clusters Score -1545995 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1546321.125000 Penalty: 3191.569580
	Iteration 2Q: 3 clusters Score -1546321 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1546654.875000 Penalty: 3191.569580
	Iteration 3Q: 3 clusters Score -1546655 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1547062.125000 Penalty: 3191.569580
	Iteration 4Q: 3 clusters Score -1547062 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1547546.375000 Penalty: 3191.569580
	Iteration 5F: 3 clusters Score -1547546 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1548164.375000 Penalty: 3191.569580
	Iteration 6F: 3 clusters Score -1548164 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1548824.000000 Penalty: 3191.569580
	Iteration 7F: 3 clusters Score -1548824 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1549528.125000 Penalty: 3191.569580
	Iteration 8F: 3 clusters Score -1549528 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1550122.125000 Penalty: 3191.569580
	Iteration 9F: 3 clusters Score -1550122 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1550611.000000 Penalty: 3191.569580
	Iteration 10Q: 3 clusters Score -1550611 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1550973.500000 Penalty: 3191.569580
	Iteration 11Q: 3 clusters Score -1550974 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1551209.875000 Penalty: 3191.569580
	Iteration 12Q: 3 clusters Score -1551210 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1551368.750000 Penalty: 3191.569580
	Iteration 13Q: 3 clusters Score -1551369 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1551477.125000 Penalty: 3191.569580
	Iteration 14Q: 3 clusters Score -1551477 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1551562.375000 Penalty: 3191.569580
	Iteration 15Q: 3 clusters Score -1551562 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1551640.625000 Penalty: 3191.569580
	Iteration 16Q: 3 clusters Score -1551641 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1551745.000000 Penalty: 3191.569580
	Iteration 17Q: 3 clusters Score -1551745 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1551871.375000 Penalty: 3191.569580
	Iteration 18Q: 3 clusters Score -1551871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1552076.500000 Penalty: 3191.569580
	Iteration 19Q: 3 clusters Score -1552076 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1552303.500000 Penalty: 3191.569580
	Iteration 20F: 3 clusters Score -1552304 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1552504.250000 Penalty: 3191.569580
	Iteration 21Q: 3 clusters Score -1552504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1552656.625000 Penalty: 3191.569580
	Iteration 22Q: 3 clusters Score -1552657 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1552725.750000 Penalty: 3191.569580
	Iteration 23Q: 3 clusters Score -1552726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1552770.875000 Penalty: 3191.569580
	Iteration 24Q: 3 clusters Score -1552771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1552805.500000 Penalty: 3191.569580
	Iteration 25Q: 3 clusters Score -1552806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1552829.375000 Penalty: 3191.569580
	Iteration 26Q: 3 clusters Score -1552829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1552852.375000 Penalty: 3191.569580
	Iteration 27Q: 3 clusters Score -1552852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1552875.000000 Penalty: 3191.569580
	Iteration 28Q: 3 clusters Score -1552875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1552894.625000 Penalty: 3191.569580
	Iteration 29Q: 3 clusters Score -1552895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1552914.500000 Penalty: 3191.569580
	Iteration 30Q: 3 clusters Score -1552914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1552925.625000 Penalty: 3191.569580
	Iteration 31Q: 3 clusters Score -1552926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1552936.000000 Penalty: 3191.569580
	Iteration 32Q: 3 clusters Score -1552936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1552942.500000 Penalty: 3191.569580
	Iteration 33Q: 3 clusters Score -1552942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1552946.875000 Penalty: 3191.569580
	Iteration 34Q: 3 clusters Score -1552947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1552951.625000 Penalty: 3191.569580
	Iteration 35Q: 3 clusters Score -1552952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1552952.625000 Penalty: 3191.569580
	Iteration 36Q: 3 clusters Score -1552953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1552953.750000 Penalty: 3191.569580
	Iteration 37Q: 3 clusters Score -1552954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1552953.500000 Penalty: 3191.569580
	Iteration 38Q: 3 clusters Score -1552954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1552953.125000 Penalty: 3191.569580
	Iteration 39Q: 3 clusters Score -1552953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1552953.750000 Penalty: 3191.569580
	Iteration 40F: 3 clusters Score -1552954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1552954.125000 Penalty: 3191.569580
	Iteration 41Q: 3 clusters Score -1552954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1552954.125000 Penalty: 3191.569580
	Iteration 42Q: 3 clusters Score -1552954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1552954.125000 Penalty: 3191.569580
	Iteration 43F: 3 clusters Score -1552954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Entering Unmasked Estep 
Score: -1604767.250000 Penalty: 1590.990479
	Iteration 0F: 2 clusters Score -1604767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1592526.375000 Penalty: 3181.980957
	Iteration 0F: 3 clusters Score -1592526 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1596777.625000 Penalty: 3181.980957
	Iteration 1F: 3 clusters Score -1596778 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1597130.250000 Penalty: 3181.980957
	Iteration 2F: 3 clusters Score -1597130 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1597467.125000 Penalty: 3181.980957
	Iteration 3Q: 3 clusters Score -1597467 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1597811.875000 Penalty: 3181.980957
	Iteration 4Q: 3 clusters Score -1597812 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1598159.375000 Penalty: 3181.980957
	Iteration 5Q: 3 clusters Score -1598159 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1598579.250000 Penalty: 3181.980957
	Iteration 6Q: 3 clusters Score -1598579 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1599096.125000 Penalty: 3181.980957
	Iteration 7Q: 3 clusters Score -1599096 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1599689.375000 Penalty: 3181.980957
	Iteration 8F: 3 clusters Score -1599689 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1600355.500000 Penalty: 3181.980957
	Iteration 9F: 3 clusters Score -1600356 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1600963.750000 Penalty: 3181.980957
	Iteration 10F: 3 clusters Score -1600964 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1601345.250000 Penalty: 3181.980957
	Iteration 11Q: 3 clusters Score -1601345 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1601547.750000 Penalty: 3181.980957
	Iteration 12Q: 3 clusters Score -1601548 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1601695.875000 Penalty: 3181.980957
	Iteration 13Q: 3 clusters Score -1601696 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1601815.500000 Penalty: 3181.980957
	Iteration 14Q: 3 clusters Score -1601816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1601939.250000 Penalty: 3181.980957
	Iteration 15Q: 3 clusters Score -1601939 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1602091.625000 Penalty: 3181.980957
	Iteration 16Q: 3 clusters Score -1602092 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1602271.625000 Penalty: 3181.980957
	Iteration 17Q: 3 clusters Score -1602272 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1602442.125000 Penalty: 3181.980957
	Iteration 18Q: 3 clusters Score -1602442 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1602605.250000 Penalty: 3181.980957
	Iteration 19Q: 3 clusters Score -1602605 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1602778.500000 Penalty: 3181.980957
	Iteration 20F: 3 clusters Score -1602778 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1602902.375000 Penalty: 3181.980957
	Iteration 21Q: 3 clusters Score -1602902 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1603001.500000 Penalty: 3181.980957
	Iteration 22Q: 3 clusters Score -1603002 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1603070.875000 Penalty: 3181.980957
	Iteration 23Q: 3 clusters Score -1603071 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1603137.250000 Penalty: 3181.980957
	Iteration 24Q: 3 clusters Score -1603137 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1603182.500000 Penalty: 3181.980957
	Iteration 25Q: 3 clusters Score -1603182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1603227.625000 Penalty: 3181.980957
	Iteration 26Q: 3 clusters Score -1603228 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1603262.250000 Penalty: 3181.980957
	Iteration 27Q: 3 clusters Score -1603262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1603282.500000 Penalty: 3181.980957
	Iteration 28Q: 3 clusters Score -1603282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1603301.125000 Penalty: 3181.980957
	Iteration 29Q: 3 clusters Score -1603301 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1603323.250000 Penalty: 3181.980957
	Iteration 30Q: 3 clusters Score -1603323 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1603349.375000 Penalty: 3181.980957
	Iteration 31Q: 3 clusters Score -1603349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1603382.500000 Penalty: 3181.980957
	Iteration 32Q: 3 clusters Score -1603382 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1603401.125000 Penalty: 3181.980957
	Iteration 33Q: 3 clusters Score -1603401 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1603438.375000 Penalty: 3181.980957
	Iteration 34Q: 3 clusters Score -1603438 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1603472.625000 Penalty: 3181.980957
	Iteration 35Q: 3 clusters Score -1603473 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1603508.250000 Penalty: 3181.980957
	Iteration 36Q: 3 clusters Score -1603508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1603533.625000 Penalty: 3181.980957
	Iteration 37Q: 3 clusters Score -1603534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1603553.750000 Penalty: 3181.980957
	Iteration 38Q: 3 clusters Score -1603554 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1603568.500000 Penalty: 3181.980957
	Iteration 39Q: 3 clusters Score -1603568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1603589.250000 Penalty: 3181.980957
	Iteration 40F: 3 clusters Score -1603589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1603617.125000 Penalty: 3181.980957
	Iteration 41Q: 3 clusters Score -1603617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1603647.000000 Penalty: 3181.980957
	Iteration 42Q: 3 clusters Score -1603647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1603663.250000 Penalty: 3181.980957
	Iteration 43Q: 3 clusters Score -1603663 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1603688.625000 Penalty: 3181.980957
	Iteration 44Q: 3 clusters Score -1603689 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1603711.750000 Penalty: 3181.980957
	Iteration 45Q: 3 clusters Score -1603712 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1603741.500000 Penalty: 3181.980957
	Iteration 46Q: 3 clusters Score -1603742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1603769.125000 Penalty: 3181.980957
	Iteration 47Q: 3 clusters Score -1603769 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1603785.125000 Penalty: 3181.980957
	Iteration 48Q: 3 clusters Score -1603785 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1603813.250000 Penalty: 3181.980957
	Iteration 49Q: 3 clusters Score -1603813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1603830.125000 Penalty: 3181.980957
	Iteration 50Q: 3 clusters Score -1603830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1603843.375000 Penalty: 3181.980957
	Iteration 51Q: 3 clusters Score -1603843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1603867.750000 Penalty: 3181.980957
	Iteration 52Q: 3 clusters Score -1603868 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1603894.250000 Penalty: 3181.980957
	Iteration 53Q: 3 clusters Score -1603894 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1603923.875000 Penalty: 3181.980957
	Iteration 54Q: 3 clusters Score -1603924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1603952.000000 Penalty: 3181.980957
	Iteration 55Q: 3 clusters Score -1603952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1603983.000000 Penalty: 3181.980957
	Iteration 56Q: 3 clusters Score -1603983 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1604005.125000 Penalty: 3181.980957
	Iteration 57Q: 3 clusters Score -1604005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1604030.750000 Penalty: 3181.980957
	Iteration 58Q: 3 clusters Score -1604031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1604054.000000 Penalty: 3181.980957
	Iteration 59Q: 3 clusters Score -1604054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1604079.125000 Penalty: 3181.980957
	Iteration 60F: 3 clusters Score -1604079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1604099.375000 Penalty: 3181.980957
	Iteration 61Q: 3 clusters Score -1604099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1604121.500000 Penalty: 3181.980957
	Iteration 62Q: 3 clusters Score -1604122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1604131.500000 Penalty: 3181.980957
	Iteration 63Q: 3 clusters Score -1604132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1604153.125000 Penalty: 3181.980957
	Iteration 64Q: 3 clusters Score -1604153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1604178.000000 Penalty: 3181.980957
	Iteration 65Q: 3 clusters Score -1604178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1604189.125000 Penalty: 3181.980957
	Iteration 66Q: 3 clusters Score -1604189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1604194.375000 Penalty: 3181.980957
	Iteration 67Q: 3 clusters Score -1604194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1604201.125000 Penalty: 3181.980957
	Iteration 68Q: 3 clusters Score -1604201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1604205.125000 Penalty: 3181.980957
	Iteration 69Q: 3 clusters Score -1604205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1604206.500000 Penalty: 3181.980957
	Iteration 70Q: 3 clusters Score -1604206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1604211.875000 Penalty: 3181.980957
	Iteration 71Q: 3 clusters Score -1604212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1604219.750000 Penalty: 3181.980957
	Iteration 72Q: 3 clusters Score -1604220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1604219.000000 Penalty: 3181.980957
	Iteration 73Q: 3 clusters Score -1604219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1604223.750000 Penalty: 3181.980957
	Iteration 74Q: 3 clusters Score -1604224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -1604223.875000 Penalty: 3181.980957
	Iteration 75Q: 3 clusters Score -1604224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1604230.000000 Penalty: 3181.980957
	Iteration 76Q: 3 clusters Score -1604230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1604231.625000 Penalty: 3181.980957
	Iteration 77Q: 3 clusters Score -1604232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1604237.625000 Penalty: 3181.980957
	Iteration 78Q: 3 clusters Score -1604238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1604241.000000 Penalty: 3181.980957
	Iteration 79Q: 3 clusters Score -1604241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1604242.125000 Penalty: 3181.980957
	Iteration 80F: 3 clusters Score -1604242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1604242.000000 Penalty: 3181.980957
	Iteration 81Q: 3 clusters Score -1604242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1604242.000000 Penalty: 3181.980957
	Iteration 82F: 3 clusters Score -1604242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -867295.375000 Penalty: 1492.915771
	Iteration 0F: 2 clusters Score -867295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -860249.875000 Penalty: 2985.831543
	Iteration 0F: 3 clusters Score -860249.9 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -862505.750000 Penalty: 2985.831543
	Iteration 1F: 3 clusters Score -862505.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -862752.562500 Penalty: 2985.831543
	Iteration 2F: 3 clusters Score -862752.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -862957.437500 Penalty: 2985.831543
	Iteration 3Q: 3 clusters Score -862957.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -863129.312500 Penalty: 2985.831543
	Iteration 4Q: 3 clusters Score -863129.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -863304.875000 Penalty: 2985.831543
	Iteration 5Q: 3 clusters Score -863304.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -863486.750000 Penalty: 2985.831543
	Iteration 6Q: 3 clusters Score -863486.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -863637.062500 Penalty: 2985.831543
	Iteration 7Q: 3 clusters Score -863637.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -863802.750000 Penalty: 2985.831543
	Iteration 8Q: 3 clusters Score -863802.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -863990.750000 Penalty: 2985.831543
	Iteration 9Q: 3 clusters Score -863990.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -864212.187500 Penalty: 2985.831543
	Iteration 10Q: 3 clusters Score -864212.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -864435.562500 Penalty: 2985.831543
	Iteration 11Q: 3 clusters Score -864435.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -864636.187500 Penalty: 2985.831543
	Iteration 12Q: 3 clusters Score -864636.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -864781.312500 Penalty: 2985.831543
	Iteration 13Q: 3 clusters Score -864781.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -864862.812500 Penalty: 2985.831543
	Iteration 14Q: 3 clusters Score -864862.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -864934.312500 Penalty: 2985.831543
	Iteration 15Q: 3 clusters Score -864934.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -864981.062500 Penalty: 2985.831543
	Iteration 16Q: 3 clusters Score -864981.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -865007.062500 Penalty: 2985.831543
	Iteration 17Q: 3 clusters Score -865007.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -865023.500000 Penalty: 2985.831543
	Iteration 18Q: 3 clusters Score -865023.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -865035.375000 Penalty: 2985.831543
	Iteration 19Q: 3 clusters Score -865035.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -865048.187500 Penalty: 2985.831543
	Iteration 20F: 3 clusters Score -865048.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -865062.437500 Penalty: 2985.831543
	Iteration 21Q: 3 clusters Score -865062.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -865084.000000 Penalty: 2985.831543
	Iteration 22Q: 3 clusters Score -865084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -865107.250000 Penalty: 2985.831543
	Iteration 23Q: 3 clusters Score -865107.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -865133.812500 Penalty: 2985.831543
	Iteration 24Q: 3 clusters Score -865133.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -865157.062500 Penalty: 2985.831543
	Iteration 25Q: 3 clusters Score -865157.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -865189.937500 Penalty: 2985.831543
	Iteration 26Q: 3 clusters Score -865189.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -865221.125000 Penalty: 2985.831543
	Iteration 27Q: 3 clusters Score -865221.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -865261.875000 Penalty: 2985.831543
	Iteration 28Q: 3 clusters Score -865261.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -865312.125000 Penalty: 2985.831543
	Iteration 29Q: 3 clusters Score -865312.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -865349.375000 Penalty: 2985.831543
	Iteration 30Q: 3 clusters Score -865349.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -865378.687500 Penalty: 2985.831543
	Iteration 31Q: 3 clusters Score -865378.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -865399.625000 Penalty: 2985.831543
	Iteration 32Q: 3 clusters Score -865399.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -865424.000000 Penalty: 2985.831543
	Iteration 33Q: 3 clusters Score -865424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -865455.187500 Penalty: 2985.831543
	Iteration 34Q: 3 clusters Score -865455.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -865476.500000 Penalty: 2985.831543
	Iteration 35Q: 3 clusters Score -865476.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -865498.500000 Penalty: 2985.831543
	Iteration 36Q: 3 clusters Score -865498.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -865525.000000 Penalty: 2985.831543
	Iteration 37Q: 3 clusters Score -865525 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -865547.562500 Penalty: 2985.831543
	Iteration 38Q: 3 clusters Score -865547.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -865571.687500 Penalty: 2985.831543
	Iteration 39Q: 3 clusters Score -865571.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -865594.687500 Penalty: 2985.831543
	Iteration 40F: 3 clusters Score -865594.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -865612.500000 Penalty: 2985.831543
	Iteration 41Q: 3 clusters Score -865612.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -865634.500000 Penalty: 2985.831543
	Iteration 42Q: 3 clusters Score -865634.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -865656.437500 Penalty: 2985.831543
	Iteration 43Q: 3 clusters Score -865656.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -865674.687500 Penalty: 2985.831543
	Iteration 44Q: 3 clusters Score -865674.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -865689.062500 Penalty: 2985.831543
	Iteration 45Q: 3 clusters Score -865689.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -865703.625000 Penalty: 2985.831543
	Iteration 46Q: 3 clusters Score -865703.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -865721.875000 Penalty: 2985.831543
	Iteration 47Q: 3 clusters Score -865721.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -865737.875000 Penalty: 2985.831543
	Iteration 48Q: 3 clusters Score -865737.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -865762.187500 Penalty: 2985.831543
	Iteration 49Q: 3 clusters Score -865762.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -865789.875000 Penalty: 2985.831543
	Iteration 50Q: 3 clusters Score -865789.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -865809.437500 Penalty: 2985.831543
	Iteration 51Q: 3 clusters Score -865809.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -865825.687500 Penalty: 2985.831543
	Iteration 52Q: 3 clusters Score -865825.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -865843.687500 Penalty: 2985.831543
	Iteration 53Q: 3 clusters Score -865843.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -865859.812500 Penalty: 2985.831543
	Iteration 54Q: 3 clusters Score -865859.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -865879.562500 Penalty: 2985.831543
	Iteration 55Q: 3 clusters Score -865879.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -865891.875000 Penalty: 2985.831543
	Iteration 56Q: 3 clusters Score -865891.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -865907.875000 Penalty: 2985.831543
	Iteration 57Q: 3 clusters Score -865907.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -865919.437500 Penalty: 2985.831543
	Iteration 58Q: 3 clusters Score -865919.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -865926.812500 Penalty: 2985.831543
	Iteration 59Q: 3 clusters Score -865926.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -865932.625000 Penalty: 2985.831543
	Iteration 60F: 3 clusters Score -865932.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -865939.750000 Penalty: 2985.831543
	Iteration 61Q: 3 clusters Score -865939.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -865947.937500 Penalty: 2985.831543
	Iteration 62Q: 3 clusters Score -865947.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -865954.437500 Penalty: 2985.831543
	Iteration 63Q: 3 clusters Score -865954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -865957.750000 Penalty: 2985.831543
	Iteration 64Q: 3 clusters Score -865957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -865964.937500 Penalty: 2985.831543
	Iteration 65Q: 3 clusters Score -865964.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -865976.812500 Penalty: 2985.831543
	Iteration 66Q: 3 clusters Score -865976.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -865985.187500 Penalty: 2985.831543
	Iteration 67Q: 3 clusters Score -865985.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -865991.125000 Penalty: 2985.831543
	Iteration 68Q: 3 clusters Score -865991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -865999.312500 Penalty: 2985.831543
	Iteration 69Q: 3 clusters Score -865999.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -866008.812500 Penalty: 2985.831543
	Iteration 70Q: 3 clusters Score -866008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -866015.812500 Penalty: 2985.831543
	Iteration 71Q: 3 clusters Score -866015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -866023.312500 Penalty: 2985.831543
	Iteration 72Q: 3 clusters Score -866023.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -866029.812500 Penalty: 2985.831543
	Iteration 73Q: 3 clusters Score -866029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -866036.812500 Penalty: 2985.831543
	Iteration 74Q: 3 clusters Score -866036.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -866039.687500 Penalty: 2985.831543
	Iteration 75Q: 3 clusters Score -866039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -866042.312500 Penalty: 2985.831543
	Iteration 76Q: 3 clusters Score -866042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -866042.812500 Penalty: 2985.831543
	Iteration 77Q: 3 clusters Score -866042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -866043.562500 Penalty: 2985.831543
	Iteration 78Q: 3 clusters Score -866043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -866042.812500 Penalty: 2985.831543
	Iteration 79Q: 3 clusters Score -866042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -866043.937500 Penalty: 2985.831543
	Iteration 80F: 3 clusters Score -866043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -866044.062500 Penalty: 2985.831543
	Iteration 81Q: 3 clusters Score -866044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -866044.062500 Penalty: 2985.831543
	Iteration 82F: 3 clusters Score -866044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12720 members 
Mstep: Class 12 contains 147351 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 17 contains 285769 members 
Mstep: Class 19 contains 18402 members 
Mstep: Class 21 contains 17867 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692084.000000 Penalty: 29964.625000
Iteration 79Q: 15 clusters Score -4.569208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12723 members 
Mstep: Class 12 contains 147354 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3033 members 
Mstep: Class 17 contains 285762 members 
Mstep: Class 19 contains 18402 members 
Mstep: Class 21 contains 17865 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692088.000000 Penalty: 29964.625000
Iteration 80F: 15 clusters Score -4.569209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12731 members 
Mstep: Class 12 contains 147363 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 17 contains 285754 members 
Mstep: Class 19 contains 18402 members 
Mstep: Class 21 contains 17861 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692068.000000 Penalty: 29964.625000
Iteration 81Q: 15 clusters Score -4.569207e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 12734 members 
Mstep: Class 12 contains 147367 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 3025 members 
Mstep: Class 17 contains 285745 members 
Mstep: Class 19 contains 18402 members 
Mstep: Class 21 contains 17858 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692056.000000 Penalty: 29964.625000
Iteration 82Q: 15 clusters Score -4.569206e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 12744 members 
Mstep: Class 12 contains 147367 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 3021 members 
Mstep: Class 17 contains 285735 members 
Mstep: Class 19 contains 18402 members 
Mstep: Class 21 contains 17856 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692068.000000 Penalty: 29964.625000
Iteration 83Q: 15 clusters Score -4.569207e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 9 contains 3969 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 12759 members 
Mstep: Class 12 contains 147370 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 17 contains 285723 members 
Mstep: Class 19 contains 18403 members 
Mstep: Class 21 contains 17854 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692104.000000 Penalty: 29964.625000
Iteration 84Q: 15 clusters Score -4.56921e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 12776 members 
Mstep: Class 12 contains 147373 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 17 contains 285708 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 21 contains 17854 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692108.000000 Penalty: 29964.625000
Iteration 85Q: 15 clusters Score -4.569211e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 12788 members 
Mstep: Class 12 contains 147375 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 2996 members 
Mstep: Class 17 contains 285693 members 
Mstep: Class 19 contains 18408 members 
Mstep: Class 21 contains 17856 members 
Mstep: Class 22 contains 9770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692156.000000 Penalty: 29964.625000
Iteration 86Q: 15 clusters Score -4.569216e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 12814 members 
Mstep: Class 12 contains 147376 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 17 contains 285681 members 
Mstep: Class 19 contains 18408 members 
Mstep: Class 21 contains 17856 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692136.000000 Penalty: 29964.625000
Iteration 87Q: 15 clusters Score -4.569214e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 12848 members 
Mstep: Class 12 contains 147371 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 2962 members 
Mstep: Class 17 contains 285668 members 
Mstep: Class 19 contains 18410 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692140.000000 Penalty: 29964.625000
Iteration 88Q: 15 clusters Score -4.569214e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 12882 members 
Mstep: Class 12 contains 147372 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 17 contains 285647 members 
Mstep: Class 19 contains 18410 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692204.000000 Penalty: 29964.625000
Iteration 89Q: 15 clusters Score -4.56922e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 12925 members 
Mstep: Class 12 contains 147377 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 2910 members 
Mstep: Class 17 contains 285634 members 
Mstep: Class 19 contains 18410 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45692236.000000 Penalty: 29964.625000
Iteration 90Q: 15 clusters Score -4.569224e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 12961 members 
Mstep: Class 12 contains 147367 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2882 members 
Mstep: Class 17 contains 285630 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 15 clusters Score -4.569222e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 7 contains 1843 members 
Mstep: Class 9 contains 3973 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 147372 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 17 contains 285613 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 15 clusters Score -4.569225e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 147369 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 17 contains 285596 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 21 contains 17857 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
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Iteration 93Q: 15 clusters Score -4.569229e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 13080 members 
Mstep: Class 12 contains 147369 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2774 members 
Mstep: Class 17 contains 285576 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 21 contains 17858 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
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Iteration 94Q: 15 clusters Score -4.569235e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 13126 members 
Mstep: Class 12 contains 147373 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2724 members 
Mstep: Class 17 contains 285561 members 
Mstep: Class 19 contains 18410 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 22 contains 9770 members 
Entering Unmasked Estep 
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Iteration 95Q: 15 clusters Score -4.569236e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 9 contains 3978 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 13186 members 
Mstep: Class 12 contains 147367 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 17 contains 285538 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 21 contains 17861 members 
Mstep: Class 22 contains 9771 members 
Entering Unmasked Estep 
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Iteration 96Q: 15 clusters Score -4.569242e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 13265 members 
Mstep: Class 12 contains 147351 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2617 members 
Mstep: Class 17 contains 285502 members 
Mstep: Class 19 contains 18410 members 
Mstep: Class 21 contains 17864 members 
Mstep: Class 22 contains 9770 members 
Entering Unmasked Estep 
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Iteration 97Q: 15 clusters Score -4.569264e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7783 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 9 contains 3977 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 13357 members 
Mstep: Class 12 contains 147336 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 17 contains 285450 members 
Mstep: Class 19 contains 18409 members 
Mstep: Class 21 contains 17862 members 
Mstep: Class 22 contains 9769 members 
Entering Unmasked Estep 
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Iteration 98Q: 15 clusters Score -4.569289e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 13444 members 
Mstep: Class 12 contains 147295 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 2615 members 
Mstep: Class 17 contains 285374 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 21 contains 17861 members 
Mstep: Class 22 contains 9764 members 
Entering Unmasked Estep 
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Iteration 99Q: 15 clusters Score -4.569316e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7780 members 
Mstep: Class 7 contains 1932 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 147241 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 2733 members 
Mstep: Class 17 contains 285268 members 
Mstep: Class 19 contains 18412 members 
Mstep: Class 21 contains 17863 members 
Mstep: Class 22 contains 9762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693304.000000 Penalty: 29964.625000
Iteration 100F: 15 clusters Score -4.56933e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 7 contains 1927 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 13510 members 
Mstep: Class 12 contains 147205 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 2896 members 
Mstep: Class 17 contains 285123 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 21 contains 17862 members 
Mstep: Class 22 contains 9762 members 
Entering Unmasked Estep 
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Iteration 101Q: 15 clusters Score -4.569346e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 7 contains 1924 members 
Mstep: Class 9 contains 3984 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 13521 members 
Mstep: Class 12 contains 147177 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 3045 members 
Mstep: Class 17 contains 284983 members 
Mstep: Class 19 contains 18412 members 
Mstep: Class 21 contains 17860 members 
Mstep: Class 22 contains 9761 members 
Entering Unmasked Estep 
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Iteration 102Q: 15 clusters Score -4.56935e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 13528 members 
Mstep: Class 12 contains 147157 members 
Mstep: Class 14 contains 7634 members 
Mstep: Class 15 contains 3163 members 
Mstep: Class 17 contains 284865 members 
Mstep: Class 19 contains 18414 members 
Mstep: Class 21 contains 17854 members 
Mstep: Class 22 contains 9760 members 
Entering Unmasked Estep 
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Iteration 103Q: 15 clusters Score -4.569357e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7790 members 
Mstep: Class 7 contains 1921 members 
Mstep: Class 9 contains 3993 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 13528 members 
Mstep: Class 12 contains 147168 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 3249 members 
Mstep: Class 17 contains 284773 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17842 members 
Mstep: Class 22 contains 9759 members 
Entering Unmasked Estep 
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Iteration 104Q: 15 clusters Score -4.569358e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 3998 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 13531 members 
Mstep: Class 12 contains 147164 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 3334 members 
Mstep: Class 17 contains 284690 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17831 members 
Mstep: Class 22 contains 9758 members 
Entering Unmasked Estep 
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Iteration 105Q: 15 clusters Score -4.569366e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7794 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 4985 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 147158 members 
Mstep: Class 14 contains 7632 members 
Mstep: Class 15 contains 3409 members 
Mstep: Class 17 contains 284615 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17821 members 
Mstep: Class 22 contains 9758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693704.000000 Penalty: 29964.625000
Iteration 106Q: 15 clusters Score -4.56937e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7799 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 13535 members 
Mstep: Class 12 contains 147167 members 
Mstep: Class 14 contains 7634 members 
Mstep: Class 15 contains 3471 members 
Mstep: Class 17 contains 284533 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 21 contains 17813 members 
Mstep: Class 22 contains 9757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693688.000000 Penalty: 29964.625000
Iteration 107Q: 15 clusters Score -4.569369e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7800 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 4994 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 147186 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 17 contains 284468 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 21 contains 17804 members 
Mstep: Class 22 contains 9758 members 
Entering Unmasked Estep 
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Score: -45693644.000000 Penalty: 29964.625000
Iteration 108Q: 15 clusters Score -4.569364e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 147191 members 
Mstep: Class 14 contains 7637 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 17 contains 284410 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17794 members 
Mstep: Class 22 contains 9761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693560.000000 Penalty: 29964.625000
Iteration 109Q: 15 clusters Score -4.569356e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7803 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 13531 members 
Mstep: Class 12 contains 147200 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 17 contains 284366 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17786 members 
Mstep: Class 22 contains 9760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693588.000000 Penalty: 29964.625000
Iteration 110Q: 15 clusters Score -4.569359e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7803 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 13529 members 
Mstep: Class 12 contains 147197 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 17 contains 284330 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17785 members 
Mstep: Class 22 contains 9758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45693592.000000 Penalty: 29964.625000
Iteration 111Q: 15 clusters Score -4.569359e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7803 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 13527 members 
Mstep: Class 12 contains 147203 members 
Mstep: Class 14 contains 7631 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 17 contains 284294 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 21 contains 17786 members 
Mstep: Class 22 contains 9756 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 15 clusters Score -4.569357e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 13528 members 
Mstep: Class 12 contains 147209 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 17 contains 284259 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17786 members 
Mstep: Class 22 contains 9755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 15 clusters Score -4.569357e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7809 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 13530 members 
Mstep: Class 12 contains 147209 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3766 members 
Mstep: Class 17 contains 284211 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17786 members 
Mstep: Class 22 contains 9755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 15 clusters Score -4.56936e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 147206 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 17 contains 284176 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17784 members 
Mstep: Class 22 contains 9755 members 
Entering Unmasked Estep 
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Iteration 115Q: 15 clusters Score -4.569357e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7812 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 147199 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3824 members 
Mstep: Class 17 contains 284156 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17783 members 
Mstep: Class 22 contains 9755 members 
Entering Unmasked Estep 
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Iteration 116Q: 15 clusters Score -4.569357e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 13533 members 
Mstep: Class 12 contains 147194 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 17 contains 284144 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17782 members 
Mstep: Class 22 contains 9755 members 
Entering Unmasked Estep 
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Iteration 117Q: 15 clusters Score -4.569356e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 147185 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3853 members 
Mstep: Class 17 contains 284135 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 21 contains 17781 members 
Mstep: Class 22 contains 9756 members 
Entering Unmasked Estep 
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Iteration 118Q: 15 clusters Score -4.569356e+07 nChanged 25
Entering ConstructFrom: 
Score: -45693560.000000 Penalty: 29964.625000
Entering ConstructFrom: 
Trying to split cluster 1 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -207868.953125 Penalty: 1260.451294
	Iteration 0F: 2 clusters Score -207869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -205566.500000 Penalty: 2520.902588
	Iteration 0F: 3 clusters Score -205566.5 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -206077.734375 Penalty: 2520.902588
	Iteration 1F: 3 clusters Score -206077.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -206218.437500 Penalty: 2520.902588
	Iteration 2F: 3 clusters Score -206218.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -206294.687500 Penalty: 2520.902588
	Iteration 3F: 3 clusters Score -206294.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -206336.062500 Penalty: 2520.902588
	Iteration 4Q: 3 clusters Score -206336.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -206372.546875 Penalty: 2520.902588
	Iteration 5Q: 3 clusters Score -206372.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -206409.468750 Penalty: 2520.902588
	Iteration 6Q: 3 clusters Score -206409.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -206458.328125 Penalty: 2520.902588
	Iteration 7Q: 3 clusters Score -206458.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -206508.187500 Penalty: 2520.902588
	Iteration 8Q: 3 clusters Score -206508.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -206556.984375 Penalty: 2520.902588
	Iteration 9Q: 3 clusters Score -206557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -206598.578125 Penalty: 2520.902588
	Iteration 10Q: 3 clusters Score -206598.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -206635.750000 Penalty: 2520.902588
	Iteration 11Q: 3 clusters Score -206635.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -206669.828125 Penalty: 2520.902588
	Iteration 12Q: 3 clusters Score -206669.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -206700.421875 Penalty: 2520.902588
	Iteration 13Q: 3 clusters Score -206700.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -206731.109375 Penalty: 2520.902588
	Iteration 14Q: 3 clusters Score -206731.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -206761.984375 Penalty: 2520.902588
	Iteration 15Q: 3 clusters Score -206762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -206800.187500 Penalty: 2520.902588
	Iteration 16Q: 3 clusters Score -206800.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -206827.765625 Penalty: 2520.902588
	Iteration 17Q: 3 clusters Score -206827.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -206854.375000 Penalty: 2520.902588
	Iteration 18Q: 3 clusters Score -206854.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -206879.578125 Penalty: 2520.902588
	Iteration 19Q: 3 clusters Score -206879.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -206890.750000 Penalty: 2520.902588
	Iteration 20F: 3 clusters Score -206890.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -206899.671875 Penalty: 2520.902588
	Iteration 21Q: 3 clusters Score -206899.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -206906.937500 Penalty: 2520.902588
	Iteration 22Q: 3 clusters Score -206906.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -206911.359375 Penalty: 2520.902588
	Iteration 23Q: 3 clusters Score -206911.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -206916.453125 Penalty: 2520.902588
	Iteration 24Q: 3 clusters Score -206916.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -206917.765625 Penalty: 2520.902588
	Iteration 25Q: 3 clusters Score -206917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -206919.109375 Penalty: 2520.902588
	Iteration 26Q: 3 clusters Score -206919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -206920.578125 Penalty: 2520.902588
	Iteration 27Q: 3 clusters Score -206920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -206923.578125 Penalty: 2520.902588
	Iteration 28Q: 3 clusters Score -206923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -206926.359375 Penalty: 2520.902588
	Iteration 29Q: 3 clusters Score -206926.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -206929.359375 Penalty: 2520.902588
	Iteration 30Q: 3 clusters Score -206929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -206931.625000 Penalty: 2520.902588
	Iteration 31Q: 3 clusters Score -206931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -206932.328125 Penalty: 2520.902588
	Iteration 32Q: 3 clusters Score -206932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -206932.328125 Penalty: 2520.902588
	Iteration 33F: 3 clusters Score -206932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -128946.929688 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -128946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -127119.164062 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -127119.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -127568.875000 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -127568.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -127803.609375 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -127803.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -128038.210938 Penalty: 2398.785645
	Iteration 3F: 3 clusters Score -128038.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -128223.593750 Penalty: 2398.785645
	Iteration 4F: 3 clusters Score -128223.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -128394.015625 Penalty: 2398.785645
	Iteration 5F: 3 clusters Score -128394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -128542.507812 Penalty: 2398.785645
	Iteration 6F: 3 clusters Score -128542.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -128607.093750 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -128607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -128619.742188 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -128619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -128625.835938 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -128625.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -128636.804688 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -128636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -128642.664062 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -128642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -128647.125000 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -128647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -128649.835938 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -128649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -128651.351562 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -128651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -128652.257812 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -128652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -128652.789062 Penalty: 2398.785645
	Iteration 16Q: 3 clusters Score -128652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -128652.789062 Penalty: 2398.785645
	Iteration 17F: 3 clusters Score -128652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -704487.750000 Penalty: 1456.575928
	Iteration 0F: 2 clusters Score -704487.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -698783.500000 Penalty: 2913.151855
	Iteration 0F: 3 clusters Score -698783.5 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -700457.000000 Penalty: 2913.151855
	Iteration 1F: 3 clusters Score -700457 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -700662.875000 Penalty: 2913.151855
	Iteration 2F: 3 clusters Score -700662.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -700822.625000 Penalty: 2913.151855
	Iteration 3Q: 3 clusters Score -700822.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -700958.125000 Penalty: 2913.151855
	Iteration 4Q: 3 clusters Score -700958.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -701097.125000 Penalty: 2913.151855
	Iteration 5Q: 3 clusters Score -701097.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -701253.062500 Penalty: 2913.151855
	Iteration 6Q: 3 clusters Score -701253.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -701447.750000 Penalty: 2913.151855
	Iteration 7Q: 3 clusters Score -701447.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -701672.687500 Penalty: 2913.151855
	Iteration 8Q: 3 clusters Score -701672.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -701956.375000 Penalty: 2913.151855
	Iteration 9F: 3 clusters Score -701956.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -702262.875000 Penalty: 2913.151855
	Iteration 10Q: 3 clusters Score -702262.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -702558.125000 Penalty: 2913.151855
	Iteration 11Q: 3 clusters Score -702558.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -702794.562500 Penalty: 2913.151855
	Iteration 12Q: 3 clusters Score -702794.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -702985.062500 Penalty: 2913.151855
	Iteration 13Q: 3 clusters Score -702985.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -703098.625000 Penalty: 2913.151855
	Iteration 14Q: 3 clusters Score -703098.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -703188.625000 Penalty: 2913.151855
	Iteration 15Q: 3 clusters Score -703188.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -703230.625000 Penalty: 2913.151855
	Iteration 16Q: 3 clusters Score -703230.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -703256.250000 Penalty: 2913.151855
	Iteration 17Q: 3 clusters Score -703256.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -703269.625000 Penalty: 2913.151855
	Iteration 18Q: 3 clusters Score -703269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -703285.812500 Penalty: 2913.151855
	Iteration 19Q: 3 clusters Score -703285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -703291.062500 Penalty: 2913.151855
	Iteration 20F: 3 clusters Score -703291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -703295.750000 Penalty: 2913.151855
	Iteration 21Q: 3 clusters Score -703295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -703300.687500 Penalty: 2913.151855
	Iteration 22Q: 3 clusters Score -703300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -703307.000000 Penalty: 2913.151855
	Iteration 23Q: 3 clusters Score -703307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -703311.500000 Penalty: 2913.151855
	Iteration 24Q: 3 clusters Score -703311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -703311.625000 Penalty: 2913.151855
	Iteration 25Q: 3 clusters Score -703311.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -703315.562500 Penalty: 2913.151855
	Iteration 26Q: 3 clusters Score -703315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -703315.562500 Penalty: 2913.151855
	Iteration 27F: 3 clusters Score -703315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -156601.156250 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -156601.2 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 960 members 
Entering Unmasked Estep 
Score: -154577.187500 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -154577.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -155113.562500 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -155113.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -155375.921875 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -155375.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -155621.437500 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -155621.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155995.265625 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -155995.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156551.531250 Penalty: 2456.856689
	Iteration 5F: 3 clusters Score -156551.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -156877.156250 Penalty: 2456.856689
	Iteration 6F: 3 clusters Score -156877.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -157005.562500 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -157005.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -157059.984375 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -157060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -157088.781250 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -157088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -157098.968750 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -157099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -157106.953125 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -157107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -157111.312500 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -157111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -157114.609375 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -157114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -157115.593750 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -157115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -157115.593750 Penalty: 2456.856689
	Iteration 15F: 3 clusters Score -157115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 261 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 13529 members 
Mstep: Class 12 contains 147181 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 17 contains 284131 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 21 contains 17779 members 
Mstep: Class 22 contains 9756 members 
Entering Unmasked Estep 
Score: -45693140.000000 Penalty: 32104.955078
Splitting cluster 7 changes total score from -45693560.000000 to -45693140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -354190.593750 Penalty: 1348.148315
	Iteration 0F: 2 clusters Score -354190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -350761.593750 Penalty: 2696.296631
	Iteration 0F: 3 clusters Score -350761.6 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -351570.812500 Penalty: 2696.296631
	Iteration 1F: 3 clusters Score -351570.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -351713.375000 Penalty: 2696.296631
	Iteration 2F: 3 clusters Score -351713.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -351797.437500 Penalty: 2696.296631
	Iteration 3Q: 3 clusters Score -351797.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -351854.968750 Penalty: 2696.296631
	Iteration 4Q: 3 clusters Score -351855 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -351904.562500 Penalty: 2696.296631
	Iteration 5Q: 3 clusters Score -351904.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -351947.406250 Penalty: 2696.296631
	Iteration 6Q: 3 clusters Score -351947.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -351972.031250 Penalty: 2696.296631
	Iteration 7Q: 3 clusters Score -351972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -351995.437500 Penalty: 2696.296631
	Iteration 8Q: 3 clusters Score -351995.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -352015.187500 Penalty: 2696.296631
	Iteration 9Q: 3 clusters Score -352015.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -352028.812500 Penalty: 2696.296631
	Iteration 10Q: 3 clusters Score -352028.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -352042.593750 Penalty: 2696.296631
	Iteration 11Q: 3 clusters Score -352042.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -352055.281250 Penalty: 2696.296631
	Iteration 12Q: 3 clusters Score -352055.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -352064.187500 Penalty: 2696.296631
	Iteration 13Q: 3 clusters Score -352064.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -352074.593750 Penalty: 2696.296631
	Iteration 14Q: 3 clusters Score -352074.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -352083.812500 Penalty: 2696.296631
	Iteration 15Q: 3 clusters Score -352083.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -352091.750000 Penalty: 2696.296631
	Iteration 16Q: 3 clusters Score -352091.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -352098.750000 Penalty: 2696.296631
	Iteration 17Q: 3 clusters Score -352098.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -352107.593750 Penalty: 2696.296631
	Iteration 18Q: 3 clusters Score -352107.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -352116.437500 Penalty: 2696.296631
	Iteration 19Q: 3 clusters Score -352116.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352126.812500 Penalty: 2696.296631
	Iteration 20F: 3 clusters Score -352126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -352135.468750 Penalty: 2696.296631
	Iteration 21Q: 3 clusters Score -352135.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352142.406250 Penalty: 2696.296631
	Iteration 22Q: 3 clusters Score -352142.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352154.125000 Penalty: 2696.296631
	Iteration 23Q: 3 clusters Score -352154.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -352169.187500 Penalty: 2696.296631
	Iteration 24Q: 3 clusters Score -352169.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352184.062500 Penalty: 2696.296631
	Iteration 25Q: 3 clusters Score -352184.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -352198.500000 Penalty: 2696.296631
	Iteration 26Q: 3 clusters Score -352198.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -352212.218750 Penalty: 2696.296631
	Iteration 27Q: 3 clusters Score -352212.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -352227.968750 Penalty: 2696.296631
	Iteration 28Q: 3 clusters Score -352228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -352246.375000 Penalty: 2696.296631
	Iteration 29Q: 3 clusters Score -352246.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -352269.562500 Penalty: 2696.296631
	Iteration 30Q: 3 clusters Score -352269.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -352298.093750 Penalty: 2696.296631
	Iteration 31Q: 3 clusters Score -352298.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -352326.937500 Penalty: 2696.296631
	Iteration 32Q: 3 clusters Score -352326.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -352354.718750 Penalty: 2696.296631
	Iteration 33Q: 3 clusters Score -352354.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -352392.750000 Penalty: 2696.296631
	Iteration 34Q: 3 clusters Score -352392.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352431.281250 Penalty: 2696.296631
	Iteration 35Q: 3 clusters Score -352431.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -352468.187500 Penalty: 2696.296631
	Iteration 36Q: 3 clusters Score -352468.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -352523.468750 Penalty: 2696.296631
	Iteration 37Q: 3 clusters Score -352523.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -352588.062500 Penalty: 2696.296631
	Iteration 38Q: 3 clusters Score -352588.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -352675.875000 Penalty: 2696.296631
	Iteration 39Q: 3 clusters Score -352675.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -352772.062500 Penalty: 2696.296631
	Iteration 40F: 3 clusters Score -352772.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -352883.750000 Penalty: 2696.296631
	Iteration 41Q: 3 clusters Score -352883.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -352999.093750 Penalty: 2696.296631
	Iteration 42Q: 3 clusters Score -352999.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -353077.562500 Penalty: 2696.296631
	Iteration 43Q: 3 clusters Score -353077.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -353142.687500 Penalty: 2696.296631
	Iteration 44Q: 3 clusters Score -353142.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -353181.437500 Penalty: 2696.296631
	Iteration 45Q: 3 clusters Score -353181.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -353218.312500 Penalty: 2696.296631
	Iteration 46Q: 3 clusters Score -353218.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -353244.687500 Penalty: 2696.296631
	Iteration 47Q: 3 clusters Score -353244.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -353270.343750 Penalty: 2696.296631
	Iteration 48Q: 3 clusters Score -353270.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -353296.125000 Penalty: 2696.296631
	Iteration 49Q: 3 clusters Score -353296.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -353313.937500 Penalty: 2696.296631
	Iteration 50Q: 3 clusters Score -353313.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -353322.218750 Penalty: 2696.296631
	Iteration 51Q: 3 clusters Score -353322.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -353330.656250 Penalty: 2696.296631
	Iteration 52Q: 3 clusters Score -353330.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -353336.406250 Penalty: 2696.296631
	Iteration 53Q: 3 clusters Score -353336.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -353345.781250 Penalty: 2696.296631
	Iteration 54Q: 3 clusters Score -353345.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -353349.781250 Penalty: 2696.296631
	Iteration 55Q: 3 clusters Score -353349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -353351.562500 Penalty: 2696.296631
	Iteration 56Q: 3 clusters Score -353351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -353355.000000 Penalty: 2696.296631
	Iteration 57Q: 3 clusters Score -353355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -353355.468750 Penalty: 2696.296631
	Iteration 58Q: 3 clusters Score -353355.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -353355.562500 Penalty: 2696.296631
	Iteration 59Q: 3 clusters Score -353355.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -353355.562500 Penalty: 2696.296631
	Iteration 60F: 3 clusters Score -353355.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Entering Unmasked Estep 
Score: -455623.187500 Penalty: 1384.692505
	Iteration 0F: 2 clusters Score -455623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -451627.593750 Penalty: 2769.385010
	Iteration 0F: 3 clusters Score -451627.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -452757.156250 Penalty: 2769.385010
	Iteration 1F: 3 clusters Score -452757.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -452979.562500 Penalty: 2769.385010
	Iteration 2F: 3 clusters Score -452979.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -453157.875000 Penalty: 2769.385010
	Iteration 3F: 3 clusters Score -453157.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -453318.437500 Penalty: 2769.385010
	Iteration 4Q: 3 clusters Score -453318.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -453457.187500 Penalty: 2769.385010
	Iteration 5Q: 3 clusters Score -453457.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -453574.906250 Penalty: 2769.385010
	Iteration 6Q: 3 clusters Score -453574.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -453686.250000 Penalty: 2769.385010
	Iteration 7Q: 3 clusters Score -453686.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -453814.250000 Penalty: 2769.385010
	Iteration 8Q: 3 clusters Score -453814.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -453928.937500 Penalty: 2769.385010
	Iteration 9Q: 3 clusters Score -453928.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -454012.968750 Penalty: 2769.385010
	Iteration 10Q: 3 clusters Score -454013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -454076.687500 Penalty: 2769.385010
	Iteration 11Q: 3 clusters Score -454076.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -454135.375000 Penalty: 2769.385010
	Iteration 12Q: 3 clusters Score -454135.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -454181.812500 Penalty: 2769.385010
	Iteration 13Q: 3 clusters Score -454181.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -454210.156250 Penalty: 2769.385010
	Iteration 14Q: 3 clusters Score -454210.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -454232.125000 Penalty: 2769.385010
	Iteration 15Q: 3 clusters Score -454232.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -454244.531250 Penalty: 2769.385010
	Iteration 16Q: 3 clusters Score -454244.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -454250.062500 Penalty: 2769.385010
	Iteration 17Q: 3 clusters Score -454250.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -454256.343750 Penalty: 2769.385010
	Iteration 18Q: 3 clusters Score -454256.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -454260.843750 Penalty: 2769.385010
	Iteration 19Q: 3 clusters Score -454260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -454263.812500 Penalty: 2769.385010
	Iteration 20F: 3 clusters Score -454263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -454264.875000 Penalty: 2769.385010
	Iteration 21Q: 3 clusters Score -454264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -454265.843750 Penalty: 2769.385010
	Iteration 22Q: 3 clusters Score -454265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -454266.812500 Penalty: 2769.385010
	Iteration 23Q: 3 clusters Score -454266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -454269.156250 Penalty: 2769.385010
	Iteration 24Q: 3 clusters Score -454269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -454270.562500 Penalty: 2769.385010
	Iteration 25Q: 3 clusters Score -454270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -454272.875000 Penalty: 2769.385010
	Iteration 26Q: 3 clusters Score -454272.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -454274.218750 Penalty: 2769.385010
	Iteration 27Q: 3 clusters Score -454274.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -454278.031250 Penalty: 2769.385010
	Iteration 28Q: 3 clusters Score -454278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -454281.187500 Penalty: 2769.385010
	Iteration 29Q: 3 clusters Score -454281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -454284.531250 Penalty: 2769.385010
	Iteration 30Q: 3 clusters Score -454284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -454284.687500 Penalty: 2769.385010
	Iteration 31Q: 3 clusters Score -454284.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -454285.562500 Penalty: 2769.385010
	Iteration 32Q: 3 clusters Score -454285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -454286.718750 Penalty: 2769.385010
	Iteration 33Q: 3 clusters Score -454286.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -454288.343750 Penalty: 2769.385010
	Iteration 34Q: 3 clusters Score -454288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -454289.937500 Penalty: 2769.385010
	Iteration 35Q: 3 clusters Score -454289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -454291.187500 Penalty: 2769.385010
	Iteration 36Q: 3 clusters Score -454291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -454292.250000 Penalty: 2769.385010
	Iteration 37Q: 3 clusters Score -454292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -454294.312500 Penalty: 2769.385010
	Iteration 38Q: 3 clusters Score -454294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -454294.375000 Penalty: 2769.385010
	Iteration 39Q: 3 clusters Score -454294.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -454294.375000 Penalty: 2769.385010
	Iteration 40F: 3 clusters Score -454294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -454296.250000 Penalty: 2769.385010
	Iteration 41Q: 3 clusters Score -454296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -454295.593750 Penalty: 2769.385010
	Iteration 42Q: 3 clusters Score -454295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -454295.781250 Penalty: 2769.385010
	Iteration 43Q: 3 clusters Score -454295.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -454295.781250 Penalty: 2769.385010
	Iteration 44F: 3 clusters Score -454295.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1199698.125000 Penalty: 1545.795898
	Iteration 0F: 2 clusters Score -1199698 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 6741 members 
Entering Unmasked Estep 
Score: -1190254.750000 Penalty: 3091.591797
	Iteration 0F: 3 clusters Score -1190255 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1193528.750000 Penalty: 3091.591797
	Iteration 1F: 3 clusters Score -1193529 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1193812.875000 Penalty: 3091.591797
	Iteration 2F: 3 clusters Score -1193813 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1194037.625000 Penalty: 3091.591797
	Iteration 3Q: 3 clusters Score -1194038 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1194223.625000 Penalty: 3091.591797
	Iteration 4Q: 3 clusters Score -1194224 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1194424.125000 Penalty: 3091.591797
	Iteration 5Q: 3 clusters Score -1194424 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1194653.500000 Penalty: 3091.591797
	Iteration 6Q: 3 clusters Score -1194654 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1194921.000000 Penalty: 3091.591797
	Iteration 7Q: 3 clusters Score -1194921 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1195286.000000 Penalty: 3091.591797
	Iteration 8Q: 3 clusters Score -1195286 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1195693.000000 Penalty: 3091.591797
	Iteration 9Q: 3 clusters Score -1195693 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1196097.000000 Penalty: 3091.591797
	Iteration 10Q: 3 clusters Score -1196097 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1196445.125000 Penalty: 3091.591797
	Iteration 11Q: 3 clusters Score -1196445 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1196634.250000 Penalty: 3091.591797
	Iteration 12Q: 3 clusters Score -1196634 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1196731.750000 Penalty: 3091.591797
	Iteration 13Q: 3 clusters Score -1196732 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1196796.250000 Penalty: 3091.591797
	Iteration 14Q: 3 clusters Score -1196796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1196839.875000 Penalty: 3091.591797
	Iteration 15Q: 3 clusters Score -1196840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1196879.500000 Penalty: 3091.591797
	Iteration 16Q: 3 clusters Score -1196880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1196918.250000 Penalty: 3091.591797
	Iteration 17Q: 3 clusters Score -1196918 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1196950.625000 Penalty: 3091.591797
	Iteration 18Q: 3 clusters Score -1196951 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1196988.375000 Penalty: 3091.591797
	Iteration 19Q: 3 clusters Score -1196988 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1197021.125000 Penalty: 3091.591797
	Iteration 20F: 3 clusters Score -1197021 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1197053.125000 Penalty: 3091.591797
	Iteration 21Q: 3 clusters Score -1197053 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1197081.125000 Penalty: 3091.591797
	Iteration 22Q: 3 clusters Score -1197081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1197104.250000 Penalty: 3091.591797
	Iteration 23Q: 3 clusters Score -1197104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1197116.875000 Penalty: 3091.591797
	Iteration 24Q: 3 clusters Score -1197117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1197139.125000 Penalty: 3091.591797
	Iteration 25Q: 3 clusters Score -1197139 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1197159.750000 Penalty: 3091.591797
	Iteration 26Q: 3 clusters Score -1197160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1197181.375000 Penalty: 3091.591797
	Iteration 27Q: 3 clusters Score -1197181 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1197203.000000 Penalty: 3091.591797
	Iteration 28Q: 3 clusters Score -1197203 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1197236.625000 Penalty: 3091.591797
	Iteration 29Q: 3 clusters Score -1197237 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1197284.500000 Penalty: 3091.591797
	Iteration 30Q: 3 clusters Score -1197284 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1197327.500000 Penalty: 3091.591797
	Iteration 31Q: 3 clusters Score -1197328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1197363.125000 Penalty: 3091.591797
	Iteration 32Q: 3 clusters Score -1197363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1197395.125000 Penalty: 3091.591797
	Iteration 33Q: 3 clusters Score -1197395 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1197433.000000 Penalty: 3091.591797
	Iteration 34Q: 3 clusters Score -1197433 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1197468.875000 Penalty: 3091.591797
	Iteration 35Q: 3 clusters Score -1197469 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1197506.375000 Penalty: 3091.591797
	Iteration 36Q: 3 clusters Score -1197506 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1197549.000000 Penalty: 3091.591797
	Iteration 37Q: 3 clusters Score -1197549 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1197591.750000 Penalty: 3091.591797
	Iteration 38Q: 3 clusters Score -1197592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1197639.875000 Penalty: 3091.591797
	Iteration 39Q: 3 clusters Score -1197640 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1197682.375000 Penalty: 3091.591797
	Iteration 40F: 3 clusters Score -1197682 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1197734.625000 Penalty: 3091.591797
	Iteration 41Q: 3 clusters Score -1197735 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1197784.625000 Penalty: 3091.591797
	Iteration 42Q: 3 clusters Score -1197785 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1197843.125000 Penalty: 3091.591797
	Iteration 43Q: 3 clusters Score -1197843 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1197895.500000 Penalty: 3091.591797
	Iteration 44Q: 3 clusters Score -1197896 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1197934.625000 Penalty: 3091.591797
	Iteration 45Q: 3 clusters Score -1197935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1197977.500000 Penalty: 3091.591797
	Iteration 46Q: 3 clusters Score -1197978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1198029.625000 Penalty: 3091.591797
	Iteration 47Q: 3 clusters Score -1198030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1198079.500000 Penalty: 3091.591797
	Iteration 48Q: 3 clusters Score -1198080 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1198129.875000 Penalty: 3091.591797
	Iteration 49Q: 3 clusters Score -1198130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1198180.000000 Penalty: 3091.591797
	Iteration 50Q: 3 clusters Score -1198180 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1198241.125000 Penalty: 3091.591797
	Iteration 51Q: 3 clusters Score -1198241 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1198284.875000 Penalty: 3091.591797
	Iteration 52Q: 3 clusters Score -1198285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1198331.250000 Penalty: 3091.591797
	Iteration 53Q: 3 clusters Score -1198331 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1198365.375000 Penalty: 3091.591797
	Iteration 54Q: 3 clusters Score -1198365 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1198400.875000 Penalty: 3091.591797
	Iteration 55Q: 3 clusters Score -1198401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1198425.375000 Penalty: 3091.591797
	Iteration 56Q: 3 clusters Score -1198425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1198452.000000 Penalty: 3091.591797
	Iteration 57Q: 3 clusters Score -1198452 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1198480.750000 Penalty: 3091.591797
	Iteration 58Q: 3 clusters Score -1198481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1198507.375000 Penalty: 3091.591797
	Iteration 59Q: 3 clusters Score -1198507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1198531.250000 Penalty: 3091.591797
	Iteration 60F: 3 clusters Score -1198531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1198544.250000 Penalty: 3091.591797
	Iteration 61Q: 3 clusters Score -1198544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1198555.375000 Penalty: 3091.591797
	Iteration 62Q: 3 clusters Score -1198555 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1198565.500000 Penalty: 3091.591797
	Iteration 63Q: 3 clusters Score -1198566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1198580.375000 Penalty: 3091.591797
	Iteration 64Q: 3 clusters Score -1198580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1198585.000000 Penalty: 3091.591797
	Iteration 65Q: 3 clusters Score -1198585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1198589.750000 Penalty: 3091.591797
	Iteration 66Q: 3 clusters Score -1198590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1198597.250000 Penalty: 3091.591797
	Iteration 67Q: 3 clusters Score -1198597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1198601.625000 Penalty: 3091.591797
	Iteration 68Q: 3 clusters Score -1198602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1198609.250000 Penalty: 3091.591797
	Iteration 69Q: 3 clusters Score -1198609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1198614.875000 Penalty: 3091.591797
	Iteration 70Q: 3 clusters Score -1198615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1198619.250000 Penalty: 3091.591797
	Iteration 71Q: 3 clusters Score -1198619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1198628.625000 Penalty: 3091.591797
	Iteration 72Q: 3 clusters Score -1198629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1198637.125000 Penalty: 3091.591797
	Iteration 73Q: 3 clusters Score -1198637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1198646.000000 Penalty: 3091.591797
	Iteration 74Q: 3 clusters Score -1198646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1198646.875000 Penalty: 3091.591797
	Iteration 75Q: 3 clusters Score -1198647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1198647.625000 Penalty: 3091.591797
	Iteration 76Q: 3 clusters Score -1198648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1198652.000000 Penalty: 3091.591797
	Iteration 77Q: 3 clusters Score -1198652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1198650.000000 Penalty: 3091.591797
	Iteration 78Q: 3 clusters Score -1198650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1198652.625000 Penalty: 3091.591797
	Iteration 79Q: 3 clusters Score -1198653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1198655.875000 Penalty: 3091.591797
	Iteration 80F: 3 clusters Score -1198656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1198657.125000 Penalty: 3091.591797
	Iteration 81Q: 3 clusters Score -1198657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1198660.625000 Penalty: 3091.591797
	Iteration 82Q: 3 clusters Score -1198661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1198662.875000 Penalty: 3091.591797
	Iteration 83Q: 3 clusters Score -1198663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1198664.500000 Penalty: 3091.591797
	Iteration 84Q: 3 clusters Score -1198664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1198665.375000 Penalty: 3091.591797
	Iteration 85Q: 3 clusters Score -1198665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1198668.500000 Penalty: 3091.591797
	Iteration 86Q: 3 clusters Score -1198668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1198670.125000 Penalty: 3091.591797
	Iteration 87Q: 3 clusters Score -1198670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1198671.750000 Penalty: 3091.591797
	Iteration 88Q: 3 clusters Score -1198672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1198672.875000 Penalty: 3091.591797
	Iteration 89Q: 3 clusters Score -1198673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1198672.875000 Penalty: 3091.591797
	Iteration 90F: 3 clusters Score -1198673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (147181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147181 members 
Entering Unmasked Estep 
Score: -12718548.000000 Penalty: 1933.655518
	Iteration 0F: 2 clusters Score -1.271855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -12619964.000000 Penalty: 3867.311035
	Iteration 0F: 3 clusters Score -1.261996e+07 nChanged 70732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -12660956.000000 Penalty: 3867.311035
	Iteration 1F: 3 clusters Score -1.266096e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -12661851.000000 Penalty: 3867.311035
	Iteration 2Q: 3 clusters Score -1.266185e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -12662947.000000 Penalty: 3867.311035
	Iteration 3Q: 3 clusters Score -1.266295e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -12664789.000000 Penalty: 3867.311035
	Iteration 4Q: 3 clusters Score -1.266479e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -12667316.000000 Penalty: 3867.311035
	Iteration 5Q: 3 clusters Score -1.266732e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -12671362.000000 Penalty: 3867.311035
	Iteration 6F: 3 clusters Score -1.267136e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100051 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -12677690.000000 Penalty: 3867.311035
	Iteration 7F: 3 clusters Score -1.267769e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -12686590.000000 Penalty: 3867.311035
	Iteration 8F: 3 clusters Score -1.268659e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -12696740.000000 Penalty: 3867.311035
	Iteration 9F: 3 clusters Score -1.269674e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132328 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -12705970.000000 Penalty: 3867.311035
	Iteration 10F: 3 clusters Score -1.270597e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -12712542.000000 Penalty: 3867.311035
	Iteration 11Q: 3 clusters Score -1.271254e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142771 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -12716324.000000 Penalty: 3867.311035
	Iteration 12Q: 3 clusters Score -1.271632e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144314 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -12718428.000000 Penalty: 3867.311035
	Iteration 13Q: 3 clusters Score -1.271843e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144755 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -12719826.000000 Penalty: 3867.311035
	Iteration 14Q: 3 clusters Score -1.271983e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144834 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -12720268.000000 Penalty: 3867.311035
	Iteration 15Q: 3 clusters Score -1.272027e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144867 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -12720364.000000 Penalty: 3867.311035
	Iteration 16Q: 3 clusters Score -1.272036e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144898 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -12720412.000000 Penalty: 3867.311035
	Iteration 17Q: 3 clusters Score -1.272041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144924 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -12720435.000000 Penalty: 3867.311035
	Iteration 18Q: 3 clusters Score -1.272044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144951 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -12720442.000000 Penalty: 3867.311035
	Iteration 19Q: 3 clusters Score -1.272044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -12720451.000000 Penalty: 3867.311035
	Iteration 20F: 3 clusters Score -1.272045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144986 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -12720467.000000 Penalty: 3867.311035
	Iteration 21Q: 3 clusters Score -1.272047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144995 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -12720469.000000 Penalty: 3867.311035
	Iteration 22Q: 3 clusters Score -1.272047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145002 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12720473.000000 Penalty: 3867.311035
	Iteration 23Q: 3 clusters Score -1.272047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145007 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -12720471.000000 Penalty: 3867.311035
	Iteration 24Q: 3 clusters Score -1.272047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145008 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -12720474.000000 Penalty: 3867.311035
	Iteration 25Q: 3 clusters Score -1.272047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12720469.000000 Penalty: 3867.311035
	Iteration 26Q: 3 clusters Score -1.272047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145016 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12720471.000000 Penalty: 3867.311035
	Iteration 27Q: 3 clusters Score -1.272047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -12720467.000000 Penalty: 3867.311035
	Iteration 28Q: 3 clusters Score -1.272047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -12720471.000000 Penalty: 3867.311035
	Iteration 29Q: 3 clusters Score -1.272047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145020 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12720480.000000 Penalty: 3867.311035
	Iteration 30Q: 3 clusters Score -1.272048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145020 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12720480.000000 Penalty: 3867.311035
	Iteration 31F: 3 clusters Score -1.272048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 2161 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 13529 members 
Mstep: Class 12 contains 145020 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 17 contains 284131 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 21 contains 17779 members 
Mstep: Class 22 contains 9756 members 
Entering Unmasked Estep 
Score: -45695484.000000 Penalty: 32104.955078
Splitting cluster 12 changes total score from -45693560.000000 to -45695484.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (7629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Entering Unmasked Estep 
Score: -682761.625000 Penalty: 1452.703247
	Iteration 0F: 2 clusters Score -682761.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -677144.812500 Penalty: 2905.406494
	Iteration 0F: 3 clusters Score -677144.8 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -678882.562500 Penalty: 2905.406494
	Iteration 1F: 3 clusters Score -678882.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -679081.562500 Penalty: 2905.406494
	Iteration 2F: 3 clusters Score -679081.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -679242.187500 Penalty: 2905.406494
	Iteration 3Q: 3 clusters Score -679242.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -679355.500000 Penalty: 2905.406494
	Iteration 4Q: 3 clusters Score -679355.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -679468.375000 Penalty: 2905.406494
	Iteration 5Q: 3 clusters Score -679468.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -679591.000000 Penalty: 2905.406494
	Iteration 6Q: 3 clusters Score -679591 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -679706.437500 Penalty: 2905.406494
	Iteration 7Q: 3 clusters Score -679706.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -679835.437500 Penalty: 2905.406494
	Iteration 8Q: 3 clusters Score -679835.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -679970.562500 Penalty: 2905.406494
	Iteration 9Q: 3 clusters Score -679970.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -680096.187500 Penalty: 2905.406494
	Iteration 10Q: 3 clusters Score -680096.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -680224.812500 Penalty: 2905.406494
	Iteration 11Q: 3 clusters Score -680224.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -680375.312500 Penalty: 2905.406494
	Iteration 12Q: 3 clusters Score -680375.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -680527.250000 Penalty: 2905.406494
	Iteration 13Q: 3 clusters Score -680527.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -680651.875000 Penalty: 2905.406494
	Iteration 14Q: 3 clusters Score -680651.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -680747.000000 Penalty: 2905.406494
	Iteration 15Q: 3 clusters Score -680747 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -680817.187500 Penalty: 2905.406494
	Iteration 16Q: 3 clusters Score -680817.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -680871.312500 Penalty: 2905.406494
	Iteration 17Q: 3 clusters Score -680871.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -680912.937500 Penalty: 2905.406494
	Iteration 18Q: 3 clusters Score -680912.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -680945.187500 Penalty: 2905.406494
	Iteration 19Q: 3 clusters Score -680945.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -680978.312500 Penalty: 2905.406494
	Iteration 20F: 3 clusters Score -680978.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -681006.062500 Penalty: 2905.406494
	Iteration 21Q: 3 clusters Score -681006.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -681023.437500 Penalty: 2905.406494
	Iteration 22Q: 3 clusters Score -681023.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -681040.375000 Penalty: 2905.406494
	Iteration 23Q: 3 clusters Score -681040.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -681051.312500 Penalty: 2905.406494
	Iteration 24Q: 3 clusters Score -681051.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -681061.937500 Penalty: 2905.406494
	Iteration 25Q: 3 clusters Score -681061.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -681068.062500 Penalty: 2905.406494
	Iteration 26Q: 3 clusters Score -681068.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -681075.000000 Penalty: 2905.406494
	Iteration 27Q: 3 clusters Score -681075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -681083.750000 Penalty: 2905.406494
	Iteration 28Q: 3 clusters Score -681083.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -681092.437500 Penalty: 2905.406494
	Iteration 29Q: 3 clusters Score -681092.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -681105.687500 Penalty: 2905.406494
	Iteration 30Q: 3 clusters Score -681105.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -681117.375000 Penalty: 2905.406494
	Iteration 31Q: 3 clusters Score -681117.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -681133.250000 Penalty: 2905.406494
	Iteration 32Q: 3 clusters Score -681133.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -681151.187500 Penalty: 2905.406494
	Iteration 33Q: 3 clusters Score -681151.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -681164.375000 Penalty: 2905.406494
	Iteration 34Q: 3 clusters Score -681164.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -681180.125000 Penalty: 2905.406494
	Iteration 35Q: 3 clusters Score -681180.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -681199.062500 Penalty: 2905.406494
	Iteration 36Q: 3 clusters Score -681199.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -681213.000000 Penalty: 2905.406494
	Iteration 37Q: 3 clusters Score -681213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -681231.000000 Penalty: 2905.406494
	Iteration 38Q: 3 clusters Score -681231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -681254.750000 Penalty: 2905.406494
	Iteration 39Q: 3 clusters Score -681254.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -681282.937500 Penalty: 2905.406494
	Iteration 40F: 3 clusters Score -681282.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -681315.687500 Penalty: 2905.406494
	Iteration 41Q: 3 clusters Score -681315.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -681344.812500 Penalty: 2905.406494
	Iteration 42Q: 3 clusters Score -681344.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -681366.312500 Penalty: 2905.406494
	Iteration 43Q: 3 clusters Score -681366.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -681380.000000 Penalty: 2905.406494
	Iteration 44Q: 3 clusters Score -681380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -681390.250000 Penalty: 2905.406494
	Iteration 45Q: 3 clusters Score -681390.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -681395.750000 Penalty: 2905.406494
	Iteration 46Q: 3 clusters Score -681395.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -681404.250000 Penalty: 2905.406494
	Iteration 47Q: 3 clusters Score -681404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -681408.812500 Penalty: 2905.406494
	Iteration 48Q: 3 clusters Score -681408.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -681413.375000 Penalty: 2905.406494
	Iteration 49Q: 3 clusters Score -681413.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -681418.312500 Penalty: 2905.406494
	Iteration 50Q: 3 clusters Score -681418.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -681420.687500 Penalty: 2905.406494
	Iteration 51Q: 3 clusters Score -681420.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -681424.062500 Penalty: 2905.406494
	Iteration 52Q: 3 clusters Score -681424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -681426.625000 Penalty: 2905.406494
	Iteration 53Q: 3 clusters Score -681426.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -681428.125000 Penalty: 2905.406494
	Iteration 54Q: 3 clusters Score -681428.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -681431.062500 Penalty: 2905.406494
	Iteration 55Q: 3 clusters Score -681431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -681433.062500 Penalty: 2905.406494
	Iteration 56Q: 3 clusters Score -681433.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -681435.250000 Penalty: 2905.406494
	Iteration 57Q: 3 clusters Score -681435.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -681435.000000 Penalty: 2905.406494
	Iteration 58Q: 3 clusters Score -681435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -681438.437500 Penalty: 2905.406494
	Iteration 59Q: 3 clusters Score -681438.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -681443.187500 Penalty: 2905.406494
	Iteration 60F: 3 clusters Score -681443.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -681443.812500 Penalty: 2905.406494
	Iteration 61Q: 3 clusters Score -681443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -681445.187500 Penalty: 2905.406494
	Iteration 62Q: 3 clusters Score -681445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -681444.375000 Penalty: 2905.406494
	Iteration 63Q: 3 clusters Score -681444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -681447.437500 Penalty: 2905.406494
	Iteration 64Q: 3 clusters Score -681447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -681448.000000 Penalty: 2905.406494
	Iteration 65Q: 3 clusters Score -681448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -681447.500000 Penalty: 2905.406494
	Iteration 66Q: 3 clusters Score -681447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -681446.625000 Penalty: 2905.406494
	Iteration 67Q: 3 clusters Score -681446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -681447.187500 Penalty: 2905.406494
	Iteration 68Q: 3 clusters Score -681447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -681449.500000 Penalty: 2905.406494
	Iteration 69Q: 3 clusters Score -681449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -681448.375000 Penalty: 2905.406494
	Iteration 70Q: 3 clusters Score -681448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -681448.375000 Penalty: 2905.406494
	Iteration 71F: 3 clusters Score -681448.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -352393.062500 Penalty: 1342.119873
	Iteration 0F: 2 clusters Score -352393.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -349066.218750 Penalty: 2684.239746
	Iteration 0F: 3 clusters Score -349066.2 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -349909.906250 Penalty: 2684.239746
	Iteration 1F: 3 clusters Score -349909.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -350072.656250 Penalty: 2684.239746
	Iteration 2F: 3 clusters Score -350072.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -350167.875000 Penalty: 2684.239746
	Iteration 3F: 3 clusters Score -350167.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -350227.656250 Penalty: 2684.239746
	Iteration 4Q: 3 clusters Score -350227.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -350283.281250 Penalty: 2684.239746
	Iteration 5Q: 3 clusters Score -350283.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -350323.843750 Penalty: 2684.239746
	Iteration 6Q: 3 clusters Score -350323.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -350364.437500 Penalty: 2684.239746
	Iteration 7Q: 3 clusters Score -350364.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -350403.437500 Penalty: 2684.239746
	Iteration 8Q: 3 clusters Score -350403.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -350435.937500 Penalty: 2684.239746
	Iteration 9Q: 3 clusters Score -350435.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -350471.312500 Penalty: 2684.239746
	Iteration 10Q: 3 clusters Score -350471.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -350506.250000 Penalty: 2684.239746
	Iteration 11Q: 3 clusters Score -350506.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -350535.718750 Penalty: 2684.239746
	Iteration 12Q: 3 clusters Score -350535.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -350562.062500 Penalty: 2684.239746
	Iteration 13Q: 3 clusters Score -350562.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -350595.906250 Penalty: 2684.239746
	Iteration 14Q: 3 clusters Score -350595.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -350640.718750 Penalty: 2684.239746
	Iteration 15Q: 3 clusters Score -350640.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -350694.625000 Penalty: 2684.239746
	Iteration 16Q: 3 clusters Score -350694.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -350740.062500 Penalty: 2684.239746
	Iteration 17Q: 3 clusters Score -350740.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -350779.437500 Penalty: 2684.239746
	Iteration 18Q: 3 clusters Score -350779.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -350814.812500 Penalty: 2684.239746
	Iteration 19Q: 3 clusters Score -350814.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -350862.843750 Penalty: 2684.239746
	Iteration 20F: 3 clusters Score -350862.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -350905.406250 Penalty: 2684.239746
	Iteration 21Q: 3 clusters Score -350905.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -350948.250000 Penalty: 2684.239746
	Iteration 22Q: 3 clusters Score -350948.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -350987.906250 Penalty: 2684.239746
	Iteration 23Q: 3 clusters Score -350987.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -351019.062500 Penalty: 2684.239746
	Iteration 24Q: 3 clusters Score -351019.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -351047.750000 Penalty: 2684.239746
	Iteration 25Q: 3 clusters Score -351047.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -351074.625000 Penalty: 2684.239746
	Iteration 26Q: 3 clusters Score -351074.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -351096.875000 Penalty: 2684.239746
	Iteration 27Q: 3 clusters Score -351096.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -351113.062500 Penalty: 2684.239746
	Iteration 28Q: 3 clusters Score -351113.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -351131.781250 Penalty: 2684.239746
	Iteration 29Q: 3 clusters Score -351131.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -351147.781250 Penalty: 2684.239746
	Iteration 30Q: 3 clusters Score -351147.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -351165.312500 Penalty: 2684.239746
	Iteration 31Q: 3 clusters Score -351165.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -351181.531250 Penalty: 2684.239746
	Iteration 32Q: 3 clusters Score -351181.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -351191.812500 Penalty: 2684.239746
	Iteration 33Q: 3 clusters Score -351191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -351196.031250 Penalty: 2684.239746
	Iteration 34Q: 3 clusters Score -351196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -351198.750000 Penalty: 2684.239746
	Iteration 35Q: 3 clusters Score -351198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -351200.812500 Penalty: 2684.239746
	Iteration 36Q: 3 clusters Score -351200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -351201.906250 Penalty: 2684.239746
	Iteration 37Q: 3 clusters Score -351201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -351204.031250 Penalty: 2684.239746
	Iteration 38Q: 3 clusters Score -351204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -351204.937500 Penalty: 2684.239746
	Iteration 39Q: 3 clusters Score -351204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -351208.843750 Penalty: 2684.239746
	Iteration 40F: 3 clusters Score -351208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -351212.125000 Penalty: 2684.239746
	Iteration 41Q: 3 clusters Score -351212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -351215.718750 Penalty: 2684.239746
	Iteration 42Q: 3 clusters Score -351215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -351218.781250 Penalty: 2684.239746
	Iteration 43Q: 3 clusters Score -351218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -351222.875000 Penalty: 2684.239746
	Iteration 44Q: 3 clusters Score -351222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -351229.406250 Penalty: 2684.239746
	Iteration 45Q: 3 clusters Score -351229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -351234.937500 Penalty: 2684.239746
	Iteration 46Q: 3 clusters Score -351234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -351240.343750 Penalty: 2684.239746
	Iteration 47Q: 3 clusters Score -351240.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -351244.468750 Penalty: 2684.239746
	Iteration 48Q: 3 clusters Score -351244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -351248.281250 Penalty: 2684.239746
	Iteration 49Q: 3 clusters Score -351248.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -351252.250000 Penalty: 2684.239746
	Iteration 50Q: 3 clusters Score -351252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -351254.312500 Penalty: 2684.239746
	Iteration 51Q: 3 clusters Score -351254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -351255.187500 Penalty: 2684.239746
	Iteration 52Q: 3 clusters Score -351255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -351255.187500 Penalty: 2684.239746
	Iteration 53F: 3 clusters Score -351255.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (284131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284131 members 
Entering Unmasked Estep 
Score: -25455980.000000 Penalty: 2040.543579
	Iteration 0F: 2 clusters Score -2.545598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 141920 members 
Entering Unmasked Estep 
Score: -25275098.000000 Penalty: 4081.087158
	Iteration 0F: 3 clusters Score -2.52751e+07 nChanged 138107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148462 members 
Mstep: Class 2 contains 135669 members 
Entering Unmasked Estep 
Score: -25357652.000000 Penalty: 4081.087158
	Iteration 1F: 3 clusters Score -2.535765e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152524 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -25359150.000000 Penalty: 4081.087158
	Iteration 2Q: 3 clusters Score -2.535915e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 125307 members 
Entering Unmasked Estep 
Score: -25361234.000000 Penalty: 4081.087158
	Iteration 3Q: 3 clusters Score -2.536123e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168218 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
Score: -25365162.000000 Penalty: 4081.087158
	Iteration 4Q: 3 clusters Score -2.536516e+07 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181271 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -25371224.000000 Penalty: 4081.087158
	Iteration 5F: 3 clusters Score -2.537122e+07 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198139 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -25380618.000000 Penalty: 4081.087158
	Iteration 6F: 3 clusters Score -2.538062e+07 nChanged 20067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216778 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -25392988.000000 Penalty: 4081.087158
	Iteration 7F: 3 clusters Score -2.539299e+07 nChanged 18886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234476 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -25407294.000000 Penalty: 4081.087158
	Iteration 8F: 3 clusters Score -2.540729e+07 nChanged 15352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248728 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -25420718.000000 Penalty: 4081.087158
	Iteration 9F: 3 clusters Score -2.542072e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258275 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -25430334.000000 Penalty: 4081.087158
	Iteration 10Q: 3 clusters Score -2.543033e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264147 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -25437004.000000 Penalty: 4081.087158
	Iteration 11Q: 3 clusters Score -2.5437e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267875 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -25441222.000000 Penalty: 4081.087158
	Iteration 12Q: 3 clusters Score -2.544122e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270498 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -25444062.000000 Penalty: 4081.087158
	Iteration 13Q: 3 clusters Score -2.544406e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272467 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -25446104.000000 Penalty: 4081.087158
	Iteration 14Q: 3 clusters Score -2.54461e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274005 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -25447704.000000 Penalty: 4081.087158
	Iteration 15Q: 3 clusters Score -2.54477e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275274 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -25449092.000000 Penalty: 4081.087158
	Iteration 16Q: 3 clusters Score -2.544909e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276261 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -25449998.000000 Penalty: 4081.087158
	Iteration 17Q: 3 clusters Score -2.545e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277078 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -25450670.000000 Penalty: 4081.087158
	Iteration 18Q: 3 clusters Score -2.545067e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277735 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -25451340.000000 Penalty: 4081.087158
	Iteration 19Q: 3 clusters Score -2.545134e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278263 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -25451560.000000 Penalty: 4081.087158
	Iteration 20F: 3 clusters Score -2.545156e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278719 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -25451950.000000 Penalty: 4081.087158
	Iteration 21Q: 3 clusters Score -2.545195e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279106 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -25452206.000000 Penalty: 4081.087158
	Iteration 22Q: 3 clusters Score -2.545221e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279453 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -25452454.000000 Penalty: 4081.087158
	Iteration 23Q: 3 clusters Score -2.545245e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279764 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -25452690.000000 Penalty: 4081.087158
	Iteration 24Q: 3 clusters Score -2.545269e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280020 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -25452836.000000 Penalty: 4081.087158
	Iteration 25Q: 3 clusters Score -2.545284e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280241 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -25452982.000000 Penalty: 4081.087158
	Iteration 26Q: 3 clusters Score -2.545298e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280434 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -25453096.000000 Penalty: 4081.087158
	Iteration 27Q: 3 clusters Score -2.54531e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280621 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -25453212.000000 Penalty: 4081.087158
	Iteration 28Q: 3 clusters Score -2.545321e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280764 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -25453310.000000 Penalty: 4081.087158
	Iteration 29Q: 3 clusters Score -2.545331e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280905 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -25453372.000000 Penalty: 4081.087158
	Iteration 30Q: 3 clusters Score -2.545337e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281027 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -25453444.000000 Penalty: 4081.087158
	Iteration 31Q: 3 clusters Score -2.545344e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281151 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -25453530.000000 Penalty: 4081.087158
	Iteration 32Q: 3 clusters Score -2.545353e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281271 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -25453536.000000 Penalty: 4081.087158
	Iteration 33Q: 3 clusters Score -2.545354e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281373 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -25453566.000000 Penalty: 4081.087158
	Iteration 34Q: 3 clusters Score -2.545357e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281466 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -25453604.000000 Penalty: 4081.087158
	Iteration 35Q: 3 clusters Score -2.54536e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281552 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -25453680.000000 Penalty: 4081.087158
	Iteration 36Q: 3 clusters Score -2.545368e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281636 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -25453742.000000 Penalty: 4081.087158
	Iteration 37Q: 3 clusters Score -2.545374e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281696 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -25453808.000000 Penalty: 4081.087158
	Iteration 38Q: 3 clusters Score -2.545381e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281768 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -25453804.000000 Penalty: 4081.087158
	Iteration 39Q: 3 clusters Score -2.54538e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281825 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -25453822.000000 Penalty: 4081.087158
	Iteration 40F: 3 clusters Score -2.545382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281868 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -25453860.000000 Penalty: 4081.087158
	Iteration 41Q: 3 clusters Score -2.545386e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281924 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -25453906.000000 Penalty: 4081.087158
	Iteration 42Q: 3 clusters Score -2.545391e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281977 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -25453938.000000 Penalty: 4081.087158
	Iteration 43Q: 3 clusters Score -2.545394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282014 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -25453956.000000 Penalty: 4081.087158
	Iteration 44Q: 3 clusters Score -2.545396e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282055 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25453976.000000 Penalty: 4081.087158
	Iteration 45Q: 3 clusters Score -2.545398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282091 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -25453984.000000 Penalty: 4081.087158
	Iteration 46Q: 3 clusters Score -2.545398e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282122 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -25454012.000000 Penalty: 4081.087158
	Iteration 47Q: 3 clusters Score -2.545401e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282159 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -25454036.000000 Penalty: 4081.087158
	Iteration 48Q: 3 clusters Score -2.545404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282189 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -25454028.000000 Penalty: 4081.087158
	Iteration 49Q: 3 clusters Score -2.545403e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282222 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -25454028.000000 Penalty: 4081.087158
	Iteration 50Q: 3 clusters Score -2.545403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282253 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -25454064.000000 Penalty: 4081.087158
	Iteration 51Q: 3 clusters Score -2.545406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282273 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -25454072.000000 Penalty: 4081.087158
	Iteration 52Q: 3 clusters Score -2.545407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282296 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -25454088.000000 Penalty: 4081.087158
	Iteration 53Q: 3 clusters Score -2.545409e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282315 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -25454070.000000 Penalty: 4081.087158
	Iteration 54Q: 3 clusters Score -2.545407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282334 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -25454056.000000 Penalty: 4081.087158
	Iteration 55Q: 3 clusters Score -2.545406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282345 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -25454058.000000 Penalty: 4081.087158
	Iteration 56Q: 3 clusters Score -2.545406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282356 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -25454080.000000 Penalty: 4081.087158
	Iteration 57Q: 3 clusters Score -2.545408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282368 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -25454094.000000 Penalty: 4081.087158
	Iteration 58Q: 3 clusters Score -2.545409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282383 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -25454088.000000 Penalty: 4081.087158
	Iteration 59Q: 3 clusters Score -2.545409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282397 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -25454072.000000 Penalty: 4081.087158
	Iteration 60F: 3 clusters Score -2.545407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282414 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -25454070.000000 Penalty: 4081.087158
	Iteration 61Q: 3 clusters Score -2.545407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282426 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -25454084.000000 Penalty: 4081.087158
	Iteration 62Q: 3 clusters Score -2.545408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282433 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -25454092.000000 Penalty: 4081.087158
	Iteration 63Q: 3 clusters Score -2.545409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282438 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -25454090.000000 Penalty: 4081.087158
	Iteration 64Q: 3 clusters Score -2.545409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282443 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -25454092.000000 Penalty: 4081.087158
	Iteration 65Q: 3 clusters Score -2.545409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282449 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -25454104.000000 Penalty: 4081.087158
	Iteration 66Q: 3 clusters Score -2.54541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282453 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -25454116.000000 Penalty: 4081.087158
	Iteration 67Q: 3 clusters Score -2.545412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282456 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -25454104.000000 Penalty: 4081.087158
	Iteration 68Q: 3 clusters Score -2.54541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282461 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -25454092.000000 Penalty: 4081.087158
	Iteration 69Q: 3 clusters Score -2.545409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282470 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -25454104.000000 Penalty: 4081.087158
	Iteration 70Q: 3 clusters Score -2.54541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282476 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -25454090.000000 Penalty: 4081.087158
	Iteration 71Q: 3 clusters Score -2.545409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282486 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -25454068.000000 Penalty: 4081.087158
	Iteration 72Q: 3 clusters Score -2.545407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282495 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -25454078.000000 Penalty: 4081.087158
	Iteration 73Q: 3 clusters Score -2.545408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282504 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25454094.000000 Penalty: 4081.087158
	Iteration 74Q: 3 clusters Score -2.545409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282519 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25454110.000000 Penalty: 4081.087158
	Iteration 75Q: 3 clusters Score -2.545411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282527 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -25454112.000000 Penalty: 4081.087158
	Iteration 76Q: 3 clusters Score -2.545411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282531 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -25454114.000000 Penalty: 4081.087158
	Iteration 77Q: 3 clusters Score -2.545411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282539 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25454120.000000 Penalty: 4081.087158
	Iteration 78Q: 3 clusters Score -2.545412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282545 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -25454122.000000 Penalty: 4081.087158
	Iteration 79Q: 3 clusters Score -2.545412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282557 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -25454122.000000 Penalty: 4081.087158
	Iteration 80F: 3 clusters Score -2.545412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282565 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -25454134.000000 Penalty: 4081.087158
	Iteration 81Q: 3 clusters Score -2.545413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282572 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -25454112.000000 Penalty: 4081.087158
	Iteration 82Q: 3 clusters Score -2.545411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282581 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -25454122.000000 Penalty: 4081.087158
	Iteration 83Q: 3 clusters Score -2.545412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282586 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -25454112.000000 Penalty: 4081.087158
	Iteration 84Q: 3 clusters Score -2.545411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282590 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -25454118.000000 Penalty: 4081.087158
	Iteration 85Q: 3 clusters Score -2.545412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282596 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25454114.000000 Penalty: 4081.087158
	Iteration 86Q: 3 clusters Score -2.545411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282596 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25454114.000000 Penalty: 4081.087158
	Iteration 87Q: 3 clusters Score -2.545411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282597 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -25454110.000000 Penalty: 4081.087158
	Iteration 88Q: 3 clusters Score -2.545411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282599 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -25454108.000000 Penalty: 4081.087158
	Iteration 89Q: 3 clusters Score -2.545411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282605 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -25454102.000000 Penalty: 4081.087158
	Iteration 90Q: 3 clusters Score -2.54541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282607 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -25454110.000000 Penalty: 4081.087158
	Iteration 91Q: 3 clusters Score -2.545411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282611 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -25454100.000000 Penalty: 4081.087158
	Iteration 92Q: 3 clusters Score -2.54541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282616 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -25454108.000000 Penalty: 4081.087158
	Iteration 93Q: 3 clusters Score -2.545411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282623 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -25454096.000000 Penalty: 4081.087158
	Iteration 94Q: 3 clusters Score -2.54541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282628 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -25454100.000000 Penalty: 4081.087158
	Iteration 95Q: 3 clusters Score -2.54541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282630 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -25454078.000000 Penalty: 4081.087158
	Iteration 96Q: 3 clusters Score -2.545408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282635 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -25454096.000000 Penalty: 4081.087158
	Iteration 97Q: 3 clusters Score -2.54541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282640 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -25454102.000000 Penalty: 4081.087158
	Iteration 98Q: 3 clusters Score -2.54541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282649 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -25454114.000000 Penalty: 4081.087158
	Iteration 99Q: 3 clusters Score -2.545411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282655 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -25454124.000000 Penalty: 4081.087158
	Iteration 100F: 3 clusters Score -2.545412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282661 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -25454130.000000 Penalty: 4081.087158
	Iteration 101Q: 3 clusters Score -2.545413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282664 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -25454124.000000 Penalty: 4081.087158
	Iteration 102Q: 3 clusters Score -2.545412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282670 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -25454124.000000 Penalty: 4081.087158
	Iteration 103Q: 3 clusters Score -2.545412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282679 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -25454138.000000 Penalty: 4081.087158
	Iteration 104Q: 3 clusters Score -2.545414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282688 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25454162.000000 Penalty: 4081.087158
	Iteration 105Q: 3 clusters Score -2.545416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282694 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -25454118.000000 Penalty: 4081.087158
	Iteration 106Q: 3 clusters Score -2.545412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282695 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -25454136.000000 Penalty: 4081.087158
	Iteration 107Q: 3 clusters Score -2.545414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282695 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -25454136.000000 Penalty: 4081.087158
	Iteration 108F: 3 clusters Score -2.545414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Entering Unmasked Estep 
Score: -1555615.750000 Penalty: 1595.926147
	Iteration 0F: 2 clusters Score -1555616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1543002.625000 Penalty: 3191.852295
	Iteration 0F: 3 clusters Score -1543003 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1547517.875000 Penalty: 3191.852295
	Iteration 1F: 3 clusters Score -1547518 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1547888.875000 Penalty: 3191.852295
	Iteration 2F: 3 clusters Score -1547889 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1548279.875000 Penalty: 3191.852295
	Iteration 3Q: 3 clusters Score -1548280 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1548737.500000 Penalty: 3191.852295
	Iteration 4Q: 3 clusters Score -1548738 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1549273.000000 Penalty: 3191.852295
	Iteration 5Q: 3 clusters Score -1549273 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1549871.875000 Penalty: 3191.852295
	Iteration 6F: 3 clusters Score -1549872 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1550477.750000 Penalty: 3191.852295
	Iteration 7F: 3 clusters Score -1550478 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1551054.125000 Penalty: 3191.852295
	Iteration 8F: 3 clusters Score -1551054 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1551492.750000 Penalty: 3191.852295
	Iteration 9Q: 3 clusters Score -1551493 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1551826.875000 Penalty: 3191.852295
	Iteration 10Q: 3 clusters Score -1551827 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1552044.375000 Penalty: 3191.852295
	Iteration 11Q: 3 clusters Score -1552044 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1552194.625000 Penalty: 3191.852295
	Iteration 12Q: 3 clusters Score -1552195 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1552307.000000 Penalty: 3191.852295
	Iteration 13Q: 3 clusters Score -1552307 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1552393.250000 Penalty: 3191.852295
	Iteration 14Q: 3 clusters Score -1552393 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1552458.750000 Penalty: 3191.852295
	Iteration 15Q: 3 clusters Score -1552459 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1552507.250000 Penalty: 3191.852295
	Iteration 16Q: 3 clusters Score -1552507 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1552546.500000 Penalty: 3191.852295
	Iteration 17Q: 3 clusters Score -1552546 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1552596.750000 Penalty: 3191.852295
	Iteration 18Q: 3 clusters Score -1552597 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1552637.875000 Penalty: 3191.852295
	Iteration 19Q: 3 clusters Score -1552638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1552689.750000 Penalty: 3191.852295
	Iteration 20F: 3 clusters Score -1552690 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1552740.625000 Penalty: 3191.852295
	Iteration 21Q: 3 clusters Score -1552741 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1552801.125000 Penalty: 3191.852295
	Iteration 22Q: 3 clusters Score -1552801 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1552833.875000 Penalty: 3191.852295
	Iteration 23Q: 3 clusters Score -1552834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1552877.750000 Penalty: 3191.852295
	Iteration 24Q: 3 clusters Score -1552878 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1552919.250000 Penalty: 3191.852295
	Iteration 25Q: 3 clusters Score -1552919 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1552980.875000 Penalty: 3191.852295
	Iteration 26Q: 3 clusters Score -1552981 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1553045.875000 Penalty: 3191.852295
	Iteration 27Q: 3 clusters Score -1553046 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1553097.875000 Penalty: 3191.852295
	Iteration 28Q: 3 clusters Score -1553098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1553148.250000 Penalty: 3191.852295
	Iteration 29Q: 3 clusters Score -1553148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1553201.250000 Penalty: 3191.852295
	Iteration 30Q: 3 clusters Score -1553201 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1553262.875000 Penalty: 3191.852295
	Iteration 31Q: 3 clusters Score -1553263 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1553338.500000 Penalty: 3191.852295
	Iteration 32Q: 3 clusters Score -1553338 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1553404.375000 Penalty: 3191.852295
	Iteration 33Q: 3 clusters Score -1553404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1553476.875000 Penalty: 3191.852295
	Iteration 34Q: 3 clusters Score -1553477 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1553561.875000 Penalty: 3191.852295
	Iteration 35Q: 3 clusters Score -1553562 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1553648.000000 Penalty: 3191.852295
	Iteration 36Q: 3 clusters Score -1553648 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -1553732.750000 Penalty: 3191.852295
	Iteration 37Q: 3 clusters Score -1553733 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -1553808.375000 Penalty: 3191.852295
	Iteration 38Q: 3 clusters Score -1553808 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1553881.625000 Penalty: 3191.852295
	Iteration 39Q: 3 clusters Score -1553882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1553939.125000 Penalty: 3191.852295
	Iteration 40F: 3 clusters Score -1553939 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1553983.375000 Penalty: 3191.852295
	Iteration 41Q: 3 clusters Score -1553983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1554019.750000 Penalty: 3191.852295
	Iteration 42Q: 3 clusters Score -1554020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1554052.125000 Penalty: 3191.852295
	Iteration 43Q: 3 clusters Score -1554052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1554069.375000 Penalty: 3191.852295
	Iteration 44Q: 3 clusters Score -1554069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1554091.375000 Penalty: 3191.852295
	Iteration 45Q: 3 clusters Score -1554091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -1554103.625000 Penalty: 3191.852295
	Iteration 46Q: 3 clusters Score -1554104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1554115.750000 Penalty: 3191.852295
	Iteration 47Q: 3 clusters Score -1554116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1554130.375000 Penalty: 3191.852295
	Iteration 48Q: 3 clusters Score -1554130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1554140.625000 Penalty: 3191.852295
	Iteration 49Q: 3 clusters Score -1554141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1554145.875000 Penalty: 3191.852295
	Iteration 50Q: 3 clusters Score -1554146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -1554152.625000 Penalty: 3191.852295
	Iteration 51Q: 3 clusters Score -1554153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1554164.375000 Penalty: 3191.852295
	Iteration 52Q: 3 clusters Score -1554164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1554171.375000 Penalty: 3191.852295
	Iteration 53Q: 3 clusters Score -1554171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -1554178.750000 Penalty: 3191.852295
	Iteration 54Q: 3 clusters Score -1554179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -1554191.250000 Penalty: 3191.852295
	Iteration 55Q: 3 clusters Score -1554191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -1554196.375000 Penalty: 3191.852295
	Iteration 56Q: 3 clusters Score -1554196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1554200.750000 Penalty: 3191.852295
	Iteration 57Q: 3 clusters Score -1554201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1554204.875000 Penalty: 3191.852295
	Iteration 58Q: 3 clusters Score -1554205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -1554208.625000 Penalty: 3191.852295
	Iteration 59Q: 3 clusters Score -1554209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1554213.000000 Penalty: 3191.852295
	Iteration 60F: 3 clusters Score -1554213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1554219.875000 Penalty: 3191.852295
	Iteration 61Q: 3 clusters Score -1554220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1554224.000000 Penalty: 3191.852295
	Iteration 62Q: 3 clusters Score -1554224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1554228.875000 Penalty: 3191.852295
	Iteration 63Q: 3 clusters Score -1554229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1554231.125000 Penalty: 3191.852295
	Iteration 64Q: 3 clusters Score -1554231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1554231.125000 Penalty: 3191.852295
	Iteration 65Q: 3 clusters Score -1554231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -1554232.500000 Penalty: 3191.852295
	Iteration 66Q: 3 clusters Score -1554232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -1554232.625000 Penalty: 3191.852295
	Iteration 67Q: 3 clusters Score -1554233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1554231.875000 Penalty: 3191.852295
	Iteration 68Q: 3 clusters Score -1554232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1554232.875000 Penalty: 3191.852295
	Iteration 69Q: 3 clusters Score -1554233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1554232.875000 Penalty: 3191.852295
	Iteration 70F: 3 clusters Score -1554233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Entering Unmasked Estep 
Score: -1597313.875000 Penalty: 1590.188110
	Iteration 0F: 2 clusters Score -1597314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1585113.750000 Penalty: 3180.376221
	Iteration 0F: 3 clusters Score -1585114 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1589438.750000 Penalty: 3180.376221
	Iteration 1F: 3 clusters Score -1589439 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1589866.000000 Penalty: 3180.376221
	Iteration 2F: 3 clusters Score -1589866 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1590422.125000 Penalty: 3180.376221
	Iteration 3F: 3 clusters Score -1590422 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1591238.625000 Penalty: 3180.376221
	Iteration 4F: 3 clusters Score -1591239 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1592267.500000 Penalty: 3180.376221
	Iteration 5F: 3 clusters Score -1592268 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1593441.125000 Penalty: 3180.376221
	Iteration 6F: 3 clusters Score -1593441 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1594772.125000 Penalty: 3180.376221
	Iteration 7F: 3 clusters Score -1594772 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1595759.125000 Penalty: 3180.376221
	Iteration 8F: 3 clusters Score -1595759 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1596147.375000 Penalty: 3180.376221
	Iteration 9Q: 3 clusters Score -1596147 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1596285.750000 Penalty: 3180.376221
	Iteration 10Q: 3 clusters Score -1596286 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1596376.625000 Penalty: 3180.376221
	Iteration 11Q: 3 clusters Score -1596377 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1596428.750000 Penalty: 3180.376221
	Iteration 12Q: 3 clusters Score -1596429 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1596484.375000 Penalty: 3180.376221
	Iteration 13Q: 3 clusters Score -1596484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1596522.000000 Penalty: 3180.376221
	Iteration 14Q: 3 clusters Score -1596522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1596562.125000 Penalty: 3180.376221
	Iteration 15Q: 3 clusters Score -1596562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1596591.375000 Penalty: 3180.376221
	Iteration 16Q: 3 clusters Score -1596591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1596607.875000 Penalty: 3180.376221
	Iteration 17Q: 3 clusters Score -1596608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1596635.625000 Penalty: 3180.376221
	Iteration 18Q: 3 clusters Score -1596636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1596652.750000 Penalty: 3180.376221
	Iteration 19Q: 3 clusters Score -1596653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1596666.875000 Penalty: 3180.376221
	Iteration 20F: 3 clusters Score -1596667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1596689.250000 Penalty: 3180.376221
	Iteration 21Q: 3 clusters Score -1596689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1596707.750000 Penalty: 3180.376221
	Iteration 22Q: 3 clusters Score -1596708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1596727.125000 Penalty: 3180.376221
	Iteration 23Q: 3 clusters Score -1596727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1596738.625000 Penalty: 3180.376221
	Iteration 24Q: 3 clusters Score -1596739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1596747.375000 Penalty: 3180.376221
	Iteration 25Q: 3 clusters Score -1596747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1596752.625000 Penalty: 3180.376221
	Iteration 26Q: 3 clusters Score -1596753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1596758.500000 Penalty: 3180.376221
	Iteration 27Q: 3 clusters Score -1596758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1596765.375000 Penalty: 3180.376221
	Iteration 28Q: 3 clusters Score -1596765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1596765.500000 Penalty: 3180.376221
	Iteration 29Q: 3 clusters Score -1596766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1596772.500000 Penalty: 3180.376221
	Iteration 30Q: 3 clusters Score -1596772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1596773.750000 Penalty: 3180.376221
	Iteration 31Q: 3 clusters Score -1596774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1596778.875000 Penalty: 3180.376221
	Iteration 32Q: 3 clusters Score -1596779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1596779.500000 Penalty: 3180.376221
	Iteration 33Q: 3 clusters Score -1596780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1596783.250000 Penalty: 3180.376221
	Iteration 34Q: 3 clusters Score -1596783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1596788.250000 Penalty: 3180.376221
	Iteration 35Q: 3 clusters Score -1596788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1596790.750000 Penalty: 3180.376221
	Iteration 36Q: 3 clusters Score -1596791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1596791.375000 Penalty: 3180.376221
	Iteration 37Q: 3 clusters Score -1596791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1596792.875000 Penalty: 3180.376221
	Iteration 38Q: 3 clusters Score -1596793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1596791.625000 Penalty: 3180.376221
	Iteration 39Q: 3 clusters Score -1596792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1596792.000000 Penalty: 3180.376221
	Iteration 40F: 3 clusters Score -1596792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1596796.250000 Penalty: 3180.376221
	Iteration 41Q: 3 clusters Score -1596796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -1596796.375000 Penalty: 3180.376221
	Iteration 42Q: 3 clusters Score -1596796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1596795.625000 Penalty: 3180.376221
	Iteration 43Q: 3 clusters Score -1596796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1596797.250000 Penalty: 3180.376221
	Iteration 44Q: 3 clusters Score -1596797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1596796.000000 Penalty: 3180.376221
	Iteration 45Q: 3 clusters Score -1596796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1596798.750000 Penalty: 3180.376221
	Iteration 46Q: 3 clusters Score -1596799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1596798.375000 Penalty: 3180.376221
	Iteration 47Q: 3 clusters Score -1596798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1596800.250000 Penalty: 3180.376221
	Iteration 48Q: 3 clusters Score -1596800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -1596802.250000 Penalty: 3180.376221
	Iteration 49Q: 3 clusters Score -1596802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -1596797.875000 Penalty: 3180.376221
	Iteration 50Q: 3 clusters Score -1596798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1596800.375000 Penalty: 3180.376221
	Iteration 51Q: 3 clusters Score -1596800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1596802.500000 Penalty: 3180.376221
	Iteration 52Q: 3 clusters Score -1596802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1596804.875000 Penalty: 3180.376221
	Iteration 53Q: 3 clusters Score -1596805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1596806.625000 Penalty: 3180.376221
	Iteration 54Q: 3 clusters Score -1596807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1596812.000000 Penalty: 3180.376221
	Iteration 55Q: 3 clusters Score -1596812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1596812.625000 Penalty: 3180.376221
	Iteration 56Q: 3 clusters Score -1596813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1596813.625000 Penalty: 3180.376221
	Iteration 57Q: 3 clusters Score -1596814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1596810.375000 Penalty: 3180.376221
	Iteration 58Q: 3 clusters Score -1596810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1596811.625000 Penalty: 3180.376221
	Iteration 59Q: 3 clusters Score -1596812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1596812.375000 Penalty: 3180.376221
	Iteration 60F: 3 clusters Score -1596812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1596815.375000 Penalty: 3180.376221
	Iteration 61Q: 3 clusters Score -1596815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1596813.625000 Penalty: 3180.376221
	Iteration 62Q: 3 clusters Score -1596814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1596813.000000 Penalty: 3180.376221
	Iteration 63Q: 3 clusters Score -1596813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1596813.750000 Penalty: 3180.376221
	Iteration 64Q: 3 clusters Score -1596814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1596811.625000 Penalty: 3180.376221
	Iteration 65Q: 3 clusters Score -1596812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1596811.625000 Penalty: 3180.376221
	Iteration 66F: 3 clusters Score -1596812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Entering Unmasked Estep 
Score: -865963.250000 Penalty: 1492.666138
	Iteration 0F: 2 clusters Score -865963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -858988.750000 Penalty: 2985.332275
	Iteration 0F: 3 clusters Score -858988.8 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -861125.875000 Penalty: 2985.332275
	Iteration 1F: 3 clusters Score -861125.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -861416.437500 Penalty: 2985.332275
	Iteration 2F: 3 clusters Score -861416.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -861659.937500 Penalty: 2985.332275
	Iteration 3F: 3 clusters Score -861659.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -861868.375000 Penalty: 2985.332275
	Iteration 4Q: 3 clusters Score -861868.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -862043.187500 Penalty: 2985.332275
	Iteration 5Q: 3 clusters Score -862043.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -862203.125000 Penalty: 2985.332275
	Iteration 6Q: 3 clusters Score -862203.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -862354.500000 Penalty: 2985.332275
	Iteration 7Q: 3 clusters Score -862354.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -862508.125000 Penalty: 2985.332275
	Iteration 8Q: 3 clusters Score -862508.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -862653.937500 Penalty: 2985.332275
	Iteration 9Q: 3 clusters Score -862653.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -862810.562500 Penalty: 2985.332275
	Iteration 10Q: 3 clusters Score -862810.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -862988.812500 Penalty: 2985.332275
	Iteration 11Q: 3 clusters Score -862988.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -863147.687500 Penalty: 2985.332275
	Iteration 12Q: 3 clusters Score -863147.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -863280.687500 Penalty: 2985.332275
	Iteration 13Q: 3 clusters Score -863280.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -863389.687500 Penalty: 2985.332275
	Iteration 14Q: 3 clusters Score -863389.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -863466.312500 Penalty: 2985.332275
	Iteration 15Q: 3 clusters Score -863466.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -863534.125000 Penalty: 2985.332275
	Iteration 16Q: 3 clusters Score -863534.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -863582.687500 Penalty: 2985.332275
	Iteration 17Q: 3 clusters Score -863582.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -863620.437500 Penalty: 2985.332275
	Iteration 18Q: 3 clusters Score -863620.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -863645.125000 Penalty: 2985.332275
	Iteration 19Q: 3 clusters Score -863645.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -863669.875000 Penalty: 2985.332275
	Iteration 20F: 3 clusters Score -863669.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -863693.875000 Penalty: 2985.332275
	Iteration 21Q: 3 clusters Score -863693.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -863713.375000 Penalty: 2985.332275
	Iteration 22Q: 3 clusters Score -863713.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -863729.687500 Penalty: 2985.332275
	Iteration 23Q: 3 clusters Score -863729.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -863747.125000 Penalty: 2985.332275
	Iteration 24Q: 3 clusters Score -863747.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -863762.250000 Penalty: 2985.332275
	Iteration 25Q: 3 clusters Score -863762.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -863778.875000 Penalty: 2985.332275
	Iteration 26Q: 3 clusters Score -863778.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -863802.250000 Penalty: 2985.332275
	Iteration 27Q: 3 clusters Score -863802.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -863827.187500 Penalty: 2985.332275
	Iteration 28Q: 3 clusters Score -863827.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -863850.812500 Penalty: 2985.332275
	Iteration 29Q: 3 clusters Score -863850.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -863873.875000 Penalty: 2985.332275
	Iteration 30Q: 3 clusters Score -863873.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -863902.000000 Penalty: 2985.332275
	Iteration 31Q: 3 clusters Score -863902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -863933.437500 Penalty: 2985.332275
	Iteration 32Q: 3 clusters Score -863933.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -863964.187500 Penalty: 2985.332275
	Iteration 33Q: 3 clusters Score -863964.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -863994.312500 Penalty: 2985.332275
	Iteration 34Q: 3 clusters Score -863994.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -864024.000000 Penalty: 2985.332275
	Iteration 35Q: 3 clusters Score -864024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -864046.937500 Penalty: 2985.332275
	Iteration 36Q: 3 clusters Score -864046.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -864070.562500 Penalty: 2985.332275
	Iteration 37Q: 3 clusters Score -864070.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -864085.875000 Penalty: 2985.332275
	Iteration 38Q: 3 clusters Score -864085.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -864101.687500 Penalty: 2985.332275
	Iteration 39Q: 3 clusters Score -864101.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -864116.437500 Penalty: 2985.332275
	Iteration 40F: 3 clusters Score -864116.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -864132.375000 Penalty: 2985.332275
	Iteration 41Q: 3 clusters Score -864132.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -864147.687500 Penalty: 2985.332275
	Iteration 42Q: 3 clusters Score -864147.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -864162.125000 Penalty: 2985.332275
	Iteration 43Q: 3 clusters Score -864162.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -864170.125000 Penalty: 2985.332275
	Iteration 44Q: 3 clusters Score -864170.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -864176.437500 Penalty: 2985.332275
	Iteration 45Q: 3 clusters Score -864176.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -864183.625000 Penalty: 2985.332275
	Iteration 46Q: 3 clusters Score -864183.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -864191.000000 Penalty: 2985.332275
	Iteration 47Q: 3 clusters Score -864191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -864196.937500 Penalty: 2985.332275
	Iteration 48Q: 3 clusters Score -864196.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -864202.125000 Penalty: 2985.332275
	Iteration 49Q: 3 clusters Score -864202.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -864206.562500 Penalty: 2985.332275
	Iteration 50Q: 3 clusters Score -864206.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -864213.062500 Penalty: 2985.332275
	Iteration 51Q: 3 clusters Score -864213.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -864215.187500 Penalty: 2985.332275
	Iteration 52Q: 3 clusters Score -864215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -864215.875000 Penalty: 2985.332275
	Iteration 53Q: 3 clusters Score -864215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -864217.375000 Penalty: 2985.332275
	Iteration 54Q: 3 clusters Score -864217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -864218.000000 Penalty: 2985.332275
	Iteration 55Q: 3 clusters Score -864218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -864218.562500 Penalty: 2985.332275
	Iteration 56Q: 3 clusters Score -864218.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -864218.937500 Penalty: 2985.332275
	Iteration 57Q: 3 clusters Score -864218.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -864218.625000 Penalty: 2985.332275
	Iteration 58Q: 3 clusters Score -864218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -864218.625000 Penalty: 2985.332275
	Iteration 59Q: 3 clusters Score -864218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -864220.125000 Penalty: 2985.332275
	Iteration 60F: 3 clusters Score -864220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -864221.500000 Penalty: 2985.332275
	Iteration 61Q: 3 clusters Score -864221.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -864223.937500 Penalty: 2985.332275
	Iteration 62Q: 3 clusters Score -864223.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -864225.812500 Penalty: 2985.332275
	Iteration 63Q: 3 clusters Score -864225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -864226.687500 Penalty: 2985.332275
	Iteration 64Q: 3 clusters Score -864226.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -864231.812500 Penalty: 2985.332275
	Iteration 65Q: 3 clusters Score -864231.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -864230.812500 Penalty: 2985.332275
	Iteration 66Q: 3 clusters Score -864230.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -864234.062500 Penalty: 2985.332275
	Iteration 67Q: 3 clusters Score -864234.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -864237.062500 Penalty: 2985.332275
	Iteration 68Q: 3 clusters Score -864237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -864240.500000 Penalty: 2985.332275
	Iteration 69Q: 3 clusters Score -864240.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -864242.562500 Penalty: 2985.332275
	Iteration 70Q: 3 clusters Score -864242.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -864245.750000 Penalty: 2985.332275
	Iteration 71Q: 3 clusters Score -864245.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -864249.625000 Penalty: 2985.332275
	Iteration 72Q: 3 clusters Score -864249.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -864249.750000 Penalty: 2985.332275
	Iteration 73Q: 3 clusters Score -864249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -864251.875000 Penalty: 2985.332275
	Iteration 74Q: 3 clusters Score -864251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -864250.937500 Penalty: 2985.332275
	Iteration 75Q: 3 clusters Score -864250.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -864250.875000 Penalty: 2985.332275
	Iteration 76Q: 3 clusters Score -864250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -864251.625000 Penalty: 2985.332275
	Iteration 77Q: 3 clusters Score -864251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -864253.625000 Penalty: 2985.332275
	Iteration 78Q: 3 clusters Score -864253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -864255.500000 Penalty: 2985.332275
	Iteration 79Q: 3 clusters Score -864255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -864255.687500 Penalty: 2985.332275
	Iteration 80F: 3 clusters Score -864255.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -864258.375000 Penalty: 2985.332275
	Iteration 81Q: 3 clusters Score -864258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -864257.750000 Penalty: 2985.332275
	Iteration 82Q: 3 clusters Score -864257.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -864260.375000 Penalty: 2985.332275
	Iteration 83Q: 3 clusters Score -864260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -864261.437500 Penalty: 2985.332275
	Iteration 84Q: 3 clusters Score -864261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -864263.125000 Penalty: 2985.332275
	Iteration 85Q: 3 clusters Score -864263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -864264.437500 Penalty: 2985.332275
	Iteration 86Q: 3 clusters Score -864264.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -864265.125000 Penalty: 2985.332275
	Iteration 87Q: 3 clusters Score -864265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -864264.687500 Penalty: 2985.332275
	Iteration 88Q: 3 clusters Score -864264.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -864267.125000 Penalty: 2985.332275
	Iteration 89Q: 3 clusters Score -864267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -864269.687500 Penalty: 2985.332275
	Iteration 90Q: 3 clusters Score -864269.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -864277.062500 Penalty: 2985.332275
	Iteration 91Q: 3 clusters Score -864277.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -864279.312500 Penalty: 2985.332275
	Iteration 92Q: 3 clusters Score -864279.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -864281.312500 Penalty: 2985.332275
	Iteration 93Q: 3 clusters Score -864281.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -864285.687500 Penalty: 2985.332275
	Iteration 94Q: 3 clusters Score -864285.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -864289.437500 Penalty: 2985.332275
	Iteration 95Q: 3 clusters Score -864289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -864290.812500 Penalty: 2985.332275
	Iteration 96Q: 3 clusters Score -864290.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -864296.187500 Penalty: 2985.332275
	Iteration 97Q: 3 clusters Score -864296.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -864296.437500 Penalty: 2985.332275
	Iteration 98Q: 3 clusters Score -864296.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -864298.312500 Penalty: 2985.332275
	Iteration 99Q: 3 clusters Score -864298.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -864298.187500 Penalty: 2985.332275
	Iteration 100F: 3 clusters Score -864298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -864299.875000 Penalty: 2985.332275
	Iteration 101Q: 3 clusters Score -864299.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -864300.187500 Penalty: 2985.332275
	Iteration 102Q: 3 clusters Score -864300.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -864301.312500 Penalty: 2985.332275
	Iteration 103Q: 3 clusters Score -864301.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -864306.812500 Penalty: 2985.332275
	Iteration 104Q: 3 clusters Score -864306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -864308.312500 Penalty: 2985.332275
	Iteration 105Q: 3 clusters Score -864308.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -864310.562500 Penalty: 2985.332275
	Iteration 106Q: 3 clusters Score -864310.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -864313.125000 Penalty: 2985.332275
	Iteration 107Q: 3 clusters Score -864313.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -864315.875000 Penalty: 2985.332275
	Iteration 108Q: 3 clusters Score -864315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -864316.625000 Penalty: 2985.332275
	Iteration 109Q: 3 clusters Score -864316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -864318.312500 Penalty: 2985.332275
	Iteration 110Q: 3 clusters Score -864318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -864317.250000 Penalty: 2985.332275
	Iteration 111Q: 3 clusters Score -864317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -864318.562500 Penalty: 2985.332275
	Iteration 112Q: 3 clusters Score -864318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -864317.875000 Penalty: 2985.332275
	Iteration 113Q: 3 clusters Score -864317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -864317.875000 Penalty: 2985.332275
	Iteration 114F: 3 clusters Score -864317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 13529 members 
Mstep: Class 12 contains 145020 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 17 contains 284131 members 
Mstep: Class 19 contains 18418 members 
Mstep: Class 21 contains 17779 members 
Mstep: Class 22 contains 9756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45695684.000000 Penalty: 32104.955078
Iteration 119Q: 16 clusters Score -4.569568e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 13525 members 
Mstep: Class 12 contains 144137 members 
Mstep: Class 14 contains 7629 members 
Mstep: Class 15 contains 3878 members 
Mstep: Class 17 contains 284706 members 
Mstep: Class 19 contains 18655 members 
Mstep: Class 21 contains 17785 members 
Mstep: Class 22 contains 9765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696056.000000 Penalty: 32104.955078
Iteration 120F: 16 clusters Score -4.569606e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 5 contains 7861 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 13520 members 
Mstep: Class 12 contains 143564 members 
Mstep: Class 14 contains 7627 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 17 contains 284862 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 21 contains 17774 members 
Mstep: Class 22 contains 9775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696096.000000 Penalty: 32104.955078
Iteration 121Q: 16 clusters Score -4.56961e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 9 contains 4018 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 13517 members 
Mstep: Class 12 contains 143206 members 
Mstep: Class 14 contains 7618 members 
Mstep: Class 15 contains 3908 members 
Mstep: Class 17 contains 284993 members 
Mstep: Class 19 contains 18979 members 
Mstep: Class 21 contains 17771 members 
Mstep: Class 22 contains 9770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696148.000000 Penalty: 32104.955078
Iteration 122Q: 16 clusters Score -4.569615e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 13512 members 
Mstep: Class 12 contains 142956 members 
Mstep: Class 14 contains 7609 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 17 contains 285105 members 
Mstep: Class 19 contains 19087 members 
Mstep: Class 21 contains 17750 members 
Mstep: Class 22 contains 9762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696176.000000 Penalty: 32104.955078
Iteration 123Q: 16 clusters Score -4.569618e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1596 members 
Mstep: Class 3 contains 2486 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 7 contains 1912 members 
Mstep: Class 9 contains 4022 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 13503 members 
Mstep: Class 12 contains 142772 members 
Mstep: Class 14 contains 7608 members 
Mstep: Class 15 contains 3918 members 
Mstep: Class 17 contains 285172 members 
Mstep: Class 19 contains 19183 members 
Mstep: Class 21 contains 17740 members 
Mstep: Class 22 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696148.000000 Penalty: 32104.955078
Iteration 124Q: 16 clusters Score -4.569615e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1596 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 7 contains 1910 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 13502 members 
Mstep: Class 12 contains 142636 members 
Mstep: Class 14 contains 7608 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 17 contains 285215 members 
Mstep: Class 19 contains 19257 members 
Mstep: Class 21 contains 17729 members 
Mstep: Class 22 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696152.000000 Penalty: 32104.955078
Iteration 125Q: 16 clusters Score -4.569615e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 13499 members 
Mstep: Class 12 contains 142559 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 3924 members 
Mstep: Class 17 contains 285245 members 
Mstep: Class 19 contains 19306 members 
Mstep: Class 21 contains 17726 members 
Mstep: Class 22 contains 9754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696088.000000 Penalty: 32104.955078
Iteration 126Q: 16 clusters Score -4.569609e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1596 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 7 contains 1906 members 
Mstep: Class 9 contains 4024 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 142512 members 
Mstep: Class 14 contains 7595 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 17 contains 285266 members 
Mstep: Class 19 contains 19337 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 9752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696076.000000 Penalty: 32104.955078
Iteration 127Q: 16 clusters Score -4.569608e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2521 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142483 members 
Mstep: Class 14 contains 7589 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 17 contains 285270 members 
Mstep: Class 19 contains 19363 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 9752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696080.000000 Penalty: 32104.955078
Iteration 128Q: 16 clusters Score -4.569608e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 13493 members 
Mstep: Class 12 contains 142463 members 
Mstep: Class 14 contains 7586 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285275 members 
Mstep: Class 19 contains 19384 members 
Mstep: Class 21 contains 17710 members 
Mstep: Class 22 contains 9751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696080.000000 Penalty: 32104.955078
Iteration 129Q: 16 clusters Score -4.569608e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2528 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 142454 members 
Mstep: Class 14 contains 7581 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285276 members 
Mstep: Class 19 contains 19405 members 
Mstep: Class 21 contains 17705 members 
Mstep: Class 22 contains 9747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696140.000000 Penalty: 32104.955078
Iteration 130Q: 16 clusters Score -4.569614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142435 members 
Mstep: Class 14 contains 7579 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285281 members 
Mstep: Class 19 contains 19425 members 
Mstep: Class 21 contains 17705 members 
Mstep: Class 22 contains 9743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696168.000000 Penalty: 32104.955078
Iteration 131Q: 16 clusters Score -4.569617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13488 members 
Mstep: Class 12 contains 142418 members 
Mstep: Class 14 contains 7578 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285283 members 
Mstep: Class 19 contains 19434 members 
Mstep: Class 21 contains 17704 members 
Mstep: Class 22 contains 9740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696212.000000 Penalty: 32104.955078
Iteration 132Q: 16 clusters Score -4.569621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 5 contains 7904 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 12 contains 142402 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285282 members 
Mstep: Class 19 contains 19445 members 
Mstep: Class 21 contains 17704 members 
Mstep: Class 22 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696224.000000 Penalty: 32104.955078
Iteration 133Q: 16 clusters Score -4.569622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142392 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285282 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 21 contains 17703 members 
Mstep: Class 22 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696288.000000 Penalty: 32104.955078
Iteration 134Q: 16 clusters Score -4.569629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142385 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 17 contains 285282 members 
Mstep: Class 19 contains 19458 members 
Mstep: Class 21 contains 17703 members 
Mstep: Class 22 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696260.000000 Penalty: 32104.955078
Iteration 135Q: 16 clusters Score -4.569626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142381 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 17 contains 285281 members 
Mstep: Class 19 contains 19461 members 
Mstep: Class 21 contains 17703 members 
Mstep: Class 22 contains 9731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696272.000000 Penalty: 32104.955078
Iteration 136Q: 16 clusters Score -4.569627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 142376 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 17 contains 285281 members 
Mstep: Class 19 contains 19464 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696288.000000 Penalty: 32104.955078
Iteration 137Q: 16 clusters Score -4.569629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13491 members 
Mstep: Class 12 contains 142375 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 17 contains 285282 members 
Mstep: Class 19 contains 19465 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696292.000000 Penalty: 32104.955078
Iteration 138Q: 16 clusters Score -4.569629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 7 contains 1902 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 142368 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 17 contains 285281 members 
Mstep: Class 19 contains 19467 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696300.000000 Penalty: 32104.955078
Iteration 139Q: 16 clusters Score -4.56963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2559 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13493 members 
Mstep: Class 12 contains 142364 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19467 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696292.000000 Penalty: 32104.955078
Iteration 140F: 16 clusters Score -4.569629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13494 members 
Mstep: Class 12 contains 142359 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3933 members 
Mstep: Class 17 contains 285285 members 
Mstep: Class 19 contains 19468 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696272.000000 Penalty: 32104.955078
Iteration 141Q: 16 clusters Score -4.569627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13494 members 
Mstep: Class 12 contains 142349 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19470 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696288.000000 Penalty: 32104.955078
Iteration 142Q: 16 clusters Score -4.569629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13494 members 
Mstep: Class 12 contains 142343 members 
Mstep: Class 14 contains 7576 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285286 members 
Mstep: Class 19 contains 19471 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696296.000000 Penalty: 32104.955078
Iteration 143Q: 16 clusters Score -4.56963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13494 members 
Mstep: Class 12 contains 142335 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3934 members 
Mstep: Class 17 contains 285285 members 
Mstep: Class 19 contains 19473 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696288.000000 Penalty: 32104.955078
Iteration 144Q: 16 clusters Score -4.569629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4029 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13494 members 
Mstep: Class 12 contains 142324 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285288 members 
Mstep: Class 19 contains 19476 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696284.000000 Penalty: 32104.955078
Iteration 145Q: 16 clusters Score -4.569628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2592 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4029 members 
Mstep: Class 10 contains 5099 members 
Mstep: Class 11 contains 13493 members 
Mstep: Class 12 contains 142312 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285289 members 
Mstep: Class 19 contains 19481 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696300.000000 Penalty: 32104.955078
Iteration 146Q: 16 clusters Score -4.56963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13491 members 
Mstep: Class 12 contains 142307 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285290 members 
Mstep: Class 19 contains 19485 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696304.000000 Penalty: 32104.955078
Iteration 147Q: 16 clusters Score -4.56963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142296 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285291 members 
Mstep: Class 19 contains 19494 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696296.000000 Penalty: 32104.955078
Iteration 148Q: 16 clusters Score -4.56963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2598 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142286 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285290 members 
Mstep: Class 19 contains 19503 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696280.000000 Penalty: 32104.955078
Iteration 149Q: 16 clusters Score -4.569628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2602 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142279 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285289 members 
Mstep: Class 19 contains 19507 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696288.000000 Penalty: 32104.955078
Iteration 150Q: 16 clusters Score -4.569629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142278 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285286 members 
Mstep: Class 19 contains 19510 members 
Mstep: Class 21 contains 17701 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696280.000000 Penalty: 32104.955078
Iteration 151Q: 16 clusters Score -4.569628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142277 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285285 members 
Mstep: Class 19 contains 19511 members 
Mstep: Class 21 contains 17701 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696284.000000 Penalty: 32104.955078
Iteration 152Q: 16 clusters Score -4.569628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 142278 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19511 members 
Mstep: Class 21 contains 17700 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696256.000000 Penalty: 32104.955078
Iteration 153Q: 16 clusters Score -4.569626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 12 contains 142278 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19511 members 
Mstep: Class 21 contains 17701 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696252.000000 Penalty: 32104.955078
Iteration 154Q: 16 clusters Score -4.569625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 12 contains 142276 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19512 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696264.000000 Penalty: 32104.955078
Iteration 155Q: 16 clusters Score -4.569626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 12 contains 142273 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19513 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696268.000000 Penalty: 32104.955078
Iteration 156Q: 16 clusters Score -4.569627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 12 contains 142272 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19513 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696256.000000 Penalty: 32104.955078
Iteration 157Q: 16 clusters Score -4.569626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 1900 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 12 contains 142272 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19513 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -45696256.000000 Penalty: 32104.955078
Iteration 158F: 16 clusters Score -4.569626e+07 nChanged 0
Entering ConstructFrom: 
Score: -45696256.000000 Penalty: 32104.955078
Entering ConstructFrom: 
Trying to split cluster 1 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -208318.890625 Penalty: 1260.798584
	Iteration 0F: 2 clusters Score -208318.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -205974.578125 Penalty: 2521.597168
	Iteration 0F: 3 clusters Score -205974.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -206512.125000 Penalty: 2521.597168
	Iteration 1F: 3 clusters Score -206512.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -206632.171875 Penalty: 2521.597168
	Iteration 2F: 3 clusters Score -206632.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -206685.609375 Penalty: 2521.597168
	Iteration 3Q: 3 clusters Score -206685.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -206730.921875 Penalty: 2521.597168
	Iteration 4Q: 3 clusters Score -206730.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -206771.875000 Penalty: 2521.597168
	Iteration 5Q: 3 clusters Score -206771.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -206806.218750 Penalty: 2521.597168
	Iteration 6Q: 3 clusters Score -206806.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -206833.421875 Penalty: 2521.597168
	Iteration 7Q: 3 clusters Score -206833.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -206859.921875 Penalty: 2521.597168
	Iteration 8Q: 3 clusters Score -206859.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -206889.812500 Penalty: 2521.597168
	Iteration 9Q: 3 clusters Score -206889.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -206926.828125 Penalty: 2521.597168
	Iteration 10Q: 3 clusters Score -206926.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -206951.359375 Penalty: 2521.597168
	Iteration 11Q: 3 clusters Score -206951.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -206981.750000 Penalty: 2521.597168
	Iteration 12Q: 3 clusters Score -206981.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -207013.281250 Penalty: 2521.597168
	Iteration 13Q: 3 clusters Score -207013.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -207042.437500 Penalty: 2521.597168
	Iteration 14Q: 3 clusters Score -207042.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -207067.515625 Penalty: 2521.597168
	Iteration 15Q: 3 clusters Score -207067.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -207096.671875 Penalty: 2521.597168
	Iteration 16Q: 3 clusters Score -207096.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -207122.328125 Penalty: 2521.597168
	Iteration 17Q: 3 clusters Score -207122.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -207147.234375 Penalty: 2521.597168
	Iteration 18Q: 3 clusters Score -207147.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -207179.890625 Penalty: 2521.597168
	Iteration 19Q: 3 clusters Score -207179.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -207214.328125 Penalty: 2521.597168
	Iteration 20F: 3 clusters Score -207214.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -207249.390625 Penalty: 2521.597168
	Iteration 21Q: 3 clusters Score -207249.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -207289.843750 Penalty: 2521.597168
	Iteration 22Q: 3 clusters Score -207289.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -207325.437500 Penalty: 2521.597168
	Iteration 23Q: 3 clusters Score -207325.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -207352.468750 Penalty: 2521.597168
	Iteration 24Q: 3 clusters Score -207352.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -207364.203125 Penalty: 2521.597168
	Iteration 25Q: 3 clusters Score -207364.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -207375.984375 Penalty: 2521.597168
	Iteration 26Q: 3 clusters Score -207376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -207385.796875 Penalty: 2521.597168
	Iteration 27Q: 3 clusters Score -207385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -207394.140625 Penalty: 2521.597168
	Iteration 28Q: 3 clusters Score -207394.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -207402.765625 Penalty: 2521.597168
	Iteration 29Q: 3 clusters Score -207402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -207411.937500 Penalty: 2521.597168
	Iteration 30Q: 3 clusters Score -207411.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -207420.640625 Penalty: 2521.597168
	Iteration 31Q: 3 clusters Score -207420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -207427.281250 Penalty: 2521.597168
	Iteration 32Q: 3 clusters Score -207427.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -207432.796875 Penalty: 2521.597168
	Iteration 33Q: 3 clusters Score -207432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -207434.109375 Penalty: 2521.597168
	Iteration 34Q: 3 clusters Score -207434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -207435.109375 Penalty: 2521.597168
	Iteration 35Q: 3 clusters Score -207435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -207435.593750 Penalty: 2521.597168
	Iteration 36Q: 3 clusters Score -207435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -207435.593750 Penalty: 2521.597168
	Iteration 37F: 3 clusters Score -207435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -128305.328125 Penalty: 1198.580811
	Iteration 0F: 2 clusters Score -128305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -126518.507812 Penalty: 2397.161621
	Iteration 0F: 3 clusters Score -126518.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -127057.265625 Penalty: 2397.161621
	Iteration 1F: 3 clusters Score -127057.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -127275.515625 Penalty: 2397.161621
	Iteration 2F: 3 clusters Score -127275.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -127398.804688 Penalty: 2397.161621
	Iteration 3F: 3 clusters Score -127398.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127489.773438 Penalty: 2397.161621
	Iteration 4F: 3 clusters Score -127489.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127570.273438 Penalty: 2397.161621
	Iteration 5F: 3 clusters Score -127570.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -127632.625000 Penalty: 2397.161621
	Iteration 6Q: 3 clusters Score -127632.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -127683.507812 Penalty: 2397.161621
	Iteration 7Q: 3 clusters Score -127683.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -127724.671875 Penalty: 2397.161621
	Iteration 8Q: 3 clusters Score -127724.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -127758.929688 Penalty: 2397.161621
	Iteration 9Q: 3 clusters Score -127758.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -127788.984375 Penalty: 2397.161621
	Iteration 10Q: 3 clusters Score -127789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -127819.031250 Penalty: 2397.161621
	Iteration 11Q: 3 clusters Score -127819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -127840.750000 Penalty: 2397.161621
	Iteration 12Q: 3 clusters Score -127840.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -127859.890625 Penalty: 2397.161621
	Iteration 13Q: 3 clusters Score -127859.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -127866.296875 Penalty: 2397.161621
	Iteration 14Q: 3 clusters Score -127866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -127871.898438 Penalty: 2397.161621
	Iteration 15Q: 3 clusters Score -127871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -127878.406250 Penalty: 2397.161621
	Iteration 16Q: 3 clusters Score -127878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -127885.906250 Penalty: 2397.161621
	Iteration 17Q: 3 clusters Score -127885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -127890.578125 Penalty: 2397.161621
	Iteration 18Q: 3 clusters Score -127890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -127891.750000 Penalty: 2397.161621
	Iteration 19Q: 3 clusters Score -127891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -127891.750000 Penalty: 2397.161621
	Iteration 20F: 3 clusters Score -127891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Entering Unmasked Estep 
Score: -229897.640625 Penalty: 1278.342285
	Iteration 0F: 2 clusters Score -229897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -227382.078125 Penalty: 2556.684570
	Iteration 0F: 3 clusters Score -227382.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -227930.265625 Penalty: 2556.684570
	Iteration 1F: 3 clusters Score -227930.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -228050.718750 Penalty: 2556.684570
	Iteration 2F: 3 clusters Score -228050.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -228127.015625 Penalty: 2556.684570
	Iteration 3F: 3 clusters Score -228127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -228174.703125 Penalty: 2556.684570
	Iteration 4Q: 3 clusters Score -228174.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -228216.343750 Penalty: 2556.684570
	Iteration 5Q: 3 clusters Score -228216.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -228252.578125 Penalty: 2556.684570
	Iteration 6Q: 3 clusters Score -228252.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -228291.734375 Penalty: 2556.684570
	Iteration 7Q: 3 clusters Score -228291.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -228315.109375 Penalty: 2556.684570
	Iteration 8Q: 3 clusters Score -228315.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -228335.031250 Penalty: 2556.684570
	Iteration 9Q: 3 clusters Score -228335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -228351.781250 Penalty: 2556.684570
	Iteration 10Q: 3 clusters Score -228351.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -228370.953125 Penalty: 2556.684570
	Iteration 11Q: 3 clusters Score -228371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -228388.140625 Penalty: 2556.684570
	Iteration 12Q: 3 clusters Score -228388.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -228401.843750 Penalty: 2556.684570
	Iteration 13Q: 3 clusters Score -228401.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -228416.812500 Penalty: 2556.684570
	Iteration 14Q: 3 clusters Score -228416.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -228439.265625 Penalty: 2556.684570
	Iteration 15Q: 3 clusters Score -228439.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -228470.671875 Penalty: 2556.684570
	Iteration 16Q: 3 clusters Score -228470.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -228508.296875 Penalty: 2556.684570
	Iteration 17Q: 3 clusters Score -228508.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -228534.140625 Penalty: 2556.684570
	Iteration 18Q: 3 clusters Score -228534.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -228564.109375 Penalty: 2556.684570
	Iteration 19Q: 3 clusters Score -228564.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -228603.468750 Penalty: 2556.684570
	Iteration 20F: 3 clusters Score -228603.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -228645.437500 Penalty: 2556.684570
	Iteration 21Q: 3 clusters Score -228645.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -228695.203125 Penalty: 2556.684570
	Iteration 22Q: 3 clusters Score -228695.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -228737.328125 Penalty: 2556.684570
	Iteration 23Q: 3 clusters Score -228737.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -228769.593750 Penalty: 2556.684570
	Iteration 24Q: 3 clusters Score -228769.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -228813.375000 Penalty: 2556.684570
	Iteration 25Q: 3 clusters Score -228813.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -228851.546875 Penalty: 2556.684570
	Iteration 26Q: 3 clusters Score -228851.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -228876.671875 Penalty: 2556.684570
	Iteration 27Q: 3 clusters Score -228876.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -228890.312500 Penalty: 2556.684570
	Iteration 28Q: 3 clusters Score -228890.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -228902.781250 Penalty: 2556.684570
	Iteration 29Q: 3 clusters Score -228902.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -228910.781250 Penalty: 2556.684570
	Iteration 30Q: 3 clusters Score -228910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -228923.593750 Penalty: 2556.684570
	Iteration 31Q: 3 clusters Score -228923.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -228938.234375 Penalty: 2556.684570
	Iteration 32Q: 3 clusters Score -228938.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -228944.421875 Penalty: 2556.684570
	Iteration 33Q: 3 clusters Score -228944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -228951.218750 Penalty: 2556.684570
	Iteration 34Q: 3 clusters Score -228951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -228960.640625 Penalty: 2556.684570
	Iteration 35Q: 3 clusters Score -228960.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -228963.906250 Penalty: 2556.684570
	Iteration 36Q: 3 clusters Score -228963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -228964.968750 Penalty: 2556.684570
	Iteration 37Q: 3 clusters Score -228965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -228970.515625 Penalty: 2556.684570
	Iteration 38Q: 3 clusters Score -228970.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -228972.781250 Penalty: 2556.684570
	Iteration 39Q: 3 clusters Score -228972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -228974.500000 Penalty: 2556.684570
	Iteration 40F: 3 clusters Score -228974.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228975.875000 Penalty: 2556.684570
	Iteration 41Q: 3 clusters Score -228975.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -228975.875000 Penalty: 2556.684570
	Iteration 42F: 3 clusters Score -228975.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Entering Unmasked Estep 
Score: -713560.187500 Penalty: 1458.724731
	Iteration 0F: 2 clusters Score -713560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -707743.312500 Penalty: 2917.449463
	Iteration 0F: 3 clusters Score -707743.3 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -709513.812500 Penalty: 2917.449463
	Iteration 1F: 3 clusters Score -709513.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -709738.687500 Penalty: 2917.449463
	Iteration 2F: 3 clusters Score -709738.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -709908.687500 Penalty: 2917.449463
	Iteration 3F: 3 clusters Score -709908.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -710064.937500 Penalty: 2917.449463
	Iteration 4Q: 3 clusters Score -710064.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -710217.875000 Penalty: 2917.449463
	Iteration 5Q: 3 clusters Score -710217.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -710373.500000 Penalty: 2917.449463
	Iteration 6Q: 3 clusters Score -710373.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -710554.500000 Penalty: 2917.449463
	Iteration 7Q: 3 clusters Score -710554.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -710781.562500 Penalty: 2917.449463
	Iteration 8Q: 3 clusters Score -710781.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711026.625000 Penalty: 2917.449463
	Iteration 9Q: 3 clusters Score -711026.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -711291.750000 Penalty: 2917.449463
	Iteration 10Q: 3 clusters Score -711291.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -711519.187500 Penalty: 2917.449463
	Iteration 11Q: 3 clusters Score -711519.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -711749.375000 Penalty: 2917.449463
	Iteration 12Q: 3 clusters Score -711749.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -711931.812500 Penalty: 2917.449463
	Iteration 13Q: 3 clusters Score -711931.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -712047.625000 Penalty: 2917.449463
	Iteration 14Q: 3 clusters Score -712047.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -712136.375000 Penalty: 2917.449463
	Iteration 15Q: 3 clusters Score -712136.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -712203.687500 Penalty: 2917.449463
	Iteration 16Q: 3 clusters Score -712203.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -712238.562500 Penalty: 2917.449463
	Iteration 17Q: 3 clusters Score -712238.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -712264.125000 Penalty: 2917.449463
	Iteration 18Q: 3 clusters Score -712264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -712278.062500 Penalty: 2917.449463
	Iteration 19Q: 3 clusters Score -712278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -712288.187500 Penalty: 2917.449463
	Iteration 20F: 3 clusters Score -712288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -712290.875000 Penalty: 2917.449463
	Iteration 21Q: 3 clusters Score -712290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -712291.312500 Penalty: 2917.449463
	Iteration 22Q: 3 clusters Score -712291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -712291.312500 Penalty: 2917.449463
	Iteration 23F: 3 clusters Score -712291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -154993.218750 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -154993.2 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 947 members 
Entering Unmasked Estep 
Score: -153023.062500 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -153023.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -153629.750000 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -153629.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -153902.140625 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -153902.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -154120.750000 Penalty: 2453.623047
	Iteration 3F: 3 clusters Score -154120.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -154324.359375 Penalty: 2453.623047
	Iteration 4F: 3 clusters Score -154324.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -154547.671875 Penalty: 2453.623047
	Iteration 5F: 3 clusters Score -154547.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -154845.843750 Penalty: 2453.623047
	Iteration 6F: 3 clusters Score -154845.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -155203.625000 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -155203.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -155396.265625 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -155396.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -155438.843750 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -155438.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -155453.578125 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -155453.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -155463.968750 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -155464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -155471.171875 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -155471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -155475.671875 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -155475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -155485.890625 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -155485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -155489.859375 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -155489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -155490.093750 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -155490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -155492.078125 Penalty: 2453.623047
	Iteration 17F: 3 clusters Score -155492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -155496.546875 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -155496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -155496.546875 Penalty: 2453.623047
	Iteration 19F: 3 clusters Score -155496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 1645 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 255 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 13489 members 
Mstep: Class 12 contains 142272 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 17 contains 285284 members 
Mstep: Class 19 contains 19513 members 
Mstep: Class 21 contains 17702 members 
Mstep: Class 22 contains 9724 members 
Entering Unmasked Estep 
Score: -45695836.000000 Penalty: 34245.285156
Splitting cluster 7 changes total score from -45696256.000000 to -45695836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -356044.625000 Penalty: 1348.997192
	Iteration 0F: 2 clusters Score -356044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -352709.125000 Penalty: 2697.994385
	Iteration 0F: 3 clusters Score -352709.1 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -353563.375000 Penalty: 2697.994385
	Iteration 1F: 3 clusters Score -353563.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -353731.875000 Penalty: 2697.994385
	Iteration 2F: 3 clusters Score -353731.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -353830.000000 Penalty: 2697.994385
	Iteration 3Q: 3 clusters Score -353830 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -353918.250000 Penalty: 2697.994385
	Iteration 4Q: 3 clusters Score -353918.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -353999.468750 Penalty: 2697.994385
	Iteration 5Q: 3 clusters Score -353999.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -354075.437500 Penalty: 2697.994385
	Iteration 6Q: 3 clusters Score -354075.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -354140.031250 Penalty: 2697.994385
	Iteration 7Q: 3 clusters Score -354140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -354206.687500 Penalty: 2697.994385
	Iteration 8Q: 3 clusters Score -354206.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -354273.218750 Penalty: 2697.994385
	Iteration 9Q: 3 clusters Score -354273.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -354323.468750 Penalty: 2697.994385
	Iteration 10Q: 3 clusters Score -354323.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -354369.250000 Penalty: 2697.994385
	Iteration 11Q: 3 clusters Score -354369.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -354426.062500 Penalty: 2697.994385
	Iteration 12Q: 3 clusters Score -354426.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -354483.281250 Penalty: 2697.994385
	Iteration 13Q: 3 clusters Score -354483.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -354550.750000 Penalty: 2697.994385
	Iteration 14Q: 3 clusters Score -354550.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -354607.375000 Penalty: 2697.994385
	Iteration 15Q: 3 clusters Score -354607.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -354664.375000 Penalty: 2697.994385
	Iteration 16Q: 3 clusters Score -354664.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -354723.843750 Penalty: 2697.994385
	Iteration 17Q: 3 clusters Score -354723.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -354781.500000 Penalty: 2697.994385
	Iteration 18Q: 3 clusters Score -354781.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -354817.906250 Penalty: 2697.994385
	Iteration 19Q: 3 clusters Score -354817.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -354861.406250 Penalty: 2697.994385
	Iteration 20F: 3 clusters Score -354861.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -354922.000000 Penalty: 2697.994385
	Iteration 21Q: 3 clusters Score -354922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -354973.656250 Penalty: 2697.994385
	Iteration 22Q: 3 clusters Score -354973.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -355011.062500 Penalty: 2697.994385
	Iteration 23Q: 3 clusters Score -355011.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -355037.250000 Penalty: 2697.994385
	Iteration 24Q: 3 clusters Score -355037.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -355061.656250 Penalty: 2697.994385
	Iteration 25Q: 3 clusters Score -355061.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -355084.718750 Penalty: 2697.994385
	Iteration 26Q: 3 clusters Score -355084.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -355108.531250 Penalty: 2697.994385
	Iteration 27Q: 3 clusters Score -355108.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -355135.625000 Penalty: 2697.994385
	Iteration 28Q: 3 clusters Score -355135.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -355155.375000 Penalty: 2697.994385
	Iteration 29Q: 3 clusters Score -355155.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -355168.500000 Penalty: 2697.994385
	Iteration 30Q: 3 clusters Score -355168.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -355179.343750 Penalty: 2697.994385
	Iteration 31Q: 3 clusters Score -355179.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -355189.937500 Penalty: 2697.994385
	Iteration 32Q: 3 clusters Score -355189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -355201.750000 Penalty: 2697.994385
	Iteration 33Q: 3 clusters Score -355201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -355207.156250 Penalty: 2697.994385
	Iteration 34Q: 3 clusters Score -355207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -355211.375000 Penalty: 2697.994385
	Iteration 35Q: 3 clusters Score -355211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -355211.906250 Penalty: 2697.994385
	Iteration 36Q: 3 clusters Score -355211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -355213.281250 Penalty: 2697.994385
	Iteration 37Q: 3 clusters Score -355213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -355214.000000 Penalty: 2697.994385
	Iteration 38Q: 3 clusters Score -355214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -355214.968750 Penalty: 2697.994385
	Iteration 39Q: 3 clusters Score -355215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355214.812500 Penalty: 2697.994385
	Iteration 40F: 3 clusters Score -355214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -355215.281250 Penalty: 2697.994385
	Iteration 41Q: 3 clusters Score -355215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -355214.843750 Penalty: 2697.994385
	Iteration 42Q: 3 clusters Score -355214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -355217.125000 Penalty: 2697.994385
	Iteration 43Q: 3 clusters Score -355217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355216.562500 Penalty: 2697.994385
	Iteration 44Q: 3 clusters Score -355216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355216.562500 Penalty: 2697.994385
	Iteration 45F: 3 clusters Score -355216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Entering Unmasked Estep 
Score: -462517.406250 Penalty: 1387.198120
	Iteration 0F: 2 clusters Score -462517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -458456.562500 Penalty: 2774.396240
	Iteration 0F: 3 clusters Score -458456.6 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -459630.187500 Penalty: 2774.396240
	Iteration 1F: 3 clusters Score -459630.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -459869.218750 Penalty: 2774.396240
	Iteration 2F: 3 clusters Score -459869.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -460061.218750 Penalty: 2774.396240
	Iteration 3F: 3 clusters Score -460061.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -460228.906250 Penalty: 2774.396240
	Iteration 4Q: 3 clusters Score -460228.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -460400.125000 Penalty: 2774.396240
	Iteration 5Q: 3 clusters Score -460400.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -460560.593750 Penalty: 2774.396240
	Iteration 6Q: 3 clusters Score -460560.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -460712.500000 Penalty: 2774.396240
	Iteration 7Q: 3 clusters Score -460712.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -460850.562500 Penalty: 2774.396240
	Iteration 8Q: 3 clusters Score -460850.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -460984.562500 Penalty: 2774.396240
	Iteration 9Q: 3 clusters Score -460984.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -461101.281250 Penalty: 2774.396240
	Iteration 10Q: 3 clusters Score -461101.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -461190.593750 Penalty: 2774.396240
	Iteration 11Q: 3 clusters Score -461190.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -461245.687500 Penalty: 2774.396240
	Iteration 12Q: 3 clusters Score -461245.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -461290.468750 Penalty: 2774.396240
	Iteration 13Q: 3 clusters Score -461290.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -461323.937500 Penalty: 2774.396240
	Iteration 14Q: 3 clusters Score -461323.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -461353.562500 Penalty: 2774.396240
	Iteration 15Q: 3 clusters Score -461353.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -461378.718750 Penalty: 2774.396240
	Iteration 16Q: 3 clusters Score -461378.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -461397.031250 Penalty: 2774.396240
	Iteration 17Q: 3 clusters Score -461397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -461408.718750 Penalty: 2774.396240
	Iteration 18Q: 3 clusters Score -461408.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -461420.312500 Penalty: 2774.396240
	Iteration 19Q: 3 clusters Score -461420.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -461430.500000 Penalty: 2774.396240
	Iteration 20F: 3 clusters Score -461430.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -461441.000000 Penalty: 2774.396240
	Iteration 21Q: 3 clusters Score -461441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -461446.687500 Penalty: 2774.396240
	Iteration 22Q: 3 clusters Score -461446.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -461450.500000 Penalty: 2774.396240
	Iteration 23Q: 3 clusters Score -461450.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -461453.375000 Penalty: 2774.396240
	Iteration 24Q: 3 clusters Score -461453.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -461455.812500 Penalty: 2774.396240
	Iteration 25Q: 3 clusters Score -461455.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -461458.343750 Penalty: 2774.396240
	Iteration 26Q: 3 clusters Score -461458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -461460.437500 Penalty: 2774.396240
	Iteration 27Q: 3 clusters Score -461460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -461460.750000 Penalty: 2774.396240
	Iteration 28Q: 3 clusters Score -461460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -461460.843750 Penalty: 2774.396240
	Iteration 29Q: 3 clusters Score -461460.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -461461.093750 Penalty: 2774.396240
	Iteration 30Q: 3 clusters Score -461461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -461461.250000 Penalty: 2774.396240
	Iteration 31Q: 3 clusters Score -461461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -461461.250000 Penalty: 2774.396240
	Iteration 32F: 3 clusters Score -461461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -1195806.000000 Penalty: 1545.314941
	Iteration 0F: 2 clusters Score -1195806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1186390.625000 Penalty: 3090.629883
	Iteration 0F: 3 clusters Score -1186391 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1189614.250000 Penalty: 3090.629883
	Iteration 1F: 3 clusters Score -1189614 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1189970.750000 Penalty: 3090.629883
	Iteration 2F: 3 clusters Score -1189971 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1190378.125000 Penalty: 3090.629883
	Iteration 3F: 3 clusters Score -1190378 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1190909.875000 Penalty: 3090.629883
	Iteration 4F: 3 clusters Score -1190910 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1191587.500000 Penalty: 3090.629883
	Iteration 5F: 3 clusters Score -1191588 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1192341.375000 Penalty: 3090.629883
	Iteration 6F: 3 clusters Score -1192341 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1193058.000000 Penalty: 3090.629883
	Iteration 7F: 3 clusters Score -1193058 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1193572.375000 Penalty: 3090.629883
	Iteration 8Q: 3 clusters Score -1193572 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1193910.250000 Penalty: 3090.629883
	Iteration 9Q: 3 clusters Score -1193910 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1194121.375000 Penalty: 3090.629883
	Iteration 10Q: 3 clusters Score -1194121 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1194251.000000 Penalty: 3090.629883
	Iteration 11Q: 3 clusters Score -1194251 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1194337.875000 Penalty: 3090.629883
	Iteration 12Q: 3 clusters Score -1194338 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1194422.250000 Penalty: 3090.629883
	Iteration 13Q: 3 clusters Score -1194422 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1194489.125000 Penalty: 3090.629883
	Iteration 14Q: 3 clusters Score -1194489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1194544.875000 Penalty: 3090.629883
	Iteration 15Q: 3 clusters Score -1194545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1194596.250000 Penalty: 3090.629883
	Iteration 16Q: 3 clusters Score -1194596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1194635.375000 Penalty: 3090.629883
	Iteration 17Q: 3 clusters Score -1194635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1194672.875000 Penalty: 3090.629883
	Iteration 18Q: 3 clusters Score -1194673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1194689.125000 Penalty: 3090.629883
	Iteration 19Q: 3 clusters Score -1194689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1194699.125000 Penalty: 3090.629883
	Iteration 20F: 3 clusters Score -1194699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1194711.750000 Penalty: 3090.629883
	Iteration 21Q: 3 clusters Score -1194712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1194716.625000 Penalty: 3090.629883
	Iteration 22Q: 3 clusters Score -1194717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1194724.000000 Penalty: 3090.629883
	Iteration 23Q: 3 clusters Score -1194724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1194730.250000 Penalty: 3090.629883
	Iteration 24Q: 3 clusters Score -1194730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1194737.875000 Penalty: 3090.629883
	Iteration 25Q: 3 clusters Score -1194738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1194743.250000 Penalty: 3090.629883
	Iteration 26Q: 3 clusters Score -1194743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1194750.500000 Penalty: 3090.629883
	Iteration 27Q: 3 clusters Score -1194750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1194756.875000 Penalty: 3090.629883
	Iteration 28Q: 3 clusters Score -1194757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1194757.875000 Penalty: 3090.629883
	Iteration 29Q: 3 clusters Score -1194758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1194763.000000 Penalty: 3090.629883
	Iteration 30Q: 3 clusters Score -1194763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1194768.000000 Penalty: 3090.629883
	Iteration 31Q: 3 clusters Score -1194768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1194773.875000 Penalty: 3090.629883
	Iteration 32Q: 3 clusters Score -1194774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1194774.125000 Penalty: 3090.629883
	Iteration 33Q: 3 clusters Score -1194774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1194773.625000 Penalty: 3090.629883
	Iteration 34Q: 3 clusters Score -1194774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1194773.625000 Penalty: 3090.629883
	Iteration 35F: 3 clusters Score -1194774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (142272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Entering Unmasked Estep 
Score: -12310921.000000 Penalty: 1928.143066
	Iteration 0F: 2 clusters Score -1.231092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -12215160.000000 Penalty: 3856.286133
	Iteration 0F: 3 clusters Score -1.221516e+07 nChanged 68787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -12255811.000000 Penalty: 3856.286133
	Iteration 1F: 3 clusters Score -1.225581e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -12256926.000000 Penalty: 3856.286133
	Iteration 2Q: 3 clusters Score -1.225693e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -12258359.000000 Penalty: 3856.286133
	Iteration 3Q: 3 clusters Score -1.225836e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -12260222.000000 Penalty: 3856.286133
	Iteration 4Q: 3 clusters Score -1.226022e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -12262943.000000 Penalty: 3856.286133
	Iteration 5Q: 3 clusters Score -1.226294e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -12267134.000000 Penalty: 3856.286133
	Iteration 6F: 3 clusters Score -1.226713e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -12273014.000000 Penalty: 3856.286133
	Iteration 7F: 3 clusters Score -1.227301e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -12280310.000000 Penalty: 3856.286133
	Iteration 8F: 3 clusters Score -1.228031e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 115552 members 
Entering Unmasked Estep 
Score: -12287727.000000 Penalty: 3856.286133
	Iteration 9F: 3 clusters Score -1.228773e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -12293995.000000 Penalty: 3856.286133
	Iteration 10F: 3 clusters Score -1.2294e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 128685 members 
Entering Unmasked Estep 
Score: -12298575.000000 Penalty: 3856.286133
	Iteration 11Q: 3 clusters Score -1.229858e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -12302162.000000 Penalty: 3856.286133
	Iteration 12Q: 3 clusters Score -1.230216e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -12304717.000000 Penalty: 3856.286133
	Iteration 13Q: 3 clusters Score -1.230472e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 138845 members 
Entering Unmasked Estep 
Score: -12306644.000000 Penalty: 3856.286133
	Iteration 14Q: 3 clusters Score -1.230664e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 140340 members 
Entering Unmasked Estep 
Score: -12307895.000000 Penalty: 3856.286133
	Iteration 15Q: 3 clusters Score -1.23079e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 141171 members 
Entering Unmasked Estep 
Score: -12308516.000000 Penalty: 3856.286133
	Iteration 16Q: 3 clusters Score -1.230852e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 141579 members 
Entering Unmasked Estep 
Score: -12308846.000000 Penalty: 3856.286133
	Iteration 17Q: 3 clusters Score -1.230885e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 141781 members 
Entering Unmasked Estep 
Score: -12309032.000000 Penalty: 3856.286133
	Iteration 18Q: 3 clusters Score -1.230903e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -12309091.000000 Penalty: 3856.286133
	Iteration 19Q: 3 clusters Score -1.230909e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 141919 members 
Entering Unmasked Estep 
Score: -12309111.000000 Penalty: 3856.286133
	Iteration 20F: 3 clusters Score -1.230911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 141953 members 
Entering Unmasked Estep 
Score: -12309158.000000 Penalty: 3856.286133
	Iteration 21Q: 3 clusters Score -1.230916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 141976 members 
Entering Unmasked Estep 
Score: -12309203.000000 Penalty: 3856.286133
	Iteration 22Q: 3 clusters Score -1.23092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 141987 members 
Entering Unmasked Estep 
Score: -12309222.000000 Penalty: 3856.286133
	Iteration 23Q: 3 clusters Score -1.230922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -12309230.000000 Penalty: 3856.286133
	Iteration 24Q: 3 clusters Score -1.230923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -12309238.000000 Penalty: 3856.286133
	Iteration 25Q: 3 clusters Score -1.230924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -12309243.000000 Penalty: 3856.286133
	Iteration 26Q: 3 clusters Score -1.230924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -12309253.000000 Penalty: 3856.286133
	Iteration 27Q: 3 clusters Score -1.230925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -12309258.000000 Penalty: 3856.286133
	Iteration 28Q: 3 clusters Score -1.230926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 141993 members 
Entering Unmasked Estep 
Score: -12309254.000000 Penalty: 3856.286133
	Iteration 29Q: 3 clusters Score -1.230925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 141992 members 
Entering Unmasked Estep 
Score: -12309265.000000 Penalty: 3856.286133
	Iteration 30Q: 3 clusters Score -1.230926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -12309259.000000 Penalty: 3856.286133
	Iteration 31Q: 3 clusters Score -1.230926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -12309259.000000 Penalty: 3856.286133
	Iteration 32F: 3 clusters Score -1.230926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Entering Unmasked Estep 
Score: -678088.812500 Penalty: 1451.591797
	Iteration 0F: 2 clusters Score -678088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -672497.625000 Penalty: 2903.183594
	Iteration 0F: 3 clusters Score -672497.6 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -674141.312500 Penalty: 2903.183594
	Iteration 1F: 3 clusters Score -674141.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -674394.812500 Penalty: 2903.183594
	Iteration 2F: 3 clusters Score -674394.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -674621.812500 Penalty: 2903.183594
	Iteration 3F: 3 clusters Score -674621.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -674837.250000 Penalty: 2903.183594
	Iteration 4F: 3 clusters Score -674837.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -675040.375000 Penalty: 2903.183594
	Iteration 5Q: 3 clusters Score -675040.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -675252.687500 Penalty: 2903.183594
	Iteration 6Q: 3 clusters Score -675252.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -675499.000000 Penalty: 2903.183594
	Iteration 7Q: 3 clusters Score -675499 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -675765.437500 Penalty: 2903.183594
	Iteration 8Q: 3 clusters Score -675765.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -676037.187500 Penalty: 2903.183594
	Iteration 9Q: 3 clusters Score -676037.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -676262.312500 Penalty: 2903.183594
	Iteration 10Q: 3 clusters Score -676262.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -676440.687500 Penalty: 2903.183594
	Iteration 11Q: 3 clusters Score -676440.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -676552.000000 Penalty: 2903.183594
	Iteration 12Q: 3 clusters Score -676552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -676630.750000 Penalty: 2903.183594
	Iteration 13Q: 3 clusters Score -676630.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -676688.687500 Penalty: 2903.183594
	Iteration 14Q: 3 clusters Score -676688.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -676738.375000 Penalty: 2903.183594
	Iteration 15Q: 3 clusters Score -676738.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -676782.750000 Penalty: 2903.183594
	Iteration 16Q: 3 clusters Score -676782.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -676811.437500 Penalty: 2903.183594
	Iteration 17Q: 3 clusters Score -676811.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -676843.187500 Penalty: 2903.183594
	Iteration 18Q: 3 clusters Score -676843.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -676864.187500 Penalty: 2903.183594
	Iteration 19Q: 3 clusters Score -676864.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -676883.187500 Penalty: 2903.183594
	Iteration 20F: 3 clusters Score -676883.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -676893.250000 Penalty: 2903.183594
	Iteration 21Q: 3 clusters Score -676893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -676897.687500 Penalty: 2903.183594
	Iteration 22Q: 3 clusters Score -676897.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -676903.937500 Penalty: 2903.183594
	Iteration 23Q: 3 clusters Score -676903.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -676911.812500 Penalty: 2903.183594
	Iteration 24Q: 3 clusters Score -676911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -676918.062500 Penalty: 2903.183594
	Iteration 25Q: 3 clusters Score -676918.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -676922.437500 Penalty: 2903.183594
	Iteration 26Q: 3 clusters Score -676922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -676928.500000 Penalty: 2903.183594
	Iteration 27Q: 3 clusters Score -676928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -676933.000000 Penalty: 2903.183594
	Iteration 28Q: 3 clusters Score -676933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -676935.250000 Penalty: 2903.183594
	Iteration 29Q: 3 clusters Score -676935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -676935.187500 Penalty: 2903.183594
	Iteration 30Q: 3 clusters Score -676935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -676937.500000 Penalty: 2903.183594
	Iteration 31Q: 3 clusters Score -676937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -676935.750000 Penalty: 2903.183594
	Iteration 32Q: 3 clusters Score -676935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -676936.750000 Penalty: 2903.183594
	Iteration 33Q: 3 clusters Score -676936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -676938.625000 Penalty: 2903.183594
	Iteration 34Q: 3 clusters Score -676938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -676939.687500 Penalty: 2903.183594
	Iteration 35Q: 3 clusters Score -676939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -676941.875000 Penalty: 2903.183594
	Iteration 36Q: 3 clusters Score -676941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -676944.062500 Penalty: 2903.183594
	Iteration 37Q: 3 clusters Score -676944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -676945.812500 Penalty: 2903.183594
	Iteration 38Q: 3 clusters Score -676945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -676946.000000 Penalty: 2903.183594
	Iteration 39Q: 3 clusters Score -676946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -676946.750000 Penalty: 2903.183594
	Iteration 40F: 3 clusters Score -676946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -676947.812500 Penalty: 2903.183594
	Iteration 41Q: 3 clusters Score -676947.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -676947.812500 Penalty: 2903.183594
	Iteration 42F: 3 clusters Score -676947.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -358768.187500 Penalty: 1345.120728
	Iteration 0F: 2 clusters Score -358768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -355389.093750 Penalty: 2690.241455
	Iteration 0F: 3 clusters Score -355389.1 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -356205.187500 Penalty: 2690.241455
	Iteration 1F: 3 clusters Score -356205.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -356368.718750 Penalty: 2690.241455
	Iteration 2F: 3 clusters Score -356368.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -356455.375000 Penalty: 2690.241455
	Iteration 3Q: 3 clusters Score -356455.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -356520.875000 Penalty: 2690.241455
	Iteration 4Q: 3 clusters Score -356520.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -356572.031250 Penalty: 2690.241455
	Iteration 5Q: 3 clusters Score -356572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -356607.562500 Penalty: 2690.241455
	Iteration 6Q: 3 clusters Score -356607.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -356635.437500 Penalty: 2690.241455
	Iteration 7Q: 3 clusters Score -356635.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -356666.125000 Penalty: 2690.241455
	Iteration 8Q: 3 clusters Score -356666.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -356699.937500 Penalty: 2690.241455
	Iteration 9Q: 3 clusters Score -356699.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -356729.593750 Penalty: 2690.241455
	Iteration 10Q: 3 clusters Score -356729.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -356760.062500 Penalty: 2690.241455
	Iteration 11Q: 3 clusters Score -356760.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -356796.000000 Penalty: 2690.241455
	Iteration 12Q: 3 clusters Score -356796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -356836.093750 Penalty: 2690.241455
	Iteration 13Q: 3 clusters Score -356836.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -356874.968750 Penalty: 2690.241455
	Iteration 14Q: 3 clusters Score -356875 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -356919.750000 Penalty: 2690.241455
	Iteration 15Q: 3 clusters Score -356919.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -356978.125000 Penalty: 2690.241455
	Iteration 16Q: 3 clusters Score -356978.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -357035.093750 Penalty: 2690.241455
	Iteration 17Q: 3 clusters Score -357035.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -357097.031250 Penalty: 2690.241455
	Iteration 18Q: 3 clusters Score -357097 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -357179.875000 Penalty: 2690.241455
	Iteration 19Q: 3 clusters Score -357179.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -357278.968750 Penalty: 2690.241455
	Iteration 20F: 3 clusters Score -357279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -357365.937500 Penalty: 2690.241455
	Iteration 21Q: 3 clusters Score -357365.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -357434.000000 Penalty: 2690.241455
	Iteration 22Q: 3 clusters Score -357434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -357482.343750 Penalty: 2690.241455
	Iteration 23Q: 3 clusters Score -357482.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -357524.125000 Penalty: 2690.241455
	Iteration 24Q: 3 clusters Score -357524.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -357564.843750 Penalty: 2690.241455
	Iteration 25Q: 3 clusters Score -357564.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -357587.875000 Penalty: 2690.241455
	Iteration 26Q: 3 clusters Score -357587.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -357609.406250 Penalty: 2690.241455
	Iteration 27Q: 3 clusters Score -357609.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -357624.656250 Penalty: 2690.241455
	Iteration 28Q: 3 clusters Score -357624.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -357634.000000 Penalty: 2690.241455
	Iteration 29Q: 3 clusters Score -357634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -357639.812500 Penalty: 2690.241455
	Iteration 30Q: 3 clusters Score -357639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -357643.718750 Penalty: 2690.241455
	Iteration 31Q: 3 clusters Score -357643.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -357645.750000 Penalty: 2690.241455
	Iteration 32Q: 3 clusters Score -357645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -357646.250000 Penalty: 2690.241455
	Iteration 33Q: 3 clusters Score -357646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -357646.250000 Penalty: 2690.241455
	Iteration 34F: 3 clusters Score -357646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (285284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285284 members 
Entering Unmasked Estep 
Score: -25555210.000000 Penalty: 2041.201538
	Iteration 0F: 2 clusters Score -2.555521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142484 members 
Mstep: Class 2 contains 142800 members 
Entering Unmasked Estep 
Score: -25373822.000000 Penalty: 4082.403076
	Iteration 0F: 3 clusters Score -2.537382e+07 nChanged 138793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138495 members 
Mstep: Class 2 contains 146789 members 
Entering Unmasked Estep 
Score: -25456468.000000 Penalty: 4082.403076
	Iteration 1F: 3 clusters Score -2.545647e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135942 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -25458430.000000 Penalty: 4082.403076
	Iteration 2Q: 3 clusters Score -2.545843e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -25460730.000000 Penalty: 4082.403076
	Iteration 3Q: 3 clusters Score -2.546073e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125443 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -25464628.000000 Penalty: 4082.403076
	Iteration 4Q: 3 clusters Score -2.546463e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115991 members 
Mstep: Class 2 contains 169293 members 
Entering Unmasked Estep 
Score: -25470636.000000 Penalty: 4082.403076
	Iteration 5Q: 3 clusters Score -2.547064e+07 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 181659 members 
Entering Unmasked Estep 
Score: -25480656.000000 Penalty: 4082.403076
	Iteration 6F: 3 clusters Score -2.548066e+07 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90127 members 
Mstep: Class 2 contains 195157 members 
Entering Unmasked Estep 
Score: -25494224.000000 Penalty: 4082.403076
	Iteration 7F: 3 clusters Score -2.549422e+07 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 206038 members 
Entering Unmasked Estep 
Score: -25507894.000000 Penalty: 4082.403076
	Iteration 8F: 3 clusters Score -2.550789e+07 nChanged 15732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 212054 members 
Entering Unmasked Estep 
Score: -25517114.000000 Penalty: 4082.403076
	Iteration 9F: 3 clusters Score -2.551711e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 214825 members 
Entering Unmasked Estep 
Score: -25520958.000000 Penalty: 4082.403076
	Iteration 10Q: 3 clusters Score -2.552096e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 216597 members 
Entering Unmasked Estep 
Score: -25522528.000000 Penalty: 4082.403076
	Iteration 11Q: 3 clusters Score -2.552253e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 218100 members 
Entering Unmasked Estep 
Score: -25523362.000000 Penalty: 4082.403076
	Iteration 12Q: 3 clusters Score -2.552336e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 219421 members 
Entering Unmasked Estep 
Score: -25523940.000000 Penalty: 4082.403076
	Iteration 13Q: 3 clusters Score -2.552394e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 220795 members 
Entering Unmasked Estep 
Score: -25524810.000000 Penalty: 4082.403076
	Iteration 14Q: 3 clusters Score -2.552481e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 222106 members 
Entering Unmasked Estep 
Score: -25525486.000000 Penalty: 4082.403076
	Iteration 15Q: 3 clusters Score -2.552549e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 223445 members 
Entering Unmasked Estep 
Score: -25526388.000000 Penalty: 4082.403076
	Iteration 16Q: 3 clusters Score -2.552639e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 224753 members 
Entering Unmasked Estep 
Score: -25527200.000000 Penalty: 4082.403076
	Iteration 17Q: 3 clusters Score -2.55272e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -25528400.000000 Penalty: 4082.403076
	Iteration 18Q: 3 clusters Score -2.55284e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 227260 members 
Entering Unmasked Estep 
Score: -25529564.000000 Penalty: 4082.403076
	Iteration 19Q: 3 clusters Score -2.552956e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 228546 members 
Entering Unmasked Estep 
Score: -25531064.000000 Penalty: 4082.403076
	Iteration 20F: 3 clusters Score -2.553106e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 229791 members 
Entering Unmasked Estep 
Score: -25532920.000000 Penalty: 4082.403076
	Iteration 21Q: 3 clusters Score -2.553292e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 230961 members 
Entering Unmasked Estep 
Score: -25535010.000000 Penalty: 4082.403076
	Iteration 22Q: 3 clusters Score -2.553501e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 232022 members 
Entering Unmasked Estep 
Score: -25536996.000000 Penalty: 4082.403076
	Iteration 23Q: 3 clusters Score -2.5537e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 232986 members 
Entering Unmasked Estep 
Score: -25538958.000000 Penalty: 4082.403076
	Iteration 24Q: 3 clusters Score -2.553896e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 233801 members 
Entering Unmasked Estep 
Score: -25540652.000000 Penalty: 4082.403076
	Iteration 25Q: 3 clusters Score -2.554065e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 234387 members 
Entering Unmasked Estep 
Score: -25542202.000000 Penalty: 4082.403076
	Iteration 26Q: 3 clusters Score -2.55422e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 234873 members 
Entering Unmasked Estep 
Score: -25543328.000000 Penalty: 4082.403076
	Iteration 27Q: 3 clusters Score -2.554333e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 235150 members 
Entering Unmasked Estep 
Score: -25544198.000000 Penalty: 4082.403076
	Iteration 28Q: 3 clusters Score -2.55442e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 235349 members 
Entering Unmasked Estep 
Score: -25545016.000000 Penalty: 4082.403076
	Iteration 29Q: 3 clusters Score -2.554502e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 235513 members 
Entering Unmasked Estep 
Score: -25545388.000000 Penalty: 4082.403076
	Iteration 30Q: 3 clusters Score -2.554539e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 235652 members 
Entering Unmasked Estep 
Score: -25545840.000000 Penalty: 4082.403076
	Iteration 31Q: 3 clusters Score -2.554584e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 235716 members 
Entering Unmasked Estep 
Score: -25546086.000000 Penalty: 4082.403076
	Iteration 32Q: 3 clusters Score -2.554609e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 235765 members 
Entering Unmasked Estep 
Score: -25546340.000000 Penalty: 4082.403076
	Iteration 33Q: 3 clusters Score -2.554634e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 235821 members 
Entering Unmasked Estep 
Score: -25546446.000000 Penalty: 4082.403076
	Iteration 34Q: 3 clusters Score -2.554645e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 235876 members 
Entering Unmasked Estep 
Score: -25546562.000000 Penalty: 4082.403076
	Iteration 35Q: 3 clusters Score -2.554656e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 235958 members 
Entering Unmasked Estep 
Score: -25546702.000000 Penalty: 4082.403076
	Iteration 36Q: 3 clusters Score -2.55467e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 236044 members 
Entering Unmasked Estep 
Score: -25546762.000000 Penalty: 4082.403076
	Iteration 37Q: 3 clusters Score -2.554676e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 236105 members 
Entering Unmasked Estep 
Score: -25546824.000000 Penalty: 4082.403076
	Iteration 38Q: 3 clusters Score -2.554682e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 236176 members 
Entering Unmasked Estep 
Score: -25546902.000000 Penalty: 4082.403076
	Iteration 39Q: 3 clusters Score -2.55469e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 236249 members 
Entering Unmasked Estep 
Score: -25546966.000000 Penalty: 4082.403076
	Iteration 40F: 3 clusters Score -2.554697e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 236247 members 
Entering Unmasked Estep 
Score: -25547026.000000 Penalty: 4082.403076
	Iteration 41Q: 3 clusters Score -2.554703e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 236260 members 
Entering Unmasked Estep 
Score: -25547076.000000 Penalty: 4082.403076
	Iteration 42Q: 3 clusters Score -2.554708e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 236252 members 
Entering Unmasked Estep 
Score: -25547116.000000 Penalty: 4082.403076
	Iteration 43Q: 3 clusters Score -2.554712e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 236268 members 
Entering Unmasked Estep 
Score: -25547106.000000 Penalty: 4082.403076
	Iteration 44Q: 3 clusters Score -2.554711e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 236310 members 
Entering Unmasked Estep 
Score: -25547114.000000 Penalty: 4082.403076
	Iteration 45Q: 3 clusters Score -2.554711e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 236357 members 
Entering Unmasked Estep 
Score: -25547118.000000 Penalty: 4082.403076
	Iteration 46Q: 3 clusters Score -2.554712e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 236418 members 
Entering Unmasked Estep 
Score: -25547140.000000 Penalty: 4082.403076
	Iteration 47Q: 3 clusters Score -2.554714e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 236475 members 
Entering Unmasked Estep 
Score: -25547146.000000 Penalty: 4082.403076
	Iteration 48Q: 3 clusters Score -2.554715e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 236540 members 
Entering Unmasked Estep 
Score: -25547200.000000 Penalty: 4082.403076
	Iteration 49Q: 3 clusters Score -2.55472e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 236599 members 
Entering Unmasked Estep 
Score: -25547200.000000 Penalty: 4082.403076
	Iteration 50Q: 3 clusters Score -2.55472e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 236657 members 
Entering Unmasked Estep 
Score: -25547182.000000 Penalty: 4082.403076
	Iteration 51Q: 3 clusters Score -2.554718e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 236718 members 
Entering Unmasked Estep 
Score: -25547202.000000 Penalty: 4082.403076
	Iteration 52Q: 3 clusters Score -2.55472e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 236787 members 
Entering Unmasked Estep 
Score: -25547198.000000 Penalty: 4082.403076
	Iteration 53Q: 3 clusters Score -2.55472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 236855 members 
Entering Unmasked Estep 
Score: -25547208.000000 Penalty: 4082.403076
	Iteration 54Q: 3 clusters Score -2.554721e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 236922 members 
Entering Unmasked Estep 
Score: -25547230.000000 Penalty: 4082.403076
	Iteration 55Q: 3 clusters Score -2.554723e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 236989 members 
Entering Unmasked Estep 
Score: -25547224.000000 Penalty: 4082.403076
	Iteration 56Q: 3 clusters Score -2.554722e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 237066 members 
Entering Unmasked Estep 
Score: -25547260.000000 Penalty: 4082.403076
	Iteration 57Q: 3 clusters Score -2.554726e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 237149 members 
Entering Unmasked Estep 
Score: -25547266.000000 Penalty: 4082.403076
	Iteration 58Q: 3 clusters Score -2.554727e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 237219 members 
Entering Unmasked Estep 
Score: -25547278.000000 Penalty: 4082.403076
	Iteration 59Q: 3 clusters Score -2.554728e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 237304 members 
Entering Unmasked Estep 
Score: -25547258.000000 Penalty: 4082.403076
	Iteration 60F: 3 clusters Score -2.554726e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 237399 members 
Entering Unmasked Estep 
Score: -25547262.000000 Penalty: 4082.403076
	Iteration 61Q: 3 clusters Score -2.554726e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 237483 members 
Entering Unmasked Estep 
Score: -25547324.000000 Penalty: 4082.403076
	Iteration 62Q: 3 clusters Score -2.554732e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 237586 members 
Entering Unmasked Estep 
Score: -25547304.000000 Penalty: 4082.403076
	Iteration 63Q: 3 clusters Score -2.55473e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 237716 members 
Entering Unmasked Estep 
Score: -25547272.000000 Penalty: 4082.403076
	Iteration 64Q: 3 clusters Score -2.554727e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 237841 members 
Entering Unmasked Estep 
Score: -25547322.000000 Penalty: 4082.403076
	Iteration 65Q: 3 clusters Score -2.554732e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 237944 members 
Entering Unmasked Estep 
Score: -25547324.000000 Penalty: 4082.403076
	Iteration 66Q: 3 clusters Score -2.554732e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 238048 members 
Entering Unmasked Estep 
Score: -25547288.000000 Penalty: 4082.403076
	Iteration 67Q: 3 clusters Score -2.554729e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 238155 members 
Entering Unmasked Estep 
Score: -25547286.000000 Penalty: 4082.403076
	Iteration 68Q: 3 clusters Score -2.554729e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 238248 members 
Entering Unmasked Estep 
Score: -25547304.000000 Penalty: 4082.403076
	Iteration 69Q: 3 clusters Score -2.55473e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 238328 members 
Entering Unmasked Estep 
Score: -25547268.000000 Penalty: 4082.403076
	Iteration 70Q: 3 clusters Score -2.554727e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 238417 members 
Entering Unmasked Estep 
Score: -25547258.000000 Penalty: 4082.403076
	Iteration 71Q: 3 clusters Score -2.554726e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 238513 members 
Entering Unmasked Estep 
Score: -25547256.000000 Penalty: 4082.403076
	Iteration 72Q: 3 clusters Score -2.554726e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 238611 members 
Entering Unmasked Estep 
Score: -25547246.000000 Penalty: 4082.403076
	Iteration 73Q: 3 clusters Score -2.554725e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 238716 members 
Entering Unmasked Estep 
Score: -25547222.000000 Penalty: 4082.403076
	Iteration 74Q: 3 clusters Score -2.554722e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 238818 members 
Entering Unmasked Estep 
Score: -25547262.000000 Penalty: 4082.403076
	Iteration 75Q: 3 clusters Score -2.554726e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 238909 members 
Entering Unmasked Estep 
Score: -25547252.000000 Penalty: 4082.403076
	Iteration 76Q: 3 clusters Score -2.554725e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 239009 members 
Entering Unmasked Estep 
Score: -25547256.000000 Penalty: 4082.403076
	Iteration 77Q: 3 clusters Score -2.554726e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 239104 members 
Entering Unmasked Estep 
Score: -25547270.000000 Penalty: 4082.403076
	Iteration 78Q: 3 clusters Score -2.554727e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 239199 members 
Entering Unmasked Estep 
Score: -25547282.000000 Penalty: 4082.403076
	Iteration 79Q: 3 clusters Score -2.554728e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 239291 members 
Entering Unmasked Estep 
Score: -25547266.000000 Penalty: 4082.403076
	Iteration 80F: 3 clusters Score -2.554727e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 239396 members 
Entering Unmasked Estep 
Score: -25547294.000000 Penalty: 4082.403076
	Iteration 81Q: 3 clusters Score -2.554729e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 239478 members 
Entering Unmasked Estep 
Score: -25547280.000000 Penalty: 4082.403076
	Iteration 82Q: 3 clusters Score -2.554728e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 239561 members 
Entering Unmasked Estep 
Score: -25547300.000000 Penalty: 4082.403076
	Iteration 83Q: 3 clusters Score -2.55473e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 239656 members 
Entering Unmasked Estep 
Score: -25547340.000000 Penalty: 4082.403076
	Iteration 84Q: 3 clusters Score -2.554734e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 239746 members 
Entering Unmasked Estep 
Score: -25547360.000000 Penalty: 4082.403076
	Iteration 85Q: 3 clusters Score -2.554736e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 239836 members 
Entering Unmasked Estep 
Score: -25547388.000000 Penalty: 4082.403076
	Iteration 86Q: 3 clusters Score -2.554739e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 239932 members 
Entering Unmasked Estep 
Score: -25547358.000000 Penalty: 4082.403076
	Iteration 87Q: 3 clusters Score -2.554736e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 240039 members 
Entering Unmasked Estep 
Score: -25547356.000000 Penalty: 4082.403076
	Iteration 88Q: 3 clusters Score -2.554736e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 240128 members 
Entering Unmasked Estep 
Score: -25547354.000000 Penalty: 4082.403076
	Iteration 89Q: 3 clusters Score -2.554735e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 240208 members 
Entering Unmasked Estep 
Score: -25547356.000000 Penalty: 4082.403076
	Iteration 90Q: 3 clusters Score -2.554736e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 240284 members 
Entering Unmasked Estep 
Score: -25547348.000000 Penalty: 4082.403076
	Iteration 91Q: 3 clusters Score -2.554735e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 240354 members 
Entering Unmasked Estep 
Score: -25547356.000000 Penalty: 4082.403076
	Iteration 92Q: 3 clusters Score -2.554736e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 240422 members 
Entering Unmasked Estep 
Score: -25547372.000000 Penalty: 4082.403076
	Iteration 93Q: 3 clusters Score -2.554737e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 240491 members 
Entering Unmasked Estep 
Score: -25547354.000000 Penalty: 4082.403076
	Iteration 94Q: 3 clusters Score -2.554735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 240548 members 
Entering Unmasked Estep 
Score: -25547350.000000 Penalty: 4082.403076
	Iteration 95Q: 3 clusters Score -2.554735e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 240620 members 
Entering Unmasked Estep 
Score: -25547350.000000 Penalty: 4082.403076
	Iteration 96Q: 3 clusters Score -2.554735e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 240683 members 
Entering Unmasked Estep 
Score: -25547346.000000 Penalty: 4082.403076
	Iteration 97Q: 3 clusters Score -2.554735e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 240742 members 
Entering Unmasked Estep 
Score: -25547350.000000 Penalty: 4082.403076
	Iteration 98Q: 3 clusters Score -2.554735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 240794 members 
Entering Unmasked Estep 
Score: -25547362.000000 Penalty: 4082.403076
	Iteration 99Q: 3 clusters Score -2.554736e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 240839 members 
Entering Unmasked Estep 
Score: -25547372.000000 Penalty: 4082.403076
	Iteration 100F: 3 clusters Score -2.554737e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 240887 members 
Entering Unmasked Estep 
Score: -25547394.000000 Penalty: 4082.403076
	Iteration 101Q: 3 clusters Score -2.554739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 240934 members 
Entering Unmasked Estep 
Score: -25547370.000000 Penalty: 4082.403076
	Iteration 102Q: 3 clusters Score -2.554737e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 240985 members 
Entering Unmasked Estep 
Score: -25547386.000000 Penalty: 4082.403076
	Iteration 103Q: 3 clusters Score -2.554739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 241018 members 
Entering Unmasked Estep 
Score: -25547380.000000 Penalty: 4082.403076
	Iteration 104Q: 3 clusters Score -2.554738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 241055 members 
Entering Unmasked Estep 
Score: -25547372.000000 Penalty: 4082.403076
	Iteration 105Q: 3 clusters Score -2.554737e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 241092 members 
Entering Unmasked Estep 
Score: -25547376.000000 Penalty: 4082.403076
	Iteration 106Q: 3 clusters Score -2.554738e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 241126 members 
Entering Unmasked Estep 
Score: -25547384.000000 Penalty: 4082.403076
	Iteration 107Q: 3 clusters Score -2.554738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 241156 members 
Entering Unmasked Estep 
Score: -25547378.000000 Penalty: 4082.403076
	Iteration 108Q: 3 clusters Score -2.554738e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 241187 members 
Entering Unmasked Estep 
Score: -25547358.000000 Penalty: 4082.403076
	Iteration 109Q: 3 clusters Score -2.554736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 241223 members 
Entering Unmasked Estep 
Score: -25547360.000000 Penalty: 4082.403076
	Iteration 110Q: 3 clusters Score -2.554736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 241251 members 
Entering Unmasked Estep 
Score: -25547350.000000 Penalty: 4082.403076
	Iteration 111Q: 3 clusters Score -2.554735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 241289 members 
Entering Unmasked Estep 
Score: -25547342.000000 Penalty: 4082.403076
	Iteration 112Q: 3 clusters Score -2.554734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 241324 members 
Entering Unmasked Estep 
Score: -25547318.000000 Penalty: 4082.403076
	Iteration 113Q: 3 clusters Score -2.554732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 241359 members 
Entering Unmasked Estep 
Score: -25547340.000000 Penalty: 4082.403076
	Iteration 114Q: 3 clusters Score -2.554734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 241394 members 
Entering Unmasked Estep 
Score: -25547342.000000 Penalty: 4082.403076
	Iteration 115Q: 3 clusters Score -2.554734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 241424 members 
Entering Unmasked Estep 
Score: -25547306.000000 Penalty: 4082.403076
	Iteration 116Q: 3 clusters Score -2.554731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 241447 members 
Entering Unmasked Estep 
Score: -25547308.000000 Penalty: 4082.403076
	Iteration 117Q: 3 clusters Score -2.554731e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 241481 members 
Entering Unmasked Estep 
Score: -25547304.000000 Penalty: 4082.403076
	Iteration 118Q: 3 clusters Score -2.55473e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 241520 members 
Entering Unmasked Estep 
Score: -25547318.000000 Penalty: 4082.403076
	Iteration 119Q: 3 clusters Score -2.554732e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 241579 members 
Entering Unmasked Estep 
Score: -25547314.000000 Penalty: 4082.403076
	Iteration 120F: 3 clusters Score -2.554731e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 241632 members 
Entering Unmasked Estep 
Score: -25547302.000000 Penalty: 4082.403076
	Iteration 121Q: 3 clusters Score -2.55473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 241683 members 
Entering Unmasked Estep 
Score: -25547298.000000 Penalty: 4082.403076
	Iteration 122Q: 3 clusters Score -2.55473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 241734 members 
Entering Unmasked Estep 
Score: -25547276.000000 Penalty: 4082.403076
	Iteration 123Q: 3 clusters Score -2.554728e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 241782 members 
Entering Unmasked Estep 
Score: -25547288.000000 Penalty: 4082.403076
	Iteration 124Q: 3 clusters Score -2.554729e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 241821 members 
Entering Unmasked Estep 
Score: -25547266.000000 Penalty: 4082.403076
	Iteration 125Q: 3 clusters Score -2.554727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 241856 members 
Entering Unmasked Estep 
Score: -25547254.000000 Penalty: 4082.403076
	Iteration 126Q: 3 clusters Score -2.554725e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 241895 members 
Entering Unmasked Estep 
Score: -25547256.000000 Penalty: 4082.403076
	Iteration 127Q: 3 clusters Score -2.554726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 241932 members 
Entering Unmasked Estep 
Score: -25547256.000000 Penalty: 4082.403076
	Iteration 128Q: 3 clusters Score -2.554726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 241978 members 
Entering Unmasked Estep 
Score: -25547254.000000 Penalty: 4082.403076
	Iteration 129Q: 3 clusters Score -2.554725e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 242027 members 
Entering Unmasked Estep 
Score: -25547254.000000 Penalty: 4082.403076
	Iteration 130Q: 3 clusters Score -2.554725e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 242076 members 
Entering Unmasked Estep 
Score: -25547222.000000 Penalty: 4082.403076
	Iteration 131Q: 3 clusters Score -2.554722e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 242118 members 
Entering Unmasked Estep 
Score: -25547230.000000 Penalty: 4082.403076
	Iteration 132Q: 3 clusters Score -2.554723e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 242159 members 
Entering Unmasked Estep 
Score: -25547226.000000 Penalty: 4082.403076
	Iteration 133Q: 3 clusters Score -2.554723e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 242202 members 
Entering Unmasked Estep 
Score: -25547230.000000 Penalty: 4082.403076
	Iteration 134Q: 3 clusters Score -2.554723e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 242235 members 
Entering Unmasked Estep 
Score: -25547246.000000 Penalty: 4082.403076
	Iteration 135Q: 3 clusters Score -2.554725e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 242288 members 
Entering Unmasked Estep 
Score: -25547258.000000 Penalty: 4082.403076
	Iteration 136Q: 3 clusters Score -2.554726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 242343 members 
Entering Unmasked Estep 
Score: -25547270.000000 Penalty: 4082.403076
	Iteration 137Q: 3 clusters Score -2.554727e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 242405 members 
Entering Unmasked Estep 
Score: -25547254.000000 Penalty: 4082.403076
	Iteration 138Q: 3 clusters Score -2.554725e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 242463 members 
Entering Unmasked Estep 
Score: -25547278.000000 Penalty: 4082.403076
	Iteration 139Q: 3 clusters Score -2.554728e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 242517 members 
Entering Unmasked Estep 
Score: -25547232.000000 Penalty: 4082.403076
	Iteration 140F: 3 clusters Score -2.554723e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 242567 members 
Entering Unmasked Estep 
Score: -25547234.000000 Penalty: 4082.403076
	Iteration 141Q: 3 clusters Score -2.554723e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 242616 members 
Entering Unmasked Estep 
Score: -25547238.000000 Penalty: 4082.403076
	Iteration 142Q: 3 clusters Score -2.554724e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 242666 members 
Entering Unmasked Estep 
Score: -25547220.000000 Penalty: 4082.403076
	Iteration 143Q: 3 clusters Score -2.554722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 242722 members 
Entering Unmasked Estep 
Score: -25547248.000000 Penalty: 4082.403076
	Iteration 144Q: 3 clusters Score -2.554725e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 242769 members 
Entering Unmasked Estep 
Score: -25547232.000000 Penalty: 4082.403076
	Iteration 145Q: 3 clusters Score -2.554723e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 242829 members 
Entering Unmasked Estep 
Score: -25547270.000000 Penalty: 4082.403076
	Iteration 146Q: 3 clusters Score -2.554727e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 242900 members 
Entering Unmasked Estep 
Score: -25547258.000000 Penalty: 4082.403076
	Iteration 147Q: 3 clusters Score -2.554726e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 242969 members 
Entering Unmasked Estep 
Score: -25547272.000000 Penalty: 4082.403076
	Iteration 148Q: 3 clusters Score -2.554727e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 243035 members 
Entering Unmasked Estep 
Score: -25547270.000000 Penalty: 4082.403076
	Iteration 149Q: 3 clusters Score -2.554727e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 243093 members 
Entering Unmasked Estep 
Score: -25547240.000000 Penalty: 4082.403076
	Iteration 150Q: 3 clusters Score -2.554724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 243145 members 
Entering Unmasked Estep 
Score: -25547210.000000 Penalty: 4082.403076
	Iteration 151Q: 3 clusters Score -2.554721e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 243199 members 
Entering Unmasked Estep 
Score: -25547202.000000 Penalty: 4082.403076
	Iteration 152Q: 3 clusters Score -2.55472e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 243254 members 
Entering Unmasked Estep 
Score: -25547228.000000 Penalty: 4082.403076
	Iteration 153Q: 3 clusters Score -2.554723e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 243313 members 
Entering Unmasked Estep 
Score: -25547224.000000 Penalty: 4082.403076
	Iteration 154Q: 3 clusters Score -2.554722e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 243367 members 
Entering Unmasked Estep 
Score: -25547244.000000 Penalty: 4082.403076
	Iteration 155Q: 3 clusters Score -2.554724e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -25547232.000000 Penalty: 4082.403076
	Iteration 156Q: 3 clusters Score -2.554723e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 243483 members 
Entering Unmasked Estep 
Score: -25547226.000000 Penalty: 4082.403076
	Iteration 157Q: 3 clusters Score -2.554723e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 243554 members 
Entering Unmasked Estep 
Score: -25547204.000000 Penalty: 4082.403076
	Iteration 158Q: 3 clusters Score -2.55472e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 243635 members 
Entering Unmasked Estep 
Score: -25547216.000000 Penalty: 4082.403076
	Iteration 159Q: 3 clusters Score -2.554722e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 243702 members 
Entering Unmasked Estep 
Score: -25547228.000000 Penalty: 4082.403076
	Iteration 160F: 3 clusters Score -2.554723e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 243773 members 
Entering Unmasked Estep 
Score: -25547216.000000 Penalty: 4082.403076
	Iteration 161Q: 3 clusters Score -2.554722e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 243855 members 
Entering Unmasked Estep 
Score: -25547168.000000 Penalty: 4082.403076
	Iteration 162Q: 3 clusters Score -2.554717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 243949 members 
Entering Unmasked Estep 
Score: -25547152.000000 Penalty: 4082.403076
	Iteration 163Q: 3 clusters Score -2.554715e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 244048 members 
Entering Unmasked Estep 
Score: -25547168.000000 Penalty: 4082.403076
	Iteration 164Q: 3 clusters Score -2.554717e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 244144 members 
Entering Unmasked Estep 
Score: -25547134.000000 Penalty: 4082.403076
	Iteration 165Q: 3 clusters Score -2.554713e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 244242 members 
Entering Unmasked Estep 
Score: -25547144.000000 Penalty: 4082.403076
	Iteration 166Q: 3 clusters Score -2.554714e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 244344 members 
Entering Unmasked Estep 
Score: -25547164.000000 Penalty: 4082.403076
	Iteration 167Q: 3 clusters Score -2.554716e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 244462 members 
Entering Unmasked Estep 
Score: -25547144.000000 Penalty: 4082.403076
	Iteration 168Q: 3 clusters Score -2.554714e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 244581 members 
Entering Unmasked Estep 
Score: -25547120.000000 Penalty: 4082.403076
	Iteration 169Q: 3 clusters Score -2.554712e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 244691 members 
Entering Unmasked Estep 
Score: -25547130.000000 Penalty: 4082.403076
	Iteration 170Q: 3 clusters Score -2.554713e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 244796 members 
Entering Unmasked Estep 
Score: -25547162.000000 Penalty: 4082.403076
	Iteration 171Q: 3 clusters Score -2.554716e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 244908 members 
Entering Unmasked Estep 
Score: -25547168.000000 Penalty: 4082.403076
	Iteration 172Q: 3 clusters Score -2.554717e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 245043 members 
Entering Unmasked Estep 
Score: -25547166.000000 Penalty: 4082.403076
	Iteration 173Q: 3 clusters Score -2.554717e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 245175 members 
Entering Unmasked Estep 
Score: -25547198.000000 Penalty: 4082.403076
	Iteration 174Q: 3 clusters Score -2.55472e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 245320 members 
Entering Unmasked Estep 
Score: -25547242.000000 Penalty: 4082.403076
	Iteration 175Q: 3 clusters Score -2.554724e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 245464 members 
Entering Unmasked Estep 
Score: -25547216.000000 Penalty: 4082.403076
	Iteration 176Q: 3 clusters Score -2.554722e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 245614 members 
Entering Unmasked Estep 
Score: -25547250.000000 Penalty: 4082.403076
	Iteration 177Q: 3 clusters Score -2.554725e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 245755 members 
Entering Unmasked Estep 
Score: -25547262.000000 Penalty: 4082.403076
	Iteration 178Q: 3 clusters Score -2.554726e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 245893 members 
Entering Unmasked Estep 
Score: -25547282.000000 Penalty: 4082.403076
	Iteration 179Q: 3 clusters Score -2.554728e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 246046 members 
Entering Unmasked Estep 
Score: -25547304.000000 Penalty: 4082.403076
	Iteration 180F: 3 clusters Score -2.55473e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 246211 members 
Entering Unmasked Estep 
Score: -25547312.000000 Penalty: 4082.403076
	Iteration 181Q: 3 clusters Score -2.554731e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 246354 members 
Entering Unmasked Estep 
Score: -25547334.000000 Penalty: 4082.403076
	Iteration 182Q: 3 clusters Score -2.554733e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 246503 members 
Entering Unmasked Estep 
Score: -25547314.000000 Penalty: 4082.403076
	Iteration 183Q: 3 clusters Score -2.554731e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 246662 members 
Entering Unmasked Estep 
Score: -25547366.000000 Penalty: 4082.403076
	Iteration 184Q: 3 clusters Score -2.554737e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 246809 members 
Entering Unmasked Estep 
Score: -25547426.000000 Penalty: 4082.403076
	Iteration 185Q: 3 clusters Score -2.554743e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 246964 members 
Entering Unmasked Estep 
Score: -25547422.000000 Penalty: 4082.403076
	Iteration 186Q: 3 clusters Score -2.554742e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 247110 members 
Entering Unmasked Estep 
Score: -25547404.000000 Penalty: 4082.403076
	Iteration 187Q: 3 clusters Score -2.55474e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 247256 members 
Entering Unmasked Estep 
Score: -25547392.000000 Penalty: 4082.403076
	Iteration 188Q: 3 clusters Score -2.554739e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 247409 members 
Entering Unmasked Estep 
Score: -25547416.000000 Penalty: 4082.403076
	Iteration 189Q: 3 clusters Score -2.554742e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 247572 members 
Entering Unmasked Estep 
Score: -25547426.000000 Penalty: 4082.403076
	Iteration 190Q: 3 clusters Score -2.554743e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 247732 members 
Entering Unmasked Estep 
Score: -25547386.000000 Penalty: 4082.403076
	Iteration 191Q: 3 clusters Score -2.554739e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 247894 members 
Entering Unmasked Estep 
Score: -25547446.000000 Penalty: 4082.403076
	Iteration 192Q: 3 clusters Score -2.554745e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 248060 members 
Entering Unmasked Estep 
Score: -25547474.000000 Penalty: 4082.403076
	Iteration 193Q: 3 clusters Score -2.554747e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 248242 members 
Entering Unmasked Estep 
Score: -25547436.000000 Penalty: 4082.403076
	Iteration 194Q: 3 clusters Score -2.554744e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 248413 members 
Entering Unmasked Estep 
Score: -25547432.000000 Penalty: 4082.403076
	Iteration 195Q: 3 clusters Score -2.554743e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 248583 members 
Entering Unmasked Estep 
Score: -25547370.000000 Penalty: 4082.403076
	Iteration 196Q: 3 clusters Score -2.554737e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 248755 members 
Entering Unmasked Estep 
Score: -25547342.000000 Penalty: 4082.403076
	Iteration 197Q: 3 clusters Score -2.554734e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 248917 members 
Entering Unmasked Estep 
Score: -25547398.000000 Penalty: 4082.403076
	Iteration 198Q: 3 clusters Score -2.55474e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 249084 members 
Entering Unmasked Estep 
Score: -25547354.000000 Penalty: 4082.403076
	Iteration 199Q: 3 clusters Score -2.554735e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 249242 members 
Entering Unmasked Estep 
Score: -25547350.000000 Penalty: 4082.403076
	Iteration 200F: 3 clusters Score -2.554735e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 249420 members 
Entering Unmasked Estep 
Score: -25547378.000000 Penalty: 4082.403076
	Iteration 201Q: 3 clusters Score -2.554738e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 249581 members 
Entering Unmasked Estep 
Score: -25547342.000000 Penalty: 4082.403076
	Iteration 202Q: 3 clusters Score -2.554734e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 249743 members 
Entering Unmasked Estep 
Score: -25547376.000000 Penalty: 4082.403076
	Iteration 203Q: 3 clusters Score -2.554738e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 249915 members 
Entering Unmasked Estep 
Score: -25547342.000000 Penalty: 4082.403076
	Iteration 204Q: 3 clusters Score -2.554734e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 250097 members 
Entering Unmasked Estep 
Score: -25547358.000000 Penalty: 4082.403076
	Iteration 205Q: 3 clusters Score -2.554736e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 250304 members 
Entering Unmasked Estep 
Score: -25547408.000000 Penalty: 4082.403076
	Iteration 206Q: 3 clusters Score -2.554741e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 250486 members 
Entering Unmasked Estep 
Score: -25547394.000000 Penalty: 4082.403076
	Iteration 207Q: 3 clusters Score -2.554739e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 250648 members 
Entering Unmasked Estep 
Score: -25547386.000000 Penalty: 4082.403076
	Iteration 208Q: 3 clusters Score -2.554739e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 250819 members 
Entering Unmasked Estep 
Score: -25547388.000000 Penalty: 4082.403076
	Iteration 209Q: 3 clusters Score -2.554739e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 250996 members 
Entering Unmasked Estep 
Score: -25547404.000000 Penalty: 4082.403076
	Iteration 210Q: 3 clusters Score -2.55474e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 251183 members 
Entering Unmasked Estep 
Score: -25547438.000000 Penalty: 4082.403076
	Iteration 211Q: 3 clusters Score -2.554744e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 251368 members 
Entering Unmasked Estep 
Score: -25547476.000000 Penalty: 4082.403076
	Iteration 212Q: 3 clusters Score -2.554748e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 251550 members 
Entering Unmasked Estep 
Score: -25547448.000000 Penalty: 4082.403076
	Iteration 213Q: 3 clusters Score -2.554745e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 251714 members 
Entering Unmasked Estep 
Score: -25547446.000000 Penalty: 4082.403076
	Iteration 214Q: 3 clusters Score -2.554745e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 251864 members 
Entering Unmasked Estep 
Score: -25547436.000000 Penalty: 4082.403076
	Iteration 215Q: 3 clusters Score -2.554744e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 252014 members 
Entering Unmasked Estep 
Score: -25547462.000000 Penalty: 4082.403076
	Iteration 216Q: 3 clusters Score -2.554746e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 252163 members 
Entering Unmasked Estep 
Score: -25547440.000000 Penalty: 4082.403076
	Iteration 217Q: 3 clusters Score -2.554744e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 252295 members 
Entering Unmasked Estep 
Score: -25547444.000000 Penalty: 4082.403076
	Iteration 218Q: 3 clusters Score -2.554744e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 252431 members 
Entering Unmasked Estep 
Score: -25547470.000000 Penalty: 4082.403076
	Iteration 219Q: 3 clusters Score -2.554747e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 252570 members 
Entering Unmasked Estep 
Score: -25547458.000000 Penalty: 4082.403076
	Iteration 220F: 3 clusters Score -2.554746e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 252718 members 
Entering Unmasked Estep 
Score: -25547448.000000 Penalty: 4082.403076
	Iteration 221Q: 3 clusters Score -2.554745e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 252852 members 
Entering Unmasked Estep 
Score: -25547486.000000 Penalty: 4082.403076
	Iteration 222Q: 3 clusters Score -2.554749e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 252991 members 
Entering Unmasked Estep 
Score: -25547490.000000 Penalty: 4082.403076
	Iteration 223Q: 3 clusters Score -2.554749e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 253114 members 
Entering Unmasked Estep 
Score: -25547498.000000 Penalty: 4082.403076
	Iteration 224Q: 3 clusters Score -2.55475e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 253255 members 
Entering Unmasked Estep 
Score: -25547522.000000 Penalty: 4082.403076
	Iteration 225Q: 3 clusters Score -2.554752e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 253391 members 
Entering Unmasked Estep 
Score: -25547498.000000 Penalty: 4082.403076
	Iteration 226Q: 3 clusters Score -2.55475e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 253534 members 
Entering Unmasked Estep 
Score: -25547518.000000 Penalty: 4082.403076
	Iteration 227Q: 3 clusters Score -2.554752e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 253666 members 
Entering Unmasked Estep 
Score: -25547578.000000 Penalty: 4082.403076
	Iteration 228Q: 3 clusters Score -2.554758e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 253793 members 
Entering Unmasked Estep 
Score: -25547580.000000 Penalty: 4082.403076
	Iteration 229Q: 3 clusters Score -2.554758e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 253927 members 
Entering Unmasked Estep 
Score: -25547602.000000 Penalty: 4082.403076
	Iteration 230Q: 3 clusters Score -2.55476e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 254053 members 
Entering Unmasked Estep 
Score: -25547574.000000 Penalty: 4082.403076
	Iteration 231Q: 3 clusters Score -2.554757e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 254187 members 
Entering Unmasked Estep 
Score: -25547608.000000 Penalty: 4082.403076
	Iteration 232Q: 3 clusters Score -2.554761e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 254333 members 
Entering Unmasked Estep 
Score: -25547614.000000 Penalty: 4082.403076
	Iteration 233Q: 3 clusters Score -2.554761e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 254466 members 
Entering Unmasked Estep 
Score: -25547640.000000 Penalty: 4082.403076
	Iteration 234Q: 3 clusters Score -2.554764e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 254618 members 
Entering Unmasked Estep 
Score: -25547650.000000 Penalty: 4082.403076
	Iteration 235Q: 3 clusters Score -2.554765e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 254766 members 
Entering Unmasked Estep 
Score: -25547660.000000 Penalty: 4082.403076
	Iteration 236Q: 3 clusters Score -2.554766e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 254898 members 
Entering Unmasked Estep 
Score: -25547700.000000 Penalty: 4082.403076
	Iteration 237Q: 3 clusters Score -2.55477e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 255013 members 
Entering Unmasked Estep 
Score: -25547738.000000 Penalty: 4082.403076
	Iteration 238Q: 3 clusters Score -2.554774e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 255143 members 
Entering Unmasked Estep 
Score: -25547742.000000 Penalty: 4082.403076
	Iteration 239Q: 3 clusters Score -2.554774e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 255305 members 
Entering Unmasked Estep 
Score: -25547778.000000 Penalty: 4082.403076
	Iteration 240F: 3 clusters Score -2.554778e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 255498 members 
Entering Unmasked Estep 
Score: -25547790.000000 Penalty: 4082.403076
	Iteration 241Q: 3 clusters Score -2.554779e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 255721 members 
Entering Unmasked Estep 
Score: -25547760.000000 Penalty: 4082.403076
	Iteration 242Q: 3 clusters Score -2.554776e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 255944 members 
Entering Unmasked Estep 
Score: -25547780.000000 Penalty: 4082.403076
	Iteration 243Q: 3 clusters Score -2.554778e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 256163 members 
Entering Unmasked Estep 
Score: -25547782.000000 Penalty: 4082.403076
	Iteration 244Q: 3 clusters Score -2.554778e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 256392 members 
Entering Unmasked Estep 
Score: -25547826.000000 Penalty: 4082.403076
	Iteration 245Q: 3 clusters Score -2.554783e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 256619 members 
Entering Unmasked Estep 
Score: -25547836.000000 Penalty: 4082.403076
	Iteration 246Q: 3 clusters Score -2.554784e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 256871 members 
Entering Unmasked Estep 
Score: -25547856.000000 Penalty: 4082.403076
	Iteration 247Q: 3 clusters Score -2.554786e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 257154 members 
Entering Unmasked Estep 
Score: -25547958.000000 Penalty: 4082.403076
	Iteration 248Q: 3 clusters Score -2.554796e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 257430 members 
Entering Unmasked Estep 
Score: -25548014.000000 Penalty: 4082.403076
	Iteration 249Q: 3 clusters Score -2.554801e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 257739 members 
Entering Unmasked Estep 
Score: -25548050.000000 Penalty: 4082.403076
	Iteration 250Q: 3 clusters Score -2.554805e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 258044 members 
Entering Unmasked Estep 
Score: -25548036.000000 Penalty: 4082.403076
	Iteration 251Q: 3 clusters Score -2.554804e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 258359 members 
Entering Unmasked Estep 
Score: -25548072.000000 Penalty: 4082.403076
	Iteration 252Q: 3 clusters Score -2.554807e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 258682 members 
Entering Unmasked Estep 
Score: -25548154.000000 Penalty: 4082.403076
	Iteration 253Q: 3 clusters Score -2.554815e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 259008 members 
Entering Unmasked Estep 
Score: -25548184.000000 Penalty: 4082.403076
	Iteration 254Q: 3 clusters Score -2.554818e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 259335 members 
Entering Unmasked Estep 
Score: -25548264.000000 Penalty: 4082.403076
	Iteration 255Q: 3 clusters Score -2.554826e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 259666 members 
Entering Unmasked Estep 
Score: -25548340.000000 Penalty: 4082.403076
	Iteration 256Q: 3 clusters Score -2.554834e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 260026 members 
Entering Unmasked Estep 
Score: -25548394.000000 Penalty: 4082.403076
	Iteration 257Q: 3 clusters Score -2.554839e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 260380 members 
Entering Unmasked Estep 
Score: -25548452.000000 Penalty: 4082.403076
	Iteration 258Q: 3 clusters Score -2.554845e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 260745 members 
Entering Unmasked Estep 
Score: -25548476.000000 Penalty: 4082.403076
	Iteration 259Q: 3 clusters Score -2.554848e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 261130 members 
Entering Unmasked Estep 
Score: -25548520.000000 Penalty: 4082.403076
	Iteration 260F: 3 clusters Score -2.554852e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 261531 members 
Entering Unmasked Estep 
Score: -25548524.000000 Penalty: 4082.403076
	Iteration 261Q: 3 clusters Score -2.554852e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 261904 members 
Entering Unmasked Estep 
Score: -25548538.000000 Penalty: 4082.403076
	Iteration 262Q: 3 clusters Score -2.554854e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 262279 members 
Entering Unmasked Estep 
Score: -25548580.000000 Penalty: 4082.403076
	Iteration 263Q: 3 clusters Score -2.554858e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 262659 members 
Entering Unmasked Estep 
Score: -25548584.000000 Penalty: 4082.403076
	Iteration 264Q: 3 clusters Score -2.554858e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 263059 members 
Entering Unmasked Estep 
Score: -25548642.000000 Penalty: 4082.403076
	Iteration 265Q: 3 clusters Score -2.554864e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 263442 members 
Entering Unmasked Estep 
Score: -25548646.000000 Penalty: 4082.403076
	Iteration 266Q: 3 clusters Score -2.554865e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 263840 members 
Entering Unmasked Estep 
Score: -25548652.000000 Penalty: 4082.403076
	Iteration 267Q: 3 clusters Score -2.554865e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 264246 members 
Entering Unmasked Estep 
Score: -25548670.000000 Penalty: 4082.403076
	Iteration 268Q: 3 clusters Score -2.554867e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 264695 members 
Entering Unmasked Estep 
Score: -25548800.000000 Penalty: 4082.403076
	Iteration 269Q: 3 clusters Score -2.55488e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 265126 members 
Entering Unmasked Estep 
Score: -25548844.000000 Penalty: 4082.403076
	Iteration 270Q: 3 clusters Score -2.554884e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 265529 members 
Entering Unmasked Estep 
Score: -25548976.000000 Penalty: 4082.403076
	Iteration 271Q: 3 clusters Score -2.554898e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 265938 members 
Entering Unmasked Estep 
Score: -25549070.000000 Penalty: 4082.403076
	Iteration 272Q: 3 clusters Score -2.554907e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 266362 members 
Entering Unmasked Estep 
Score: -25549242.000000 Penalty: 4082.403076
	Iteration 273Q: 3 clusters Score -2.554924e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 266816 members 
Entering Unmasked Estep 
Score: -25549226.000000 Penalty: 4082.403076
	Iteration 274Q: 3 clusters Score -2.554923e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 267250 members 
Entering Unmasked Estep 
Score: -25549336.000000 Penalty: 4082.403076
	Iteration 275Q: 3 clusters Score -2.554934e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 267658 members 
Entering Unmasked Estep 
Score: -25549412.000000 Penalty: 4082.403076
	Iteration 276Q: 3 clusters Score -2.554941e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 268055 members 
Entering Unmasked Estep 
Score: -25549530.000000 Penalty: 4082.403076
	Iteration 277Q: 3 clusters Score -2.554953e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 268433 members 
Entering Unmasked Estep 
Score: -25549642.000000 Penalty: 4082.403076
	Iteration 278Q: 3 clusters Score -2.554964e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 268823 members 
Entering Unmasked Estep 
Score: -25549754.000000 Penalty: 4082.403076
	Iteration 279Q: 3 clusters Score -2.554975e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 269242 members 
Entering Unmasked Estep 
Score: -25549864.000000 Penalty: 4082.403076
	Iteration 280F: 3 clusters Score -2.554986e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 269675 members 
Entering Unmasked Estep 
Score: -25549970.000000 Penalty: 4082.403076
	Iteration 281Q: 3 clusters Score -2.554997e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 270109 members 
Entering Unmasked Estep 
Score: -25550126.000000 Penalty: 4082.403076
	Iteration 282Q: 3 clusters Score -2.555013e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 270523 members 
Entering Unmasked Estep 
Score: -25550230.000000 Penalty: 4082.403076
	Iteration 283Q: 3 clusters Score -2.555023e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 270923 members 
Entering Unmasked Estep 
Score: -25550330.000000 Penalty: 4082.403076
	Iteration 284Q: 3 clusters Score -2.555033e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 271291 members 
Entering Unmasked Estep 
Score: -25550414.000000 Penalty: 4082.403076
	Iteration 285Q: 3 clusters Score -2.555041e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 271693 members 
Entering Unmasked Estep 
Score: -25550502.000000 Penalty: 4082.403076
	Iteration 286Q: 3 clusters Score -2.55505e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 272095 members 
Entering Unmasked Estep 
Score: -25550592.000000 Penalty: 4082.403076
	Iteration 287Q: 3 clusters Score -2.555059e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 272490 members 
Entering Unmasked Estep 
Score: -25550760.000000 Penalty: 4082.403076
	Iteration 288Q: 3 clusters Score -2.555076e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 272903 members 
Entering Unmasked Estep 
Score: -25550842.000000 Penalty: 4082.403076
	Iteration 289Q: 3 clusters Score -2.555084e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 273309 members 
Entering Unmasked Estep 
Score: -25550948.000000 Penalty: 4082.403076
	Iteration 290Q: 3 clusters Score -2.555095e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 273716 members 
Entering Unmasked Estep 
Score: -25551042.000000 Penalty: 4082.403076
	Iteration 291Q: 3 clusters Score -2.555104e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 274089 members 
Entering Unmasked Estep 
Score: -25551144.000000 Penalty: 4082.403076
	Iteration 292Q: 3 clusters Score -2.555114e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 274465 members 
Entering Unmasked Estep 
Score: -25551284.000000 Penalty: 4082.403076
	Iteration 293Q: 3 clusters Score -2.555128e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 274844 members 
Entering Unmasked Estep 
Score: -25551402.000000 Penalty: 4082.403076
	Iteration 294Q: 3 clusters Score -2.55514e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 275203 members 
Entering Unmasked Estep 
Score: -25551472.000000 Penalty: 4082.403076
	Iteration 295Q: 3 clusters Score -2.555147e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 275615 members 
Entering Unmasked Estep 
Score: -25551622.000000 Penalty: 4082.403076
	Iteration 296Q: 3 clusters Score -2.555162e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 275999 members 
Entering Unmasked Estep 
Score: -25551748.000000 Penalty: 4082.403076
	Iteration 297Q: 3 clusters Score -2.555175e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 276394 members 
Entering Unmasked Estep 
Score: -25551864.000000 Penalty: 4082.403076
	Iteration 298Q: 3 clusters Score -2.555186e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 276746 members 
Entering Unmasked Estep 
Score: -25551978.000000 Penalty: 4082.403076
	Iteration 299Q: 3 clusters Score -2.555198e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 277099 members 
Entering Unmasked Estep 
Score: -25552062.000000 Penalty: 4082.403076
	Iteration 300F: 3 clusters Score -2.555206e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 277445 members 
Entering Unmasked Estep 
Score: -25552148.000000 Penalty: 4082.403076
	Iteration 301Q: 3 clusters Score -2.555215e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 277790 members 
Entering Unmasked Estep 
Score: -25552270.000000 Penalty: 4082.403076
	Iteration 302Q: 3 clusters Score -2.555227e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 278158 members 
Entering Unmasked Estep 
Score: -25552440.000000 Penalty: 4082.403076
	Iteration 303Q: 3 clusters Score -2.555244e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 278470 members 
Entering Unmasked Estep 
Score: -25552512.000000 Penalty: 4082.403076
	Iteration 304Q: 3 clusters Score -2.555251e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 278763 members 
Entering Unmasked Estep 
Score: -25552548.000000 Penalty: 4082.403076
	Iteration 305Q: 3 clusters Score -2.555255e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 279027 members 
Entering Unmasked Estep 
Score: -25552634.000000 Penalty: 4082.403076
	Iteration 306Q: 3 clusters Score -2.555263e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 279298 members 
Entering Unmasked Estep 
Score: -25552712.000000 Penalty: 4082.403076
	Iteration 307Q: 3 clusters Score -2.555271e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 279518 members 
Entering Unmasked Estep 
Score: -25552708.000000 Penalty: 4082.403076
	Iteration 308Q: 3 clusters Score -2.555271e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 279701 members 
Entering Unmasked Estep 
Score: -25552796.000000 Penalty: 4082.403076
	Iteration 309Q: 3 clusters Score -2.55528e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 279879 members 
Entering Unmasked Estep 
Score: -25552896.000000 Penalty: 4082.403076
	Iteration 310Q: 3 clusters Score -2.55529e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 280055 members 
Entering Unmasked Estep 
Score: -25552958.000000 Penalty: 4082.403076
	Iteration 311Q: 3 clusters Score -2.555296e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 280210 members 
Entering Unmasked Estep 
Score: -25552994.000000 Penalty: 4082.403076
	Iteration 312Q: 3 clusters Score -2.555299e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 280363 members 
Entering Unmasked Estep 
Score: -25553066.000000 Penalty: 4082.403076
	Iteration 313Q: 3 clusters Score -2.555307e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 280494 members 
Entering Unmasked Estep 
Score: -25553120.000000 Penalty: 4082.403076
	Iteration 314Q: 3 clusters Score -2.555312e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 280604 members 
Entering Unmasked Estep 
Score: -25553160.000000 Penalty: 4082.403076
	Iteration 315Q: 3 clusters Score -2.555316e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 280705 members 
Entering Unmasked Estep 
Score: -25553166.000000 Penalty: 4082.403076
	Iteration 316Q: 3 clusters Score -2.555317e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 280807 members 
Entering Unmasked Estep 
Score: -25553208.000000 Penalty: 4082.403076
	Iteration 317Q: 3 clusters Score -2.555321e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 280894 members 
Entering Unmasked Estep 
Score: -25553218.000000 Penalty: 4082.403076
	Iteration 318Q: 3 clusters Score -2.555322e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 280985 members 
Entering Unmasked Estep 
Score: -25553228.000000 Penalty: 4082.403076
	Iteration 319Q: 3 clusters Score -2.555323e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 281063 members 
Entering Unmasked Estep 
Score: -25553236.000000 Penalty: 4082.403076
	Iteration 320F: 3 clusters Score -2.555324e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 281127 members 
Entering Unmasked Estep 
Score: -25553272.000000 Penalty: 4082.403076
	Iteration 321Q: 3 clusters Score -2.555327e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 281193 members 
Entering Unmasked Estep 
Score: -25553300.000000 Penalty: 4082.403076
	Iteration 322Q: 3 clusters Score -2.55533e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 281234 members 
Entering Unmasked Estep 
Score: -25553330.000000 Penalty: 4082.403076
	Iteration 323Q: 3 clusters Score -2.555333e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 281278 members 
Entering Unmasked Estep 
Score: -25553368.000000 Penalty: 4082.403076
	Iteration 324Q: 3 clusters Score -2.555337e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 281330 members 
Entering Unmasked Estep 
Score: -25553376.000000 Penalty: 4082.403076
	Iteration 325Q: 3 clusters Score -2.555338e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 281376 members 
Entering Unmasked Estep 
Score: -25553394.000000 Penalty: 4082.403076
	Iteration 326Q: 3 clusters Score -2.555339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 281420 members 
Entering Unmasked Estep 
Score: -25553412.000000 Penalty: 4082.403076
	Iteration 327Q: 3 clusters Score -2.555341e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 281464 members 
Entering Unmasked Estep 
Score: -25553410.000000 Penalty: 4082.403076
	Iteration 328Q: 3 clusters Score -2.555341e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 281503 members 
Entering Unmasked Estep 
Score: -25553412.000000 Penalty: 4082.403076
	Iteration 329Q: 3 clusters Score -2.555341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 281540 members 
Entering Unmasked Estep 
Score: -25553422.000000 Penalty: 4082.403076
	Iteration 330Q: 3 clusters Score -2.555342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 281568 members 
Entering Unmasked Estep 
Score: -25553440.000000 Penalty: 4082.403076
	Iteration 331Q: 3 clusters Score -2.555344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 281607 members 
Entering Unmasked Estep 
Score: -25553442.000000 Penalty: 4082.403076
	Iteration 332Q: 3 clusters Score -2.555344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 281643 members 
Entering Unmasked Estep 
Score: -25553444.000000 Penalty: 4082.403076
	Iteration 333Q: 3 clusters Score -2.555344e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 281672 members 
Entering Unmasked Estep 
Score: -25553468.000000 Penalty: 4082.403076
	Iteration 334Q: 3 clusters Score -2.555347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 281700 members 
Entering Unmasked Estep 
Score: -25553472.000000 Penalty: 4082.403076
	Iteration 335Q: 3 clusters Score -2.555347e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 281728 members 
Entering Unmasked Estep 
Score: -25553474.000000 Penalty: 4082.403076
	Iteration 336Q: 3 clusters Score -2.555347e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 281754 members 
Entering Unmasked Estep 
Score: -25553504.000000 Penalty: 4082.403076
	Iteration 337Q: 3 clusters Score -2.55535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 281774 members 
Entering Unmasked Estep 
Score: -25553516.000000 Penalty: 4082.403076
	Iteration 338Q: 3 clusters Score -2.555352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 281789 members 
Entering Unmasked Estep 
Score: -25553516.000000 Penalty: 4082.403076
	Iteration 339Q: 3 clusters Score -2.555352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 281807 members 
Entering Unmasked Estep 
Score: -25553498.000000 Penalty: 4082.403076
	Iteration 340F: 3 clusters Score -2.55535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 281824 members 
Entering Unmasked Estep 
Score: -25553498.000000 Penalty: 4082.403076
	Iteration 341Q: 3 clusters Score -2.55535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 281840 members 
Entering Unmasked Estep 
Score: -25553504.000000 Penalty: 4082.403076
	Iteration 342Q: 3 clusters Score -2.55535e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 281859 members 
Entering Unmasked Estep 
Score: -25553514.000000 Penalty: 4082.403076
	Iteration 343Q: 3 clusters Score -2.555351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 281869 members 
Entering Unmasked Estep 
Score: -25553510.000000 Penalty: 4082.403076
	Iteration 344Q: 3 clusters Score -2.555351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 281883 members 
Entering Unmasked Estep 
Score: -25553502.000000 Penalty: 4082.403076
	Iteration 345Q: 3 clusters Score -2.55535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 281905 members 
Entering Unmasked Estep 
Score: -25553518.000000 Penalty: 4082.403076
	Iteration 346Q: 3 clusters Score -2.555352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 281926 members 
Entering Unmasked Estep 
Score: -25553528.000000 Penalty: 4082.403076
	Iteration 347Q: 3 clusters Score -2.555353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 281944 members 
Entering Unmasked Estep 
Score: -25553524.000000 Penalty: 4082.403076
	Iteration 348Q: 3 clusters Score -2.555352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 281960 members 
Entering Unmasked Estep 
Score: -25553538.000000 Penalty: 4082.403076
	Iteration 349Q: 3 clusters Score -2.555354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 281970 members 
Entering Unmasked Estep 
Score: -25553538.000000 Penalty: 4082.403076
	Iteration 350Q: 3 clusters Score -2.555354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 281972 members 
Entering Unmasked Estep 
Score: -25553542.000000 Penalty: 4082.403076
	Iteration 351Q: 3 clusters Score -2.555354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 281976 members 
Entering Unmasked Estep 
Score: -25553540.000000 Penalty: 4082.403076
	Iteration 352Q: 3 clusters Score -2.555354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 281976 members 
Entering Unmasked Estep 
Score: -25553540.000000 Penalty: 4082.403076
	Iteration 353F: 3 clusters Score -2.555354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Entering Unmasked Estep 
Score: -1648432.125000 Penalty: 1605.310913
	Iteration 0F: 2 clusters Score -1648432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1635239.000000 Penalty: 3210.621826
	Iteration 0F: 3 clusters Score -1635239 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1639854.625000 Penalty: 3210.621826
	Iteration 1F: 3 clusters Score -1639855 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1640154.250000 Penalty: 3210.621826
	Iteration 2Q: 3 clusters Score -1640154 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1640407.750000 Penalty: 3210.621826
	Iteration 3Q: 3 clusters Score -1640408 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1640626.750000 Penalty: 3210.621826
	Iteration 4Q: 3 clusters Score -1640627 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1640807.750000 Penalty: 3210.621826
	Iteration 5Q: 3 clusters Score -1640808 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1640990.125000 Penalty: 3210.621826
	Iteration 6Q: 3 clusters Score -1640990 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1641196.500000 Penalty: 3210.621826
	Iteration 7Q: 3 clusters Score -1641196 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1641432.125000 Penalty: 3210.621826
	Iteration 8Q: 3 clusters Score -1641432 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1641713.500000 Penalty: 3210.621826
	Iteration 9Q: 3 clusters Score -1641714 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1642055.250000 Penalty: 3210.621826
	Iteration 10Q: 3 clusters Score -1642055 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1642446.000000 Penalty: 3210.621826
	Iteration 11Q: 3 clusters Score -1642446 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1642868.125000 Penalty: 3210.621826
	Iteration 12Q: 3 clusters Score -1642868 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1643350.250000 Penalty: 3210.621826
	Iteration 13Q: 3 clusters Score -1643350 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1643901.125000 Penalty: 3210.621826
	Iteration 14Q: 3 clusters Score -1643901 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1644368.125000 Penalty: 3210.621826
	Iteration 15Q: 3 clusters Score -1644368 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1644741.500000 Penalty: 3210.621826
	Iteration 16Q: 3 clusters Score -1644742 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1645017.125000 Penalty: 3210.621826
	Iteration 17Q: 3 clusters Score -1645017 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1645209.000000 Penalty: 3210.621826
	Iteration 18Q: 3 clusters Score -1645209 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1645362.750000 Penalty: 3210.621826
	Iteration 19Q: 3 clusters Score -1645363 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1645519.000000 Penalty: 3210.621826
	Iteration 20F: 3 clusters Score -1645519 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1645666.625000 Penalty: 3210.621826
	Iteration 21Q: 3 clusters Score -1645667 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1645859.000000 Penalty: 3210.621826
	Iteration 22Q: 3 clusters Score -1645859 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1646036.750000 Penalty: 3210.621826
	Iteration 23Q: 3 clusters Score -1646037 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1646251.875000 Penalty: 3210.621826
	Iteration 24Q: 3 clusters Score -1646252 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1646421.625000 Penalty: 3210.621826
	Iteration 25Q: 3 clusters Score -1646422 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1646560.375000 Penalty: 3210.621826
	Iteration 26Q: 3 clusters Score -1646560 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1646665.375000 Penalty: 3210.621826
	Iteration 27Q: 3 clusters Score -1646665 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1646758.750000 Penalty: 3210.621826
	Iteration 28Q: 3 clusters Score -1646759 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1646825.500000 Penalty: 3210.621826
	Iteration 29Q: 3 clusters Score -1646826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1646880.500000 Penalty: 3210.621826
	Iteration 30Q: 3 clusters Score -1646880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1646930.000000 Penalty: 3210.621826
	Iteration 31Q: 3 clusters Score -1646930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1646962.750000 Penalty: 3210.621826
	Iteration 32Q: 3 clusters Score -1646963 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1646988.125000 Penalty: 3210.621826
	Iteration 33Q: 3 clusters Score -1646988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1647010.250000 Penalty: 3210.621826
	Iteration 34Q: 3 clusters Score -1647010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1647040.000000 Penalty: 3210.621826
	Iteration 35Q: 3 clusters Score -1647040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1647063.000000 Penalty: 3210.621826
	Iteration 36Q: 3 clusters Score -1647063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1647080.125000 Penalty: 3210.621826
	Iteration 37Q: 3 clusters Score -1647080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1647093.500000 Penalty: 3210.621826
	Iteration 38Q: 3 clusters Score -1647094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1647108.875000 Penalty: 3210.621826
	Iteration 39Q: 3 clusters Score -1647109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1647125.375000 Penalty: 3210.621826
	Iteration 40F: 3 clusters Score -1647125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1647134.000000 Penalty: 3210.621826
	Iteration 41Q: 3 clusters Score -1647134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1647136.375000 Penalty: 3210.621826
	Iteration 42Q: 3 clusters Score -1647136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1647139.875000 Penalty: 3210.621826
	Iteration 43Q: 3 clusters Score -1647140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1647143.375000 Penalty: 3210.621826
	Iteration 44Q: 3 clusters Score -1647143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1647144.500000 Penalty: 3210.621826
	Iteration 45Q: 3 clusters Score -1647144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1647140.750000 Penalty: 3210.621826
	Iteration 46Q: 3 clusters Score -1647141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1647144.250000 Penalty: 3210.621826
	Iteration 47Q: 3 clusters Score -1647144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1647143.750000 Penalty: 3210.621826
	Iteration 48Q: 3 clusters Score -1647144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1647143.375000 Penalty: 3210.621826
	Iteration 49Q: 3 clusters Score -1647143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1647142.250000 Penalty: 3210.621826
	Iteration 50Q: 3 clusters Score -1647142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1647141.750000 Penalty: 3210.621826
	Iteration 51Q: 3 clusters Score -1647142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1647141.750000 Penalty: 3210.621826
	Iteration 52F: 3 clusters Score -1647142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Entering Unmasked Estep 
Score: -1590540.625000 Penalty: 1589.482910
	Iteration 0F: 2 clusters Score -1590541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1578535.375000 Penalty: 3178.965820
	Iteration 0F: 3 clusters Score -1578535 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1582716.875000 Penalty: 3178.965820
	Iteration 1F: 3 clusters Score -1582717 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1582972.625000 Penalty: 3178.965820
	Iteration 2Q: 3 clusters Score -1582973 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1583188.625000 Penalty: 3178.965820
	Iteration 3Q: 3 clusters Score -1583189 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1583366.125000 Penalty: 3178.965820
	Iteration 4Q: 3 clusters Score -1583366 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1583574.000000 Penalty: 3178.965820
	Iteration 5Q: 3 clusters Score -1583574 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1583783.625000 Penalty: 3178.965820
	Iteration 6Q: 3 clusters Score -1583784 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1584051.125000 Penalty: 3178.965820
	Iteration 7Q: 3 clusters Score -1584051 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1584448.000000 Penalty: 3178.965820
	Iteration 8Q: 3 clusters Score -1584448 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1584994.375000 Penalty: 3178.965820
	Iteration 9Q: 3 clusters Score -1584994 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1585749.250000 Penalty: 3178.965820
	Iteration 10F: 3 clusters Score -1585749 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1586550.375000 Penalty: 3178.965820
	Iteration 11F: 3 clusters Score -1586550 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1587149.250000 Penalty: 3178.965820
	Iteration 12F: 3 clusters Score -1587149 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1587563.625000 Penalty: 3178.965820
	Iteration 13Q: 3 clusters Score -1587564 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1587847.250000 Penalty: 3178.965820
	Iteration 14Q: 3 clusters Score -1587847 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1588090.250000 Penalty: 3178.965820
	Iteration 15Q: 3 clusters Score -1588090 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1588322.250000 Penalty: 3178.965820
	Iteration 16Q: 3 clusters Score -1588322 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1588544.250000 Penalty: 3178.965820
	Iteration 17Q: 3 clusters Score -1588544 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1588769.375000 Penalty: 3178.965820
	Iteration 18Q: 3 clusters Score -1588769 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1588961.000000 Penalty: 3178.965820
	Iteration 19Q: 3 clusters Score -1588961 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1589112.500000 Penalty: 3178.965820
	Iteration 20F: 3 clusters Score -1589112 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1589249.625000 Penalty: 3178.965820
	Iteration 21Q: 3 clusters Score -1589250 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1589365.375000 Penalty: 3178.965820
	Iteration 22Q: 3 clusters Score -1589365 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1589437.125000 Penalty: 3178.965820
	Iteration 23Q: 3 clusters Score -1589437 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1589500.750000 Penalty: 3178.965820
	Iteration 24Q: 3 clusters Score -1589501 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1589549.000000 Penalty: 3178.965820
	Iteration 25Q: 3 clusters Score -1589549 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1589580.875000 Penalty: 3178.965820
	Iteration 26Q: 3 clusters Score -1589581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1589608.875000 Penalty: 3178.965820
	Iteration 27Q: 3 clusters Score -1589609 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1589632.625000 Penalty: 3178.965820
	Iteration 28Q: 3 clusters Score -1589633 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1589657.875000 Penalty: 3178.965820
	Iteration 29Q: 3 clusters Score -1589658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1589687.375000 Penalty: 3178.965820
	Iteration 30Q: 3 clusters Score -1589687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1589717.625000 Penalty: 3178.965820
	Iteration 31Q: 3 clusters Score -1589718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1589744.875000 Penalty: 3178.965820
	Iteration 32Q: 3 clusters Score -1589745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1589780.875000 Penalty: 3178.965820
	Iteration 33Q: 3 clusters Score -1589781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1589797.500000 Penalty: 3178.965820
	Iteration 34Q: 3 clusters Score -1589798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1589823.750000 Penalty: 3178.965820
	Iteration 35Q: 3 clusters Score -1589824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1589838.500000 Penalty: 3178.965820
	Iteration 36Q: 3 clusters Score -1589838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1589855.875000 Penalty: 3178.965820
	Iteration 37Q: 3 clusters Score -1589856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1589878.750000 Penalty: 3178.965820
	Iteration 38Q: 3 clusters Score -1589879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1589893.750000 Penalty: 3178.965820
	Iteration 39Q: 3 clusters Score -1589894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1589909.250000 Penalty: 3178.965820
	Iteration 40F: 3 clusters Score -1589909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1589922.875000 Penalty: 3178.965820
	Iteration 41Q: 3 clusters Score -1589923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1589937.375000 Penalty: 3178.965820
	Iteration 42Q: 3 clusters Score -1589937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1589943.750000 Penalty: 3178.965820
	Iteration 43Q: 3 clusters Score -1589944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1589958.125000 Penalty: 3178.965820
	Iteration 44Q: 3 clusters Score -1589958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1589965.750000 Penalty: 3178.965820
	Iteration 45Q: 3 clusters Score -1589966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1589969.750000 Penalty: 3178.965820
	Iteration 46Q: 3 clusters Score -1589970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1589980.625000 Penalty: 3178.965820
	Iteration 47Q: 3 clusters Score -1589981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1589979.000000 Penalty: 3178.965820
	Iteration 48Q: 3 clusters Score -1589979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1589981.500000 Penalty: 3178.965820
	Iteration 49Q: 3 clusters Score -1589982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1589989.500000 Penalty: 3178.965820
	Iteration 50Q: 3 clusters Score -1589990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1589990.000000 Penalty: 3178.965820
	Iteration 51Q: 3 clusters Score -1589990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1589988.125000 Penalty: 3178.965820
	Iteration 52Q: 3 clusters Score -1589988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1589987.250000 Penalty: 3178.965820
	Iteration 53Q: 3 clusters Score -1589987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1589990.625000 Penalty: 3178.965820
	Iteration 54Q: 3 clusters Score -1589991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1589993.750000 Penalty: 3178.965820
	Iteration 55Q: 3 clusters Score -1589994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1589993.125000 Penalty: 3178.965820
	Iteration 56Q: 3 clusters Score -1589993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -1589998.750000 Penalty: 3178.965820
	Iteration 57Q: 3 clusters Score -1589999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1589998.125000 Penalty: 3178.965820
	Iteration 58Q: 3 clusters Score -1589998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1590002.750000 Penalty: 3178.965820
	Iteration 59Q: 3 clusters Score -1590003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1590008.250000 Penalty: 3178.965820
	Iteration 60F: 3 clusters Score -1590008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1590007.250000 Penalty: 3178.965820
	Iteration 61Q: 3 clusters Score -1590007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1590010.250000 Penalty: 3178.965820
	Iteration 62Q: 3 clusters Score -1590010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1590016.000000 Penalty: 3178.965820
	Iteration 63Q: 3 clusters Score -1590016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1590014.625000 Penalty: 3178.965820
	Iteration 64Q: 3 clusters Score -1590015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1590020.625000 Penalty: 3178.965820
	Iteration 65Q: 3 clusters Score -1590021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1590021.875000 Penalty: 3178.965820
	Iteration 66Q: 3 clusters Score -1590022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1590023.875000 Penalty: 3178.965820
	Iteration 67Q: 3 clusters Score -1590024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1590022.000000 Penalty: 3178.965820
	Iteration 68Q: 3 clusters Score -1590022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1590021.250000 Penalty: 3178.965820
	Iteration 69Q: 3 clusters Score -1590021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1590024.125000 Penalty: 3178.965820
	Iteration 70Q: 3 clusters Score -1590024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1590024.125000 Penalty: 3178.965820
	Iteration 71F: 3 clusters Score -1590024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Entering Unmasked Estep 
Score: -862865.812500 Penalty: 1492.132202
	Iteration 0F: 2 clusters Score -862865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -855893.375000 Penalty: 2984.264404
	Iteration 0F: 3 clusters Score -855893.4 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -858164.687500 Penalty: 2984.264404
	Iteration 1F: 3 clusters Score -858164.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -858391.812500 Penalty: 2984.264404
	Iteration 2F: 3 clusters Score -858391.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -858570.250000 Penalty: 2984.264404
	Iteration 3Q: 3 clusters Score -858570.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -858765.062500 Penalty: 2984.264404
	Iteration 4Q: 3 clusters Score -858765.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -858972.062500 Penalty: 2984.264404
	Iteration 5Q: 3 clusters Score -858972.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -859166.500000 Penalty: 2984.264404
	Iteration 6Q: 3 clusters Score -859166.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -859369.125000 Penalty: 2984.264404
	Iteration 7Q: 3 clusters Score -859369.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -859588.062500 Penalty: 2984.264404
	Iteration 8Q: 3 clusters Score -859588.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -859839.812500 Penalty: 2984.264404
	Iteration 9Q: 3 clusters Score -859839.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -860088.625000 Penalty: 2984.264404
	Iteration 10Q: 3 clusters Score -860088.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -860317.562500 Penalty: 2984.264404
	Iteration 11Q: 3 clusters Score -860317.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -860535.250000 Penalty: 2984.264404
	Iteration 12Q: 3 clusters Score -860535.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -860702.187500 Penalty: 2984.264404
	Iteration 13Q: 3 clusters Score -860702.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -860807.250000 Penalty: 2984.264404
	Iteration 14Q: 3 clusters Score -860807.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -860875.125000 Penalty: 2984.264404
	Iteration 15Q: 3 clusters Score -860875.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -860929.125000 Penalty: 2984.264404
	Iteration 16Q: 3 clusters Score -860929.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -860969.125000 Penalty: 2984.264404
	Iteration 17Q: 3 clusters Score -860969.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -861005.875000 Penalty: 2984.264404
	Iteration 18Q: 3 clusters Score -861005.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -861041.500000 Penalty: 2984.264404
	Iteration 19Q: 3 clusters Score -861041.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -861078.625000 Penalty: 2984.264404
	Iteration 20F: 3 clusters Score -861078.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -861114.187500 Penalty: 2984.264404
	Iteration 21Q: 3 clusters Score -861114.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -861141.500000 Penalty: 2984.264404
	Iteration 22Q: 3 clusters Score -861141.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -861168.437500 Penalty: 2984.264404
	Iteration 23Q: 3 clusters Score -861168.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -861185.625000 Penalty: 2984.264404
	Iteration 24Q: 3 clusters Score -861185.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -861198.187500 Penalty: 2984.264404
	Iteration 25Q: 3 clusters Score -861198.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -861210.812500 Penalty: 2984.264404
	Iteration 26Q: 3 clusters Score -861210.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -861220.562500 Penalty: 2984.264404
	Iteration 27Q: 3 clusters Score -861220.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -861234.875000 Penalty: 2984.264404
	Iteration 28Q: 3 clusters Score -861234.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -861251.312500 Penalty: 2984.264404
	Iteration 29Q: 3 clusters Score -861251.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -861262.937500 Penalty: 2984.264404
	Iteration 30Q: 3 clusters Score -861262.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -861274.625000 Penalty: 2984.264404
	Iteration 31Q: 3 clusters Score -861274.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -861290.875000 Penalty: 2984.264404
	Iteration 32Q: 3 clusters Score -861290.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -861303.312500 Penalty: 2984.264404
	Iteration 33Q: 3 clusters Score -861303.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -861320.250000 Penalty: 2984.264404
	Iteration 34Q: 3 clusters Score -861320.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -861332.625000 Penalty: 2984.264404
	Iteration 35Q: 3 clusters Score -861332.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -861349.937500 Penalty: 2984.264404
	Iteration 36Q: 3 clusters Score -861349.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -861365.562500 Penalty: 2984.264404
	Iteration 37Q: 3 clusters Score -861365.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -861373.500000 Penalty: 2984.264404
	Iteration 38Q: 3 clusters Score -861373.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -861388.937500 Penalty: 2984.264404
	Iteration 39Q: 3 clusters Score -861388.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -861404.812500 Penalty: 2984.264404
	Iteration 40F: 3 clusters Score -861404.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -861419.437500 Penalty: 2984.264404
	Iteration 41Q: 3 clusters Score -861419.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -861428.875000 Penalty: 2984.264404
	Iteration 42Q: 3 clusters Score -861428.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -861439.500000 Penalty: 2984.264404
	Iteration 43Q: 3 clusters Score -861439.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -861452.875000 Penalty: 2984.264404
	Iteration 44Q: 3 clusters Score -861452.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -861460.875000 Penalty: 2984.264404
	Iteration 45Q: 3 clusters Score -861460.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -861470.250000 Penalty: 2984.264404
	Iteration 46Q: 3 clusters Score -861470.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -861476.437500 Penalty: 2984.264404
	Iteration 47Q: 3 clusters Score -861476.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -861486.250000 Penalty: 2984.264404
	Iteration 48Q: 3 clusters Score -861486.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -861493.875000 Penalty: 2984.264404
	Iteration 49Q: 3 clusters Score -861493.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -861499.125000 Penalty: 2984.264404
	Iteration 50Q: 3 clusters Score -861499.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -861505.062500 Penalty: 2984.264404
	Iteration 51Q: 3 clusters Score -861505.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -861511.125000 Penalty: 2984.264404
	Iteration 52Q: 3 clusters Score -861511.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -861517.250000 Penalty: 2984.264404
	Iteration 53Q: 3 clusters Score -861517.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -861528.812500 Penalty: 2984.264404
	Iteration 54Q: 3 clusters Score -861528.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -861534.750000 Penalty: 2984.264404
	Iteration 55Q: 3 clusters Score -861534.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -861541.187500 Penalty: 2984.264404
	Iteration 56Q: 3 clusters Score -861541.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -861546.062500 Penalty: 2984.264404
	Iteration 57Q: 3 clusters Score -861546.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -861550.000000 Penalty: 2984.264404
	Iteration 58Q: 3 clusters Score -861550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -861551.312500 Penalty: 2984.264404
	Iteration 59Q: 3 clusters Score -861551.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -861554.000000 Penalty: 2984.264404
	Iteration 60F: 3 clusters Score -861554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -861555.375000 Penalty: 2984.264404
	Iteration 61Q: 3 clusters Score -861555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -861558.937500 Penalty: 2984.264404
	Iteration 62Q: 3 clusters Score -861558.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -861561.687500 Penalty: 2984.264404
	Iteration 63Q: 3 clusters Score -861561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -861565.562500 Penalty: 2984.264404
	Iteration 64Q: 3 clusters Score -861565.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -861568.250000 Penalty: 2984.264404
	Iteration 65Q: 3 clusters Score -861568.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -861573.125000 Penalty: 2984.264404
	Iteration 66Q: 3 clusters Score -861573.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -861574.625000 Penalty: 2984.264404
	Iteration 67Q: 3 clusters Score -861574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -861578.562500 Penalty: 2984.264404
	Iteration 68Q: 3 clusters Score -861578.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -861582.375000 Penalty: 2984.264404
	Iteration 69Q: 3 clusters Score -861582.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -861583.562500 Penalty: 2984.264404
	Iteration 70Q: 3 clusters Score -861583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -861584.687500 Penalty: 2984.264404
	Iteration 71Q: 3 clusters Score -861584.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -861584.937500 Penalty: 2984.264404
	Iteration 72Q: 3 clusters Score -861584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -861587.312500 Penalty: 2984.264404
	Iteration 73Q: 3 clusters Score -861587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -861591.750000 Penalty: 2984.264404
	Iteration 74Q: 3 clusters Score -861591.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -861591.937500 Penalty: 2984.264404
	Iteration 75Q: 3 clusters Score -861591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -861594.000000 Penalty: 2984.264404
	Iteration 76Q: 3 clusters Score -861594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -861598.125000 Penalty: 2984.264404
	Iteration 77Q: 3 clusters Score -861598.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -861604.375000 Penalty: 2984.264404
	Iteration 78Q: 3 clusters Score -861604.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -861609.937500 Penalty: 2984.264404
	Iteration 79Q: 3 clusters Score -861609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -861611.062500 Penalty: 2984.264404
	Iteration 80F: 3 clusters Score -861611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -861615.250000 Penalty: 2984.264404
	Iteration 81Q: 3 clusters Score -861615.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -861619.312500 Penalty: 2984.264404
	Iteration 82Q: 3 clusters Score -861619.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -861625.562500 Penalty: 2984.264404
	Iteration 83Q: 3 clusters Score -861625.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -861629.312500 Penalty: 2984.264404
	Iteration 84Q: 3 clusters Score -861629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -861630.625000 Penalty: 2984.264404
	Iteration 85Q: 3 clusters Score -861630.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -861634.562500 Penalty: 2984.264404
	Iteration 86Q: 3 clusters Score -861634.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -861637.625000 Penalty: 2984.264404
	Iteration 87Q: 3 clusters Score -861637.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -861639.250000 Penalty: 2984.264404
	Iteration 88Q: 3 clusters Score -861639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -861644.562500 Penalty: 2984.264404
	Iteration 89Q: 3 clusters Score -861644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -861650.812500 Penalty: 2984.264404
	Iteration 90Q: 3 clusters Score -861650.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -861657.500000 Penalty: 2984.264404
	Iteration 91Q: 3 clusters Score -861657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -861660.937500 Penalty: 2984.264404
	Iteration 92Q: 3 clusters Score -861660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -861663.937500 Penalty: 2984.264404
	Iteration 93Q: 3 clusters Score -861663.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -861666.500000 Penalty: 2984.264404
	Iteration 94Q: 3 clusters Score -861666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -861670.187500 Penalty: 2984.264404
	Iteration 95Q: 3 clusters Score -861670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -861676.625000 Penalty: 2984.264404
	Iteration 96Q: 3 clusters Score -861676.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -861681.750000 Penalty: 2984.264404
	Iteration 97Q: 3 clusters Score -861681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -861687.562500 Penalty: 2984.264404
	Iteration 98Q: 3 clusters Score -861687.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -861691.250000 Penalty: 2984.264404
	Iteration 99Q: 3 clusters Score -861691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -861694.500000 Penalty: 2984.264404
	Iteration 100F: 3 clusters Score -861694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -861696.750000 Penalty: 2984.264404
	Iteration 101Q: 3 clusters Score -861696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -861701.375000 Penalty: 2984.264404
	Iteration 102Q: 3 clusters Score -861701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -861704.062500 Penalty: 2984.264404
	Iteration 103Q: 3 clusters Score -861704.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -861708.937500 Penalty: 2984.264404
	Iteration 104Q: 3 clusters Score -861708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -861710.687500 Penalty: 2984.264404
	Iteration 105Q: 3 clusters Score -861710.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -861711.562500 Penalty: 2984.264404
	Iteration 106Q: 3 clusters Score -861711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -861711.062500 Penalty: 2984.264404
	Iteration 107Q: 3 clusters Score -861711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -861711.062500 Penalty: 2984.264404
	Iteration 108F: 3 clusters Score -861711.1 nChanged 0
--- Evaluating fit on full set of 1575176 points ---
Entering Unmasked Estep 
Score: -136590480.000000 Penalty: 34782.828125
25->16 Clusters: Score -136590480.000000, best is -137109264.000000

Main iterations: 0 (time per=infms)
Total iterations: 30190 (time per=285.773758ms)
Iterations metric 2: 1255412334592.000000 (time per=6.872252ns)
Iterations metric 3: 30129122181120.000000 (time per=286.351183ps)

That took 8627.509766 seconds.
